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Susan Athey

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.

    Mentioned in:

    1. > Econometrics > Big Data

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Susan Athey & Dominic Coey & Jonathan Levin, 2013. "Set-Asides and Subsidies in Auctions," American Economic Journal: Microeconomics, American Economic Association, vol. 5(1), pages 1-27, February.

    Mentioned in:

    1. Set-Asides and Subsidies in Auctions (AEJ:MI 2013) in ReplicationWiki ()
  2. Susan Athey & Lawrence F. Katz & Alan B. Krueger & Steven Levitt & James Poterba, 2007. "What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes," American Economic Review, American Economic Association, vol. 97(2), pages 512-520, May.

    Mentioned in:

    1. What Does Performance in Graduate School Predict? (AER 2007) in ReplicationWiki ()

Working papers

  1. Susan Athey & Lisa K. Simon & Oskar N. Skans & Johan Vikstrom & Yaroslav Yakymovych, 2023. "The Heterogeneous Earnings Impact of Job Loss Across Workers, Establishments, and Markets," Papers 2307.06684, arXiv.org, revised Feb 2024.

    Cited by:

    1. Balgova, Maria & Illing, Hannah, 2024. "The Labor Market Costs of Job Displacement by Migrant Status," IZA Discussion Papers 17496, Institute of Labor Economics (IZA).
    2. Du, Tianyu & Kanodia, Ayush & Brunborg, Herman & Vafa, Keyon & Athey, Susan, 2024. "Labor-LLM: Language-Based Occupational Representations with Large Language Models," Research Papers 4188, Stanford University, Graduate School of Business.
    3. Francesconi, Marco & Sonedda, Daniela, 2024. "Does Weaker Employment Protection Lower the Cost of Job Loss?," IZA Discussion Papers 17374, Institute of Labor Economics (IZA).

  2. Damian Clarke & Daniel Paila~nir & Susan Athey & Guido Imbens, 2023. "Synthetic Difference In Differences Estimation," Papers 2301.11859, arXiv.org, revised Feb 2023.

    Cited by:

    1. Adolfsen, Jakob Feveile & Heissel, Malte & Manu, Ana-Simona & Vinci, Francesca, 2024. "Burn now or never? Climate change exposure and investment of fossil fuel firms," Working Paper Series 2945, European Central Bank.
    2. Adam Scavette, 2023. "The Economic Impact of a Casino Monopoly: Evidence from Atlantic City," Working Paper 23-07, Federal Reserve Bank of Richmond.
    3. Hobbs, Duncan & Strain, Michael R., 2024. "Do Reemployment Bonuses Increase Employment? Evidence from the Idaho Return to Work Bonus Program," IZA Discussion Papers 16924, Institute of Labor Economics (IZA).
    4. Sun, Meng & Zhao, Naibao & Zheng, Emily Yiying, 2024. "The devil in the air: Air pollution and dementia," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    5. Aman Saggu & Lennart Ante, 2023. "The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control Analysis," Papers 2305.12739, arXiv.org.
    6. Antti Kauhanen, 2024. "The effects of the decentralization of collective bargaining on wages and wage dispersion: Evidence from the Finnish forest and IT industries," British Journal of Industrial Relations, London School of Economics, vol. 62(2), pages 319-334, June.
    7. Roberto Esposti, 2025. "Do rural development policy measures really affect farmers' behaviour and performance? A synthetic difference in differences estimation," Working Papers 494, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    8. Fleuriet, Vincent & Vertier, Paul, 2024. "Does the G20 compact with Africa foster economic growth: Evidence from synthetic differences," Economics Letters, Elsevier, vol. 236(C).
    9. Kauhanen, Antti & Rouvinen, Petri, 2024. "Assessing Early Labor Market Effects of Generative AI - Evidence from Population Data," ETLA Working Papers 121, The Research Institute of the Finnish Economy.
    10. Ajab Khan & Ali Sina Önder & Sercan Özcan, 2023. "Does Performance-based Public Funding Pay off? UK’s Research Excellence Framework (REF) and Research Productivity," Working Papers in Economics & Finance 2023-08, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
    11. Kishore, Prabhat & Roy, Devesh & Birthal, Pratap S. & Srivastava, Shivendra Kumar, 2024. "Regulation and Policy Response to Groundwater Preservation in India," Policy Papers 345044, ICAR National Institute of Agricultural Economics and Policy Research (NIAP).
    12. Ryan, Michael & Tanaka, Ayumu, 2023. "Affiliate Ownership Structure Responses to FDI Liberalization Policies," SocArXiv cdajf, Center for Open Science.
    13. Dench, Daniel & Pineda-Torres, Mayra & Myers, Caitlin, 2024. "The effects of post-Dobbs abortion bans on fertility," Journal of Public Economics, Elsevier, vol. 234(C).
    14. Kauhanen, Antti, 2024. "The Effects of the Decentralization of Collective Bargaining on Wage Differences Among Employee Groups," ETLA Working Papers 118, The Research Institute of the Finnish Economy.
    15. Cerqua, Augusto & Ferrante, Chiara & Letta, Marco, 2023. "Electoral earthquake: Local shocks and authoritarian voting," European Economic Review, Elsevier, vol. 156(C).
    16. Santoni, Edoardo & Patriarca, Fabrizio & Scarlato, Margherita, 2024. "The effects of hiring credits on firm dynamics: a synthetic difference-in-differences evaluation," GLO Discussion Paper Series 1546, Global Labor Organization (GLO).

  3. Tianyu Du & Ayush Kanodia & Susan Athey, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python," Papers 2304.01906, arXiv.org, revised Jul 2023.

    Cited by:

    1. Guhl, Daniel, 2024. "Tracking time-varying brand equity using household panel data," Journal of Business Research, Elsevier, vol. 182(C).

  4. Susan Athey & Niall Keleher & Jann Spiess, 2023. "Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal," Papers 2310.08672, arXiv.org, revised May 2024.

    Cited by:

    1. Kirill Ponomarev & Vira Semenova, 2024. "On the Lower Confidence Band for the Optimal Welfare," Papers 2410.07443, arXiv.org, revised Oct 2024.
    2. Athey, Susan & Palikot, Emil, 2024. "The Value of Non-traditional Credentials in the Labor Market," Research Papers 4189, Stanford University, Graduate School of Business.
    3. Chowdhury, Shyamal & Hasan, Syed & Sharma, Uttam, 2024. "The Role of Trainee Selection in the Effectiveness of Vocational Training: Evidence from a Randomized Controlled Trial in Nepal," IZA Discussion Papers 16705, Institute of Labor Economics (IZA).
    4. Anya Shchetkina & Ron Berman, 2024. "When Is Heterogeneity Actionable for Personalization?," Papers 2411.16552, arXiv.org.

  5. Susan Athey & Juan Camilo Castillo & Esha Chaudhuri & Michael Kremer & Alexandre Simoes Gomes & Christopher Snyder, 2022. "Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues," NBER Working Papers 30192, National Bureau of Economic Research, Inc.

    Cited by:

    1. Rachel Glennerster & Christopher M. Snyder & Brandon Joel Tan, 2022. "Calculating the Costs and Benefits of Advance Preparations for Future Pandemics," NBER Working Papers 30565, National Bureau of Economic Research, Inc.
    2. Snyder, Christopher M. & Hoyt, Kendall & Gouglas, Dimitrios, 2023. "An optimal mechanism to fund the development of vaccines against emerging epidemics," Journal of Health Economics, Elsevier, vol. 91(C).
    3. Isabel Helmrath & Matthias Hunold & Johannes Muthers, 2022. "Joint procurement by heterogeneous buyers," Economics working papers 2022-14, Department of Economics, Johannes Kepler University Linz, Austria.
    4. Witold Więcek, 2022. "Clinical trials for accelerating pandemic vaccines," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 797-817.
    5. Christoph Carnehl & Marco Ottaviani & Justus Preusser, 2024. "Designing Scientific Grants," Papers 2410.12356, arXiv.org.
    6. Scott Duke Kominers & Alex Tabarrok, 2022. "Vaccines and the Covid-19 pandemic: lessons from failure and success," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 719-741.
    7. Rachel Glennerster & Thomas Kelly & Claire T. McMahon & Christopher M. Snyder, 2024. "Quantifying the social value of a universal COVID-19 vaccine and incentivizing its development," Review of Economic Design, Springer;Society for Economic Design, vol. 28(4), pages 723-761, December.

  6. Susan Athey & Dean Karlan & Emil Palikot & Yuan Yuan, 2022. "Smiles in Profiles: Improving Fairness and Efficiency Using Estimates of User Preferences in Online Marketplaces," Papers 2209.01235, arXiv.org, revised Mar 2023.

    Cited by:

    1. Teng Ye & Jingnan Zheng & Junhui Jin & Jingyi Qiu & Wei Ai & Qiaozhu Mei, 2024. "Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses," Papers 2407.09480, arXiv.org.
    2. Chen, Yutong, 2024. "Does the gig economy discriminate against women? Evidence from physicians in China," Journal of Development Economics, Elsevier, vol. 169(C).
    3. Greenwald, Daniel L. & Howell, Sabrina T. & Li, Cangyuan & Yimfor, Emmanuel, 2024. "Regulatory arbitrage or random errors? Implications of race prediction algorithms in fair lending analysis," Journal of Financial Economics, Elsevier, vol. 157(C).

  7. Susan Athey & Emil Palikot, 2022. "Effective and scalable programs to facilitate labor market transitions for women in technology," Papers 2211.09968, arXiv.org, revised Jan 2024.

    Cited by:

    1. Cordier, J.; & Salvi, I.; & Steinbeck, V.; & Geissler, A.; & Vogel, J.;, 2023. "Is rapid recovery always the best recovery? - Developing a machine learning approach for optimal assignment rules under capacity constraints for knee replacement patients," Health, Econometrics and Data Group (HEDG) Working Papers 23/08, HEDG, c/o Department of Economics, University of York.
    2. Athey, Susan & Palikot, Emil, 2024. "The Value of Non-traditional Credentials in the Labor Market," Research Papers 4189, Stanford University, Graduate School of Business.
    3. Frank Germann & Stephen J. Anderson & Pradeep K. Chintagunta & Naufel Vilcassim, 2024. "Frontiers: Breaking the Glass Ceiling: Empowering Female Entrepreneurs Through Female Mentors," Marketing Science, INFORMS, vol. 43(2), pages 244-253, March.

  8. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2022. "The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs," Papers 2206.10214, arXiv.org.

    Cited by:

    1. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2022. "Long social distancing," POID Working Papers 056, Centre for Economic Performance, LSE.
    2. Giaccherini, Matilde & Kopinska, Joanna & Rovigatti, Gabriele, 2024. "Vax Populi: the Social Costs of Online Vaccine Skepticism," CEPR Discussion Papers 18788, C.E.P.R. Discussion Papers.
    3. He, Daixin & Lu, Fangwen & Yang, Jianan, 2023. "Impact of self- or social-regarding health messages: Experimental evidence based on antibiotics purchases," Journal of Development Economics, Elsevier, vol. 163(C).

  9. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.

    Cited by:

    1. Toru Kitagawa & Jeff Rowley, 2024. "Bandit Algorithms for Policy Learning: Methods, Implementation, and Welfare-performance," Papers 2409.00379, arXiv.org.
    2. Toru Kitagawa & Jeff Rowley, 2024. "Bandit algorithms for policy learning: methods, implementation, and welfare-performance," The Japanese Economic Review, Springer, vol. 75(3), pages 407-447, July.

  10. Susan Athey & Kristen Grabarz & Michael Luca & Nils C. Wernerfelt, 2022. "Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to COVID Vaccines," NBER Working Papers 30273, National Bureau of Economic Research, Inc.

    Cited by:

    1. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2022. "Long social distancing," POID Working Papers 056, Centre for Economic Performance, LSE.
    2. Burlando, Alfredo & Chintagunta, Pradeep & Goldberg, Jessica & Graboyes, Melissa & Hangoma, Peter & Karlan, Dean & Macis, Mario & Prina, Silvia, 2024. "Passing the message: Peer outreach about COVID-19 precautions in Zambia," Journal of Development Economics, Elsevier, vol. 171(C).
    3. Giaccherini, Matilde & Kopinska, Joanna & Rovigatti, Gabriele, 2024. "Vax Populi: the Social Costs of Online Vaccine Skepticism," CEPR Discussion Papers 18788, C.E.P.R. Discussion Papers.
    4. Bei Yan & Feng Mai & Chaojiang Wu & Rui Chen & Xiaolin Li, 2024. "A Computational Framework for Understanding Firm Communication During Disasters," Information Systems Research, INFORMS, vol. 35(2), pages 590-608, June.

  11. Keshav Agrawal & Susan Athey & Ayush Kanodia & Emil Palikot, 2022. "Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial," Papers 2208.13940, arXiv.org, revised Dec 2022.

    Cited by:

    1. Yiting Chen & Tracy Xiao Liu & You Shan & Songfa Zhong, 2023. "The Emergence of Economic Rationality of GPT," Papers 2305.12763, arXiv.org, revised Nov 2023.
    2. Keshav Agrawal & Susan Athey & Ayush Kanodia & Emil Palikot, 2023. "Digital interventions and habit formation in educational technology," Papers 2310.10850, arXiv.org, revised Jan 2024.

  12. Keyon Vafa & Emil Palikot & Tianyu Du & Ayush Kanodia & Susan Athey & David M. Blei, 2022. "CAREER: A Foundation Model for Labor Sequence Data," Papers 2202.08370, arXiv.org, revised Feb 2024.

    Cited by:

    1. Du, Tianyu & Kanodia, Ayush & Brunborg, Herman & Vafa, Keyon & Athey, Susan, 2024. "Labor-LLM: Language-Based Occupational Representations with Large Language Models," Research Papers 4188, Stanford University, Graduate School of Business.

  13. Krishnamurthy, Sanath Kumar & Hadad, Vitor & Athey, Susan, 2021. "Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles," Research Papers 3951, Stanford University, Graduate School of Business.

    Cited by:

    1. Aldo Gael Carranza & Susan Athey, 2023. "Federated Offline Policy Learning," Papers 2305.12407, arXiv.org, revised Oct 2024.
    2. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.

  14. Athey, Susan & Bergstrom, Katy & Hadad, Vitor & Jamison, Julian C. & Ozler, Berk & Parisotto, Luca & Sama, Julius Dohbit, 2021. "Shared Decision-Making: Can Improved Counseling Increase Willingness to Pay for Modern Contraceptives?," Research Papers 3987, Stanford University, Graduate School of Business.

    Cited by:

    1. Nina Deliu, 2024. "Reinforcement learning for sequential decision making in population research," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(6), pages 5057-5080, December.
    2. Anukriti, S & Herrera-Almanza, Catalina & Karra, Mahesh, 2022. "Bring a Friend: Strengthening Women's Social Networks and Reproductive Autonomy in India," IZA Discussion Papers 15381, Institute of Labor Economics (IZA).
    3. Berkes, Jan & Bouguen, Adrien & Filmer, Deon & Fukao, Tsuyoshi, 2024. "Improving preschool provision and encouraging-demand: Evidence from a large-scale construction program," Journal of Public Economics, Elsevier, vol. 230(C).

  15. Athey, Susan & Ferguson, Billy & Gentzkow, Matthew & Schmidt, Tobias, 2021. "Estimating Experienced Racial Segregation in U.S. Cities Using Large-Scale GPS Data," Research Papers 3994, Stanford University, Graduate School of Business.

    Cited by:

    1. Yuhei Miyauchi & Kentaro Nakajima & Stephen J. Redding, 2022. "The Economics of Spatial Mobility: Theory and Evidence Using Smartphone Data," Working Papers 295, Princeton University, Department of Economics, Center for Economic Policy Studies..
    2. Almagro, Milena & Coven, Joshua & Gupta, Arpit & Orane-Hutchinson, Angelo, 2023. "Disparities in COVID-19 risk exposure: Evidence from geolocation data," Regional Science and Urban Economics, Elsevier, vol. 102(C).
    3. Paul Blanchard & Douglas Gollin & Martina Kirchberger, 2023. "Perpetual Motion: High-Frequency Human Mobility in Three African Countries," Trinity Economics Papers tep0823, Trinity College Dublin, Department of Economics.
    4. Coven, Joshua & Gupta, Arpit & Yao, Iris, 2023. "JUE Insight: Urban flight seeded the COVID-19 pandemic across the United States," Journal of Urban Economics, Elsevier, vol. 133(C).

  16. Susan Athey & Peter J. Bickel & Aiyou Chen & Guido W. Imbens & Michael Pollmann, 2021. "Semiparametric Estimation of Treatment Effects in Randomized Experiments," Papers 2109.02603, arXiv.org, revised Aug 2023.

    Cited by:

    1. Baul, Tushi & Karlan, Dean & Toyama, Kentaro & Vasilaky, Kathryn, 2024. "Improving smallholder agriculture via video-based group extension," Journal of Development Economics, Elsevier, vol. 169(C).
    2. Joe Cooprider & Shima Nassiri, 2023. "Science of price experimentation at Amazon," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 58(1), pages 34-41, January.
    3. Ke Sun & Linglong Kong & Hongtu Zhu & Chengchun Shi, 2024. "ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments," Papers 2408.05342, arXiv.org, revised Jan 2025.

  17. Amrita Ahuja & Susan Athey & Arthur Baker & Eric Budish & Juan Camilo Castillo & Rachel Glennerster & Scott Duke Kominers & Michael Kremer & Jean Lee & Candice Prendergast & Christopher M. Snyder & Al, 2021. "Preparing for a Pandemic: Accelerating Vaccine Availability," Working Papers 2021-08, Becker Friedman Institute for Research In Economics.

    Cited by:

    1. Snyder, Christopher M. & Hoyt, Kendall & Gouglas, Dimitrios, 2023. "An optimal mechanism to fund the development of vaccines against emerging epidemics," Journal of Health Economics, Elsevier, vol. 91(C).
    2. Veronika Grimm & Franziska K. Lembcke & Milena Schwarz, 2021. "Impffortschritt in Deutschland und der Welt: Chancen und Risiken [Opportunities and Risks of Vaccination Progress]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 101(4), pages 266-275, April.
    3. Axel Ockenfels, 2021. "Marktdesign für eine resiliente Impfstoffproduktion," ECONtribute Policy Brief Series 020, University of Bonn and University of Cologne, Germany.
    4. Evenett,Simon J. & Hoekman,Bernard M. & Rocha,Nadia & Ruta,Michele, 2021. "The Covid-19 Vaccine Production Club : Will Value Chains Temper Nationalism?," Policy Research Working Paper Series 9565, The World Bank.
    5. Ruchir Agarwal & Patrick Gaulé, 2021. "What Drives Innovation? Lessons from COVID-19 R&D," IMF Working Papers 2021/048, International Monetary Fund.
    6. Scott Duke Kominers & Alex Tabarrok, 2022. "Vaccines and the Covid-19 pandemic: lessons from failure and success," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 719-741.
    7. Nikhil Agarwal & Andrew Komo & Chetan A. Patel & Parag A. Pathak & M. Utku Ünver, 2021. "The Trade-off Between Prioritization and Vaccination Speed Depends on Mitigation Measures," NBER Working Papers 28519, National Bureau of Economic Research, Inc.
    8. Kyle, Margaret K., 2022. "Incentives for pharmaceutical innovation: What’s working, what’s lacking," International Journal of Industrial Organization, Elsevier, vol. 84(C).

  18. Susan Athey & Markus Mobius & Jeno Pal, 2021. "The Impact of Aggregators on Internet News Consumption," NBER Working Papers 28746, National Bureau of Economic Research, Inc.

    Cited by:

    1. Sandrini, Luca & Somogyi, Robert, 2023. "Generative AI and deceptive news consumption," Economics Letters, Elsevier, vol. 232(C).
    2. Du, Kai & Song, Jinyuan, 2022. "The impact of geotargeting on household information acquisition: Evidence from a Google News redesign," Research Policy, Elsevier, vol. 51(10).
    3. Adithya Pattabhiramaiah & Eric Overby & Lizhen Xu, 2022. "Spillovers from Online Engagement: How a Newspaper Subscriber’s Activation of Digital Paywall Access Affects Her Retention and Subscription Revenue," Management Science, INFORMS, vol. 68(5), pages 3528-3548, May.
    4. Li, Anqi & Hu, Lin, 2023. "Electoral accountability and selection with personalized information aggregation," Games and Economic Behavior, Elsevier, vol. 140(C), pages 296-315.
    5. Li, Yi & Zhang, Wei & Urquhart, Andrew & Wang, Pengfei, 2022. "The role of media coverage in the bubble formation: Evidence from the Bitcoin market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    6. Stephanie L. Chan, 2021. "The Social Value of Public Information When Not Everyone is Privately Informed," Working Papers 2021-09-18, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
    7. Bisceglia, Michele, 2023. "The unbundling of journalism," European Economic Review, Elsevier, vol. 158(C).
    8. Tim Meyer & Anna Kerkhof & Carmelo Cennamo & Tobias Kretschmer, 2022. "Competing for Attention on Information Platforms: The Case of News," CESifo Working Paper Series 9832, CESifo.
    9. Go, Geoffrey, 2021. "News Media, Digital Platforms and Content Sharing," Warwick-Monash Economics Student Papers 23, Warwick Monash Economics Student Papers.

  19. Zhan, Ruohan & Hadad, Vitor & Hirshberg, David A. & Athey, Susan, 2021. "Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits," Research Papers 3970, Stanford University, Graduate School of Business.

    Cited by:

    1. Zhan, Ruohan & Ren, Zhimei & Athey, Susan & Zhou, Zhengyuan, 2021. "Policy Learning with Adaptively Collected Data," Research Papers 3963, Stanford University, Graduate School of Business.
    2. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    3. Vasilis Syrgkanis & Ruohan Zhan, 2023. "Post Reinforcement Learning Inference," Papers 2302.08854, arXiv.org, revised May 2024.

  20. Krishnamurthy, Sanath Kumar & Athey, Susan, 2021. "Optimal Model Selection in Contextual Bandits with Many Classes via Offline Oracles," Research Papers 3971, Stanford University, Graduate School of Business.

    Cited by:

    1. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.

  21. Egger, Dennis & Miguel, Edward & Warren, Shana S & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Haush, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," Department of Economics, Working Paper Series qt95c6n64q, Department of Economics, Institute for Business and Economic Research, UC Berkeley.

    Cited by:

    1. Gray Molina George & Montoya-Aguirre María & Ortiz-Juarez Eduardo, 2022. "Temporary Basic Income in Times of Pandemic: Rationale, Costs and Poverty-Mitigation Potential," Basic Income Studies, De Gruyter, vol. 17(2), pages 125-154, December.
    2. Bundervoet,Tom & Davalos,Maria Eugenia & Garcia,Natalia, 2021. "The Short-Term Impacts of COVID-19 on Households in Developing Countries : An Overview Based on aHarmonized Data Set of High-Frequency Surveys," Policy Research Working Paper Series 9582, The World Bank.
    3. Joanna Upton & Elizabeth Tennant & Kathryn J. Fiorella & Christopher B. Barrett, 2023. "COVID-19, Household Resilience, and Rural Food Systems: Evidence from Southern and Eastern Africa," Palgrave Studies in Agricultural Economics and Food Policy, in: Christophe Béné & Stephen Devereux (ed.), Resilience and Food Security in a Food Systems Context, chapter 0, pages 281-320, Palgrave Macmillan.
    4. Ankel-Peters, Jörg & Fiala, Nathan & Rose, Julian & Aryemo, Filder, 2023. "The (very) long-run impacts of cash grants during a crisis," OSF Preprints rdjn9, Center for Open Science.
    5. Nora Lustig & Valentina Martinez Pabon & Guido Neidhöfer & Mariano Tommasi, 2020. "Short and Long-Run Distributional Impacts of COVID-19 in Latin America," Working Papers 2013, Tulane University, Department of Economics.
    6. Ulugbek Aminjonov & Olivier Bargain & Tanguy Bernard, 2023. "Gimme shelter. Social distancing and income support in times of pandemic," Post-Print hal-04155772, HAL.
    7. Dang, Hai-Anh H. & Nguyen, Manh-Hung & Huynh, Toan L.D., 2022. "Does the COVID-19 Pandemic Disproportionately Affect the Poor? Evidence from a Six-Country Survey," TSE Working Papers 22-1372, Toulouse School of Economics (TSE).
    8. Margherita Squarcina & Donato Romano, 2022. "Identifying the transmission channels of COVID-19 impact on poverty and food security in refugee-hosting districts of Uganda," Working Papers - Economics wp2022_08.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    9. Wenjin Long & Junxia Zeng & Tongquan Sun, 2021. "Who Lost Most Wages and Household Income during the COVID‐19 Pandemic in Poor Rural China?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(6), pages 95-116, November.
    10. Dang, Hai-Anh H & Salehi-Isfahani, Djavad & Do, Minh N.N., 2024. "The Impacts of COVID-19 on Female Labor Force Participation in Iran," IZA Discussion Papers 17001, Institute of Labor Economics (IZA).
    11. Bastien Michel & Samuel Kembou & Sonali Wayal & Joanna Murray, 2023. "Leveraging Mobile Phone Expansion in LMICs to Improve Parental Practices," Working Papers hal-03909663, HAL.
    12. Chacha, Peter Wankuru & Kirui, Benard Kipyegon & Wiedemann, Verena, 2024. "Supply Chains in Times of Crisis: Evidence from Kenya’s Production Network," World Development, Elsevier, vol. 173(C).
    13. Amaral, Sofia & Dinarte-Diaz, Lelys & Dominguez, Patricio & Perez-Vincent, Santiago M., 2024. "Helping families help themselves: The (Un)intended impacts of a digital parenting program," Journal of Development Economics, Elsevier, vol. 166(C).
    14. Barker, Nathan & Davis, C. Austin & López-Peña, Paula & Mitchell, Harrison & Mobarak, Ahmed Mushfiq & Naguib, Karim & Reimão, Maira Emy & Shenoy, Ashish & Vernot, Corey, 2023. "Migration and resilience during a global crisis," European Economic Review, Elsevier, vol. 158(C).
    15. Martin Paul Jr. Tabe‐Ojong & Bisrat Haile Gebrekidan & Emmanuel Nshakira‐Rukundo & Jan Börner & Thomas Heckelei, 2022. "COVID‐19 in rural Africa: Food access disruptions, food insecurity and coping strategies in Kenya, Namibia, and Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 53(5), pages 719-738, September.
    16. Victoria Baranov & Pauline Grosjean & Fatima Jamal Khan & Sarah Walker, 2022. "The impact of COVID‐related economic shocks on household mental health in Pakistan," Health Economics, John Wiley & Sons, Ltd., vol. 31(10), pages 2208-2228, October.
    17. Arpit Gupta & Anup Malani & Bartosz Woda, 2021. "Inequality in India Declined During COVID," NBER Working Papers 29597, National Bureau of Economic Research, Inc.
    18. Abbie Turiansky & Erin Lipman & Arif Mamun & Cullen Seaton & Jonathan Gellar & Sarah Hughes, "undated". "Financial Inclusion and Resilience to COVID-19 Economic Shocks: Evidence from Kenya, Nigeria, and Uganda," Mathematica Policy Research Reports a7cc410219f848528f77e294d, Mathematica Policy Research.
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    22. Chunzhu Wei & Mo Zhang & Wei Chen & Yong Ge & Daoping Wang & Die Zhang & Desheng Xue & Qiuming Cheng & Changxiu Cheng & Wenguang Zhang, 2023. "After the pandemic: the global seafood trade market forecasts in 2030," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
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    24. Michael Vlassopoulos & Abu Siddique & Tabassum Rahman & Debayan Pakrashi & Asad Islam & Firoz Ahmed, 2024. "Improving Women's Mental Health during a Pandemic," American Economic Journal: Applied Economics, American Economic Association, vol. 16(2), pages 422-455, April.
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    43. Sophie Bruin & Just Dengerink & Jasper Vliet, 2021. "Urbanisation as driver of food system transformation and opportunities for rural livelihoods," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(4), pages 781-798, August.
    44. Calogero Carletto, 2021. "Better data, higher impact: improving agricultural data systems for societal change [Correlated non-classical measurement errors, ‘second best’ policy inference, and the inverse size-productivity r," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 48(4), pages 719-740.
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    46. Hammond, James & Siegal, Kim & Milner, Daniel & Elimu, Emmanuel & Vail, Taylor & Cathala, Paul & Gatera, Arsene & Karim, Azfar & Lee, Ja-Eun & Douxchamps, Sabine & Tu, Mai Thanh & Ouma, Emily & Lukuyu, 2022. "Perceived effects of COVID-19 restrictions on smallholder farmers: Evidence from seven lower- and middle-income countries," Agricultural Systems, Elsevier, vol. 198(C).
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    49. Hai-Anh Dang & Cuong Nguyen & Calogero Carletto, 2022. "Did a Successful Fight against COVID-19 Come at a Cost? Impacts of the Pandemic on Employment Outcomes in Vietnam," Working Papers 607, ECINEQ, Society for the Study of Economic Inequality.
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    51. Kidman, Rachel & Breton, Etienne & Behrman, Jere & Kohler, Hans-Peter, 2022. "Returning to school after COVID-19 closures: Who is missing in Malawi?," International Journal of Educational Development, Elsevier, vol. 93(C).
    52. Joyeeta Singh Chakraborty & Bikash Ranjan Parida & Nilendu Singh, 2021. "Future Food Sustainability Can Be Traced Back into Local People’s Socio-Cultural Roots in Uttarakhand Himalaya, India," Sustainability, MDPI, vol. 13(13), pages 1-18, June.
    53. Alex Armand & Mattia Fracchia & Pedro C. Vicente, 2021. "Let s call! Using the phone to increase acceptance of COVID-19 vaccines," NOVAFRICA Working Paper Series wp2113, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    54. Didarul Islam & Mohammad Abdullah Al Faisal, 2024. "Variability in Aggregate Personal Income Across Industrial Sectors During COVID-19 Shock: A Time-Series Exploration," Papers 2403.20039, arXiv.org.
    55. Gao Tianming & Vasilii Erokhin & Aleksandr Arskiy & Mikail Khudzhatov, 2021. "Has the COVID-19 Pandemic Affected Maritime Connectivity? An Estimation for China and the Polar Silk Road Countries," Sustainability, MDPI, vol. 13(6), pages 1-39, March.
    56. Brunckhorst, Ben & Cojocaru, Alexandru & Kim, Yeon Soo & Kugler, Maurice, 2024. "Long COVID: The evolution of household welfare in developing countries during the pandemic," World Development, Elsevier, vol. 175(C).
    57. Jakubowski, Aleksandra & Egger, Dennis & Nekesa, Carolyne & Lowe, Layna & Walker, Michael & Miguel, Edward, 2021. "Self-reported vs Directly Observed Face Mask Use in Kenya," Department of Economics, Working Paper Series qt6jx7p45h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    58. Hai-Anh H. Dang & Cuong Viet Nguyen, 2024. "Agricultural Production as a Coping Strategy during the Covid-19 Pandemic? Evidence from Rural Viet Nam," Working Papers DP-2023-23, Economic Research Institute for ASEAN and East Asia (ERIA).
    59. Berkouwer, Susanna & Biscaye, Pierre & Hsu, Eric & Kim, Oliver & Lee, Kenneth & Miguel, Edward & Wolfram, Catherine, 2023. "Money or Power? Choosing Covid-19 aid in Kenya," Department of Economics, Working Paper Series qt77q3w4sm, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    60. Lecoutere, Els & van den Berg, Marrit & de Brauw, Alan, 2023. "Changes in women’s empowerment in the household, women’s diet diversity, and their relationship against the background of COVID-19 in southern Bangladesh," Journal of Asian Economics, Elsevier, vol. 84(C).
    61. Mateusz Filipski & Anubhab Gupta & Justin Kagin & Arif Husain & Alejandro Grinspun & Oscar Maria Caccavale & Silvio Daidone & Valerio Giuffrida & Friederike Greb & Joseph Hooker & Susanna Sandström & , 2022. "A local general‐equilibrium emergency response modeling approach for sub‐Saharan Africa," Agricultural Economics, International Association of Agricultural Economists, vol. 53(1), pages 72-89, January.
    62. Aminou Arouna & Souleïmane A. Adekambi & Rachidi Aboudou & Wilfried Gnipabo Yergo & Gaudiose Mujawamariya, 2024. "Impact assessment of the COVID-19 pandemic on the income and food security of rice smallholder producers in five African countries," SN Business & Economics, Springer, vol. 4(11), pages 1-20, November.
    63. Kohler, Iliana V. & Kämpfen, Fabrice & Ciancio, Alberto & Mwera, James & Mwapasa, Victor & Kohler, Hans-Peter, 2022. "Curtailing Covid-19 on a dollar-a-day in Malawi: Role of community leadership for shaping public health and economic responses to the pandemic," World Development, Elsevier, vol. 151(C).
    64. Mabugu, Ramos E. & Maisonnave, Helene & Henseler, Martin & Chitiga-Mabugu, Margaret & Makochekanwa, Albert, 2023. "Implications of COVID-19 and mitigation measures on gender and the Zimbabwean economy," Economic Modelling, Elsevier, vol. 121(C).
    65. Saha, Shrabani & Sen, Kunal, 2023. "Do economic and political crises lead to corruption? The role of institutions," Economic Modelling, Elsevier, vol. 124(C).
    66. Hangoma, Peter & Hachhethu, Kusum & Passeri, Silvia & Norheim, Ole Frithjof & Rivers, Johnathan & Mæstad, Ottar, 2024. "Short- and long-term food insecurity and policy responses in pandemics: Panel data evidence from COVID-19 in low- and middle-income countries," World Development, Elsevier, vol. 175(C).
    67. Christian Estmann & Henrik Hansen & John Rand, 2021. "Fiscal policy responses to COVID-19 in Danida priority countries in Sub-Saharan Africa," DERG working paper series 21-09, University of Copenhagen. Department of Economics. Development Economics Research Group (DERG).
    68. Lanau, Alba & Grieve, Tigist & Tengbeh, Angus Fayia & Enria, Luisa & Wayack-Pambé, Madeleine, 2023. "“Since the market is closed, there is no more money, there is nothing we can do”: Voices of adolescent girls in Burkina Faso and Sierra Leone on poverty and COVID-19," Children and Youth Services Review, Elsevier, vol. 155(C).
    69. Nitya Mittal & Janina Isabel Steinert & Sebastian Vollmer, 2023. "COVID-19 pandemic, losses of livelihoods and uneven recovery in Pune, India," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    70. Carlos F. Gould & Ajay Pillarisetti & Lisa M. Thompson & Sonakshi Saluja & Vagisha Nandan & Johannes Urpelainen, 2023. "Using high-frequency household surveys to describe energy use in rural North India during the COVID-19 pandemic," Nature Energy, Nature, vol. 8(2), pages 169-178, February.
    71. Jeong, Joshua & Ahun, Marilyn N. & Bliznashka, Lilia & Velthausz, Daan & Donco, Rotafina & Yousafzai, Aisha K., 2021. "Barriers and facilitators to father involvement in early child health services: A qualitative study in rural Mozambique," Social Science & Medicine, Elsevier, vol. 287(C).
    72. Stephen Roll & Yung Chun & Olga Kondratjeva & Mathieu Despard & Talia Meital Schwartz-Tayri & Michal Grinstein-Weiss, 2022. "Household Spending Patterns and Hardships during COVID-19: A Comparative Study of the U.S. and Israel," Journal of Family and Economic Issues, Springer, vol. 43(2), pages 261-281, June.

  22. Zeng, Jiaming & Gensheimer, Michael F. & Rubin, Daniel L. & Athey, Susan & Schachter, Ross D., 2021. "Uncovering Interpretable Potential Confounders in Electronic Medical Records," Research Papers 3950, Stanford University, Graduate School of Business.

    Cited by:

    1. Carrizosa, Emilio & Ramírez-Ayerbe, Jasone & Romero Morales, Dolores, 2024. "Mathematical optimization modelling for group counterfactual explanations," European Journal of Operational Research, Elsevier, vol. 319(2), pages 399-412.
    2. Takanobu Hirosawa & Yukinori Harada & Masashi Yokose & Tetsu Sakamoto & Ren Kawamura & Taro Shimizu, 2023. "Diagnostic Accuracy of Differential-Diagnosis Lists Generated by Generative Pretrained Transformer 3 Chatbot for Clinical Vignettes with Common Chief Complaints: A Pilot Study," IJERPH, MDPI, vol. 20(4), pages 1-10, February.

  23. Ruoxuan Xiong & Allison Koenecke & Michael Powell & Zhu Shen & Joshua T. Vogelstein & Susan Athey, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Papers 2107.11732, arXiv.org, revised Apr 2023.

    Cited by:

    1. Aldo Gael Carranza & Susan Athey, 2023. "Federated Offline Policy Learning," Papers 2305.12407, arXiv.org, revised Oct 2024.

  24. Ruohan Zhan & Zhimei Ren & Susan Athey & Zhengyuan Zhou, 2021. "Policy Learning with Adaptively Collected Data," Papers 2105.02344, arXiv.org, revised Nov 2022.

    Cited by:

    1. Masahiro Kato & Kyohei Okumura & Takuya Ishihara & Toru Kitagawa, 2024. "Adaptive Experimental Design for Policy Learning," Papers 2401.03756, arXiv.org, revised Feb 2024.
    2. Keshav Agrawal & Susan Athey & Ayush Kanodia & Emil Palikot, 2022. "Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial," Papers 2208.13940, arXiv.org, revised Dec 2022.
    3. Shantanu Gupta & Zachary C. Lipton & David Childers, 2021. "Efficient Online Estimation of Causal Effects by Deciding What to Observe," Papers 2108.09265, arXiv.org, revised Oct 2021.

  25. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes," Papers 2006.09676, arXiv.org.

    Cited by:

    1. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    2. Xiong, Ruoxuan & Koenecke, Allison & Powell, Michael & Shen, Zhu & Vogelstein, Joshua T. & Athey, Susan, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Research Papers 3990, Stanford University, Graduate School of Business.
    3. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2024.
    4. Li, Ting & Shi, Chengchun & Wen, Qianglin & Sui, Yang & Qin, Yongli & Lai, Chunbo & Zhu, Hongtu, 2024. "Combining experimental and historical data for policy evaluation," LSE Research Online Documents on Economics 125588, London School of Economics and Political Science, LSE Library.
    5. D'Haultfoeuille, Xavier & Gaillac, Christophe & Maurel, Arnaud, 2022. "Partially Linear Models under Data Combination," IZA Discussion Papers 15230, Institute of Labor Economics (IZA).
    6. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    7. Yechan Park & Yuya Sasaki, 2024. "A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data," Papers 2401.12050, arXiv.org.
    8. Harsh Parikh & Marco Morucci & Vittorio Orlandi & Sudeepa Roy & Cynthia Rudin & Alexander Volfovsky, 2023. "A Double Machine Learning Approach to Combining Experimental and Observational Data," Papers 2307.01449, arXiv.org, revised Apr 2024.
    9. Yechan Park & Yuya Sasaki, 2024. "Matching $\leq$ Hybrid $\leq$ Difference in Differences," Papers 2411.07952, arXiv.org, revised Feb 2025.
    10. Tatyana Deryugina & Julian Reif, 2023. "The Long-run Effect of Air Pollution on Survival," NBER Working Papers 31858, National Bureau of Economic Research, Inc.
    11. Xinyu Li & Wang Miao & Fang Lu & Xiao‐Hua Zhou, 2023. "Improving efficiency of inference in clinical trials with external control data," Biometrics, The International Biometric Society, vol. 79(1), pages 394-403, March.
    12. Kyungmin Park & Stephanie Lee & Shahryar Doosti & Yong Tan, 2023. "Provision of helpful review videos: Effects of video characteristics on perceived helpfulness," Production and Operations Management, Production and Operations Management Society, vol. 32(7), pages 2031-2048, July.
    13. George Z. Gui, 2020. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Papers 2010.05117, arXiv.org, revised Dec 2023.
    14. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    15. Yechan Park & Yuya Sasaki, 2024. "The Informativeness of Combined Experimental and Observational Data under Dynamic Selection," Papers 2403.16177, arXiv.org.
    16. George Z. Gui, 2024. "Combining Observational and Experimental Data to Improve Efficiency Using Imperfect Instruments," Marketing Science, INFORMS, vol. 43(2), pages 378-391, March.

  26. Susan Athey & Billy A. Ferguson & Matthew Gentzkow & Tobias Schmidt, 2020. "Experienced Segregation," NBER Working Papers 27572, National Bureau of Economic Research, Inc.

    Cited by:

    1. Daniel Aaronson & Daniel Hartley & Bhashkar Mazumder, 2023. "The Lasting Impact of Historical Residential Security Maps on Experienced Segregation," Working Paper Series WP 2023-33, Federal Reserve Bank of Chicago.
    2. Kirchberger, Martina, 2021. "Measuring internal migration," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    3. Couture, Victor & Dingel, Jonathan I. & Green, Allison & Handbury, Jessie & Williams, Kevin R., 2022. "JUE Insight: Measuring movement and social contact with smartphone data: a real-time application to COVID-19," Journal of Urban Economics, Elsevier, vol. 127(C).

  27. Sanath Kumar Krishnamurthy & Susan Athey, 2020. "Survey Bandits with Regret Guarantees," Papers 2002.09814, arXiv.org.

    Cited by:

    1. Danielle Li & Lindsey Raymond & Peter Bergman, 2024. "Hiring as Exploration," Papers 2411.03616, arXiv.org.
    2. Claudio Cardoso Flores & Marcelo Cunha Medeiros, 2020. "Online Action Learning in High Dimensions: A Conservative Perspective," Papers 2009.13961, arXiv.org, revised Mar 2024.

  28. Offer-Westort, Molly & Rosenzweig, Leah R. & Athey, Susan, 2020. "Optimal Policies to Battle the Coronavirus "Infodemic" among Social Media Users in Sub-Saharan Africa: Pre-analysis Plan," Research Papers 3913, Stanford University, Graduate School of Business.

    Cited by:

    1. Aur'elien Bibaut & Nathan Kallus, 2024. "Demistifying Inference after Adaptive Experiments," Papers 2405.01281, arXiv.org.

  29. Athey, Susan & Bryan, Kevin & Gans, Joshua S., 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," Research Papers 3856, Stanford University, Graduate School of Business.

    Cited by:

    1. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    2. Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Effect of artificial intelligence on economic growth in European countries: a symmetric and asymmetric cointegration based on linear and non-linear ARDL approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-37, December.
    3. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    4. Talia Gillis & Bryce McLaughlin & Jann Spiess, 2021. "On the Fairness of Machine-Assisted Human Decisions," Papers 2110.15310, arXiv.org, revised Sep 2023.
    5. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024. "Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    6. Andres, Antonio Rodriguez & Otero, Abraham & Amavilah, Voxi Heinrich, 2021. "Evaluation of technology clubs by clustering: A cautionary note," MPRA Paper 109138, University Library of Munich, Germany.
    7. Ashesh Rambachan & Jon Kleinberg & Sendhil Mullainathan & Jens Ludwig, 2020. "An Economic Approach to Regulating Algorithms," NBER Working Papers 27111, National Bureau of Economic Research, Inc.
    8. Bauer, Kevin & von Zahn, Moritz & Hinz, Oliver, 2023. "Please take over: XAI, delegation of authority, and domain knowledge," SAFE Working Paper Series 394, Leibniz Institute for Financial Research SAFE.
    9. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    10. Caro-Burnett, Johann & Kaneko, Shinji, 2022. "Is Society Ready for AI Ethical Decision Making? Lessons from a Study on Autonomous Cars," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    11. Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
    12. Bryce McLaughlin & Jann Spiess, 2022. "Algorithmic Assistance with Recommendation-Dependent Preferences," Papers 2208.07626, arXiv.org, revised Jan 2024.
    13. Jonathan Gruber & Benjamin R. Handel & Samuel H. Kina & Jonathan T. Kolstad, 2020. "Managing Intelligence: Skilled Experts and AI in Markets for Complex Products," NBER Working Papers 27038, National Bureau of Economic Research, Inc.
    14. Laura Blattner & Scott Nelson & Jann Spiess, 2021. "Unpacking the Black Box: Regulating Algorithmic Decisions," Papers 2110.03443, arXiv.org, revised May 2024.
    15. Marie Obidzinski & Yves Oytana, 2022. "Advisory algorithms and liability rules," Working Papers 2022-04, CRESE.
    16. Feldhaus, Christoph & Lingens, Jörg & Löschel, Andreas & Zunker, Gerald, 2022. "Encouraging consumer activity through automatic switching of the electricity contract - A field experiment," Energy Policy, Elsevier, vol. 164(C).
    17. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
    18. Marie Obidzinski & Yves Oytana, 2022. "Prediction, human decision and liability rules, CRED Working paper No 2022-06," Working Papers hal-04034871, HAL.

  30. Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang, 2019. "The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely," NBER Working Papers 26463, National Bureau of Economic Research, Inc.

    Cited by:

    1. García, Jorge Luis & Heckman, James J., 2022. "Parenting Promotes Social Mobility Within and Across Generations," IZA Discussion Papers 15672, Institute of Labor Economics (IZA).
    2. John List & Ragan Petrie & Anya Samek, 2021. "How Experiments with Children Inform Economics," Artefactual Field Experiments 00729, The Field Experiments Website.
    3. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    4. Guido Imbens & Nathan Kallus & Xiaojie Mao & Yuhao Wang, 2022. "Long-term Causal Inference Under Persistent Confounding via Data Combination," Papers 2202.07234, arXiv.org, revised Aug 2024.
    5. Battistin, Erich & De Nadai, Michele & Krishnan, Nandini, 2020. "The Insights and Illusions of Consumption Measurements," IZA Discussion Papers 13222, Institute of Labor Economics (IZA).
    6. Itzik Fadlon & Frederik Plesner Lyngse & Torben Heien Nielsen, 2022. "Early Career Setbacks and Women’s Career-Family Trade-Off," CEBI working paper series 22-06, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    7. Quinn, Simon & Caria, Stefano & Gordon, Grant & Kasy, Maximilian & Shami, Soha & Teytelboym, Alexander, 2020. "An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan," CEPR Discussion Papers 15359, C.E.P.R. Discussion Papers.
    8. Germ'an Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," Papers 2301.02575, arXiv.org.
    9. Mariano Tommasi, 2023. "Latin America and the Caribbean in the first quarter of the 21st century. What should be reformed, what can be reformed, and how to think about it?," Working Papers 170, Universidad de San Andres, Departamento de Economia, revised Jul 2024.
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    18. Kasy, Maximilian, 2023. "The political economy of AI: Towards democratic control of the means of prediction," INET Oxford Working Papers 2023-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
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    115. Robert Messerle & Jonas Schreyögg, 2024. "Country-level effects of diagnosis-related groups: evidence from Germany’s comprehensive reform of hospital payments," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(6), pages 1013-1030, August.
    116. Gong, Da & Shang, Zhuocheng & Su, Yaqin & Yan, Andong & Zhang, Qi, 2024. "Economic impacts of China's zero-COVID policies," China Economic Review, Elsevier, vol. 83(C).
    117. Ajab Khan & Ali Sina Önder & Sercan Özcan, 2023. "Does Performance-based Public Funding Pay off? UK’s Research Excellence Framework (REF) and Research Productivity," Working Papers in Economics & Finance 2023-08, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
    118. Maria Petrillo & Daniel Valdenegro & Charles Rahal & Yanan Zhang & Gwilym Pryce & Matthew R. Bennett, 2024. "Estimating the Cost of Informal Care with a Novel Two-Stage Approach to Individual Synthetic Control," Papers 2411.10314, arXiv.org, revised Nov 2024.
    119. Sunil Mithas & Yanzhen Chen & Yatang Lin & Alysson De Oliveira Silveira, 2022. "On the causality and plausibility of treatment effects in operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4558-4571, December.
    120. Alberto Abadie & Anish Agarwal & Raaz Dwivedi & Abhin Shah, 2024. "Doubly Robust Inference in Causal Latent Factor Models," Papers 2402.11652, arXiv.org, revised Oct 2024.
    121. Robert Calvert Jump & Adam Scavette, 2024. "Do Research Universities Recession Proof Their Regions? Evidence from State Flagship College Towns," Working Paper 24-05, Federal Reserve Bank of Richmond.
    122. Cropper, Maureen & Suri, Palak, 2024. "Measuring the air pollution benefits of public transport projects," Regional Science and Urban Economics, Elsevier, vol. 107(C).
    123. Robert J. Kolesar & Rok Spruk, 2024. "Effect of Austerity Measures on Infant Mortality: Evidence from Greece," Papers 2407.17084, arXiv.org.
    124. Lucie Coufalová & Fanny Dellinger & Peter Huber & Stepan Mikula, 2024. "Borders and Population Growth: Evidence from a Century of Border Regime Changes on the Austrian-Czech Border," WIFO Working Papers 680, WIFO.
    125. Luis Costa & Vivek F. Farias & Patricio Foncea & Jingyuan (Donna) Gan & Ayush Garg & Ivo Rosa Montenegro & Kumarjit Pathak & Tianyi Peng & Dusan Popovic, 2023. "Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure," Interfaces, INFORMS, vol. 53(5), pages 336-349, September.
    126. Nicolás de Roux & Evan Riehl, 2020. "Disrupted Academic Careers: The Returns to Time Off after High School," Documentos CEDE 18417, Universidad de los Andes, Facultad de Economía, CEDE.
    127. Hollingsworth, Alex & Wing, Coady, 2020. "Tactics for design and inference in synthetic control studies: An applied example using high-dimensional data," SocArXiv fc9xt, Center for Open Science.
    128. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    129. Rico-Straffon, Jimena & Wang, Zhenhua & Panlasigui, Stephanie & Loucks, Colby J. & Swenson, Jennifer & Pfaff, Alexander, 2023. "Forest concessions and eco-certifications in the Peruvian Amazon: Deforestation impacts of logging rights and logging restrictions," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    130. Huber, Matthias & Uebelmesser, Silke, 2023. "Presence of language-learning opportunities and migration," Labour Economics, Elsevier, vol. 84(C).
    131. Posso, Alberto, 2023. "Bilingual education and child labor: Lessons from Peru," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 840-872.
    132. Steinbach, Sandro & Yildirim, Yasin, 2023. "Agricultural Commodity Market Response to Russia’s Withdrawal from the Grain Deal," 2023: The Future of (Ag-) Trade and Trade Governance in Times of Economic Sanctions and Declining Multilateralism, December 10-12, Clearwater Beach, FL 339540, International Agricultural Trade Research Consortium.
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    184. Crudu, Federico & Di Stefano, Roberta & Mellace, Giovanni & Tiezzi, Silvia, 2024. "The gray zone: How not imposing a strict lockdown at the beginning of a pandemic can cost many lives," Labour Economics, Elsevier, vol. 89(C).
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    186. Jiang, Hongli & Hu, Wenjie & Guo, Ziqing & Hou, Yan & Chen, Tingqiang, 2024. "E-commerce development and carbon emission efficiency: Evidence from 240 cities in China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 586-603.
    187. Aleksei Chernulich & Romain Gauriot & Daehong Min, 2023. "Endogenous Tracking: Sorting and Peer Effects," Working Papers 20230084, New York University Abu Dhabi, Department of Social Science, revised Jan 2023.
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    189. Abman, Ryan & Longbrake, Gabrial, 2023. "Resource development and governance declines: The case of the Chad–Cameroon petroleum pipeline," Energy Economics, Elsevier, vol. 117(C).
    190. Huang, Xiaoqi & Liu, Wei & Zhang, Zhan & Zou, Xinyu & Li, Pujuan, 2023. "Quantity or quality: Environmental legislation and corporate green innovations," Ecological Economics, Elsevier, vol. 204(PB).
    191. Ramsey, Austin F. & Goodwin, Barry K., 2024. "A Different 'Law of One Price:' Missouri's Livestock Marketing Law of 1999," 2024 Annual Meeting, July 28-30, New Orleans, LA 343679, Agricultural and Applied Economics Association.
    192. He, Peiming & Zhang, Jiaming & Xu, Xuelu & Lin, Chuan & Chen, Litai, 2024. "Unintended environmental gains: The impact of China–Europe Railway Express on carbon dioxide emissions in China," Transport Policy, Elsevier, vol. 153(C), pages 127-140.
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    196. Claudia Shi & Dhanya Sridhar & Vishal Misra & David M. Blei, 2021. "On the Assumptions of Synthetic Control Methods," Papers 2112.05671, arXiv.org, revised Dec 2021.
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  32. Susan Athey & Guido Imbens & Jonas Metzger & Evan Munro, 2019. "Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations," Papers 1909.02210, arXiv.org, revised Jul 2020.

    Cited by:

    1. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    2. Christian M. Dahl & Emil N. S{o}rensen, 2021. "Time Series (re)sampling using Generative Adversarial Networks," Papers 2102.00208, arXiv.org.
    3. Jiafeng Chen & Xiaohong Chen & Elie Tamer, 2021. "Efficient Estimation in NPIV Models: A Comparison of Various Neural Networks-Based Estimators," Papers 2110.06763, arXiv.org, revised Oct 2022.
    4. Nir Billfeld & Moshe Kim, 2024. "Context-dependent Causality (the Non-Nonotonic Case)," Papers 2404.05021, arXiv.org.
    5. Jonas Metzger, 2022. "Adversarial Estimators," Papers 2204.10495, arXiv.org, revised Jun 2022.
    6. Chen, Jiafeng & Chen, Xiaohong & Tamer, Elie, 2023. "Efficient estimation of average derivatives in NPIV models: Simulation comparisons of neural network estimators," Journal of Econometrics, Elsevier, vol. 235(2), pages 1848-1875.
    7. Jiafeng Chen & Xiaohong Chen & Elie Tamer, 2021. "Efficient Estimation of Average Derivatives in NPIV Models: Simulation Comparisons of Neural Network Estimators," Cowles Foundation Discussion Papers 2319, Cowles Foundation for Research in Economics, Yale University.
    8. Jiaying Gu & Roger Koenker, 2023. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Econometrica, Econometric Society, vol. 91(1), pages 1-41, January.
    9. Yves-C'edric Bauwelinckx & Jan Dhaene & Tim Verdonck & Milan van den Heuvel, 2023. "On the causality-preservation capabilities of generative modelling," Papers 2301.01109, arXiv.org.
    10. Allison Koenecke & Hal Varian, 2020. "Synthetic Data Generation for Economists," Papers 2011.01374, arXiv.org, revised Nov 2020.
    11. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    12. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    13. Tengyuan Liang, 2020. "How Well Generative Adversarial Networks Learn Distributions," Working Papers 2020-154, Becker Friedman Institute for Research In Economics.
    14. Jesus Fernandez-Villaverde, 2021. "Has Machine Learning Rendered Simple Rules Obsolete?," PIER Working Paper Archive 21-008, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    15. Christian M. Dahl & Torben S. D. Johansen & Emil N. S{o}rensen & Christian E. Westermann & Simon F. Wittrock, 2021. "Applications of Machine Learning in Document Digitisation," Papers 2102.03239, arXiv.org.
    16. Jiaying Gu & Roger Koenker, 2020. "Invidious Comparisons: Ranking and Selection as Compound Decisions," Papers 2012.12550, arXiv.org, revised Sep 2021.
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    50. Daniel Garcia & Juha Tolvanen & Alexander K. Wagner, 2022. "Demand Estimation Using Managerial Responses to Automated Price Recommendations," Management Science, INFORMS, vol. 68(11), pages 7918-7939, November.
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    52. Eric-Jan Wagenmakers & Alexandra Sarafoglou & Sil Aarts & Casper Albers & Johannes Algermissen & Štěpán Bahník & Noah Dongen & Rink Hoekstra & David Moreau & Don Ravenzwaaij & Aljaž Sluga & Franziska , 2021. "Seven steps toward more transparency in statistical practice," Nature Human Behaviour, Nature, vol. 5(11), pages 1473-1480, November.
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  34. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019. "Optimal Experimental Design for Staggered Rollouts," Papers 1911.03764, arXiv.org, revised Sep 2023.

    Cited by:

    1. Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen, 2021. "Multiple Randomization Designs," Papers 2112.13495, arXiv.org.
    2. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    3. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    4. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    5. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Sep 2023.
    6. Maria Petrova & Ananya Sen & Pinar Yildirim, 2021. "Social Media and Political Contributions: The Impact of New Technology on Political Competition," Management Science, INFORMS, vol. 67(5), pages 2997-3021, May.
    7. Kathryn N. Vasilaky & J. Michelle Brock, 2020. "Power(ful) guidelines for experimental economists," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 6(2), pages 189-212, December.
    8. Jinglong Zhao & Zijie Zhou, 2022. "Pigeonhole Design: Balancing Sequential Experiments from an Online Matching Perspective," Papers 2201.12936, arXiv.org, revised May 2024.
    9. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    10. Vivek F. Farias & Andrew A. Li & Tianyi Peng, 2021. "Learning Treatment Effects in Panels with General Intervention Patterns," Papers 2106.02780, arXiv.org, revised Mar 2023.
    11. Shan Huang & Chen Wang & Yuan Yuan & Jinglong Zhao & Brocco & Zhang, 2023. "Estimating Effects of Long-Term Treatments," Papers 2308.08152, arXiv.org, revised Dec 2024.
    12. Shuze Chen & David Simchi-Levi & Chonghuan Wang, 2024. "Experimenting on Markov Decision Processes with Local Treatments," Papers 2407.19618, arXiv.org, revised Oct 2024.
    13. Retsef Levi & Elisabeth Paulson & Georgia Perakis & Emily Zhang, 2024. "Heterogeneous Treatment Effects in Panel Data," Papers 2406.05633, arXiv.org.
    14. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.

  35. Rob Donnelly & Francisco R. Ruiz & David Blei & Susan Athey, 2019. "Counterfactual Inference for Consumer Choice Across Many Product Categories," Papers 1906.02635, arXiv.org, revised Aug 2023.

    Cited by:

    1. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    2. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    3. Du, Tianyu & Kanodia, Ayush & Athey, Susan, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python," Research Papers 4106, Stanford University, Graduate School of Business.
    4. Du, Tianyu & Kanodia, Ayush & Brunborg, Herman & Vafa, Keyon & Athey, Susan, 2024. "Labor-LLM: Language-Based Occupational Representations with Large Language Models," Research Papers 4188, Stanford University, Graduate School of Business.
    5. Adair Morse & Karen Pence, 2020. "Technological Innovation and Discrimination in Household Finance," NBER Working Papers 26739, National Bureau of Economic Research, Inc.
    6. Krueger, Rico & Bierlaire, Michel & Daziano, Ricardo A. & Rashidi, Taha H. & Bansal, Prateek, 2021. "Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity," Journal of choice modelling, Elsevier, vol. 41(C).
    7. Henrika Langen & Martin Huber, 2022. "How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign," Papers 2204.10820, arXiv.org, revised Jun 2022.
    8. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.
    9. Adam N. Smith & Jim E. Griffin, 2023. "Shrinkage priors for high-dimensional demand estimation," Quantitative Marketing and Economics (QME), Springer, vol. 21(1), pages 95-146, March.
    10. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2021. "Optimal Price Targeting," CESifo Working Paper Series 9439, CESifo.

  36. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," Papers 1903.10079, arXiv.org.

    Cited by:

    1. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    2. Fetzer, Thiemo & Wang, Shizhuo, 2020. "Measuring the Regional Economic Cost of Brexit: Evidence up to 2019," CEPR Discussion Papers 15051, C.E.P.R. Discussion Papers.
    3. Danielsson, Jon & Macrae, Robert & Uthemann, Andreas, 2022. "Artificial intelligence and systemic risk," LSE Research Online Documents on Economics 111601, London School of Economics and Political Science, LSE Library.
    4. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    5. Newell, Richard G. & Prest, Brian C. & Sexton, Steven, 2020. "The GDP Temperature Relationship: Implications for Climate Change Damages," RFF Working Paper Series 18-17, Resources for the Future.
    6. Lenza, Michele & Moutachaker, Inès & Paredes, Joan, 2023. "Density forecasts of inflation: a quantile regression forest approach," Working Paper Series 2830, European Central Bank.
    7. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    8. Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2018. "Economic predictions with big data: the illusion of sparsity," Staff Reports 847, Federal Reserve Bank of New York.
    9. Shafiullah Qureshi & Ba Chu & Fanny S. Demers, 2021. "Forecasting Canadian GDP Growth with Machine Learning," Carleton Economic Papers 21-05, Carleton University, Department of Economics.
    10. Povilas Lastauskas & Julius Stakénas, 2019. "Does It Matter When Labor Market Reforms Are Implemented? The Role of the Monetary Policy Environment," CESifo Working Paper Series 7844, CESifo.
    11. Hollingsworth, Alex & Wing, Coady, 2020. "Tactics for design and inference in synthetic control studies: An applied example using high-dimensional data," SocArXiv fc9xt, Center for Open Science.
    12. Surender Kumar & Madhu Khanna, 2019. "Temperature and Production Efficiency Growth: Empirical Evidence," Working papers 298, Centre for Development Economics, Delhi School of Economics.
    13. Gabriel Loumeau & Christian Stettler, 2021. "Fiscal Autonomy and Self-Determination," CESifo Working Paper Series 9445, CESifo.
    14. Hoang, Daniel & Wiegratz, Kevin, 2022. "Machine learning methods in finance: Recent applications and prospects," Working Paper Series in Economics 158, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    15. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    16. Jesus Fernandez-Villaverde, 2020. "Simple Rules for a Complex World with Arti?cial Intelligence," PIER Working Paper Archive 20-010, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    17. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
    18. Jesus Fernandez-Villaverde, 2021. "Has Machine Learning Rendered Simple Rules Obsolete?," PIER Working Paper Archive 21-008, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    19. Duarte, Victor & Duarte, Diogo & Fonseca, Julia & Montecinos, Alexis, 2020. "Benchmarking machine-learning software and hardware for quantitative economics," Journal of Economic Dynamics and Control, Elsevier, vol. 111(C).
    20. Cerqua, Augusto & Letta, Marco, 2020. "Local economies amidst the COVID-19 crisis in Italy: a tale of diverging trajectories," MPRA Paper 104404, University Library of Munich, Germany.
    21. Mika Ylinen & Mikko Ranta, 2024. "Employer ratings in social media and firm performance: Evidence from an explainable machine learning approach," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 247-276, March.

  37. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2018. "Offline Multi-Action Policy Learning: Generalization and Optimization," Papers 1810.04778, arXiv.org, revised Nov 2018.

    Cited by:

    1. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    2. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Sep 2024.
    3. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    4. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    5. Zhaonan Qu & Isabella Qian & Zhengyuan Zhou, 2020. "Interpretable Personalization via Policy Learning with Linear Decision Boundaries," Papers 2003.07545, arXiv.org, revised Nov 2022.
    6. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    7. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    8. Goller, Daniel & Harrer, Tamara & Lechner, Michael & Wolff, Joachim, 2021. "Active labour market policies for the long-term unemployed: New evidence from causal machine learning," Economics Working Paper Series 2108, University of St. Gallen, School of Economics and Political Science.
    9. Weibin Mo & Yufeng Liu, 2022. "Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment‐free effect models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 440-472, April.
    10. Masahiro Kato, 2020. "Confidence Interval for Off-Policy Evaluation from Dependent Samples via Bandit Algorithm: Approach from Standardized Martingales," Papers 2006.06982, arXiv.org.
    11. Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
    12. Zhan, Ruohan & Ren, Zhimei & Athey, Susan & Zhou, Zhengyuan, 2021. "Policy Learning with Adaptively Collected Data," Research Papers 3963, Stanford University, Graduate School of Business.
    13. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Causal Machine-Learning Approach," Papers 2103.10251, arXiv.org, revised Sep 2021.
    14. Jann Spiess & Vasilis Syrgkanis & Victor Yaneng Wang, 2021. "Finding Subgroups with Significant Treatment Effects," Papers 2103.07066, arXiv.org, revised Dec 2023.
    15. Shosei Sakaguchi, 2021. "Estimation of Optimal Dynamic Treatment Assignment Rules under Policy Constraints," Papers 2106.05031, arXiv.org, revised Aug 2024.
    16. Garbero, Alessandra & Sakos, Grayson & Cerulli, Giovanni, 2023. "Towards data-driven project design: Providing optimal treatment rules for development projects," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    17. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes," Papers 2006.09676, arXiv.org.
    18. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    19. Danielle Li & Lindsey Raymond & Peter Bergman, 2024. "Hiring as Exploration," Papers 2411.03616, arXiv.org.
    20. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Machine-Learning Approach," CESifo Working Paper Series 9037, CESifo.
    21. Toru Kitagawa & Guanyi Wang, 2020. "Who Should Get Vaccinated? Individualized Allocation of Vaccines Over SIR Network," Papers 2012.04055, arXiv.org, revised Jul 2021.
    22. Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

  38. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.

    Cited by:

    1. John J. Horton & Richard J. Zeckhauser, 2016. "Owning, Using and Renting: Some Simple Economics of the "Sharing Economy"," NBER Working Papers 22029, National Bureau of Economic Research, Inc.
    2. Gary Charness & Brian Jabarian & John List, 2023. "Generation Next: Experimentation with AI," Artefactual Field Experiments 00777, The Field Experiments Website.
    3. Greiff, Matthias & Paetzel, Fabian, 2020. "Information about average evaluations spurs cooperation: An experiment on noisy reputation systems," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 334-356.
    4. Rickard Nyman & Paul Ormerod, 2020. "Understanding the Great Recession Using Machine Learning Algorithms," Papers 2001.02115, arXiv.org.
    5. Abraham K. Song, 2019. "The Digital Entrepreneurial Ecosystem—a critique and reconfiguration," Small Business Economics, Springer, vol. 53(3), pages 569-590, October.
    6. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    7. Gallin, Joshua & Molloy, Raven & Nielsen, Eric & Smith, Paul & Sommer, Kamila, 2021. "Measuring aggregate housing wealth: New insights from machine learning ☆," Journal of Housing Economics, Elsevier, vol. 51(C).
    8. Deshpande, Advait, 2020. "The potential influence of machine learning and data science on the future of economics: Overview of highly-cited research," SocArXiv 9nh8g, Center for Open Science.
    9. Brett R Gordon & Kinshuk Jerath & Zsolt Katona & Sridhar Narayanan & Jiwoong Shin & Kenneth C Wilbur, 2019. "Inefficiencies in Digital Advertising Markets," Papers 1912.09012, arXiv.org, revised Feb 2020.
    10. Boto-García, David & Leoni, Veronica, 2024. "Noisy signals: Does rating volatility depend on the length of the consumption span?," Economic Modelling, Elsevier, vol. 139(C).
    11. Gružauskas Valentas & Čalnerytė Dalia & Fyleris Tautvydas & Kriščiūnas Andrius, 2021. "Application of Multivariate Time Series Cluster Analysis to Regional Socioeconomic Indicators of Municipalities," Real Estate Management and Valuation, Sciendo, vol. 29(3), pages 39-51, September.
    12. Stefan Wager & Kuang Xu, 2019. "Experimenting in Equilibrium," Papers 1903.02124, arXiv.org, revised Jun 2020.
    13. Thomas V Maher & Charles Seguin & Yongjun Zhang & Andrew P Davis, 2020. "Social scientists’ testimony before Congress in the United States between 1946-2016, trends from a new dataset," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-13, March.
    14. Kuroki, Masanori, 2021. "Using Python and Google Colab to teach undergraduate microeconomic theory," International Review of Economics Education, Elsevier, vol. 38(C).
    15. Larin, Sergey & Khrustalev, Evgeny & Ermakova, Yasmina, 2023. "Characteristics of markets for the creation of innovative products and their impact on the mechanisms of interaction between the subjects of the innovation infrastructure," MPRA Paper 119340, University Library of Munich, Germany, revised 28 Apr 2023.
    16. Yuting Xiao & Buwajian Abula, 2024. "Examining the Impact of Digital Economy on Agricultural Trade Efficiency in RCEP Region: A Perspective Based on Spatial Spillover Effects," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 9907-9934, September.
    17. Nicolas Petit & David J Teece, 2021. "Innovating Big Tech firms and competition policy: favoring dynamic over static competition [Patterns of industrial innovation]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1168-1198.
    18. Valentiny, Pál, 2024. "Mennyire innovatívak a Big Tech vállalatok? [How innovative are Big Tech companies?]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 22-56.
    19. Bessen, James & Impink, Stephen Michael & Reichensperger, Lydia & Seamans, Robert, 2022. "The role of data for AI startup growth," Research Policy, Elsevier, vol. 51(5).
    20. Krügel, Jan Philipp & Paetzel, Fabian, 2024. "The impact of fraud on reputation systems," Games and Economic Behavior, Elsevier, vol. 144(C), pages 329-354.
    21. Michael Lechner, 2023. "Causal Machine Learning and its use for public policy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-15, December.
    22. Michael G Jacobides & Ioannis Lianos, 2021. "Regulating platforms and ecosystems: an introduction [Ecosystem as structure: an actionable construct for strategy]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1131-1142.
    23. Krügel, Jan Philipp & Paetzel, Fabian, 2021. "The Impact of Fake Reviews on Reputation Systems and Efficiency," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242415, Verein für Socialpolitik / German Economic Association.
    24. Jacobides, Michael G. & Cennamo, Carmelo & Gawer, Annabelle, 2024. "Externalities and complementarities in platforms and ecosystems: From structural solutions to endogenous failures," Research Policy, Elsevier, vol. 53(1).

  39. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.

    Cited by:

    1. Brzezinski, Adam & Deiana, Guido & Kecht, Valentin & Van Dijcke, David, 2020. "The COVID-19 Pandemic: Government vs. Community Action Across the United States," INET Oxford Working Papers 2020-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    2. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Jan 2025.
    3. Branco, Catarina & Dohse, Dirk & dos Santos, João Pereira & Tavares, José, 2022. "Nobody's gonna slow me down? The effects of a transportation cost shock on firm performance and behavior," Ruhr Economic Papers 949, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    4. Silliman, Mikko & Willén, Alexander, 2024. "Worker Power, Immigrant Sorting, and Firm Dynamics," IZA Discussion Papers 17208, Institute of Labor Economics (IZA).
    5. Cirulli, Vanessa & Marini, Giorgia & Marini, Marco A. & Straume, Odd Rune, 2023. "Do Hospital Mergers Reduce Waiting Times? Theory and Evidence from the English NHS," FEEM Working Papers 337014, Fondazione Eni Enrico Mattei (FEEM).
    6. Sonia Bhalotra & Diogo G. C. Britto & Paolo Pinotti & Breno Sampaio, 2021. "Job Displacement, Unemployment Benefits and Domestic Violence," CESifo Working Paper Series 9186, CESifo.
    7. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    8. Mac Clay, Pablo & Börner, Jan & Sellare, Jorge, 2023. "Institutional and macroeconomic stability mediate the effect of auctions on renewable energy capacity," Energy Policy, Elsevier, vol. 180(C).
    9. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Papers 2405.12083, arXiv.org, revised Jan 2025.
    10. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.
    11. Ruveyda Nur Gozen, 2024. "Property rights and innovation dynamism: The role of women inventors," CEP Discussion Papers dp2005, Centre for Economic Performance, LSE.
    12. Tamara Bischof & Boris Kaiser, 2019. "Who Cares When You Close Down? The Effects of Primary Care Practice Closures on Patients," Diskussionsschriften dp1907, Universitaet Bern, Departement Volkswirtschaft.
    13. Coile, Courtney & Rossin-Slater, Maya & Su, Amanda, 2022. "The Impact of Paid Family Leave on Families with Health Shocks," IZA Discussion Papers 15783, Institute of Labor Economics (IZA).
    14. Don Fullerton & Chi L. Ta, 2022. "What Determines Effectiveness of Renewable Energy Standards? General Equilibrium Analytical Model and Empirical Analysis," CESifo Working Paper Series 9565, CESifo.
    15. Britto, Diogo & Melo, Caique & Sampaio, Breno, 2022. "The Kids Aren't Alright: Parental Job Loss and Children's Outcomes Within and Beyond Schools," CEPR Discussion Papers 17562, C.E.P.R. Discussion Papers.
    16. Ahn, Soojung & Steinbach, Sandro, 2022. "COVID-19 Trade Actions and Their Impact on the Agricultural and Food Sector," 2023 Allied Social Sciences Association (ASSA) Annual Meeting, January 6-8, 2023, New Orleans, Louisiana 316789, Agricultural and Applied Economics Association.
    17. Joshua Angrist & Bruno Ferman & Carol Gao & Peter Hull & Otavio L. Tecchio & Robert W. Yeh, 2024. "Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life," NBER Working Papers 33296, National Bureau of Economic Research, Inc.
    18. Leah Platt Boustan & Robert A. Margo & Matthew M. Miller & James M. Reeves & Justin P. Steil, 2019. "Does Condominium Development Lead to Gentrification?," NBER Working Papers 26170, National Bureau of Economic Research, Inc.
    19. Romain Baeriswyl & Alex Oktay & Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
    20. Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
    21. Giulia Bettin & Isabella Giorgetti & Stefano Staffolani, 2022. "The Impact Of Covid-19 Lockdown On The Gender Gap In The Italian Labour Market," Working Papers 460, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    22. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," DICE Discussion Papers 330, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    23. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    24. Schmidheiny, Kurt & Siegloch, Sebastian, 2019. "On Event Studies and Distributed-Lags in Two-Way Fixed Effects Models: Identification, Equivalence, and Generalization," CEPR Discussion Papers 13477, C.E.P.R. Discussion Papers.
    25. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
    26. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Discussion Paper Series DP2024-22, Research Institute for Economics & Business Administration, Kobe University.
    27. Sylvain Chareyron & Florence Goffette-Nagot & Lucie Letrouit, 2019. "Impacts of a French urban renewal program on local housing markets," Post-Print halshs-02353718, HAL.
    28. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    29. Darwyyn Deyo & Kofi Ampaabeng & Conor Norris & Edward Timmons, 2022. "Public interest or policy diffusion: Analyzing the effects of massage therapist municipal licensing," Working Papers 22-02, Department of Economics, West Virginia University.
    30. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    31. Rønnow, Helene Normann & Smed, Sinne & Tetens, Inge, 2024. "The (dynamic) effect of retirement on food purchases," The Journal of the Economics of Ageing, Elsevier, vol. 27(C).
    32. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    33. Clarke, Damian & Pailañir, Daniel & Athey, Susan & Imbens, Guido W., 2023. "Synthetic Difference-in-Differences Estimation," IZA Discussion Papers 15907, Institute of Labor Economics (IZA).
    34. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
    35. Diogo Britto & Paolo Pinotti & Breno Sampaio, "undated". "The Effect of Job Loss and Unemployment Insurance on Crime in Brazil," RF Berlin - CReAM Discussion Paper Series 2128, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    36. Bhattacharjee, Arnab & Aravena, Claudia & Castillo, Natalia & Ehrlich, Marco & Taou, Nadia & Wagner, Thomas, 2022. "Agroforestry Programs in the Colombian Amazon: Selection, Treatment and Exposure Effects on Deforestation," National Institute of Economic and Social Research (NIESR) Discussion Papers 537, National Institute of Economic and Social Research.
    37. Joaquín Artés & Juan Luis Jiménez & Jordi Perdiguero, 2023. "The effects of revealing the prosecution of political corruption on local finances," Empirical Economics, Springer, vol. 64(1), pages 249-275, January.
    38. Cappelletti, Matilde & Giuffrida, Leonardo M., 2021. "Procuring survival," ZEW Discussion Papers 21-093, ZEW - Leibniz Centre for European Economic Research.
    39. Vanessa Cirulli & Giorgia Marini, 2023. "Do mergers really increase output? Evidence from English hospitals," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(1), pages 159-189, March.
    40. Suchita Srinivasan, 2023. "Social Policies and Adaptation to Extreme Weather: Evidence from South Africa," CER-ETH Economics working paper series 23/381, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    41. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    42. Sumita, Kazuto & Nakazawa, Katsuyoshi & Kawase, Akihiro, 2021. "Long-term care facilities and migration of elderly households in an aged society: Empirical analysis based on micro data," Journal of Housing Economics, Elsevier, vol. 53(C).
    43. Andrea Mattozzi & Samuel Nocito & Francesco Sobbrio, 2024. "Fact-checking Politicians," Working Paper series 24-14, Rimini Centre for Economic Analysis.
    44. Dettmann, Eva & Giebler, Alexander & Weyh, Antje, 2020. "Flexpaneldid: A Stata toolbox for causal analysis with varying treatment time and duration," IWH Discussion Papers 3/2020, Halle Institute for Economic Research (IWH).
    45. Clément de Chaisemartin & Xavier D’haultfœuille, 2022. "Two-Way Fixed Effects and Differences-in-Differences with Heterogeneous Treatment Effects: A Survey," Post-Print hal-03873885, HAL.
    46. Michelle Marcus & Pedro H. C. Sant’Anna, 2021. "The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(2), pages 235-275.
    47. Martin Brown & Nicole Hentschel & Hannes Mettler & Helmut Stix, 2020. "Financial Innovation, Payment Choice and Cash Demand – Causal Evidence from the Staggered Introduction of Contactless Debit Cards (Martin Brown,Nicole Hentschel, Hannes Mettler, Helmut Stix)," Working Papers 230, Oesterreichische Nationalbank (Austrian Central Bank).
    48. Huang, Bin & He, Xiaoyan & Xu, Lei & Zhu, Yu, 2020. "Elite school designation and housing prices-quasi-experimental evidence from Beijing, China✰," Journal of Housing Economics, Elsevier, vol. 50(C).
    49. Rubolino, Enrico, 2023. "Does weak enforcement deter tax progressivity?," Journal of Public Economics, Elsevier, vol. 219(C).
    50. Tal Gross & Raymond Kluender & Feng Liu & Matthew J. Notowidigdo & Jialan Wang, 2019. "The Economic Consequences of Bankruptcy Reform," NBER Working Papers 26254, National Bureau of Economic Research, Inc.
    51. Motyakina, Yana, 2023. "Территории Опережающего Развития И Занятость В Моногородах Российской Федерации [Priority development areas and employment in Russian cities]," MPRA Paper 117635, University Library of Munich, Germany.
    52. Tobin, Zachary, 2024. "How do public schools respond to competition? Evidence from a charter school expansion," Economics of Education Review, Elsevier, vol. 99(C).
    53. Clò, Stefano & Frigerio, Marco & Vandone, Daniela, 2022. "Financial support to innovation: The role of European development financial institutions," Research Policy, Elsevier, vol. 51(10).
    54. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    55. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
    56. Aysegul Kayaoglu, 2021. "Do Refugees Cause Crime?," Working Papers 1470, Economic Research Forum, revised 20 Apr 2021.
    57. Jin, Zhangfeng & Zhang, Junsen, 2023. "Access to local citizenship and internal migration in a developing country: Evidence from a Hukou reform in China," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 181-215.
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    199. Martin Brown & Nicole Hentschel & Hannes Mettler & Helmut Stix, 2020. "Financial Innovation, Payment Choice and Cash Demand - Causal Evidence from the Staggered Introduction of Contactless Debit Cards," Working Papers on Finance 2002, University of St. Gallen, School of Finance.
    200. Álvaro Robério de Souza Sá & Danyelle Karine Santos Branco, 2024. "Social fund and infant mortality: Evidence from an anti‐poverty policy in Northeast Brazil," Health Economics, John Wiley & Sons, Ltd., vol. 33(4), pages 674-695, April.
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    206. Evan Mast, 2020. "Warding Off Development: Local Control, Housing Supply, and NIMBYs," Upjohn Working Papers 20-330, W.E. Upjohn Institute for Employment Research.
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    209. Guanyu Lu & Taisuke Sadayuki & Toshi H Arimura, 2023. "Does Emissions Trading Scheme Induce Innovation and Carbon Leakage? Evidence from Japan," Working Papers 2217, Waseda University, Faculty of Political Science and Economics.
    210. Zakaria Sorgho, 2024. "US suspension policy from the African Growth and Opportunity Act (AGOA): An estimation of the missing exports from sub‐Saharan Africa," South African Journal of Economics, Economic Society of South Africa, vol. 92(4), pages 524-548, December.
    211. Christopher D. Blake & Danna Kang Thomas & Joshua Hess, 2024. "Higher education: The impact of recreational marijuana on college applications," Contemporary Economic Policy, Western Economic Association International, vol. 42(2), pages 259-277, April.
    212. Solomon, Keisha T. & Dasgupta, Kabir, 2022. "State mental health insurance parity laws and college educational outcomes," Journal of Health Economics, Elsevier, vol. 86(C).
    213. David M. N. Mahon & Carlos J. Asarta, 2024. "Why are Schools Reclassifying Their Economics Major?," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 50(1), pages 103-116, January.
    214. Stefano Falcone, 2022. "Do Evictions Increase Crime? Evidence from Nuisance Ordinances in Ohio," Working Papers 1359, Barcelona School of Economics.
    215. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
    216. Thomas, Rhys Llewellyn & Millett, Christopher & Sousa Soares, Ricardo de & Hone, Thomas, 2024. "More doctors, better health? A generalised synthetic control approach to estimating impacts of increasing doctors under Brazil's Mais Medicos programme," Social Science & Medicine, Elsevier, vol. 358(C).
    217. Lähdemäki, Sakari, 2024. "Privatization in competitive environment: Evidence from Finland's manufacturing sector," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 402-421.
    218. Marina Dias & Demian Pouzo, 2021. "Inference for multi-valued heterogeneous treatment effects when the number of treated units is small," Papers 2105.10965, arXiv.org.
    219. Romina Tome & Marcos A Rangel & Christina M Gibson-Davis & Laura Bellows, 2021. "Heightened immigration enforcement impacts US citizens’ birth outcomes: Evidence from early ICE interventions in North Carolina," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-15, February.
    220. Wildmer Daniel Gregori & Maria Martinez Cillero & Michela Nardo, 2022. "The effects of cross-border acquisitions on firms’ productivity in the EU," Working Papers 2022.10, International Network for Economic Research - INFER.
    221. Suarez, Carlos, 2022. "Private management and strategic bidding behavior in electricity markets: Evidence from Colombia," Energy Economics, Elsevier, vol. 111(C).
    222. Yadav, Anil & McHale, John & O'Neill, Stephen, 2023. "How does co-authoring with a star affect scientists' productivity? Evidence from small open economies," Research Policy, Elsevier, vol. 52(1).
    223. Justin Callais & Andrew T. Young, 2022. "Does rigidity matter? Constitutional entrenchment and growth," European Journal of Law and Economics, Springer, vol. 53(1), pages 27-62, February.
    224. Jean-Victor Alipour & Valentin Lindlacher, 2022. "No Surprises, Please: Voting Costs and Electoral Turnout," CESifo Working Paper Series 9759, CESifo.
    225. Kline, Brendan, 2024. "Classical p-values and the Bayesian posterior probability that the hypothesis is approximately true," Journal of Econometrics, Elsevier, vol. 240(1).
    226. Chi L. Ta, 2021. "Theoretical and Empirical Evaluation of a Competitive Energy Rebate Program," CESifo Working Paper Series 8948, CESifo.
    227. Ruoxuan Xiong & Markus Pelger, 2019. "Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference," Papers 1910.08273, arXiv.org, revised Jan 2022.
    228. Wu, Jianxian & Nie, Xin & Wang, Han, 2023. "Curse to blessing: The carbon emissions trading system and resource-based cities' carbon mitigation," Energy Policy, Elsevier, vol. 183(C).
    229. Constantino Carreto & Simon Freyaldenhoven & Christian Hansen & Jorge Perez Perez & Jesse Shapiro, 2024. "xtevent: Estimation and Visualization in the Linear Panel Event-Study Design," Working Papers 24-15, Federal Reserve Bank of Philadelphia.
    230. Cei, Leonardo & Stefani, Gianluca & Defrancesco, Edi, 2020. "The role of group-time treatment effect heterogeneity in long standing European agricultural policies. An application to the European geographical indication policy," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 9(01), April.
    231. Glazer Amanda K. & Pimentel Samuel D., 2023. "Robust inference for matching under rolling enrollment," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-19, January.
    232. Justin Callais & Andrew T. Young, 2021. "Does constitutional entrenchment matter for economic freedom?," Contemporary Economic Policy, Western Economic Association International, vol. 39(4), pages 808-830, October.
    233. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
    234. Julia Hatamyar, 2022. "Workplace Breastfeeding Legislation and Female Labor Force Participation in the United States," Papers 2209.05916, arXiv.org, revised Oct 2024.
    235. Chen, Jiafeng & Glaeser, Edward & Wessel, David, 2023. "JUE Insight: The (non-)effect of opportunity zones on housing prices," Journal of Urban Economics, Elsevier, vol. 133(C).
    236. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
    237. Philipp Breidenbach & Timo Mitze, 2022. "Large-scale sport events and COVID-19 infection effects: evidence from the German professional football ‘experiment’," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 15-45.
    238. Carlos Suarez, 2021. "Private management and strategic bidding behavior in electricity markets: Evidence from Colombia," IREA Working Papers 202102, University of Barcelona, Research Institute of Applied Economics, revised Jan 2021.
    239. Alexander Cuntz & Alessio Muscarnera & Utsav Bahl & Prince C. Oguguo, 2024. "Are the best tunes played on the oldest fiddles? Distribution and digitization of recorded classical music," WIPO Economic Research Working Papers 87, World Intellectual Property Organization - Economics and Statistics Division.
    240. Giuseppe Rose & Francesco Mazzulla, 2023. "Relaxing Occupational Licensing In Italy: A Staggered Difference In Differences Analysis Using Balance-Sheet Data Of Italian Pharmacies," Working Papers 202302, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    241. Tan, Xiujie & Xiao, Ziwei & Liu, Yishuang & Taghizadeh-Hesary, Farhad & Wang, Banban & Dong, Hanmin, 2022. "The effect of green credit policy on energy efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    242. Hennicke, Moritz, 2023. "Restructuring of State-Owned Enterprises and Workers: Evidence from East Germany," OSF Preprints jext7, Center for Open Science.
    243. Valentin Verdier, 2020. "Average treatment effects for stayers with correlated random coefficient models of panel data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 917-939, November.
    244. Haoge Chang, 2023. "Design-based Estimation Theory for Complex Experiments," Papers 2311.06891, arXiv.org.
    245. Han, Jixuan & Li, Tianshu & Philbin, Simon P., 2023. "Does low-carbon pilot policy in China improve corporate profitability? The role of innovation and subsidy," Innovation and Green Development, Elsevier, vol. 2(2).
    246. Shoya Ishimaru, 2021. "What Do We Get from Two-Way Fixed Effects Regressions? Implications from Numerical Equivalence," Papers 2103.12374, arXiv.org, revised Oct 2024.
    247. Jose Renato Haas Ornelas & Alexandre Reggi Pecora, 2022. "Does Fintech Lending Lower Financing Costs? Evidence From An Emerging Market," Working Papers Series 571, Central Bank of Brazil, Research Department.
    248. Dmitry Arkhangelsky & Vasily Korovkin, 2020. "On Policy Evaluation with Aggregate Time-Series Shocks," CERGE-EI Working Papers wp657, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    249. Rosa, Leonardo & Bettinger, Eric & Carnoy, Martin & Dantas, Pedro, 2022. "The effects of public high school subsidies on student test scores," Economics of Education Review, Elsevier, vol. 87(C).

  40. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.

    Cited by:

    1. Sandrine Mesplé-Somps & Björn Nilsson, 2023. "Role models, aspirations and desire to migrate," Post-Print hal-04163958, HAL.
    2. 'Agoston Reguly, 2021. "Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Oct 2021.
    3. Brunori, Paolo & Hufe, Paul & Mahler, Daniel Gerszon, 2021. "The Roots of Inequality: Estimating Inequality of Opportunity from Regression Trees and Forests," IZA Discussion Papers 14689, Institute of Labor Economics (IZA).
    4. Michael Lechner & Jana Mareckova, 2022. "Modified Causal Forest," Papers 2209.03744, arXiv.org.
    5. Philippe Goulet Coulombe, 2024. "The macroeconomy as a random forest," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(3), pages 401-421, April.
    6. Guihua Wang & Jun Li & Wallace J. Hopp, 2022. "An Instrumental Variable Forest Approach for Detecting Heterogeneous Treatment Effects in Observational Studies," Management Science, INFORMS, vol. 68(5), pages 3399-3418, May.
    7. Andrea A. Naghi & Eoghan O'Neill & Martina Danielova Zaharieva, 2024. "The benefits of forecasting inflation with machine learning: New evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1321-1331, November.
    8. Zhai Jian & James Robert & Prokhorov Artem, 2022. "Technical and allocative inefficiency in production systems: a vine copula approach," Dependence Modeling, De Gruyter, vol. 10(1), pages 145-158, January.
    9. Richard Schnorrenberger & Aishameriane Schmidt & Guilherme Valle Moura, 2024. "Harnessing Machine Learning for Real-Time Inflation Nowcasting," Working Papers 806, DNB.
    10. Johann Pfitzinger, 2021. "An Interpretable Neural Network for Parameter Inference," Papers 2106.05536, arXiv.org.
    11. Peter Mueller & Fernando Andrés Quintana & Garritt L. Page, 2024. "Regression with Variable Dimension Covariates," Sankhya A: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 86(1), pages 185-198, November.

  41. Susan Athey & David Blei & Robert Donnelly & Francisco Ruiz & Tobias Schmidt, 2018. "Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data," Papers 1801.07826, arXiv.org.

    Cited by:

    1. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    2. Conlin, Michael & Dickert-Conlin, Stacy & Harris-Lagoudakis, Katherine, 2024. "Establishment level information as proxies for demand, congestion and social interaction," Economics Letters, Elsevier, vol. 241(C).
    3. Jason Greenberg & Daniel B. Sands & Gino Cattani & Joseph Porac, 2024. "Rating systems and increased heterogeneity in firm performance: Evidence from the New York City Restaurant Industry, 1994–2013," Strategic Management Journal, Wiley Blackwell, vol. 45(1), pages 36-65, January.
    4. Patacchini, Eleonora & Barwick, Panle Jia & Liu, Yanyan & Wu, Qi, 2019. "Information, Mobile Communication, and Referral Effects," CEPR Discussion Papers 13786, C.E.P.R. Discussion Papers.
    5. Badruddoza, Syed & Amin, Modhurima & McCluskey, Jill, 2019. "Assessing the Importance of an Attribute in a Demand SystemStructural Model versus Machine Learning," Working Papers 2019-5, School of Economic Sciences, Washington State University.
    6. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    7. Du, Tianyu & Kanodia, Ayush & Athey, Susan, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python," Research Papers 4106, Stanford University, Graduate School of Business.
    8. J. Daniel Aromí & M. Paula Bonel & Julián Cristiá & Martín Llada, 2020. "Socio-economic status and mobility during the COVID-19 pandemic: An analysis of large Latin American urban areas," Asociación Argentina de Economía Política: Working Papers 4307, Asociación Argentina de Economía Política.
    9. Gaubert, Cécile & Couture, Victor & Handbury, Jessie & Hurst, Erik, 2020. "Income Growth and the Distributional Effects of Urban Spatial Sorting," CEPR Discussion Papers 14350, C.E.P.R. Discussion Papers.
    10. Evan Munro & Serena Ng, 2022. "Latent Dirichlet Analysis of Categorical Survey Responses," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(1), pages 256-271, January.
    11. Krueger, Rico & Bierlaire, Michel & Daziano, Ricardo A. & Rashidi, Taha H. & Bansal, Prateek, 2021. "Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity," Journal of choice modelling, Elsevier, vol. 41(C).
    12. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    13. Gregory Faletto, 2023. "Fused Extended Two-Way Fixed Effects for Difference-in-Differences With Staggered Adoptions," Papers 2312.05985, arXiv.org, revised Oct 2024.
    14. Xie, Lusi & Adamowicz, Wiktor & Lloyd-Smith, Patrick, 2023. "Spatial and temporal responses to incentives: An application to wildlife disease management," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    15. Gabriel E. Kreindler & Yuhei Miyauchi, 2019. "Measuring Commuting and Economic Activity inside Cities with Cell Phone Records," Boston University - Department of Economics - Working Papers Series WP2020-006, Boston University - Department of Economics, revised Apr 2020.
    16. Federica Daniele & Mariona Segu & David Bounie & Youssouf Camara, 2022. "Bike-friendly cities: an opportunity for local businesses? Evidence from the city of Paris," THEMA Working Papers 2022-09, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.

  42. Kuang, Kun & Xiong, Ruoxuan & Cui, Peng & Athey, Susan & Li, Bo, 2018. "Stable Predictions across Unknown Environments," Research Papers 3695, Stanford University, Graduate School of Business.

    Cited by:

    1. Liu, Zhi & Zheng, Xiao-Xue & Li, Deng-Feng & Liao, Chen-Nan & Sheu, Jiuh-Biing, 2021. "A novel cooperative game-based method to coordinate a sustainable supply chain under psychological uncertainty in fairness concerns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    2. Michael Gechter & Keisuke Hirano & Jean Lee & Mahreen Mahmud & Orville Mondal & Jonathan Morduch & Saravana Ravindran & Abu S. Shonchoy, 2024. "Selecting Experimental Sites for External Validity," Papers 2405.13241, arXiv.org.
    3. Qiang Liu & Yingtao Luo & Shu Wu & Zhen Zhang & Xiangnan Yue & Hong Jin & Liang Wang, 2022. "RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring," Papers 2206.00568, arXiv.org.
    4. Silva, Daiane Vitória da & Pavan, Ana Laura Raymundo & Faria, Luiz Carlos de & Piekarski, Cassiano Moro & Saavedra, Yovana María Barrera & Lopes Silva, Diogo A., 2024. "Opportunities to integrate Ecosystem Services into Life Cycle Assessment (LCA): a case study of milk production in Brazil," Ecosystem Services, Elsevier, vol. 69(C).

  43. Rudolph, Maja & Ruiz, Francisco & Athey, Susan & Blei, David, 2017. "Structured Embedding Models for Grouped Data," Research Papers repec:ecl:stabus:3597, Stanford University, Graduate School of Business.

    Cited by:

    1. Knox, George & Datta, Hannes, 2020. "Streaming Services and the Homogenization of Music Consumption," Other publications TiSEM 0e4d6202-dcc5-4834-ba93-a, Tilburg University, School of Economics and Management.
    2. van Loon, Austin, 2022. "Three Families of Automated Text Analysis," SocArXiv htnej, Center for Open Science.
    3. André Greiner-Petter & Abdou Youssef & Terry Ruas & Bruce R. Miller & Moritz Schubotz & Akiko Aizawa & Bela Gipp, 2020. "Math-word embedding in math search and semantic extraction," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 3017-3046, December.

  44. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.

    Cited by:

    1. Ivan Fernandez-Val & Hugo Freeman & Martin Weidner, 2020. "Low-rank approximations of nonseparable panel models," CeMMAP working papers CWP52/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls with Staggered Adoption," Papers 1912.03290, arXiv.org, revised Jan 2021.
    3. Rafaty, R. & Dolphin, G. & Pretis, F., 2020. "Carbon pricing and the elasticity of CO2 emissions," Cambridge Working Papers in Economics 20116, Faculty of Economics, University of Cambridge.
    4. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
    5. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    6. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    7. Peter G. Klein & Robert Wuebker, 2020. "Corporate diversification and innovation: Managerial myopia or inefficient internal capital markets?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(8), pages 1403-1416, December.
    8. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    9. Cengiz, Doruk & Tekgüç, Hasan, 2024. "Counterfactual reconciliation: Incorporating aggregation constraints for more accurate causal effect estimates," International Journal of Forecasting, Elsevier, vol. 40(2), pages 564-580.
    10. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    11. Ibtihal Ferwana & Lav R. Varshney, 2022. "Optimal Recovery for Causal Inference," Papers 2208.06729, arXiv.org, revised Dec 2023.
    12. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    13. Brantly Callaway & Sonia Karami, 2020. "Treatment Effects in Interactive Fixed Effects Models with a Small Number of Time Periods," Papers 2006.15780, arXiv.org, revised Feb 2022.
    14. Abhijit Mandal & Beste Hamiye Beyaztas & Soutir Bandyopadhyay, 2023. "Robust density power divergence estimates for panel data models," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 75(5), pages 773-798, October.
    15. Yong Cai, 2022. "Linear Regression with Centrality Measures," Papers 2210.10024, arXiv.org.
    16. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
    17. Bogatyrev, Konstantin & Stoetzer, Lukas, 2024. "Synthetic Control Methods for Proportions," OSF Preprints brhd3, Center for Open Science.
    18. Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Post-Print hal-03098058, HAL.
    19. Ignacio Martinez & Jaume Vives-i-Bastida, 2022. "Bayesian and Frequentist Inference for Synthetic Controls," Papers 2206.01779, arXiv.org, revised Jul 2024.
    20. Ercument Cahan & Jushan Bai & Serena Ng, 2021. "Factor-Based Imputation of Missing Values and Covariances in Panel Data of Large Dimensions," Papers 2103.03045, arXiv.org, revised Feb 2022.
    21. Ziwei Mei & Zhentao Shi & Peter C. B. Phillips, 2022. "The boosted HP filter is more general than you might think," Cowles Foundation Discussion Papers 2348, Cowles Foundation for Research in Economics, Yale University.
    22. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    23. Chernozhukov, Victor & Wüthrich, Kaspar & Zhu, Yinchu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," University of California at San Diego, Economics Working Paper Series qt90m9d66s, Department of Economics, UC San Diego.
    24. Zhengge Tu & Jiayang Kong & Renjun Shen, 2022. "Smart City Projects Boost Urban Energy Efficiency in China," Sustainability, MDPI, vol. 14(3), pages 1-16, February.
    25. Keegan Harris & Anish Agarwal & Chara Podimata & Zhiwei Steven Wu, 2022. "Strategyproof Decision-Making in Panel Data Settings and Beyond," Papers 2211.14236, arXiv.org, revised Dec 2023.
    26. Jack (Peiyao) Ma & Andrea Mantovani & Carlo Reggiani & Annette Broocks & Néstor Duch-Brown, 2024. "The Price Effects of Prohibiting Price Parity Clauses: Evidence from International Hotel Groups," Economics Series Working Papers 1043, University of Oxford, Department of Economics.
    27. Torben K. Mideksa, 2021. "Pricing for a Cooler Planet: An Empirical Analysis of the Effect of Taxing Carbon," CESifo Working Paper Series 9172, CESifo.
    28. Botosaru, Irene & Ferman, Bruno, 2017. "On the Role of Covariates in the Synthetic Control Method," MPRA Paper 80796, University Library of Munich, Germany.
    29. Roberta Di Stefano & Giovanni Mellace, 2024. "The inclusive Synthetic Control Method," Papers 2403.17624, arXiv.org, revised Nov 2024.
    30. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
    31. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    32. Lionel Fontagn'e & Francesca Micocci & Armando Rungi, 2024. "The heterogeneous impact of the EU-Canada agreement with causal machine learning," Papers 2407.07652, arXiv.org, revised Feb 2025.
    33. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    34. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
    35. Jin, Sainan & Miao, Ke & Su, Liangjun, 2021. "On factor models with random missing: EM estimation, inference, and cross validation," Journal of Econometrics, Elsevier, vol. 222(1), pages 745-777.
    36. Finer, David Andrew, 2022. "No Shock Waves through Wall Street? Market Responses to the Risk of Nuclear War," Working Papers 318, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    37. Subodha Kumar & Liangfei Qiu & Arun Sen & Atish P. Sinha, 2022. "Putting analytics into action in care coordination research: Emerging issues and potential solutions," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2714-2738, June.
    38. Andersson, Henrik & Blind, Ina & Brunåker, Fabian & Dahlberg, Matz & Fredriksson, Greta & Granath, Jakob & Liang, Che-Yuan, 2023. "What's in a Label? On Neighbourhood Labelling, Stigma and Housing Prices," SocArXiv xu759, Center for Open Science.
    39. Mantovani, Andrea & Reggiani, Carlo & Broocks, Annette & Duch-Brown, Nestor & Ma, Peiyao, 2022. "The Price Effects of Banning Price Parity Clauses in the EU: Evidence from International Hotel Groups," TSE Working Papers 22-1371, Toulouse School of Economics (TSE).
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    91. Yu-Kai Lin & Arun Rai, 2024. "The Scope of Software Patent Protection in the Digital Age: Evidence from Alice," Information Systems Research, INFORMS, vol. 35(2), pages 657-672, June.
    92. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
    93. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
    94. Rüttenauer, Tobias & Kapelle, Nicole, 2024. "Panel Data Analysis," SocArXiv 3mfzq, Center for Open Science.
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    97. Ziwei Mei & Peter C. B. Phillips & Zhentao Shi, 2024. "The boosted Hodrick‐Prescott filter is more general than you might think," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1260-1281, November.
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    99. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    100. Qili Wang & Liangfei Qiu & Wei Xu, 2024. "Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control," Information Systems Research, INFORMS, vol. 35(2), pages 706-726, June.
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    103. Katarzyna Bech & Magdalena Smyk & Lucas van der Velde & Joanna Tyrowicz, 2022. "Matching it up: non-standard work and job satisfaction," GRAPE Working Papers 72, GRAPE Group for Research in Applied Economics.
    104. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
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    106. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
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  45. Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens, 2017. "Estimation Considerations in Contextual Bandits," Papers 1711.07077, arXiv.org, revised Dec 2018.

    Cited by:

    1. Caio Waisman & Harikesh S. Nair & Carlos Carrion, 2019. "Online Causal Inference for Advertising in Real-Time Bidding Auctions," Papers 1908.08600, arXiv.org, revised Feb 2024.
    2. Yusuke Narita & Shota Yasui & Kohei Yata, 2020. "Debiased Off-Policy Evaluation for Recommendation Systems," Papers 2002.08536, arXiv.org, revised Aug 2021.

  46. Wager, Stefan & Athey, Susan, 2017. "Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests," Research Papers 3576, Stanford University, Graduate School of Business.

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    1. Riccardo Di Francesco, 2022. "Aggregation Trees," CEIS Research Paper 546, Tor Vergata University, CEIS, revised 20 Nov 2023.
    2. Lechner, Michael, 2019. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," CEPR Discussion Papers 13430, C.E.P.R. Discussion Papers.
    3. Daniele Guariso, 2018. "Terrorist Attacks and Immigration Rhetoric: A Natural Experiment on British MPs," Working Paper Series 1218, Department of Economics, University of Sussex Business School.
    4. Feng, Yinwei & Wang, Xinjian & Chen, Qilei & Yang, Zaili & Wang, Jin & Li, Huanhuan & Xia, Guoqing & Liu, Zhengjiang, 2024. "Prediction of the severity of marine accidents using improved machine learning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
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    6. Steven Lehrer & Tian Xie, 2020. "The Bigger Picture: Combining Econometrics with Analytics Improve Forecasts of Movie Success," Working Paper 1449, Economics Department, Queen's University.
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    8. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Christian Hansen & Kengo Kato, 2018. "High-Dimensional Econometrics and Regularized GMM," Papers 1806.01888, arXiv.org, revised Jun 2018.
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    12. Hermes, Henning & Legetporer, Philipp & Mierisch, Fabian & Schwerdt, Guido & Wiederhold, Simon, 2024. "Does information about inequality and discrimination in early child care affect policy preferences?," Working Papers 15, University of Konstanz, Cluster of Excellence "The Politics of Inequality. Perceptions, Participation and Policies".
    13. Yamin Du & Huanhuan Cheng & Qing Liu & Song Tan, 2024. "The delayed and combinatorial response of online public opinion to the real world: An inquiry into news texts during the COVID-19 era," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
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    17. Hong Pan & Hanxun Zhou, 2020. "Study on convolutional neural network and its application in data mining and sales forecasting for E-commerce," Electronic Commerce Research, Springer, vol. 20(2), pages 297-320, June.
    18. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    19. Sasaki, Yuya & Ura, Takuya, 2023. "Estimation and inference for policy relevant treatment effects," Journal of Econometrics, Elsevier, vol. 234(2), pages 394-450.
    20. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
    21. Mathias Reynaert & Eduardo A. Souza-Rodrigues & Arthur A. van Benthem, 2023. "The Environmental Impacts of Protected Area Policy," NBER Working Papers 31873, National Bureau of Economic Research, Inc.
    22. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    23. Manuel Hermosilla, 2021. "Rushed Innovation: Evidence from Drug Licensing," Management Science, INFORMS, vol. 67(1), pages 257-278, January.
    24. Shi, Chengchun & Wan, Runzhe & Song, Ge & Luo, Shikai & Zhu, Hongtu & Song, Rui, 2023. "A multiagent reinforcement learning framework for off-policy evaluation in two-sided markets," LSE Research Online Documents on Economics 117174, London School of Economics and Political Science, LSE Library.
    25. Edward McFowland III & Sriram Somanchi & Daniel B. Neill, 2018. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection," Papers 1803.09159, arXiv.org, revised May 2023.
    26. Federico Zincenko, 2023. "Nonparametric estimation of conditional densities by generalized random forests," Papers 2309.13251, arXiv.org, revised May 2024.
    27. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    28. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
    29. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    30. Isaiah Hull & Anna Grodecka-Messi, 2022. "Measuring the Impact of Taxes and Public Services on Property Values: A Double Machine Learning Approach," Papers 2203.14751, arXiv.org.
    31. Shonosuke Sugasawa & Hisashi Noma, 2021. "Efficient screening of predictive biomarkers for individual treatment selection," Biometrics, The International Biometric Society, vol. 77(1), pages 249-257, March.
    32. Jeremy Bertomeu, 2020. "Machine learning improves accounting: discussion, implementation and research opportunities," Review of Accounting Studies, Springer, vol. 25(3), pages 1135-1155, September.
    33. Cordier, J.; & Salvi, I.; & Steinbeck, V.; & Geissler, A.; & Vogel, J.;, 2023. "Is rapid recovery always the best recovery? - Developing a machine learning approach for optimal assignment rules under capacity constraints for knee replacement patients," Health, Econometrics and Data Group (HEDG) Working Papers 23/08, HEDG, c/o Department of Economics, University of York.
    34. De Neve, Jan-Emmanuel & Imbert, Clement & Spinnewijn, Johannes & Tsankova, Teodora & Luts, Maarten, 2019. "How to Improve Tax Compliance? Evidence from Population-wide Experiments in Belgium," The Warwick Economics Research Paper Series (TWERPS) 1194, University of Warwick, Department of Economics.
    35. Carlana, Michela & La Ferrara, Eliana, 2021. "Apart but Connected: Online Tutoring and Student Outcomes during the COVID-19 Pandemic," CEPR Discussion Papers 15761, C.E.P.R. Discussion Papers.
    36. Laura Giuliano, 2022. "A Comment on: “Goals and Gaps: Educational Careers of Immigrant Children” by Michela Carlana, Eliana La Ferrara, Paolo Pinotti," Econometrica, Econometric Society, vol. 90(1), pages 39-42, January.
    37. Hang Miao & Kui Zhao & Zhun Wang & Linbo Jiang & Quanhui Jia & Yanming Fang & Quan Yu, 2020. "Intelligent Credit Limit Management in Consumer Loans Based on Causal Inference," Papers 2007.05188, arXiv.org.
    38. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    39. Aksoy, Cevat Giray & Cabrales, Antonio & Dolls, Mathias & Durante, Ruben & Windsteiger, Lisa, 2021. "Calamities, Common Interests, Shared Identity: What Shapes Altruism and Reciprocity?," SocArXiv q9y7b, Center for Open Science.
    40. Ying-Ying Lee & Chu-An Liu, 2024. "Lee Bounds with a Continuous Treatment in Sample Selection," Papers 2411.04312, arXiv.org, revised Feb 2025.
    41. Xiong, Ruoxuan & Koenecke, Allison & Powell, Michael & Shen, Zhu & Vogelstein, Joshua T. & Athey, Susan, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Research Papers 3990, Stanford University, Graduate School of Business.
    42. Chronopoulos, Ilias & Raftapostolos, Aristeidis & Kapetanios, George, 2023. "Forecasting Value-at-Risk using deep neural network quantile regression," Essex Finance Centre Working Papers 34837, University of Essex, Essex Business School.
    43. Boyuan Zhang, 2022. "Incorporating Prior Knowledge of Latent Group Structure in Panel Data Models," Papers 2211.16714, arXiv.org, revised Oct 2023.
    44. Achim Ahrens & Christian B. Hansen & Mark E. Schaffer & Thomas Wiemann, 2024. "Model Averaging and Double Machine Learning," Papers 2401.01645, arXiv.org, revised Sep 2024.
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    95. Shuxiao Chen & Bo Zhang, 2021. "Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable," Papers 2104.07822, arXiv.org.
    96. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    97. Takanori Ida & Takunori Ishihara & Koichiro Ito & Daido Kido & Toru Kitagawa & Shosei Sakaguchi & Shusaku Sasaki, 2021. "Paternalism, Autonomy, or Both? Experimental Evidence from Energy Saving Programs," Papers 2112.09850, arXiv.org.
    98. Toru Kitagawa & Guanyi Wang, 2023. "Individualized Treatment Allocation in Sequential Network Games," Papers 2302.05747, arXiv.org, revised Jul 2024.
    99. Susan Athey & Undral Byambadalai & Vitor Hadad & Sanath Kumar Krishnamurthy & Weiwen Leung & Joseph Jay Williams, 2022. "Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning," Papers 2211.12004, arXiv.org.
    100. Yakymovych, Yaroslav, 2024. "Medical certificates and sickness absence: who stays away from work if monitoring is relaxed?," Working Paper Series 2024:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    101. Toru Kitagawa & Sokbae Lee & Chen Qiu, 2022. "Treatment Choice with Nonlinear Regret," Papers 2205.08586, arXiv.org, revised Oct 2024.
    102. Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    103. Ali Shirali & Rediet Abebe & Moritz Hardt, 2024. "Allocation Requires Prediction Only if Inequality Is Low," Papers 2406.13882, arXiv.org.
    104. Davide Viviano & Kaspar Wuthrich & Paul Niehaus, 2021. "A model of multiple hypothesis testing," Papers 2104.13367, arXiv.org, revised Jan 2025.
    105. Victor Chernozhukov & Whitney K. Newey & Victor Quintas-Martinez & Vasilis Syrgkanis, 2021. "RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests," Papers 2110.03031, arXiv.org, revised Jun 2022.
    106. Toru Kitagawa & Jeff Rowley, 2024. "Bandit algorithms for policy learning: methods, implementation, and welfare-performance," The Japanese Economic Review, Springer, vol. 75(3), pages 407-447, July.
    107. Kai Feng & Han Hong & Ke Tang & Jingyuan Wang, 2023. "Statistical Tests for Replacing Human Decision Makers with Algorithms," Papers 2306.11689, arXiv.org, revised Dec 2024.
    108. Ke Sun & Linglong Kong & Hongtu Zhu & Chengchun Shi, 2024. "ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments," Papers 2408.05342, arXiv.org, revised Jan 2025.
    109. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
    110. Christoph Breunig & Ruixuan Liu & Zhengfei Yu, 2022. "Double Robust Bayesian Inference on Average Treatment Effects," Papers 2211.16298, arXiv.org, revised Feb 2025.
    111. Victor Chernozhukov & Denis Chetverikov & Kengo Kato & Yuta Koike, 2022. "High-dimensional Data Bootstrap," Papers 2205.09691, arXiv.org.
    112. Kai Feng & Han Hong, 2024. "Statistical Inference of Optimal Allocations I: Regularities and their Implications," Papers 2403.18248, arXiv.org, revised Apr 2024.
    113. Juan Carlos Perdomo, 2023. "The Relative Value of Prediction in Algorithmic Decision Making," Papers 2312.08511, arXiv.org, revised May 2024.

  48. Athey, Susan & Catalini, Christian & Tucker, Catherin E., 2017. "The Digital Privacy Paradox: Small Money, Small Costs, Small Talk," Research Papers 3498, Stanford University, Graduate School of Business.

    Cited by:

    1. Donato Masciandaro, 2018. "Central Bank Digital Cash and Cryptocurrencies: Insights from a New Baumol–Friedman Demand for Money," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 51(4), pages 540-550, December.
    2. Garrett A. Johnson, 2022. "Economic Research on Privacy Regulation: Lessons from the GDPR and Beyond," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    3. Agur, Itai & Ari, Anil & Dell’Ariccia, Giovanni, 2022. "Designing central bank digital currencies," Journal of Monetary Economics, Elsevier, vol. 125(C), pages 62-79.
    4. Yuteng Cheng & Ryuichiro Izumi, 2023. "CBDC: Banking and Anonymity," Wesleyan Economics Working Papers 2023-002, Wesleyan University, Department of Economics.
    5. Ginger Zhe Jin, 2018. "Artificial Intelligence and Consumer Privacy," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 439-462, National Bureau of Economic Research, Inc.
    6. Kominers, Scott Duke & Teytelboym, Alexander & Crawford, Vincent P, 2017. "An invitation to market design," University of California at San Diego, Economics Working Paper Series qt3xp2110t, Department of Economics, UC San Diego.
    7. Ran Zhuo & Bradley Huffaker & KC Claffy & Shane Greenstein, 2019. "The Impact of the General Data Protection Regulation on Internet Interconnection," NBER Working Papers 26481, National Bureau of Economic Research, Inc.
    8. Jin, Ginger Zhe & Wagman, Liad, 2021. "Big data at the crossroads of antitrust and consumer protection," Information Economics and Policy, Elsevier, vol. 54(C).
    9. Amstad, Marlene, 2019. "Regulating Fintech: Objectives, Principles, and Practices," ADBI Working Papers 1016, Asian Development Bank Institute.
    10. Ahnert, Toni & Assenmacher, Katrin & Hoffmann, Peter & Leonello, Agnese & Monnet, Cyril & Porcellacchia, Davide, 2022. "The economics of central bank digital currency," CEPR Discussion Papers 17617, C.E.P.R. Discussion Papers.
    11. Dirk Bergemann & Alessandro Bonatti & Tan Gan, 2022. "The economics of social data," RAND Journal of Economics, RAND Corporation, vol. 53(2), pages 263-296, June.
    12. Emanuele Borgonovo & Stefano Caselli & Alessandra Cillo & Donato Masciandaro, 2018. "Between Cash, Deposit And Bitcoin: Would We Like A Central Bank Digital Currency? Money Demand And Experimental Economics," BAFFI CAREFIN Working Papers 1875, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    13. Ed Saiedi & Anders Broström & Felipe Ruiz, 2021. "Global drivers of cryptocurrency infrastructure adoption," Small Business Economics, Springer, vol. 57(1), pages 353-406, June.
    14. Lesley Chiou & Catherine Tucker, 2020. "Social Distancing, Internet Access and Inequality," NBER Working Papers 26982, National Bureau of Economic Research, Inc.
    15. Aridor, Guy & Jiménez-Durán, Rafael & Levy, Ro'ee & Song, Lena, 2024. "The Economics of Social Media," CEPR Discussion Papers 18821, C.E.P.R. Discussion Papers.
    16. Han, Xintong & Li, Yushen & Wang, Tong, 2023. "Peer recognition, badge policies, and content contribution: An empirical study," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 691-707.
    17. Catherine E. Tucker, 2023. "The Economics of Privacy: An Agenda," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    18. Daron Acemoglu & Ali Makhdoumi & Azarakhsh Malekian & Asuman Ozdaglar, 2019. "Too Much Data: Prices and Inefficiencies in Data Markets," NBER Working Papers 26296, National Bureau of Economic Research, Inc.
    19. Christopher Henry & Kim Huynh & Gradon Nicholls & Mitchell Nicholson, 2019. "2018 Bitcoin Omnibus Survey: Awareness and Usage," Discussion Papers 2019-10, Bank of Canada.
    20. Ratul Das Chaudhury & Chongwoo Choe, 2023. "Digital Privacy: GDPR and Its Lessons for Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 56(2), pages 204-220, June.
    21. Luis Garicano & Benito Arruñada, 2018. "Blockchain: The birth of Decentralized Governance," Working Papers 1038, Barcelona School of Economics.
    22. Avinash Collis & Alex Moehring & Ananya Sen, 2020. "Economic Value of Data: Quantification Using Online Experiments," Working Papers 20-13, NET Institute.
    23. Zhuang Liu & Michael Sockin & Wei Xiong, 2020. "Data Privacy and Temptation," NBER Working Papers 27653, National Bureau of Economic Research, Inc.
    24. Cullen, Zoë & Perez-Truglia, Ricardo, 2023. "The salary taboo privacy norms and the diffusion of information," Journal of Public Economics, Elsevier, vol. 222(C).
    25. Alessandro Bonatti, 2023. "The Platform Dimension of Digital Privacy," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    26. Tat Chan & Naser Hamdi & Xiang Hui & Zhenling Jiang, 2022. "The Value of Verified Employment Data for Consumer Lending: Evidence from Equifax," Marketing Science, INFORMS, vol. 41(4), pages 795-814, July.
    27. Avi Goldfarb & Catherine Tucker, 2020. "Which Retail Outlets Generate the Most Physical Interactions?," NBER Working Papers 27042, National Bureau of Economic Research, Inc.
    28. Morten Linnemann Bech & Rodney Garratt, 2017. "Central bank cryptocurrencies," BIS Quarterly Review, Bank for International Settlements, September.
    29. Guy Aridor & Yeon‐Koo Che & Tobias Salz, 2023. "The effect of privacy regulation on the data industry: empirical evidence from GDPR," RAND Journal of Economics, RAND Corporation, vol. 54(4), pages 695-730, December.
    30. Catherine Tucker, 2018. "Privacy, Algorithms, and Artificial Intelligence," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 423-437, National Bureau of Economic Research, Inc.
    31. Tesary Lin, 2022. "Valuing Intrinsic and Instrumental Preferences for Privacy," Marketing Science, INFORMS, vol. 41(4), pages 663-681, July.
    32. Kinshuk Jerath & Klaus M. Miller, 2024. "Consumers' Perceived Privacy Violations in Online Advertising," Papers 2403.03612, arXiv.org, revised May 2024.
    33. Rehse, Dominik & Tremöhlen, Felix, 2022. "Fostering participation in digital contact tracing," Information Economics and Policy, Elsevier, vol. 58(C).
    34. Dana Turjeman & Fred M. Feinberg, 2024. "When the Data Are Out: Measuring Behavioral Changes Following a Data Breach," Marketing Science, INFORMS, vol. 43(2), pages 440-461, March.
    35. David A. Schweidel & Yakov Bart & J. Jeffrey Inman & Andrew T. Stephen & Barak Libai & Michelle Andrews & Ana Babić Rosario & Inyoung Chae & Zoey Chen & Daniella Kupor & Chiara Longoni & Felipe Thomaz, 2022. "How consumer digital signals are reshaping the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1257-1276, November.
    36. Yosuke Uno & Akira Sonoda & Masaki Bessho, 2021. "The Economics of Privacy: A Primer Especially for Policymakers," Bank of Japan Working Paper Series 21-E-11, Bank of Japan.
    37. Jiadong Gu, 2024. "Data Trade and Consumer Privacy," Papers 2406.12457, arXiv.org, revised Jul 2024.
    38. Hemant K. Bhargava & Olivier Rubel & Elizabeth J. Altman & Ramnik Arora & Jörn Boehnke & Kaitlin Daniels & Timothy Derdenger & Bryan Kirschner & Darin LaFramboise & Pantelis Loupos & Geoffrey Parker &, 2020. "Platform data strategy," Marketing Letters, Springer, vol. 31(4), pages 323-334, December.
    39. Milutinovic, Monia, 2018. "Cryptocurrency," Ekonomika, Journal for Economic Theory and Practice and Social Issues, Society of Economists Ekonomika, Nis, Serbia, vol. 64(01), March.
    40. Michael R. Baye & David E. M. Sappington, 2020. "Revealing transactions data to third parties: Implications of privacy regimes for welfare in online markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(2), pages 260-275, April.
    41. Olivier Armantier & Sebastian Doerr & Jon Frost & Andreas Fuster & Kelly Shue, 2024. "Nothing to hide? Gender and age differences in the willingness to share data," BIS Working Papers 1187, Bank for International Settlements.
    42. Amalia R. Miller, 2023. "Privacy of Digital Health Information," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    43. Long Chen & Yadong Huang & Shumiao Ouyang & Wei Xiong, 2021. "The Data Privacy Paradox and Digital Demand," Working Papers 2021-47, Princeton University. Economics Department..
    44. Juan D. Borrero & Jesús Mariscal, 2022. "A Case Study of a Digital Data Platform for the Agricultural Sector: A Valuable Decision Support System for Small Farmers," Agriculture, MDPI, vol. 12(6), pages 1-15, May.
    45. Rod Garratt & Maarten van Oordt, 2019. "Systemic Privacy as a Public Good: A Case for Electronic Cash," Staff Working Papers 19-24, Bank of Canada.
    46. Roland Strausz, 2024. "Consumer Consent Regulation," Berlin School of Economics Discussion Papers 0053, Berlin School of Economics.
    47. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    48. Emanuele Borgonovo & Stefano Caselli & Alessandra Cillo & Donato Masciandaro & Giovanno Rabitti, 2018. "Cryptocurrencies, central bank digital cash, traditional money: does privacy matter?," BAFFI CAREFIN Working Papers 1895, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    49. Zhuang Liu & Michael Sockin & Wei Xiong, 2021. "Data Privacy and Temptation," Working Papers 2021-77, Princeton University. Economics Department..
    50. Michiel Bijlsma & Carin Cruijsen & Nicole Jonker, 2023. "Consumer Willingness to Share Payments Data: Trust for Sale?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 64(1), pages 41-80, August.
    51. Michiel Bijlsma & Carin van der Cruijsen & Nicole Jonker, 2020. "Consumer propensity to adopt PSD2 services: trust for sale?," Working Papers 671, DNB.
    52. March, Christoph, 2021. "Strategic interactions between humans and artificial intelligence: Lessons from experiments with computer players," Journal of Economic Psychology, Elsevier, vol. 87(C).
    53. David S. Evans, 2019. "Attention Platforms, the Value of Content, and Public Policy," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 54(4), pages 775-792, June.
    54. Michiel Bijlsma & Carin van der Cruijsen & Nicole Jonker, 2021. "Not all data are created equal - Data sharing and privacy," Working Papers 728, DNB.
    55. Emanuele Borgonovo & Stefano Caselli & Alessandra Cillo & Donato Masciandaro, 2017. "Beyond Bitcoin And Cash: Do We Like A Central Bank Digital Currency? A Financial And Political Economics Approach," BAFFI CAREFIN Working Papers 1765, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    56. Madeline Turland & Peter Slade, 2020. "Farmers' willingness to participate in a big data platform," Agribusiness, John Wiley & Sons, Ltd., vol. 36(1), pages 20-36, January.
    57. Rehse, Dominik & Tremöhlen, Felix, 2020. "Fostering participation in digital public health interventions: The case of digital contact tracing," ZEW Discussion Papers 20-076, ZEW - Leibniz Centre for European Economic Research.
    58. Koziuk Viktor & Ivashuk Yurii, 2022. "Does it Matter for CBDC Design? Privacy-Anonymity Preferences from the Side of Hierarchies and Egalitarian Cultural Patterns," Economics, Sciendo, vol. 10(1), pages 35-53, June.
    59. Jeffrey T. Prince & Scott Wallsten, 2022. "How much is privacy worth around the world and across platforms?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(4), pages 841-861, November.
    60. Mert Demirer & Diego Jimenez-Hernandez & Dean Li & Sida Peng, 2024. "Data, Privacy Laws and Firm Production: Evidence from the GDPR," Working Paper Series WP 2024-02, Federal Reserve Bank of Chicago.
    61. Tesary Lin & Avner Strulov-Shlain, 2023. "Choice Architecture, Privacy Valuations, and Selection Bias in Consumer Data," Papers 2308.13496, arXiv.org.
    62. Turland, M. & Slade, P., 2018. "Farmers Willingness to Share Data: A Study of Saskatchewan Farmers," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277275, International Association of Agricultural Economists.
    63. Syngjoo Choi & Bongseob Kim & Young-Sik Kim & Ohik Kwon, 2023. "Central Bank Digital Currency and Privacy: A Randomized Survey Experiment," BIS Working Papers 1147, Bank for International Settlements.
    64. Anil Savio Kavuri & Alistair Milne, 2019. "FinTech and the future of financial services: What are the research gaps?," CAMA Working Papers 2019-18, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.

  49. Francisco J. R. Ruiz & Susan Athey & David M. Blei, 2017. "SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements," Papers 1711.03560, arXiv.org, revised Jun 2019.

    Cited by:

    1. Pierre Dubois & Rachel Griffith & Martin O'Connell, 2022. "The Use of Scanner Data for Economics Research," Post-Print hal-03770614, HAL.
    2. Yu Xia & Ali Arian & Sriram Narayanamoorthy & Joshua Mabry, 2023. "RetailSynth: Synthetic Data Generation for Retail AI Systems Evaluation," Papers 2312.14095, arXiv.org.
    3. Susan Athey & David Blei & Robert Donnelly & Francisco Ruiz & Tobias Schmidt, 2018. "Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data," Papers 1801.07826, arXiv.org.

  50. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.

    Cited by:

    1. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    2. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
    3. Ohlrogge, Michael, 2022. "Financial Crises and Legislation," Journal of Financial Crises, Yale Program on Financial Stability (YPFS), vol. 4(3), pages 1-59, April.
    4. Heckman, James J. & Karapakula, Ganesh, 2019. "The Perry Preschoolers at Late Midlife: A Study in Design-Specific Inference," IZA Discussion Papers 12362, Institute of Labor Economics (IZA).
    5. Matthew Ridley & Camille Terrier, 2018. "Fiscal and Education Spillovers from Charter School Expansion," NBER Working Papers 25070, National Bureau of Economic Research, Inc.
    6. Yusuke Narita, 2018. "Experiment-as-Market: Incorporating Welfare into Randomized Controlled Trials," Cowles Foundation Discussion Papers 2127r, Cowles Foundation for Research in Economics, Yale University, revised May 2019.
    7. Michael P. Leung, 2022. "Causal Inference Under Approximate Neighborhood Interference," Econometrica, Econometric Society, vol. 90(1), pages 267-293, January.
    8. Hibbard, Patrick F. & Chapman, Jason E., 2024. "Drug treatment courts and community-level crime," Journal of Criminal Justice, Elsevier, vol. 94(C).
    9. Michael Clemens & Satish Chand, 2008. "Human Capital Investment under Exit Options: Evidence from a Natural Quasi-Experiment," Working Papers 152, Center for Global Development, revised Feb 2019.
    10. Yusuke Narita, 2018. "Toward an Ethical Experiment," Cowles Foundation Discussion Papers 2127, Cowles Foundation for Research in Economics, Yale University.
    11. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.

  51. Athey, Susan & Wager, Stefan, 2017. "Efficient Policy Learning," Research Papers 3506, Stanford University, Graduate School of Business.

    Cited by:

    1. Christian Hansen & Damian Kozbur & Sanjog Misra, 2016. "Targeted undersmoothing," ECON - Working Papers 282, Department of Economics - University of Zurich, revised Apr 2018.
    2. Daniel Jacob, 2021. "CATE meets ML," Digital Finance, Springer, vol. 3(2), pages 99-148, June.
    3. Haupt, Johannes & Jacob, Daniel & Gubela, Robin M. & Lessmann, Stefan, 2019. "Affordable Uplift: Supervised Randomization in Controlled Exprtiments," IRTG 1792 Discussion Papers 2019-026, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    4. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    5. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
    6. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2023. "Offline Multi-Action Policy Learning: Generalization and Optimization," Operations Research, INFORMS, vol. 71(1), pages 148-183, January.
    7. Xinkun Nie & Stefan Wager, 2017. "Quasi-Oracle Estimation of Heterogeneous Treatment Effects," Papers 1712.04912, arXiv.org, revised Aug 2020.
    8. Masahiro Kato & Shota Yasui & Kenichiro McAlinn, 2020. "The Adaptive Doubly Robust Estimator for Policy Evaluation in Adaptive Experiments and a Paradox Concerning Logging Policy," Papers 2010.03792, arXiv.org, revised Jun 2021.
    9. Mert Demirer & Vasilis Syrgkanis & Greg Lewis & Victor Chernozhukov, 2019. "Semi-Parametric Efficient Policy Learning with Continuous Actions," Papers 1905.10116, arXiv.org, revised Jul 2019.
    10. Jacob, Daniel, 2020. "Cross-Fitting and Averaging for Machine Learning Estimation of Heterogeneous Treatment Effects," IRTG 1792 Discussion Papers 2020-014, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    11. Masahiro Kato & Masatoshi Uehara & Shota Yasui, 2020. "Off-Policy Evaluation and Learning for External Validity under a Covariate Shift," Papers 2002.11642, arXiv.org, revised Oct 2020.
    12. Masahiro Kato, 2020. "Confidence Interval for Off-Policy Evaluation from Dependent Samples via Bandit Algorithm: Approach from Standardized Martingales," Papers 2006.06982, arXiv.org.
    13. Nathan Kallus, 2022. "Treatment Effect Risk: Bounds and Inference," Papers 2201.05893, arXiv.org, revised Jul 2022.
    14. Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
    15. Anders Bredahl Kock & David Preinerstorfer & Bezirgen Veliyev, 2022. "Functional Sequential Treatment Allocation," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 117(539), pages 1311-1323, September.
    16. Daniel Jacob, 2021. "CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning," Papers 2104.09935, arXiv.org, revised Apr 2021.
    17. Maria Dimakopoulou & Zhimei Ren & Zhengyuan Zhou, 2021. "Online Multi-Armed Bandits with Adaptive Inference," Papers 2102.13202, arXiv.org, revised Jun 2021.
    18. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
    19. Jann Spiess & Vasilis Syrgkanis & Victor Yaneng Wang, 2021. "Finding Subgroups with Significant Treatment Effects," Papers 2103.07066, arXiv.org, revised Dec 2023.
    20. Johannes Haupt & Stefan Lessmann, 2020. "Targeting customers under response-dependent costs," Papers 2003.06271, arXiv.org, revised Aug 2021.
    21. Bertrand,Marianne & Crepon,Bruno Jacques Jean Philippe & Marguerie,Alicia Charlene & Premand,Patrick, 2021. "Do Workfare Programs Live Up to Their Promises ? Experimental Evidence from Côte d’Ivoire," Policy Research Working Paper Series 9611, The World Bank.
    22. Caio Waisman & Harikesh S. Nair & Carlos Carrion, 2019. "Online Causal Inference for Advertising in Real-Time Bidding Auctions," Papers 1908.08600, arXiv.org, revised Feb 2024.
    23. Anders Bredahl Kock & Martin Thyrsgaard, 2017. "Optimal sequential treatment allocation," Papers 1705.09952, arXiv.org, revised Aug 2018.
    24. Susan Athey & Raj Chetty & Guido Imbens, 2020. "Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes," Papers 2006.09676, arXiv.org.
    25. Yunan Wu & Lan Wang, 2021. "Resampling‐based confidence intervals for model‐free robust inference on optimal treatment regimes," Biometrics, The International Biometric Society, vol. 77(2), pages 465-476, June.
    26. Kock, Anders Bredahl & Preinerstorfer, David & Veliyev, Bezirgen, 2023. "Treatment recommendation with distributional targets," Journal of Econometrics, Elsevier, vol. 234(2), pages 624-646.
    27. Dimakopoulou, Maria & Athey, Susan & Imbens, Guido W., 2018. "Estimation Considerations in Contextual Bandits," Research Papers 3644, Stanford University, Graduate School of Business.
    28. Carlos Fern'andez-Lor'ia & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2020. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Papers 2004.11532, arXiv.org, revised Apr 2022.
    29. Andrew Bennett & Nathan Kallus, 2020. "Efficient Policy Learning from Surrogate-Loss Classification Reductions," Papers 2002.05153, arXiv.org.
    30. Dylan J. Foster & Vasilis Syrgkanis, 2019. "Orthogonal Statistical Learning," Papers 1901.09036, arXiv.org, revised Jun 2023.
    31. Kenshi Abe & Yusuke Kaneko, 2020. "Off-Policy Exploitability-Evaluation in Two-Player Zero-Sum Markov Games," Papers 2007.02141, arXiv.org, revised Dec 2020.
    32. Masahiro Kato & Masaaki Imaizumi & Takuya Ishihara & Toru Kitagawa, 2022. "Best Arm Identification with Contextual Information under a Small Gap," Papers 2209.07330, arXiv.org, revised Jan 2023.
    33. Crystal T. Nguyen & Daniel J. Luckett & Anna R. Kahkoska & Grace E. Shearrer & Donna Spruijt‐Metz & Jaimie N. Davis & Michael R. Kosorok, 2020. "Estimating individualized treatment regimes from crossover designs," Biometrics, The International Biometric Society, vol. 76(3), pages 778-788, September.
    34. Hema Yoganarasimhan & Ebrahim Barzegary & Abhishek Pani, 2020. "Design and Evaluation of Personalized Free Trials," Papers 2006.13420, arXiv.org.
    35. Davide Viviano & Jelena Bradic, 2020. "Fair Policy Targeting," Papers 2005.12395, arXiv.org, revised Jun 2022.

  52. Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," Papers 1710.02926, arXiv.org, revised Sep 2022.

    Cited by:

    1. Alexander Klein & Guy Tchuente, 2024. "Spatial differencing for sample selection models with ‘site-specific’ unobserved local effects," The Econometrics Journal, Royal Economic Society, vol. 27(2), pages 235-257.
    2. Julien Martin & Mathieu Parenti & Farid Toubal, 2020. "Corporate Tax Avoidance and Industry Concentration," Working Papers ECARES 2020-29, ULB -- Universite Libre de Bruxelles.
    3. Molina Fernández, José Miguel & Gonzáles Zuazo, Rodrigo, 2018. "Exposición al comercio internacional e ingresos laborales en Bolivia: evidencia al nivel del trabajador," Revista Latinoamericana de Desarrollo Economico, Carrera de Economía de la Universidad Católica Boliviana (UCB) "San Pablo", issue 31, pages 10-31, May.
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    819. Jakob Miethe, 2020. "The Elusive Banker: Using Hurricanes to Uncover (Non-)Activity in Offshore Financial Centers," CESifo Working Paper Series 8625, CESifo.
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    822. Nihar Shah, 2024. "Weighted Regression with Sybil Networks," Papers 2408.17426, arXiv.org, revised Sep 2024.
    823. Clarke, Rowan P. & Visser, Martine, 2019. "The Short-Run Subsidies, Take-Up, and Long-Run Demand for Off-Grid Solar for the Poor: Evidence from Large-Scale Randomized Trials in Rwanda," EfD Discussion Paper 19-26, Environment for Development, University of Gothenburg.
    824. Mullally, Conner & Rivas, Mayra & McArthur, Travis, 2019. "Livestock Transfers Can Improve Child Health: Evidence from a Randomized Phase-In Design in Guatemala," SocArXiv c6zg5, Center for Open Science.
    825. Matthew Groh & Aruna Sankaranarayanan & Nikhil Singh & Dong Young Kim & Andrew Lippman & Rosalind Picard, 2024. "Human detection of political speech deepfakes across transcripts, audio, and video," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    826. Kalil, Ariel & Mayer, Susan E. & Gallegos, Sebastian, 2021. "Using behavioral insights to increase attendance at subsidized preschool programs: The Show Up to Grow Up intervention," Organizational Behavior and Human Decision Processes, Elsevier, vol. 163(C), pages 65-79.
    827. Jean-Charles Bricongne & Samuel Delpeuch & Margarita Lopez Forero, 2021. "Productivity Slowdown, Tax Havens and MNEs’ Intangibles: where is measured value creation?," Documents de recherche 21-01, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    828. Reynal-Querol, Marta & García-Montalvo, José, 2020. "Gender And Credit Risk: A View From The Loan Officer'S Desk," CEPR Discussion Papers 14500, C.E.P.R. Discussion Papers.
    829. Jan Stede & Marc Blauert & Nils May, 2021. "Way Off: The Effect of Minimum Distance Regulation on the Deployment and Cost of Wind Power," Discussion Papers of DIW Berlin 1989, DIW Berlin, German Institute for Economic Research.
    830. Chris Jeffords & Todd Potts, 2019. "NFL Salary Cap Allocation: Matching Theory with Observed Behavior," Economics Bulletin, AccessEcon, vol. 39(1), pages 270-279.
    831. De La Cruz, Marjorie & Abi-Hassan, Sahar & Denly, Michael, 2024. "A Comment on "The PhD Pipeline Initiative Works: Evidence from a Randomized Intervention to Help Underrepresented Students Prepare for PhDs in Political Science"," I4R Discussion Paper Series 152, The Institute for Replication (I4R).
    832. Michela Giorcelli & Bo Li, 2022. "Technology Transfer and Early Industrial Development: Evidence from the Sino-Soviet Alliance," CESifo Working Paper Series 9552, CESifo.
    833. Oconnor, Christopher, 2024. "Do conditional cash transfers create resilience against poverty? Long-run evidence from Jamaica," World Development, Elsevier, vol. 176(C).
    834. Montrone, Lorenzo & Steckel, Jan Christoph & Kalkuhl, Matthias, 2022. "The type of power capacity matters for economic development – Evidence from a global panel," Resource and Energy Economics, Elsevier, vol. 69(C).
    835. Abraham, Lisa, 2023. "The gender gap in performance reviews," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 459-492.
    836. Sriya Anbil & Alyssa G. Anderson & Zeynep Senyuz, 2021. "Are Repo Markets Fragile? Evidence from September 2019," Finance and Economics Discussion Series 2021-028, Board of Governors of the Federal Reserve System (U.S.).
    837. Hoffmann, Bridget & Rud, Juan Pablo, 2022. "Exposure or Income? The Unequal Effects of Pollution on Daily Labor Supply," IDB Publications (Working Papers) 11985, Inter-American Development Bank.
    838. Samantha Bielen & Peter Grajzl & Wim Marneffe, 2021. "Blame based on one's name? Extralegal disparities in criminal conviction and sentencing," European Journal of Law and Economics, Springer, vol. 51(3), pages 469-521, June.
    839. Singh, Tejendra Pratap, 2022. "Beyond The Haze: Air Pollution and Student Absenteeism - Evidence from India," OSF Preprints pcva2, Center for Open Science.
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    842. Alice Dominici and Lisen Arnheim Dahlström, 2023. "Targeting vaccine information framing to recipients’ education: a randomized trial," Economics Working Papers EUI ECO 2023/02, European University Institute.
    843. Vasudha Wattal & Katherine Checkland & Matt Sutton & Marcello Morciano, 2024. "What remains after the money ends? Evidence on whether admission reductions continued following the largest health and social care integration programme in England," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(9), pages 1485-1504, December.
    844. Artís, Annalí Casanueva & Avetian, Vladimir & Sardoschau, Sulin & Saxena, Kavya, 2022. "Social Media and the Broadening of Social Movements: Evidence from Black Lives Matter," IZA Discussion Papers 15812, Institute of Labor Economics (IZA).
    845. Lewis, Gabriel, 2022. "Heteroskedasticity and Clustered Covariances from a Bayesian Perspective," MPRA Paper 116662, University Library of Munich, Germany.
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    847. Roxana Elena Manea; Pedro Naso, 2021. "Heterogeneous Impacts of School Fee Elimination in Tanzania: Gender and Colonial Infrastructure," CIES Research Paper series 64-2020, Centre for International Environmental Studies, The Graduate Institute.
    848. Liang, Yuchao & Tan, Qi & Pang, Jun, 2024. "Bless or curse, how does extreme temperature shape heavy pollution companies' ESG performance?-Evidence from China," Energy Economics, Elsevier, vol. 131(C).
    849. Colombo, Andrea & Tojerow, Ilan, 2020. "Appointed or Elected? How Mayoral Accountability Impacts the Provision of Policing," IZA Discussion Papers 13961, Institute of Labor Economics (IZA).
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  53. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," Papers 1702.01250, arXiv.org.

    Cited by:

    1. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    2. Christian Hansen & Damian Kozbur & Sanjog Misra, 2016. "Targeted undersmoothing," ECON - Working Papers 282, Department of Economics - University of Zurich, revised Apr 2018.
    3. Ying Deng & Qianqian Yue & Xin Zhao, 2024. "What Does Air Quality Information Disclosure Deliver and to Whom? Evidence from the Ambient Air Quality Standard (2012) Program in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(11), pages 2859-2887, November.
    4. Isabel Hovdahl, 2019. "On the use of machine learning for causal inference in climate economics," Working Papers No 05/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    5. Chaohua Dong & Jiti Gao & Oliver Linton, 2018. "High dimensional semiparametric moment restriction models," CeMMAP working papers CWP04/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Sander Gerritsen & Mark Kattenberg & Sonny Kuijpers, 2019. "The impact of age at arrival on education and mental health," CPB Discussion Paper 389, CPB Netherlands Bureau for Economic Policy Analysis.
    7. Lunyu Xie & Tianhua Zou & Joshua Linn & Haosheng Yan, 2024. "Can Building Subway Systems Improve Air Quality? New Evidence from Multiple Cities and Machine Learning," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(4), pages 1009-1044, April.
    8. Pamela Giustinelli & Matthew D. Shapiro, 2024. "SeaTE: Subjective Ex Ante Treatment Effect of Health on Retirement," American Economic Journal: Applied Economics, American Economic Association, vol. 16(2), pages 278-317, April.
    9. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2018. "A Unified Framework for Efficient Estimation of General Treatment Models," Papers 1808.04936, arXiv.org, revised Aug 2018.
    10. Marica Valente, 2020. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Papers 2010.01105, arXiv.org, revised Nov 2022.
    11. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    12. Newham, Melissa & Valente, Marica, 2024. "The cost of influence: How gifts to physicians shape prescriptions and drug costs," Journal of Health Economics, Elsevier, vol. 95(C).
    13. Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2021. "The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya," Resource and Energy Economics, Elsevier, vol. 66(C).
    14. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2021.
    15. Sookyo Jeong & Hongseok Namkoong, 2020. "Assessing External Validity Over Worst-case Subpopulations," Papers 2007.02411, arXiv.org, revised Feb 2022.
    16. Yi-Hau Chen & Szu-Yuan Hsu & Jie-Huei Wang & Chien-Chou Su, 2024. "Analyzing Treatment Effect by Integrating Existing Propensity Score and Outcome Regressions with Heterogeneous Covariate Sets," Mathematics, MDPI, vol. 12(14), pages 1-17, July.
    17. Costanza Naguib, 2023. "Is the Impact of Opening the Borders Heterogeneous?," Diskussionsschriften dp2312, Universitaet Bern, Departement Volkswirtschaft.
    18. Christian Stetter & Philipp Mennig & Johannes Sauer, 2022. "Using Machine Learning to Identify Heterogeneous Impacts of Agri-Environment Schemes in the EU: A Case Study," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 723-759.
    19. Pedro Forquesato, 2022. "Who Benefits from Political Connections in Brazilian Municipalities," Papers 2204.09450, arXiv.org.
    20. Josephson, Anna & Michler, Jeffrey D., 2018. "Viewpoint: Beasts of the field? Ethics in agricultural and applied economics," Food Policy, Elsevier, vol. 79(C), pages 1-11.
    21. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    22. Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
    23. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    24. Kantha Dayaram & Alistair McGuire, 2019. "Retirement Reforms: Occupational Strain and Health," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(3), pages 522-542, July.
    25. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    26. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
    27. Thai T. Pham & Yuanyuan Shen, 2017. "A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform," Papers 1706.02795, arXiv.org.
    28. Benjamin Jensen & Brandon Valeriano & Sam Whitt, 2024. "How cyber operations can reduce escalation pressures: Evidence from an experimental wargame study," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(1), pages 119-133, January.

  54. Athey, Susan & Imbens, Guido W. & Wager, Stefan, 2016. "Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing," Research Papers 3408, Stanford University, Graduate School of Business.

    Cited by:

    1. Vafa, Keyon & Athey, Susan & Blei, David M., 2024. "Estimating Wage Disparities Using Foundation Models," Research Papers 4206, Stanford University, Graduate School of Business.
    2. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    3. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    4. Wang, Xin (Shane) & Ryoo, Jun Hyun (Joseph) & Bendle, Neil & Kopalle, Praveen K., 2021. "The role of machine learning analytics and metrics in retailing research," Journal of Retailing, Elsevier, vol. 97(4), pages 658-675.
    5. Dmitry Arkhangelsky & Guido W. Imbens, 2021. "Double-Robust Identification for Causal Panel Data Models," NBER Working Papers 28364, National Bureau of Economic Research, Inc.
    6. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
    7. Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
    8. Soumajyoti Sarkar & Hamidreza Alvari, 2020. "Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org," Papers 2006.12995, arXiv.org.
    9. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    10. Matthias Huber & Simone Schüller & Marc Stöckli & Klaus Wohlrabe, 2018. "Maschinelles Lernen in der ökonomischen Forschung," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 71(07), pages 50-53, April.
    11. Thai T. Pham & Yuanyuan Shen, 2017. "A Deep Causal Inference Approach to Measuring the Effects of Forming Group Loans in Online Non-profit Microfinance Platform," Papers 1706.02795, arXiv.org.

  55. Athey, Susan & Parashkevov, Ivo & Sarukkai, Vishnu & Xia, Jing, 2016. "Bitcoin Pricing, Adoption, and Usage: Theory and Evidence," Research Papers 3469, Stanford University, Graduate School of Business.

    Cited by:

    1. Weili Chen & Jun Wu & Zibin Zheng & Chuan Chen & Yuren Zhou, 2019. "Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network," Papers 1902.01941, arXiv.org.
    2. Daniela Balutel & Christopher Henry & Michel Vasquez & Marcel Voia, 2022. "Bitcoin Adoption and Beliefs in Canada," Post-Print hal-03676061, HAL.
    3. Makarov, Igor & Schoar, Antoinette, 2018. "Trading and Arbitrage in Cryptocurrency Markets," LSE Research Online Documents on Economics 118909, London School of Economics and Political Science, LSE Library.
    4. Nicolás Magner & Nicolás Hardy, 2022. "Cryptocurrency Forecasting: More Evidence of the Meese-Rogoff Puzzle," Mathematics, MDPI, vol. 10(13), pages 1-27, July.
    5. Rod Garratt & Maarten van Oordt, 2019. "Entrepreneurial Incentives and the Role of Initial Coin Offerings," Staff Working Papers 19-18, Bank of Canada.
    6. Makarov, Igor & Schoar, Antoinette, 2020. "Trading and arbitrage in cryptocurrency markets," LSE Research Online Documents on Economics 100409, London School of Economics and Political Science, LSE Library.
    7. Podhorsky, Andrea, 2023. "Taxing bitcoin: Incentivizing the difficulty adjustment mechanism to reduce electricity usage," International Review of Financial Analysis, Elsevier, vol. 86(C).
    8. Yae, James & Tian, George Zhe, 2024. "Volatile safe-haven asset: Evidence from Bitcoin," Journal of Financial Stability, Elsevier, vol. 73(C).
    9. Zimmerman, Peter, 2020. "Blockchain structure and cryptocurrency prices," Bank of England working papers 855, Bank of England.
    10. Isaiah Hull & Or Sattath, 2024. "The properties of contemporary money," Journal of Economic Surveys, Wiley Blackwell, vol. 38(4), pages 1132-1155, September.
    11. Hanna Halaburda & Guillaume Haeringer & Joshua Gans & Neil Gandal, 2021. "The Microeconomics of Cryptocurrencies," CESifo Working Paper Series 8841, CESifo.
    12. Ed Saiedi & Anders Broström & Felipe Ruiz, 2021. "Global drivers of cryptocurrency infrastructure adoption," Small Business Economics, Springer, vol. 57(1), pages 353-406, June.
    13. Bruno Biais & Albert Menkveld & Catherine Casamatta & Christophe Bisière & Matthieu Bouvard, 2019. "Equilibrium Bitcoin Pricing," 2019 Meeting Papers 360, Society for Economic Dynamics.
    14. Charles M. Kahn & Maarten R.C. van Oordt, 2022. "The Demand for Programmable Payments," Tinbergen Institute Discussion Papers 22-076/IV, Tinbergen Institute.
    15. Kee‐Youn Kang & Seungduck Lee, 2024. "Money, Bitcoin, and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(1), pages 225-256, February.
    16. Yuanyuan (Catherine) Chen, 2021. "Empirical analysis of bitcoin price," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 45(4), pages 692-715, October.
    17. Parthajit Kayal & Purnima Rohilla, 2021. "Bitcoin in the economics and finance literature: a survey," SN Business & Economics, Springer, vol. 1(7), pages 1-21, July.
    18. Maarten R.C. van Oordt, 2024. "On Bubbles in Cryptocurrency Prices," Tinbergen Institute Discussion Papers 24-050/IV, Tinbergen Institute.
    19. Chen, Cathy Yi-Hsuan & Després, Roméo & Guo, Li & Renault, Thomas, 2019. "What makes cryptocurrencies special? Investor sentiment and return predictability during the bubble," IRTG 1792 Discussion Papers 2019-016, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    20. Yulin Liu & Luyao Zhang, 2022. "Cryptocurrency Valuation: An Explainable AI Approach," Papers 2201.12893, arXiv.org, revised Jul 2023.
    21. Christian Catalini & Joshua S. Gans, 2018. "Initial Coin Offerings and the Value of Crypto Tokens," NBER Working Papers 24418, National Bureau of Economic Research, Inc.
    22. Conlon, Thomas & Corbet, Shaen & Hou, Yang (Greg) & Hu, Yang & Oxley, Les, 2024. "Bitcoin forks: What drives the branches?," Research in International Business and Finance, Elsevier, vol. 69(C).
    23. Lin William Cong & Ye Li & Neng Wang, 2021. "Tokenomics: Dynamic Adoption and Valuation [The demand of liquid assets with uncertain lumpy expenditures]," The Review of Financial Studies, Society for Financial Studies, vol. 34(3), pages 1105-1155.
    24. Zhimeng Yang & Ariah Klages-Mundt & Lewis Gudgeon, 2023. "Oracle Counterpoint: Relationships between On-chain and Off-chain Market Data," Papers 2303.16331, arXiv.org, revised Jul 2023.
    25. Julien Prat & Vincent Danos & Stefania Marcassa, 2021. "Fundamental Pricing of Utility Tokens," Working Papers hal-03096267, HAL.
    26. Hoje Jo & Haehean Park & Hersh Shefrin, 2020. "Bitcoin and sentiment," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(12), pages 1861-1879, December.
    27. Clemens Graf von Luckner & Carmen M. Reinhart & Kenneth S. Rogoff, 2021. "Decrypting New Age International Capital Flows," NBER Working Papers 29337, National Bureau of Economic Research, Inc.
    28. Cole, Benjamin M. & Dyhrberg, Anne H. & Foley, Sean & Svec, Jiri, 2022. "Can Bitcoin be Trusted? Quantifying the economic value of blockchain transactions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    29. Toorajipour, Reza & Oghazi, Pejvak & Sohrabpour, Vahid & Patel, Pankaj C. & Mostaghel, Rana, 2022. "Block by block: A blockchain-based peer-to-peer business transaction for international trade," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    30. Matteo Benetton & Giovanni Compiani, 2024. "Investors’ Beliefs and Cryptocurrency Prices," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 14(2), pages 197-236.
    31. Budish, Eric B., 2018. "The Economic Limits of Bitcoin and the Blockchain," Working Papers 279, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    32. W. Scott Frame & Larry Wall & Lawrence J. White, 2018. "Technological Change and Financial Innovation in Banking: Some Implications for FinTech," Working Papers 18-28, New York University, Leonard N. Stern School of Business, Department of Economics.
    33. James Chapman & Carolyn A. Wilkins, 2019. "Crypto ‘Money’: Perspective of a Couple of Canadian Central Bankers," Discussion Papers 2019-1, Bank of Canada.
    34. Pourpourides, Panayiotis, 2023. "Long-Term Nexus of Macroeconomic and Financial Fundamentals with Cryptocurrencies," Cardiff Economics Working Papers E2023/23, Cardiff University, Cardiff Business School, Economics Section.
    35. Hilliard, Jimmy E. & Hilliard, Jitka & Ngo, Julie T.D., 2024. "Implied parameter estimation for jump diffusion option pricing models: Pricing accuracy and the role of loss and evaluation functions," Journal of Commodity Markets, Elsevier, vol. 35(C).
    36. Christopher S. Henry, 2017. "Bitcoin Awareness and Usage in Canada," Working Papers hal-03182314, HAL.
    37. Saggese, Pietro & Belmonte, Alessandro & Dimitri, Nicola & Facchini, Angelo & Böhme, Rainer, 2023. "Arbitrageurs in the Bitcoin ecosystem: Evidence from user-level trading patterns in the Mt. Gox exchange platform," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 251-270.
    38. Kogan, Shimon & Makarov, Igor & Niessner, Marina & Schoar, Antoinette, 2024. "Are cryptos different? Evidence from retail trading," Journal of Financial Economics, Elsevier, vol. 159(C).
    39. Rodney Garratt & Neil Wallace, 2018. "Bitcoin 1, Bitcoin 2, ....: An Experiment In Privately Issued Outside Monies," Economic Inquiry, Western Economic Association International, vol. 56(3), pages 1887-1897, July.
    40. Yae, James & Tian, George Zhe, 2022. "Out-of-sample forecasting of cryptocurrency returns: A comprehensive comparison of predictors and algorithms," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 598(C).
    41. Griffin Msefula & Tony Chieh-Tse Hou & Tina Lemesi, 2024. "Financial and market risks of bitcoin adoption as legal tender: evidence from El Salvador," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    42. Raphael Auer, 2019. "Beyond the doomsday economics of "proof-of-work" in cryptocurrencies," BIS Working Papers 765, Bank for International Settlements.
    43. Eom, Yunsung, 2021. "Kimchi premium and speculative trading in bitcoin," Finance Research Letters, Elsevier, vol. 38(C).
    44. Son, Dong-Hoon, 2023. "On-demand ride-sourcing markets with cryptocurrency-based fare-reward scheme," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    45. Hosain, Md Sajjad, 2018. "Bitcoin: Future transaction currency?," MPRA Paper 87588, University Library of Munich, Germany.
    46. Le, Anh H., 2022. "Central bank digital currency and cryptocurrency in emerging markets," MPRA Paper 114734, University Library of Munich, Germany.
    47. Rodney Garratt & Maarten RC van Oordt, 2024. "Crypto Exchange Tokens," BIS Working Papers 1201, Bank for International Settlements.
    48. Gilles Hilary & Laura Xiaolei Liu, 2021. "Blockchain and Other Distributed Ledger Technologies in Finance," Springer Books, in: Raghavendra Rau & Robert Wardrop & Luigi Zingales (ed.), The Palgrave Handbook of Technological Finance, pages 243-268, Springer.
    49. Matic, Jovanka Lili & Packham, Natalie & Härdle, Wolfgang Karl, 2021. "Hedging Cryptocurrency Options," MPRA Paper 110774, University Library of Munich, Germany.
    50. Yukun Liu & Aleh Tsyvinski & Xi Wu, 2022. "Common Risk Factors in Cryptocurrency," Journal of Finance, American Finance Association, vol. 77(2), pages 1133-1177, April.
    51. Jermann, Urban J., 2021. "Cryptocurrencies and Cagan’s model of hyperinflation," Journal of Macroeconomics, Elsevier, vol. 69(C).
    52. Lee, Yen-Sheng & Vo, Ace & Chapman, Thomas A., 2022. "Examining the Maturity of Bitcoin Price through a Catastrophic Event: The Case of Structural Break Analysis During the COVID-19 Pandemic," Finance Research Letters, Elsevier, vol. 49(C).
    53. Hui, Cho-Hoi & Lo, Chi-Fai & Chau, Po-Hon & Wong, Andrew, 2020. "Does Bitcoin behave as a currency?: A standard monetary model approach," International Review of Financial Analysis, Elsevier, vol. 70(C).
    54. Lepomäki, Laura & Kanniainen, Juho & Hansen, Henri, 2021. "Retaliation in Bitcoin networks," Economics Letters, Elsevier, vol. 203(C).
    55. Michael Sockin & Wei Xiong, 2021. "A Model of Cryptocurrencies," Working Papers 2021-67, Princeton University. Economics Department..
    56. Gryglewicz, Sebastian & Mayer, Simon & Morellec, Erwan, 2021. "Optimal financing with tokens," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1038-1067.
    57. Michael Sockin & Wei Xiong, 2020. "A Model of Cryptocurrencies," NBER Working Papers 26816, National Bureau of Economic Research, Inc.
    58. Bertrand Crettez & Lisa Morhaim, 2022. "General equilibrium cryptocurrency pricing in an OLG model," Post-Print hal-04103599, HAL.
    59. Hilde C. Bjørnland & Jamie L. Cross & Felix Kapfhammer, 2023. "The Drivers of Emission Reductions in the European Carbon Market," CAMA Working Papers 2023-53, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    60. Jung, Woosung & Park, Haerang, 2024. "Common factors in the returns on cryptocurrencies," Finance Research Letters, Elsevier, vol. 65(C).
    61. Rod Garratt & Maarten van Oordt, 2020. "Why Fixed Costs Matter for Proof-of-Work Based Cryptocurrencies," Staff Working Papers 20-27, Bank of Canada.
    62. Isaiah Hull & Or Sattath, 2021. "Revisiting the Properties of Money," Papers 2111.04483, arXiv.org, revised Nov 2021.
    63. Wilko Bolt & Maarten R.C. Van Oordt, 2020. "On the Value of Virtual Currencies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(4), pages 835-862, June.
    64. Dimitrios Koutmos & Wang Chun Wei, 2023. "Nowcasting bitcoin’s crash risk with order imbalance," Review of Quantitative Finance and Accounting, Springer, vol. 61(1), pages 125-154, July.
    65. Stylianos Asimakopoulos & Marco Lorusso & Francesco Ravazzolo, 2023. "A Bayesian DSGE Approach to Modelling Cryptocurrency"," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 1012-1035, December.
    66. Matteo Benetton & Giovanni Compiani, 2020. "Investors’ Beliefs and Asset Prices: A Structural Model of Cryptocurrency Demand," Working Papers 2020-107, Becker Friedman Institute for Research In Economics.
    67. Gradon Nicholls, 2017. "Bitcoin awareness and usage in Canada," Canadian Stata Users' Group Meetings 2017 08, Stata Users Group.
    68. Cahill, Daniel & G. Baur, Dirk & (Frank) Liu, Zhangxin & W. Yang, Joey, 2020. "I am a blockchain too: How does the market respond to companies’ interest in blockchain?," Journal of Banking & Finance, Elsevier, vol. 113(C).
    69. Karau, Sören, 2021. "Monetary policy and Bitcoin," Discussion Papers 41/2021, Deutsche Bundesbank.
    70. Armando Holzknecht & Jürgen Huber & Michael Kirchler & Tibor Neugebauer, 2024. "Speculating in zero-value assets: The greater fool game experiment," Working Papers 2024-09, Faculty of Economics and Statistics, Universität Innsbruck.
    71. Anil Donmez & Alexander Karaivanov, 2022. "Transaction fee economics in the Ethereum blockchain," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 265-292, January.
    72. Makarov, Igor & Schoar, Antoinette, 2021. "Blockchain analysis of the Bitcoin market," LSE Research Online Documents on Economics 118897, London School of Economics and Political Science, LSE Library.
    73. Ye Wang & Yan Chen & Haotian Wu & Liyi Zhou & Shuiguang Deng & Roger Wattenhofer, 2021. "Cyclic Arbitrage in Decentralized Exchanges," Papers 2105.02784, arXiv.org, revised Jan 2022.
    74. Sokolov, Konstantin, 2021. "Ransomware activity and blockchain congestion," Journal of Financial Economics, Elsevier, vol. 141(2), pages 771-782.
    75. Obryan Poyser, 2019. "Exploring the dynamics of Bitcoin’s price: a Bayesian structural time series approach," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(1), pages 29-60, March.
    76. Susan Athey & Christian Catalini & Catherine Tucker, 2017. "The Digital Privacy Paradox: Small Money, Small Costs, Small Talk," NBER Working Papers 23488, National Bureau of Economic Research, Inc.
    77. Karau, Sören, 2023. "Monetary policy and Bitcoin," Journal of International Money and Finance, Elsevier, vol. 137(C).
    78. Feyen,Erik H.B. & Kawashima,Yusaku & Mittal,Raunak, 2022. "Crypto-Assets Activity around the World : Evolution and Macro-Financial Drivers," Policy Research Working Paper Series 9962, The World Bank.
    79. Andrea Canidio & Vincent Danos & Stefania Marcassa & Julien Prat, 2021. "Tokens and ICOs: A Review of the Economic Literature," Post-Print hal-03678409, HAL.
    80. Kogana, Shimon & Makarov, Igor & Niessnerc, Marina & Schoar, Antoinette, 2024. "Are cryptos different? Evidence from retail trading," LSE Research Online Documents on Economics 122266, London School of Economics and Political Science, LSE Library.
    81. Stylianos Asimakopoulos & Marco Lorusso & Francesco Ravazzolo, 2019. "A New Economic Framework: A DSGE Model with Cryptocurrency," Working Papers No 07/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.

  56. Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang, 2016. "Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index," Papers 1603.09326, arXiv.org, revised Aug 2024.

    Cited by:

    1. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    2. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    3. Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
    4. Keith Battocchi & Eleanor Dillon & Maggie Hei & Greg Lewis & Miruna Oprescu & Vasilis Syrgkanis, 2021. "Estimating the Long-Term Effects of Novel Treatments," Papers 2103.08390, arXiv.org, revised Feb 2022.
    5. John Mullahy, 2018. "Treatment Effects with Multiple Outcomes," NBER Working Papers 25307, National Bureau of Economic Research, Inc.
    6. Carlos Fernández-Loría & Foster Provost, 2022. "Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 4-16, April.
    7. Rahul Singh & Hannah Zhou, 2022. "Kernel methods for long term dose response curves," Papers 2201.05139, arXiv.org, revised Dec 2024.
    8. David M. Ritzwoller & Vasilis Syrgkanis, 2024. "Simultaneous Inference for Local Structural Parameters with Random Forests," Papers 2405.07860, arXiv.org, revised Sep 2024.
    9. Isaac Meza & Rahul Singh, 2021. "Nested Nonparametric Instrumental Variable Regression: Long Term, Mediated, and Time Varying Treatment Effects," Papers 2112.14249, arXiv.org, revised Mar 2024.

  57. Athey, Susan & Calvano, Emilio & Gans, Joshua S., 2016. "The Impact of Consumer Multi-homing on Advertising Markets and Media Competition," Research Papers 3407, Stanford University, Graduate School of Business.

    Cited by:

    1. Fabrizio Germano & Larbi Alaoui, 2015. "Time Scarcity and the Market for News," Working Papers 675, Barcelona School of Economics.
    2. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    3. Batikas, Michail & Claussen, Jörg & Peukert, Christian, 2017. "Follow The Money: Piracy and Online Advertising," 28th European Regional ITS Conference, Passau 2017 169448, International Telecommunications Society (ITS).
    4. Reisinger, Markus & Ambrus, Attila & Calvano, Emilio, 2013. "Either or Both Competition: A "Two-Sided" Theory of Advertising with Overlapping Viewerships," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79912, Verein für Socialpolitik / German Economic Association.
    5. Anderson, Simon P. & Jullien, Bruno, 2016. "The advertising-financed business model in two-sided media markets," TSE Working Papers 16-632, Toulouse School of Economics (TSE).
    6. Schweizer, Nikolaus & Szech, Nora, 2015. "Revenues and welfare in auctions with information release," Discussion Papers, Research Unit: Economics of Change SP II 2015-301, WZB Berlin Social Science Center.
    7. Yunhyoung Kim & Jeonghoon Mo, 2018. "Pricing of Digital Video Supply Chain: Free versus Paid Service on the Direct Distribution Channel," Sustainability, MDPI, vol. 11(1), pages 1-14, December.
    8. Hana Choi & Carl F. Mela & Santiago R. Balseiro & Adam Leary, 2020. "Online Display Advertising Markets: A Literature Review and Future Directions," Information Systems Research, INFORMS, vol. 31(2), pages 556-575, June.
    9. Emilio Calvano & Michele Polo, 2020. "Strategic Differentiation by Business Models: Free-To-Air and Pay-TV," The Economic Journal, Royal Economic Society, vol. 130(625), pages 50-64.
    10. Carroni, Elias & Madio, Leonardo & Shekhar, Shiva, 2020. "Superstars in two-sided markets: exclusives or not?," TSE Working Papers 20-1083, Toulouse School of Economics (TSE).
    11. Alexandre de Corniere & Miklos Sarvary, 2017. "Social Media and the News Industry," Working Papers 17-07, NET Institute.
    12. Anna D'Annunzio & Antonio Russo, 2017. "Ad Networks and Consumer Tracking," CESifo Working Paper Series 6667, CESifo.
    13. Luis Aguiar Wicht, 2019. "Going Mobile: The Effects of Smartphone Usage on Internet Consumption," JRC Working Papers on Digital Economy 2019-07, Joint Research Centre.
    14. Carmelo Cennamo & Hakan Ozalp & Tobias Kretschmer, 2018. "Platform Architecture and Quality Trade-offs of Multihoming Complements," Information Systems Research, INFORMS, vol. 29(2), pages 461-478, June.
    15. Hans Jarle Kind & Marko Köthenbürger, 2016. "Taxation in Digital Media Markets," CESifo Working Paper Series 6202, CESifo.
    16. Shekhar, Shiva, 2020. "Zero Pricing Platform Competition," MPRA Paper 99364, University Library of Munich, Germany.
    17. Liu, He & Amit, Raphael & Qiao, Han & Wang, Shouyang, 2024. "Digital platform compatibility strategies in platform co-opetition," Journal of Business Research, Elsevier, vol. 174(C).
    18. Foros, Øystein & Kind, Hans Jarle & Wyndham, Tim, 2019. "Tax-free digital news?," International Journal of Industrial Organization, Elsevier, vol. 66(C), pages 119-136.
    19. Robert Seamans & Feng Zhu, 2017. "Repositioning and Cost-Cutting: The Impact of Competition on Platform Strategies," Strategy Science, INFORMS, vol. 2(2), pages 83-99, June.

  58. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.

    Cited by:

    1. Karen Macours & Renos Vakis, 2016. "Sustaining Impacts When Transfers End: Women Leaders, Aspirations, and Investment in Children," NBER Working Papers 22871, National Bureau of Economic Research, Inc.
    2. María Hernández de Benito, 2022. "This Is a Man’s World: Crime and Intra-Household Resource Allocation," HiCN Working Papers 372, Households in Conflict Network.
    3. Pranjal Rawat, 2023. "Algorithmic Collusion in Auctions: Evidence from Controlled Laboratory Experiments," Papers 2306.09437, arXiv.org, revised Jan 2025.
    4. Edeh, Hyacinth & Mavrotas, George, 2018. "Welfare Effect of Urea Deep Placement (UDP) Technology Adoption among Smallholder Rice Farmers in Kwara State, Nigeria – Analysis of a Randomized Control Trial Experiment," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273493, Agricultural Economics Society.
    5. Tom Coupé & W. Robert Reed & Christian Zimmerman, 2021. "Paving the Road for Replications: Experimental Results from an Online Research Repository," Working Papers in Economics 21/09, University of Canterbury, Department of Economics and Finance.
    6. Rachid Laaja & Karen Macours, 2021. "Measuring Skills in Developing Countries," Journal of Human Resources, University of Wisconsin Press, vol. 56(4), pages 1254-1295.
    7. Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," Natural Field Experiments 00681, The Field Experiments Website.
    8. Anell, Anders & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2021. "Information, switching costs, and consumer choice: Evidence from two randomised field experiments in Swedish primary health care," Journal of Public Economics, Elsevier, vol. 196(C).
    9. Johnsen, Åshild A. & Kvaløy, Ola, 2021. "Conspiracy against the public - An experiment on collusion11“People of the same trade seldom meet together, even for merriment and diversion, but the conversation ends in a conspiracy against the publ," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    10. Garance Genicot & Maria Hernandez de Benito, 2021. "Women's Land Rights and Village Institutions in Tanzania," Working Papers gueconwpa~21-21-21, Georgetown University, Department of Economics.
    11. Rothstein, Jesse & Von Wachter, Till, 2016. "Social Experiments in the Labor Market," Department of Economics, Working Paper Series qt7957p9g6, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    12. Simon Burgess & Robert Metcalfe & Sally Sadoff, 2016. "Understanding the Response to Financial and Non-Financial Incentives in Education: Field Experimental Evidence Using High-Stakes Assessments," Bristol Economics Discussion Papers 16/678, School of Economics, University of Bristol, UK.
    13. Michael Knaus & Michael Lechner & Anthony Strittmatter, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," Papers 1709.10279, arXiv.org, revised May 2018.
    14. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    15. Masset, Edoardo & García-Hombrados, Jorge & Acharya, Arnab, 2020. "Aiming high and falling low: The SADA-Northern Ghana Millennium Village Project," Journal of Development Economics, Elsevier, vol. 143(C).
    16. Robinson, Carly D. & Gallus, Jana & Lee, Monica G. & Rogers, Todd, 2018. "The Demotivating Effect (and Unintended Message) of Retrospective Awards," Working Paper Series rwp18-020, Harvard University, John F. Kennedy School of Government.
    17. Emma Riley, 2022. "Resisting Social Pressure in the Household Using Mobile Money: Experimental Evidence on Microenterprise Investment in Uganda," CSAE Working Paper Series 2022-04, Centre for the Study of African Economies, University of Oxford.
    18. Weijia Dai & Hyunjin Kim & Michael Luca, 2016. "Which Firms Gain from Digital Advertising? Evidence from a Field Experiment," Harvard Business School Working Papers 17-025, Harvard Business School, revised Jan 2023.
    19. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    20. Abhijit Banerjee & Sylvain Chassang & Sergio Montero & Erik Snowberg, 2017. "A Theory of Experimenters," NBER Working Papers 23867, National Bureau of Economic Research, Inc.
    21. Tom Coupé & W. Robert Reed & Christian Zimmermann, 2021. "Paving the Road for Replications: Experimental Results from an Online Research Bibliography," Working Papers 2021-013, Federal Reserve Bank of St. Louis, revised 24 Feb 2022.
    22. Robinson, Carly D. & Lee, Monica G. & Dearing, Eric & Rogers, Todd, 2017. "Reducing Student Absenteeism in the Early Grades by Targeting Parental Beliefs," Working Paper Series rwp17-011, Harvard University, John F. Kennedy School of Government.
    23. Knowles, Stephen & Servátka, Maroš & Sullivan, Trudy & Genç, Murat, 2017. "Deadlines, Procrastination, and Forgetting in Charitable Tasks: A Field Experiment," MPRA Paper 83694, University Library of Munich, Germany.
    24. Wesley Burnett, J. & Mothorpe, Christopher, 2021. "Human-induced earthquakes, risk salience, and housing values," Resource and Energy Economics, Elsevier, vol. 63(C).

  59. Susan Athey & Julie Tibshirani & Stefan Wager, 2016. "Generalized Random Forests," Papers 1610.01271, arXiv.org, revised Apr 2018.

    Cited by:

    1. Lechner, Michael, 2019. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," CEPR Discussion Papers 13430, C.E.P.R. Discussion Papers.
    2. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    3. Isaiah Hull & Anna Grodecka-Messi, 2022. "Measuring the Impact of Taxes and Public Services on Property Values: A Double Machine Learning Approach," Papers 2203.14751, arXiv.org.
    4. Grodecka, Anna & Hull, Isaiah, 2019. "The Impact of Local Taxes and Public Services on Property Values," Working Paper Series 374, Sveriges Riksbank (Central Bank of Sweden).
    5. Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," IZA Discussion Papers 12039, Institute of Labor Economics (IZA).
    6. Miruna Oprescu & Vasilis Syrgkanis & Zhiwei Steven Wu, 2018. "Orthogonal Random Forest for Causal Inference," Papers 1806.03467, arXiv.org, revised Sep 2019.
    7. Daniel Goller & Michael C. Knaus & Michael Lechner & Gabriel Okasa, 2021. "Predicting match outcomes in football by an Ordered Forest estimator," Chapters, in: Ruud H. Koning & Stefan Kesenne (ed.), A Modern Guide to Sports Economics, chapter 22, pages 335-355, Edward Elgar Publishing.
    8. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
    9. Kayo MURAKAMI & Hideki SHIMADA & Yoshiaki USHIFUSA & Takanori IDA, 2020. "Heterogeneous Treatment Effects of Nudge and Rebate:Causal Machine Learning in a Field Experiment on Electricity Conservation," Discussion papers e-20-003, Graduate School of Economics , Kyoto University.
    10. Kea BARET, 2021. "Fiscal rules’ compliance and Social Welfare," Working Papers of BETA 2021-38, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    11. Haaland, Ingar & Roth, Christopher, 2020. "Labor market concerns and support for immigration," Journal of Public Economics, Elsevier, vol. 191(C).
    12. Marica Valente, 2020. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Papers 2010.01105, arXiv.org, revised Nov 2022.
    13. Michael Lechner & Gabriel Okasa, 2019. "Random Forest Estimation of the Ordered Choice Model," Papers 1907.02436, arXiv.org, revised Sep 2022.
    14. Faltings, Richard & Krumer, Alex & Lechner, Michael, 2019. "Rot-Jaune-Verde. Language and Favoritism: Evidence from Swiss Soccer," Economics Working Paper Series 1915, University of St. Gallen, School of Economics and Political Science.
    15. Newham, Melissa & Valente, Marica, 2024. "The cost of influence: How gifts to physicians shape prescriptions and drug costs," Journal of Health Economics, Elsevier, vol. 95(C).
    16. Du, Tianyu & Kanodia, Ayush & Brunborg, Herman & Vafa, Keyon & Athey, Susan, 2024. "Labor-LLM: Language-Based Occupational Representations with Large Language Models," Research Papers 4188, Stanford University, Graduate School of Business.
    17. Carter, Michael R. & Tjernström, Emilia & Toledo, Patricia, 2019. "Heterogeneous impact dynamics of a rural business development program in Nicaragua," Journal of Development Economics, Elsevier, vol. 138(C), pages 77-98.
    18. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
    19. Subhadeep & Mukhopadhyay & Kaijun Wang, 2020. "Breiman's "Two Cultures" Revisited and Reconciled," Papers 2005.13596, arXiv.org.
    20. Martin Hodula & Milan Szabo & Lukas Pfeifer & Martin Melecky, 2022. "Cooling the Mortgage Loan Market: The Effect of Recommended Borrower-Based Limits on New Mortgage Lending," Working Papers 2022/3, Czech National Bank.
    21. Kea BARET, 2021. "Fiscal rules’ compliance and Social Welfare," Working Papers of BETA 2021-50, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    22. Dimakopoulou, Maria & Athey, Susan & Imbens, Guido W., 2018. "Estimation Considerations in Contextual Bandits," Research Papers 3644, Stanford University, Graduate School of Business.
    23. Guber, Raphael, 2018. "Instrument Validity Tests with Causal Trees: With an Application to the Same-sex Instrument," MEA discussion paper series 201805, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    24. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    25. Di Fang & Michael R. Thomsen & Rodolfo M. Nayga & Aaron M. Novotny, 2019. "WIC Participation and Relative Quality of Household Food Purchases: Evidence from FoodAPS," Southern Economic Journal, John Wiley & Sons, vol. 86(1), pages 83-105, July.
    26. Jonathan A. Cook & Saad Siddiqui, 2020. "Random forests and selected samples," Bulletin of Economic Research, Wiley Blackwell, vol. 72(3), pages 272-287, July.
    27. Macours, Karen & Behaghel, Luc & Gignoux, Jérémie, 2020. "Social learning in agriculture: does smallholder heterogeneity impede technology diffusion in Sub-Saharan Africa?," CEPR Discussion Papers 15220, C.E.P.R. Discussion Papers.
    28. Farbmacher, Helmut & Kögel, Heinrich & Spindler, Martin, 2021. "Heterogeneous effects of poverty on attention," Labour Economics, Elsevier, vol. 71(C).
    29. Santiago Carbo-Valverde & Pedro Cuadros-Solas & Francisco Rodríguez-Fernández, 2020. "A machine learning approach to the digitalization of bank customers: Evidence from random and causal forests," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-39, October.
    30. Strittmatter, Anthony, 2023. "What is the value added by using causal machine learning methods in a welfare experiment evaluation?," Labour Economics, Elsevier, vol. 84(C).
    31. Alexander Hanbo Li & Jelena Bradic, 2019. "Censored Quantile Regression Forests," Papers 1902.03327, arXiv.org.

  60. Susan Athey & Guido W. Imbens & Stefan Wager, 2016. "Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions," Papers 1604.07125, arXiv.org, revised Jan 2018.

    Cited by:

    1. Rahul Singh, 2021. "Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension," Papers 2102.11076, arXiv.org, revised Jul 2024.
    2. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    3. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.
    4. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    6. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    7. Jason Poulos & Shuxi Zeng, 2021. "RNN‐based counterfactual prediction, with an application to homestead policy and public schooling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1124-1139, August.
    8. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
    9. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    10. Jelena Bradic & Stefan Wager & Yinchu Zhu, 2019. "Sparsity Double Robust Inference of Average Treatment Effects," Papers 1905.00744, arXiv.org.
    11. Ghosh Debashis & Cruz Cortés Efrén, 2019. "A Gaussian Process Framework for Overlap and Causal Effect Estimation with High-Dimensional Covariates," Journal of Causal Inference, De Gruyter, vol. 7(2), pages 1-13, September.
    12. Susan Athey & Guido W. Imbens & Jonas Metzger & Evan M. Munro, 2019. "Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations," NBER Working Papers 26566, National Bureau of Economic Research, Inc.
    13. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    14. Vahe Avagyan & Stijn Vansteelandt, 2021. "Stable inverse probability weighting estimation for longitudinal studies," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 48(3), pages 1046-1067, September.
    15. Zongwu Cai & Ying Fang & Ming Lin & Yaqian Wu, 2024. "Estimating Counterfactual Distribution Functions via Optimal Distribution Balancing with Applications," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202415, University of Kansas, Department of Economics.
    16. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2022. "Locally Robust Semiparametric Estimation," Econometrica, Econometric Society, vol. 90(4), pages 1501-1535, July.
    17. Michael Lechner & Jana Mareckova, 2024. "Comprehensive Causal Machine Learning," Papers 2405.10198, arXiv.org, revised Feb 2025.
    18. Lenz, Gabriel & Sahn, Alexander, 2017. "Achieving Statistical Significance with Covariates and without Transparency," MetaArXiv s42ba, Center for Open Science.
    19. Martin Cousineau & Vedat Verter & Susan A. Murphy & Joelle Pineau, 2022. "Estimating causal effects with optimization-based methods: A review and empirical comparison," Papers 2203.00097, arXiv.org.
    20. Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
    21. Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
    22. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    23. Michael Zimmert, 2018. "The Finite Sample Performance of Treatment Effects Estimators based on the Lasso," Papers 1805.05067, arXiv.org.
    24. Liu, Shouying & Ma, Sen & Yin, Lijuan & Zhu, Jiong, 2023. "Land titling, human capital misallocation, and agricultural productivity in China," Journal of Development Economics, Elsevier, vol. 165(C).
    25. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    26. Ashesh Rambachan & Rahul Singh & Davide Viviano, 2024. "Program Evaluation with Remotely Sensed Outcomes," Papers 2411.10959, arXiv.org.
    27. Kuanhao Jiang & Rajarshi Mukherjee & Subhabrata Sen & Pragya Sur, 2022. "A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond," Papers 2205.10198, arXiv.org, revised Oct 2022.
    28. Michael Zimmert, 2018. "Efficient Difference-in-Differences Estimation with High-Dimensional Common Trend Confounding," Papers 1809.01643, arXiv.org, revised Aug 2020.
    29. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    30. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
    31. Chunrong Ai & Oliver Linton & Kaiji Motegi & Zheng Zhang, 2018. "A Unified Framework for Efficient Estimation of General Treatment Models," Papers 1808.04936, arXiv.org, revised Aug 2018.
    32. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2018. "The Augmented Synthetic Control Method," Papers 1811.04170, arXiv.org, revised Jul 2020.
    33. Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
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    Cited by:

    1. Libo Sun & Guodong Lyu & Yugang Yu & Chung‐Piaw Teo, 2020. "Fulfillment by Amazon versus fulfillment by seller: An interpretable risk‐adjusted fulfillment model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(8), pages 627-645, December.

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    1. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.
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    6. Ghanem, Dalia & Hirshleifer, Sarojini & Ortiz-Becerra, Karen, 2019. "Testing Attrition Bias in Field Experiments," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291215, Agricultural and Applied Economics Association.
    7. Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
    8. Stefan Wager & Kuang Xu, 2021. "Experimenting in Equilibrium," Management Science, INFORMS, vol. 67(11), pages 6694-6715, November.
    9. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
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    11. Davide Viviano & Jess Rudder, 2020. "Policy design in experiments with unknown interference," Papers 2011.08174, arXiv.org, revised May 2024.
    12. Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.
    13. Dario Tortarolo & Guillermo Cruces & Gonzalo Vazquez-Bare, 2023. "Design of partial population experiments with an application to spillovers in tax compliance," IFS Working Papers W23/17, Institute for Fiscal Studies.
    14. Yuehao Bai & Azeem M. Shaikh & Max Tabord-Meehan, 2024. "A Primer on the Analysis of Randomized Experiments and a Survey of some Recent Advances," Papers 2405.03910, arXiv.org.
    15. Wooyong Jo & Sarang Sunder & Jeonghye Choi & Minakshi Trivedi, 2020. "Protecting Consumers from Themselves: Assessing Consequences of Usage Restriction Laws on Online Game Usage and Spending," Marketing Science, INFORMS, vol. 39(1), pages 117-133, January.
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    18. Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
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    22. Björkegren, Daniel & Karaca, Burak Ceyhun, 2022. "Network adoption subsidies: A digital evaluation of a rural mobile phone program in Rwanda," Journal of Development Economics, Elsevier, vol. 154(C).
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    24. John McHale & Jason Harold & Jen-Chung Mei & Akhil Sasidharan & Anil Yadav, 2023. "Stars as catalysts: an event-study analysis of the impact of star-scientist recruitment on local research performance in a small open economy," Journal of Economic Geography, Oxford University Press, vol. 23(2), pages 343-369.
    25. Guido W. Imbens, 2021. "Statistical Significance, p-Values, and the Reporting of Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 35(3), pages 157-174, Summer.
    26. Jason J Jones & Robert M Bond & Eytan Bakshy & Dean Eckles & James H Fowler, 2017. "Social influence and political mobilization: Further evidence from a randomized experiment in the 2012 U.S. presidential election," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-9, April.
    27. Luofeng Liao & Christian Kroer, 2024. "Statistical Inference and A/B Testing in Fisher Markets and Paced Auctions," Papers 2406.15522, arXiv.org, revised Aug 2024.
    28. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Y. Weintraub, 2022. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Management Science, INFORMS, vol. 68(10), pages 7069-7089, October.
    29. Vivek F. Farias & Andrew A. Li & Tianyi Peng & Andrew Zheng, 2022. "Markovian Interference in Experiments," Papers 2206.02371, arXiv.org, revised Jun 2022.
    30. Eric Auerbach & Max Tabord-Meehan, 2021. "The Local Approach to Causal Inference under Network Interference," Papers 2105.03810, arXiv.org, revised Jun 2023.
    31. Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
    32. Lina Zhang, 2020. "Spillovers of Program Benefits with Missing Network Links," Papers 2009.09614, arXiv.org, revised Aug 2024.
    33. Anish Agarwal & Sarah H. Cen & Devavrat Shah & Christina Lee Yu, 2022. "Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference," Papers 2210.11355, arXiv.org, revised Oct 2023.
    34. Guillermo Cruces & Dario Tortarolo & Gonzalo Vazquez-Bare, 2022. "Design of two-stage experiments with an application to spillovers in tax compliance," IFS Working Papers W22/32, Institute for Fiscal Studies.
    35. Michael P. Leung, 2022. "Causal Inference Under Approximate Neighborhood Interference," Econometrica, Econometric Society, vol. 90(1), pages 267-293, January.
    36. Bryan S. Graham, 2019. "Network Data," Papers 1912.06346, arXiv.org.
    37. Nathan Kallus, 2023. "Treatment Effect Risk: Bounds and Inference," Management Science, INFORMS, vol. 69(8), pages 4579-4590, August.
    38. Iavor Bojinov & David Simchi-Levi & Jinglong Zhao, 2023. "Design and Analysis of Switchback Experiments," Management Science, INFORMS, vol. 69(7), pages 3759-3777, July.
    39. Chabé-Ferret, Sylvain & Reynaud, Arnaud & Tène, Eva, 2021. "Water Quality, Policy Diffusion Effects and Farmers’ Behavior," TSE Working Papers 21-1229, Toulouse School of Economics (TSE).
    40. Stefan Wager & Kuang Xu, 2019. "Experimenting in Equilibrium," Papers 1903.02124, arXiv.org, revised Jun 2020.
    41. Toru Kitagawa & Guanyi Wang, 2021. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP28/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    42. Evan Munro & Xu Kuang & Stefan Wager, 2021. "Treatment Effects in Market Equilibrium," Papers 2109.11647, arXiv.org, revised Feb 2025.
    43. Elizabeth L. Ogburn & Ilya Shpitser & Youjin Lee, 2020. "Causal inference, social networks and chain graphs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1659-1676, October.
    44. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
    45. Tadao Hoshino & Takahide Yanagi, 2021. "Causal Inference with Noncompliance and Unknown Interference," Papers 2108.07455, arXiv.org, revised Oct 2023.
    46. Silvia Noirjean & Marco Mariani & Alessandra Mattei & Fabrizia Mealli, 2020. "Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance," Papers 2011.11023, arXiv.org, revised May 2022.
    47. Sarojini Hirshleifer & Dalia Ghanem & Karen Ortiz-Becerra, 2019. "Testing for Attrition Bias in Field Experiments," Working Papers 201919, University of California at Riverside, Department of Economics, revised Aug 2019.
    48. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.
    49. Ramesh Johari & Hannah Li & Inessa Liskovich & Gabriel Weintraub, 2020. "Experimental Design in Two-Sided Platforms: An Analysis of Bias," Papers 2002.05670, arXiv.org, revised Sep 2021.
    50. Zhao, Anqi & Ding, Peng, 2021. "Covariate-adjusted Fisher randomization tests for the average treatment effect," Journal of Econometrics, Elsevier, vol. 225(2), pages 278-294.
    51. Vasiliki Koutra & Steven G. Gilmour & Ben M. Parker & Andrew Mead, 2023. "Design of Agricultural Field Experiments Accounting for both Complex Blocking Structures and Network Effects," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 28(3), pages 526-548, September.
    52. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    53. Luofeng Liao & Christian Kroer, 2023. "Statistical Inference and A/B Testing for First-Price Pacing Equilibria," Papers 2301.02276, arXiv.org, revised Jun 2023.
    54. Hannah Li & Geng Zhao & Ramesh Johari & Gabriel Y. Weintraub, 2021. "Interference, Bias, and Variance in Two-Sided Marketplace Experimentation: Guidance for Platforms," Papers 2104.12222, arXiv.org.
    55. David Holtz & Ruben Lobel & Inessa Liskovich & Sinan Aral, 2020. "Reducing Interference Bias in Online Marketplace Pricing Experiments," Papers 2004.12489, arXiv.org.
    56. Vazquez-Bare, Gonzalo, 2023. "Identification and estimation of spillover effects in randomized experiments," Journal of Econometrics, Elsevier, vol. 237(1).
    57. Toru Kitagawa & Guanyi Wang, 2020. "Who Should Get Vaccinated? Individualized Allocation of Vaccines Over SIR Network," Papers 2012.04055, arXiv.org, revised Jul 2021.
    58. Julius Owusu, 2023. "Randomization Inference of Heterogeneous Treatment Effects under Network Interference," Papers 2308.00202, arXiv.org, revised Jan 2025.
    59. David M. Ritzwoller & Joseph P. Romano & Azeem M. Shaikh, 2024. "Randomization Inference: Theory and Applications," Papers 2406.09521, arXiv.org, revised Feb 2025.
    60. Arun Advani & Bansi Malde, 2018. "Methods to identify linear network models: a review," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-16, December.
    61. Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    62. Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
    63. Bryan S. Graham, 2019. "Network Data," CeMMAP working papers CWP71/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    64. Fredrik Savje, 2021. "Causal inference with misspecified exposure mappings: separating definitions and assumptions," Papers 2103.06471, arXiv.org, revised Mar 2023.
    65. Xiaokang Luo & Tirthankar Dasgupta & Minge Xie & Regina Y. Liu, 2021. "Leveraging the Fisher randomization test using confidence distributions: Inference, combination and fusion learning," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(4), pages 777-797, September.
    66. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    67. Michael P. Leung & Pantelis Loupos, 2022. "Graph Neural Networks for Causal Inference Under Network Confounding," Papers 2211.07823, arXiv.org, revised Mar 2024.
    68. Claes, Ek & Söderberg, Magnus & Kataria, Mitesh, 2024. "Can teaching children about the environment influence household behavior? Experiments in Swedish schools," Working Papers in Economics 848, University of Gothenburg, Department of Economics, revised 14 Nov 2024.
    69. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.

  64. Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.

    Cited by:

    1. Stefan Wager, 2016. "Comments on: A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 261-263, June.
    2. Han, Xuehui & Wei, Shang-Jin, 2017. "Re-examining the middle-income trap hypothesis (MITH): What to reject and what to revive?," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 41-61.
    3. Fafchamps, Marcel & Labonne, Julien, 2017. "Using Split Samples to Improve Inference on Causal Effects," Political Analysis, Cambridge University Press, vol. 25(4), pages 465-482, October.
    4. Aaron Chalfin & Benjamin Hansen & Jason Lerner & Lucie Parker, 2019. "Reducing Crime Through Environmental Design: Evidence from a Randomized Experiment of Street Lighting in New York City," NBER Working Papers 25798, National Bureau of Economic Research, Inc.
    5. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
    6. Haupt, Johannes & Lessmann, Stefan, 2020. "Targeting Cutsomers Under Response-Dependent Costs," IRTG 1792 Discussion Papers 2020-005, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    7. W. Bentley MacLeod, 2017. "Viewpoint: The human capital approach to inference," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(1), pages 5-39, February.
    8. 'Agoston Reguly, 2021. "Heterogeneous Treatment Effects in Regression Discontinuity Designs," Papers 2106.11640, arXiv.org, revised Oct 2021.
    9. Simon Burgess & Robert Metcalfe & Sally Sadoff, 2016. "Understanding the Response to Financial and Non-Financial Incentives in Education: Field Experimental Evidence Using High-Stakes Assessments," Bristol Economics Discussion Papers 16/678, School of Economics, University of Bristol, UK.
    10. Rina Friedberg & Julie Tibshirani & Susan Athey & Stefan Wager, 2018. "Local Linear Forests," Papers 1807.11408, arXiv.org, revised Sep 2020.
    11. Serena Ng, 2017. "Opportunities and Challenges: Lessons from Analyzing Terabytes of Scanner Data," NBER Working Papers 23673, National Bureau of Economic Research, Inc.
    12. Bosker, Maarten, 2022. "City origins," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    13. Sonan Memon, 2021. "Machine Learning for Economists: An Introduction," PIDE Knowledge Brief 2021:33, Pakistan Institute of Development Economics.
    14. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2021. "A machine learning approach on the relationship among solar and wind energy production, coal consumption, GDP, and CO2 emissions," Renewable Energy, Elsevier, vol. 167(C), pages 99-115.
    15. Marcel Fafchamps & Julien Labonne, 2016. "Using Split Samples to Improve Inference about Causal Effects," NBER Working Papers 21842, National Bureau of Economic Research, Inc.
    16. Sophie van Huellen & Duo Qin, 2016. "Compulsory Schooling and the Returns to Education: A Re-examination," Working Papers 199, Department of Economics, SOAS University of London, UK.
    17. Jinping Hu, 2023. "Customer feature selection from high-dimensional bank direct marketing data for uplift modeling," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(2), pages 160-171, June.
    18. Seungwoo Chin & Matthew E. Kahn & Hyungsik Roger Moon, 2017. "Estimating the Gains from New Rail Transit Investment: A Machine Learning Tree Approach," NBER Working Papers 23326, National Bureau of Economic Research, Inc.
    19. Barzin,Samira & Avner,Paolo & Maruyama Rentschler,Jun Erik & O’Clery,Neave, 2022. "Where Are All the Jobs ? A Machine Learning Approach for High Resolution Urban Employment Prediction inDeveloping Countries," Policy Research Working Paper Series 9979, The World Bank.
    20. Johannes Haupt & Stefan Lessmann, 2020. "Targeting customers under response-dependent costs," Papers 2003.06271, arXiv.org, revised Aug 2021.
    21. Droste, Nils & Becker, Claudia & Ring, Irene & Santos, Rui, 2017. "Decentralization effects in ecological fiscal transfers: The case of Portugal," UFZ Discussion Papers 3/2017, Helmholtz Centre for Environmental Research (UFZ), Division of Social Sciences (ÖKUS).
    22. Raluca M. Ursu, 2018. "The Power of Rankings: Quantifying the Effect of Rankings on Online Consumer Search and Purchase Decisions," Marketing Science, INFORMS, vol. 37(4), pages 530-552, August.
    23. Jonathan M.V. Davis & Sara B. Heller, 2017. "Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs," NBER Working Papers 23443, National Bureau of Economic Research, Inc.
    24. Majid Bazarbash, 2019. "FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk," IMF Working Papers 2019/109, International Monetary Fund.
    25. Hunt Allcott & Judd B. Kessler, 2015. "The Welfare Effects of Nudges: A Case Study of Energy Use Social Comparisons," NBER Working Papers 21671, National Bureau of Economic Research, Inc.
    26. Sarah Friedrich & Gerd Antes & Sigrid Behr & Harald Binder & Werner Brannath & Florian Dumpert & Katja Ickstadt & Hans A. Kestler & Johannes Lederer & Heinz Leitgöb & Markus Pauly & Ansgar Steland & A, 2022. "Is there a role for statistics in artificial intelligence?," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 16(4), pages 823-846, December.
    27. Maria Nareklishvili & Nicholas Polson & Vadim Sokolov, 2022. "Feature Selection for Personalized Policy Analysis," Papers 2301.00251, arXiv.org, revised Jul 2023.
    28. Grépin, Karen A. & Habyarimana, James & Jack, William, 2019. "Cash on delivery: Results of a randomized experiment to promote maternal health care in Kenya," Journal of Health Economics, Elsevier, vol. 65(C), pages 15-30.
    29. Enoch Hyunwook Kang & P. R. Kumar, 2023. "Bounded (O(1)) Regret Recommendation Learning via Synthetic Controls Oracle," Papers 2301.12571, arXiv.org, revised Jun 2023.
    30. Andr'es Ram'irez-Hassan & Raquel Vargas-Correa & Gustavo Garc'ia & Daniel Londo~no, 2020. "Optimal selection of the number of control units in kNN algorithm to estimate average treatment effects," Papers 2008.06564, arXiv.org.
    31. Daniel Ershov, 2018. "Competing with Superstars in the Mobile App Market," Working Papers 18-02, NET Institute.
    32. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
    33. Dutt, Satyajit & Radermacher, Jan W., 2023. "Age, wealth, and the MPC in Europe: A supervised machine learning approach," SAFE Working Paper Series 383, Leibniz Institute for Financial Research SAFE.
    34. Chen, Jingnan (Cecilia) & Fonseca, Miguel A. & Grimshaw, Shaun B., 2021. "When a nudge is (not) enough: Experiments on social information and incentives," European Economic Review, Elsevier, vol. 134(C).
    35. Muller, Seán M., 2020. "The implications of a fundamental contradiction in advocating randomized trials for policy," World Development, Elsevier, vol. 127(C).
    36. Florian Gunsilius & Meng Hsuan Hsieh & Myung Jin Lee, 2022. "Tangential Wasserstein Projections," Papers 2207.14727, arXiv.org, revised Aug 2022.
    37. Peysakhovich, Alexander & Naecker, Jeffrey, 2017. "Using methods from machine learning to evaluate behavioral models of choice under risk and ambiguity," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 373-384.
    38. Prithwiraj Choudhury & Ryan T. Allen & Michael G. Endres, 2021. "Machine learning for pattern discovery in management research," Strategic Management Journal, Wiley Blackwell, vol. 42(1), pages 30-57, January.
    39. Rafael P. Greminger, 2022. "Trade-Offs Between Ranking Objectives: Reduced-Form Evidence and Structural Estimation," Papers 2210.16408, arXiv.org, revised Feb 2025.
    40. Libo Sun & Guodong Lyu & Yugang Yu & Chung‐Piaw Teo, 2020. "Fulfillment by Amazon versus fulfillment by seller: An interpretable risk‐adjusted fulfillment model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(8), pages 627-645, December.
    41. Haifeng Li & Mo Hai & Wenxun Tang, 2022. "Prior Knowledge-Based Causal Inference Algorithms and Their Applications for China COVID-19 Analysis," Mathematics, MDPI, vol. 10(19), pages 1-20, September.
    42. Sam Asher & Denis Nekipelov & Paul Novosad & Stephen P. Ryan, 2016. "Classification Trees for Heterogeneous Moment-Based Models," NBER Working Papers 22976, National Bureau of Economic Research, Inc.

  65. Susan Athey & Guido Imbens, 2015. "Recursive Partitioning for Heterogeneous Causal Effects," Papers 1504.01132, arXiv.org, revised Dec 2015.

    Cited by:

    1. Chakraborty, Chiranjit & Joseph, Andreas, 2017. "Machine learning at central banks," Bank of England working papers 674, Bank of England.
    2. Vikas Ramachandra, 2018. "Causal Inference for Survival Analysis," Papers 1803.08218, arXiv.org.
    3. Vikas Ramachandra, 2018. "Deep Learning for Causal Inference," Papers 1803.00149, arXiv.org.
    4. Nils Droste & Claudia Becker & Irene Ring & Rui Santos, 2018. "Decentralization Effects in Ecological Fiscal Transfers: A Bayesian Structural Time Series Analysis for Portugal," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(4), pages 1027-1051, December.
    5. Daniel Runfola & Ariel BenYishay & Jeffery Tanner & Graeme Buchanan & Jyoteshwar Nagol & Matthias Leu & Seth Goodman & Rachel Trichler & Robert Marty, 2017. "A Top-Down Approach to Estimating Spatially Heterogeneous Impacts of Development Aid on Vegetative Carbon Sequestration," Sustainability, MDPI, vol. 9(3), pages 1-9, March.
    6. Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.

  66. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.

    Cited by:

    1. Victor Chernozhukov & Ivan Fernandez-Val & Martin Weidner, 2020. "Network and Panel Quantile Effects Via Distribution Regression," CeMMAP working papers CWP27/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Dehejia, Rajeev & Pop-Eleches, Cristian & Samii, Cyrus, 2015. "From Local to Global: External Validity in a Fertility Natural Experiment," IZA Discussion Papers 9300, Institute of Labor Economics (IZA).
    3. Olympia Bover & Jose Maria Casado & Sonia Costa & Philip Du Caju & Yvonne McCarthy & Eva Sierminska & Panagiota Tzamourani & Ernesto Villanueva & Tibor Zavadil, 2016. "The Distribution of Debt across Euro-Area Countries: The Role of Individual Characteristics, Institutions, and Credit Conditions," International Journal of Central Banking, International Journal of Central Banking, vol. 12(2), pages 71-128, June.
    4. Ding Peng & Li Xinran & Miratrix Luke W., 2017. "Bridging Finite and Super Population Causal Inference," Journal of Causal Inference, De Gruyter, vol. 5(2), pages 1-8, September.
    5. Bharat Chandar & Ali Hortacsu & John List & Ian Muir & Jeffrey Wooldridge, 2019. "Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings," Natural Field Experiments 00681, The Field Experiments Website.
    6. Almond, Douglas & Sun, Yixin, 2017. "Son-biased sex ratios in 2010 US Census and 2011–2013 US natality data," Social Science & Medicine, Elsevier, vol. 176(C), pages 21-24.
    7. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
    8. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
    9. Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
    10. Mechoulan, Stéphane, 2020. "Civil unrest, emergency powers, and spillover effects: A mixed methods analysis of the 2005 French riots," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 305-326.
    11. Bruno Ferman, 2019. "Inference in Difference-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2022.
    12. Hirschauer, Norbert & Grüner, Sven & Mußhoff, Oliver & Becker, Claudia & Jantsch, Antje, 2020. "Can p-values be meaningfully interpreted without random sampling?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14, pages 71-91.
    13. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.
    14. Philip ME Garboden, 2019. "Sources and Types of Big Data for Macroeconomic Forecasting," Working Papers 2019-3, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
    15. Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
    16. Paul Frijters & Benno Torgler & Christian Gillitzer & Jin Cong Wang, 2016. "Housing Wealth Effects: Cross-sectional Evidence from New Vehicle Registrations," The Economic Record, The Economic Society of Australia, vol. 92, pages 30-51, June.
    17. Cai, Hongbin & Chen, Yuyu & Gong, Qing, 2016. "Polluting thy neighbor: Unintended consequences of China׳s pollution reduction mandates," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 86-104.
    18. Benedikt Holtgen & Robert C. Williamson, 2024. "Causal modelling without introducing counterfactuals or abstract distributions," Papers 2407.17385, arXiv.org, revised Aug 2024.
    19. Atila Abdulkadiroğlu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2017. "Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation," Econometrica, Econometric Society, vol. 85, pages 1373-1432, September.
    20. Startz, Richard & Steigerwald, Douglas G., 2024. "The variance of regression coefficients when the population is finite," Journal of Econometrics, Elsevier, vol. 240(1).
    21. Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2014. "Inference for Misspecified Models With Fixed Regressors," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1601-1614, December.
    22. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    23. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    24. Fang Han, 2024. "An Introduction to Permutation Processes (version 0.5)," Papers 2407.09664, arXiv.org.
    25. Peter Ganong & Simon Jäger, 2018. "A Permutation Test for the Regression Kink Design," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 494-504, April.
    26. Jaeger, Simon C & Ganong, Peter Nathan, 2014. "A Permutation Test and Estimation Alternatives for the Regression Kink Design," Scholarly Articles 34222894, Harvard University Department of Economics.
    27. Liu, Xingfei & Wang, Chuhong & Yan, Zizhong & Zhao, Yi, 2022. "Higher Education Expansion and Crime: New Evidence from China," Working Papers 2022-2, University of Alberta, Department of Economics.
    28. Liran Einav & Amy Finkelstein & Neale Mahoney, 2018. "Provider Incentives and Healthcare Costs: Evidence From Long‐Term Care Hospitals," Econometrica, Econometric Society, vol. 86(6), pages 2161-2219, November.

  67. Susan Athey & Emilio Calvano & Joshua Gans, 2013. "The Impact of the Internet on Advertising Markets for News Media," NBER Working Papers 19419, National Bureau of Economic Research, Inc.

    Cited by:

    1. Fabrizio Germano & Larbi Alaoui, 2015. "Time Scarcity and the Market for News," Working Papers 675, Barcelona School of Economics.
    2. Matthew Gentzkow & Jesse M. Shapiro, 2015. "Ideology and Online News," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 169-190, National Bureau of Economic Research, Inc.
    3. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    4. Reisinger, Markus & Ambrus, Attila & Calvano, Emilio, 2013. "Either or Both Competition: A "Two-Sided" Theory of Advertising with Overlapping Viewerships," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79912, Verein für Socialpolitik / German Economic Association.
    5. Jian Pei, 2020. "A Survey on Data Pricing: from Economics to Data Science," Papers 2009.04462, arXiv.org, revised Nov 2020.
    6. Hagiu, Andrei & Jullien, Bruno, 2013. "Search Diversion and Platform Competition," TSE Working Papers 13-431, Toulouse School of Economics (TSE).
    7. Cagé, Julia & Hervé, Nicolas & Viaud, Marie-Luce, 2017. "The Production of Information in an Online World: Is Copy Right?," CEPR Discussion Papers 12066, C.E.P.R. Discussion Papers.
    8. Qihong Liu & Daniel Nedelescu & Ji Gu, 2021. "The impact of strategic agents in two-sided markets," Journal of Economics, Springer, vol. 134(3), pages 195-218, December.
    9. Roberto Burguet & Ramon Caminal & Matthew Ellman, 2013. "In Google we trust?," UFAE and IAE Working Papers 935.13, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC), revised 12 Feb 2014.
    10. Anna D'Annunzio & Antonio Russo, 2015. "Net Neutrality and Internet Fragmentation: The Role of Online Advertising," CESifo Working Paper Series 5467, CESifo.
    11. Emilio Calvano & Bruno Jullien, 2012. "Issues in Online Advertising and Competition Policy: A Two-sided Market Perspective," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 9, Edward Elgar Publishing.
    12. Katz, Raúl L., 2013. "Broadband, digitization and development," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37062, September.
    13. Andre Boik & Shane Greenstein & Jeffrey Prince, 2016. "The Empirical Economics of Online Attention," Working Papers id:11100, eSocialSciences.
    14. Charles Angelucci & Julia Cage, 2019. "Newspapers in Times of Low Advertising Revenues," Post-Print hal-03391880, HAL.
    15. He, Xi & Lopez, Rigoberto & Liu, Yizao, 2015. "Substitution between Online and Offline Advertising: Evidence from the Carbonated Soft Drink Industry," Working Paper series 290109, University of Connecticut, Charles J. Zwick Center for Food and Resource Policy.
    16. Frago Kourandi & Jan Krämer & Tommaso Valletti, 2015. "Net Neutrality, Exclusivity Contracts, and Internet Fragmentation," Information Systems Research, INFORMS, vol. 26(2), pages 320-338, June.
    17. Lesley Chiou & Catherine Tucker, 2017. "Content aggregation by platforms: The case of the news media," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 782-805, December.
    18. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    19. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    20. Bustillo, René, 2013. "The advance of cloud computing," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37068, September.
    21. Simon P. Anderson & Øystein Foros & Hans Jarle Kind, 2018. "Competition for Advertisers and for Viewers in Media Markets," Economic Journal, Royal Economic Society, vol. 128(608), pages 34-54, February.
    22. Chiou, Lesley & Tucker, Catherine, 2013. "Paywalls and the demand for news," Information Economics and Policy, Elsevier, vol. 25(2), pages 61-69.
    23. Doh-Shin Jeon & Nikrooz Nasr Esfahani, 2012. "News Aggregators and Competition Among Newspapers in the Internet," Working Papers 12-20, NET Institute.
    24. Boik, Andre & Greenstein, Shane & Prince, Jeffrey, 2019. "The persistence of broadband user behavior: Implications for universal service and competition policy," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    25. Ambarish Chandra & Ulrich Kaiser, 2014. "Targeted Advertising in Magazine Markets and the Advent of the Internet," Management Science, INFORMS, vol. 60(7), pages 1829-1843, July.
    26. Galperin, Hernán & Katz, Raúl L., 2013. "The demand gap: drivers and public policies," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37060, September.
    27. Viecens, María Fernanda & Galperin, Hernán & Mariscal Avilés, Judith, 2013. "National broadband plans," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37065, September.
    28. Anna D'Annunzio & Antonio Russo, 2013. "Network Neutrality, Access to Content and Online Advertising," DIAG Technical Reports 2013-09, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    29. Hong, Sounman, 2012. "Online news on Twitter: Newspapers’ social media adoption and their online readership," Information Economics and Policy, Elsevier, vol. 24(1), pages 69-74.
    30. Bustillo, René, 2013. "Net neutrality: debate and policies," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37067, September.
    31. UNGUREANU Andrei & POPESCU Doris-Louise, 2022. "Online Advertising - History, Evolution, And Challenges," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 74(3), pages 121-130, October.
    32. Choi, Daewon, 2013. "Broadband and industrial policy: the Korean experience..," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37066, September.
    33. Sung, Nakil & Kim, Jaekyeong, 2020. "Does the internet kill newspapers? The case of South Korea," Telecommunications Policy, Elsevier, vol. 44(4).
    34. Viecens, María Fernanda & Ganuza, Juan José, 2013. "The challenge of over-the-top content and services," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 39734, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    35. Flores-Roux, Ernesto M., 2013. "Mobile broadband: the urgent need for speedier roll-out," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37063, September.
    36. Jordán, Valeria & Rojas, Fernando & Barrantes, Roxana, 2013. "The shifting digital paradigm in Latin America," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 39723, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    37. Jullien, Bruno & Hagiu, Andrei, 2013. "Strategic Search Diversion, Product Affiliation and Platform Competition," CEPR Discussion Papers 9451, C.E.P.R. Discussion Papers.
    38. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    39. Charles Angelucci & Julia Cage, 2019. "Newspapers in Times of Low Advertising Revenues," SciencePo Working papers Main hal-03391880, HAL.
    40. von Ehrlich, Maximilian & Greiner, Tanja, 2013. "The role of online platforms for media markets — Two-dimensional spatial competition in a two-sided market," International Journal of Industrial Organization, Elsevier, vol. 31(6), pages 723-737.
    41. Kerkhof, Anna & Münster, Johannes, 2015. "Quantity restrictions on advertising, commercial media bias, and welfare," Journal of Public Economics, Elsevier, vol. 131(C), pages 124-141.
    42. Colciago, Andrea & Etro, Federico, 2013. "Cloud computing, structural change and job creation in SMEs," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37064, September.
    43. Anja Lambrecht & Kanishka Misra, 2017. "Fee or Free: When Should Firms Charge for Online Content?," Management Science, INFORMS, vol. 63(4), pages 1150-1165, April.
    44. Alexandre de Corniere & Romain De Nijs, 2013. "Online Advertising and Privacy," Economics Series Working Papers 650, University of Oxford, Department of Economics.
    45. León, Omar de, 2013. "Regional and international connectivity," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 37061, September.
    46. Alexandre de Cornière, 2016. "Search Advertising," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 156-188, August.
    47. Sofia Berto Villas-Boas, 2014. "Big Data in Firms and Economic Research," Applied Economics and Finance, Redfame publishing, vol. 1(1), pages 65-70, May.
    48. -, 2013. "Broadband in Latin America: Beyond Connectivity," Libros de la CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 35899 edited by Eclac, September.
    49. Maxime C. Cohen & Antoine Désir & Nitish Korula & Balasubramanian Sivan, 2023. "Best of Both Worlds Ad Contracts: Guaranteed Allocation and Price with Programmatic Efficiency," Management Science, INFORMS, vol. 69(7), pages 4027-4050, July.
    50. Bruno Jullien & Alessandro Pavan, 2014. "Platform Pricing under Dispersed Information," Discussion Papers 1568r, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    51. Anja Lambrecht & Avi Goldfarb & Alessandro Bonatti & Anindya Ghose & Daniel Goldstein & Randall Lewis & Anita Rao & Navdeep Sahni & Song Yao, 2014. "How do firms make money selling digital goods online?," Marketing Letters, Springer, vol. 25(3), pages 331-341, September.
    52. Lesley Chiou & Catherine Tucker, 2011. "How Does Content Aggregation Affect Users' Search for Information?," Working Papers 11-18, NET Institute, revised Oct 2011.
    53. Athey, Susan & Calvano, Emilio & Gans, Joshua S., 2016. "The Impact of Consumer Multi-homing on Advertising Markets and Media Competition," Research Papers 3407, Stanford University, Graduate School of Business.
    54. David S. Evans & Richard Schmalensee, 2013. "The Antitrust Analysis of Multi-Sided Platform Businesses," NBER Working Papers 18783, National Bureau of Economic Research, Inc.

  68. Susan Athey & Scott Stern, 2013. "The Nature and Incidence of Software Piracy: Evidence from Windows," NBER Working Papers 19755, National Bureau of Economic Research, Inc.

    Cited by:

    1. Bradley, Wendy A. & Kolev, Julian, 2023. "How does digital piracy affect innovation? Evidence from software firms," Research Policy, Elsevier, vol. 52(3).
    2. Xinyu Hua & Kathryn E. Spier, 2021. "Settling Lawsuits with Pirates," HKUST CEP Working Papers Series 202104, HKUST Center for Economic Policy.
    3. Milan Miric & Lars Bo Jeppesen, 2020. "Does piracy lead to product abandonment or stimulate new product development?: Evidence from mobile platform‐based developer firms," Strategic Management Journal, Wiley Blackwell, vol. 41(12), pages 2155-2184, December.
    4. Bastiaan Overvest & Bas Straathof, 2015. "What drives cybercrime? Empirical evidence from DDoS attacks," CPB Discussion Paper 306, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Martínez-Sánchez, Francisco, 2020. "Preventing commercial piracy when consumers are loss averse," Information Economics and Policy, Elsevier, vol. 53(C).
    6. Shane Greenstein, 2020. "Digital Infrastructure," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 409-447, National Bureau of Economic Research, Inc.

  69. Susan Athey & Dominic Coey & Jonathan Levin, 2011. "Set-Asides and Subsidies in Auctions," NBER Working Papers 16851, National Bureau of Economic Research, Inc.

    Cited by:

    1. Vivek Bhattacharya & James W. Roberts & Andrew Sweeting, 2013. "Regulating Bidder Participation in Auctions," NBER Working Papers 19352, National Bureau of Economic Research, Inc.
    2. Jose Alcalde & Matthias Dahm, 2020. "Affirmative Action through Endogenous Set-Asides," Discussion Papers 2020-01, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    3. Seres, G. & Pigon, Adam, 2019. "On the Competitive Effects of Screening in Procurement," Discussion Paper 2019-009, Tilburg University, Tilburg Law and Economic Center.
    4. Mojduszka, Eliza M., 2018. "An Analysis of the Forest Service Timber Sale Auctions and of the Effects of the Potential Inclusion of Stewardship Timber Contracts in the Set-Aside Program: a Case Study of the Pacific North-West Re," 2018 Annual Meeting, August 5-7, Washington, D.C. 274294, Agricultural and Applied Economics Association.
    5. Butler, Jeffrey V. & Carbone, Enrica & Conzo, Pierluigi & Spagnolo, Giancarlo, 2020. "Past performance and entry in procurement: An experimental investigation," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 179-195.
    6. Cave, Martin & Nicholls, Rob, 2017. "The use of spectrum auctions to attain multiple objectives: Policy implications," Telecommunications Policy, Elsevier, vol. 41(5), pages 367-378.
    7. Philippe Jehiel & Laurent Lamy, 2020. "On the Benefits of Set-Asides," Journal of the European Economic Association, European Economic Association, vol. 18(4), pages 1655-1696.
    8. Ari Hyytinen & Sofia Lundberg & Otto Toivanen, 2018. "Design of public procurement auctions: Evidence from cleaning contracts," Working Papers of Department of Economics, Leuven 625202, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    9. Iossa, Elisabetta & Decarolis, Francesco & de Rassenfosse, Gaétan & Giuffrida, Leonardo Maria & Mollisi, Vincenzo & Raiteri, Emilio & Spagnolo, Giancarlo, 2019. "Buyers' Role in Innovation Procurement," CEPR Discussion Papers 13777, C.E.P.R. Discussion Papers.
    10. Gugler, Klaus & Weichselbaumer, Michael & Zulehner, Christine, 2015. "Competition in the economic crisis: Analysis of procurement auctions," European Economic Review, Elsevier, vol. 73(C), pages 35-57.
    11. Sweeting, Andrew & Bhattacharya, Vivek, 2015. "Selective entry and auction design," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 189-207.
    12. Olga Chiappinelli & Gyula Seres, 2021. "Optimal Discounts in Green Public Procurement," Discussion Papers of DIW Berlin 1983, DIW Berlin, German Institute for Economic Research.
    13. Rosa, Benjamin, 2022. "Diversity versus Equity in Government Contracting," MPRA Paper 114765, University Library of Munich, Germany.
    14. Michele Fioretti, 2022. "Caring or Pretending to Care? Social Impact, Firms' Objectives, and Welfare (former title: Social Responsibility and Firm's Objectives)," SciencePo Working papers hal-03393065, HAL.
    15. Manzano, Carolina & Vives, Xavier, 2017. "Market Power and Welfare in Asymmetric Divisible Good Auctions," IESE Research Papers D/1162, IESE Business School.
    16. Andrey Tkachenko & Paola Valbonesi & Elena Shadrina & Gegam Shagbazian, 2019. "Efficient design of set-aside auctions for small businesses: an empirical analysis," "Marco Fanno" Working Papers 0240, Dipartimento di Scienze Economiche "Marco Fanno".
    17. Andres Gonzalez-Lira & Michael S. Walker & Rodrigo Carril, 2022. "Competition under Incomplete Contracts and the Design of Procurement Policies," Working Papers 1327, Barcelona School of Economics.
    18. Daniel Garrett & Andrey Ordin & James W Roberts & Juan Carlos Suárez Serrato, 2023. "Tax Advantages and Imperfect Competition in Auctions for Municipal Bonds," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(2), pages 815-851.
    19. Bernhardt, Dan & Liu, Tingjun & Sogo, Takeharu, 2020. "Costly auction entry, royalty payments, and the optimality of asymmetric designs," Journal of Economic Theory, Elsevier, vol. 188(C).
    20. Rosa, Benjamin, 2019. "Bid Credits in Simultaneous Ascending Auctions," MPRA Paper 96895, University Library of Munich, Germany.
    21. Matilde Cappelletti & Leonardo M. Giuffrida, 2024. "Targeted Bidders in Government Tenders," CESifo Working Paper Series 11142, CESifo.
    22. Sandro Cabral, 2017. "Reconciling Conflicting Policy Objectives in Public Contracting: The Enabling Role of Capabilities," Journal of Management Studies, Wiley Blackwell, vol. 54(6), pages 823-853, September.
    23. José Alcalde & Matthias Dahm, "undated". "Supplier Diversity before the Time of Cholera," Discussion Papers in Economics 20/07, Division of Economics, School of Business, University of Leicester.
    24. Klenio Barbosa & Pierre C. Boyer, 2012. "Discrimination in Dynamic Procurement Design with Learning-by-doing," CESifo Working Paper Series 3947, CESifo.
    25. James W. Roberts & Andrew Sweeting, 2013. "When Should Sellers Use Auctions?," American Economic Review, American Economic Association, vol. 103(5), pages 1830-1861, August.
    26. Luis Andres Marentes & Sergio Cabrales & Tilman Wolf & Anna Nagurney & Yezid Donoso, 2021. "A bandwidth auction mechanism to enable affordable internet access," Netnomics, Springer, vol. 22(2), pages 283-316, December.
    27. Nicola Branzoli & Francesco Decarolis, 2015. "Entry and Subcontracting in Public Procurement Auctions," Management Science, INFORMS, vol. 61(12), pages 2945-2962, December.
    28. Benjamin V. Rosa, 2019. "Resident Bid Preference, Affiliation, and Procurement Competition: Evidence from New Mexico," Journal of Industrial Economics, Wiley Blackwell, vol. 67(2), pages 161-208, June.
    29. Gary Madden & Hiroaki Suenaga, 2017. "The determinants of price in 3G spectrum auctions," Applied Economics, Taylor & Francis Journals, vol. 49(32), pages 3129-3140, July.
    30. Kirkegaard, René, 2013. "Handicaps in incomplete information all-pay auctions with a diverse set of bidders," European Economic Review, Elsevier, vol. 64(C), pages 98-110.
    31. Francesco Decarolis & Leonardo M Giuffrida & Elisabetta Iossa & Vincenzo Mollisi & Giancarlo Spagnolo, 2020. "Bureaucratic Competence and Procurement Outcomes [“Politics and Economics in Weak and Strong States]," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 36(3), pages 537-597.
    32. Brown, David, 2014. "The Effect of Subsidized Entry on Capacity Auctions and the Long-Run Resource Adequacy of Electricity Markets," Working Papers 2014-7, University of Alberta, Department of Economics.
    33. Subhasish M. Chowdhury & Patricia Esteve-Gonzalez & Anwesha Mukherjee, 2020. "Heterogeneity, Leveling the Playing Field, and Affirmative Action in Contests," Munich Papers in Political Economy 06, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    34. Jehiel, Philippe & Lamy, Laurent, 2014. "On discrimination in procurement auctions," CEPR Discussion Papers 9790, C.E.P.R. Discussion Papers.
    35. Paulo R. C. Reis & Sandro Cabral, 2015. "Public procurement strategy: the impacts of a preference programme for small and micro businesses," Public Money & Management, Taylor & Francis Journals, vol. 35(2), pages 103-110, March.
    36. James W. Roberts & Andrew Sweeting, 2016. "Bailouts and the Preservation of Competition: The Case of the Federal Timber Contract Payment Modification Act," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 257-288, August.
    37. Dominic Coey & Bradley Larsen & Kane Sweeney, 2019. "The bidder exclusion effect," RAND Journal of Economics, RAND Corporation, vol. 50(1), pages 93-120, March.
    38. Che, Yeon-Koo & Gale, Ian & Kim, Jinwoo, 2013. "Efficient assignment mechanisms for liquidity-constrained agents," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 659-665.
    39. Jayeeta Bhattacharya & Nathalie Gimenes & Emmanuel Guerre, 2019. "Semiparametric Quantile Models for Ascending Auctions with Asymmetric Bidders," Papers 1911.13063, arXiv.org, revised Sep 2020.
    40. Hitoshi Matsushima, 2021. "Auctions with Ethical Concerns," CARF F-Series CARF-F-515, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    41. Georgia Kosmopoulou & Carlos Lamarche & Xueqi Zhou, 2016. "Price Adjustment Policies And Firm Size," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 895-906, April.
    42. Serafin J. Grundl & Yu Zhu, 2015. "Identification and Estimation of Risk Aversion in First Price Auctions With Unobserved Auction Heterogeneity," Finance and Economics Discussion Series 2015-89, Board of Governors of the Federal Reserve System (U.S.).
    43. Prokopovych, Pavlo & Yannelis, Nicholas C., 2019. "On monotone approximate and exact equilibria of an asymmetric first-price auction with affiliated private information," Journal of Economic Theory, Elsevier, vol. 184(C).
    44. Jun Nakabayashi, 2009. "Small Business Set-asides in Procurement Auctions: An Empirical Analysis," Tsukuba Economics Working Papers 2009-005, Faculty of Humanities and Social Sciences, University of Tsukuba, revised Nov 2009.
    45. Doran, Colin & Stratmann, Thomas, 2021. "How does liability affect prices? Railroad sparks and timber," International Review of Law and Economics, Elsevier, vol. 66(C).
    46. Luis Andres Marentes & Sergio Cabrales & Tilman Wolf & Anna Nagurney & Yezid Donoso, 2022. "A bandwidth auction mechanism to enable affordable internet access," Netnomics, Springer, vol. 22(2), pages 283-316, October.
    47. Rahul Deb & Mallesh Pai, 2013. "Symmetric Auctions," Working Papers tecipa-486, University of Toronto, Department of Economics.
    48. Joachim R. Groeger, 2014. "A Study Of Participation In Dynamic Auctions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(4), pages 1129-1154, November.
    49. Rosa, Benjamin, 2016. "Subcontracting Requirements and the Cost of Government Procurement," MPRA Paper 77392, University Library of Munich, Germany.
    50. Cappelletti, Matilde & Giuffrida, Leonardo M., 2022. "Targeted bidders in government tenders," ZEW Discussion Papers 22-030, ZEW - Leibniz Centre for European Economic Research.
    51. Alcalde, José & Dahm, Matthias, 2024. "On the trade-off between supplier diversity and cost-effective procurement," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 63-90.
    52. Wanchang Zhang, 2022. "Auctioning Multiple Goods without Priors," Papers 2204.13726, arXiv.org.
    53. Ni Yan & WenTing Tao, 2023. "Set-Asides in USDA Food Procurement Auctions," Papers 2302.05772, arXiv.org.
    54. Kirkegaard, René, 2022. "Efficiency in asymmetric auctions with endogenous reserve prices," Games and Economic Behavior, Elsevier, vol. 132(C), pages 234-239.
    55. Kotowski, Maciej H., 2018. "On asymmetric reserve prices," Theoretical Economics, Econometric Society, vol. 13(1), January.
    56. Hoekman, Bernard & Onur Taş, Bedri Kamil, 2024. "Discretion and public procurement outcomes in Europe," European Journal of Political Economy, Elsevier, vol. 82(C).
    57. Wu, Shuping & Yang, Zan, 2020. "Informal government preferences and asymmetric land allocation in China," Land Use Policy, Elsevier, vol. 99(C).
    58. Tkachenko, Andrey, 2022. "State-business relations and access to external financing," BOFIT Discussion Papers 10/2022, Bank of Finland Institute for Emerging Economies (BOFIT).

  70. Susan Athey & Glenn Ellison & Susan C. Athey, 2010. "Dynamics of Open Source Movements," CESifo Working Paper Series 3215, CESifo.

    Cited by:

    1. Suhada, Thontowi A. & Ford, Jerad A. & Verreynne, Martie-Louise & Indulska, Marta, 2021. "Motivating individuals to contribute to firms’ non-pecuniary open innovation goals," Technovation, Elsevier, vol. 102(C).
    2. Bottai, Carlo, 2015. "Open Innovation in a Model à la Hotelling," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201526, University of Turin.
    3. Michael Schwarz & Yuri Takhteyev, 2009. "Half a Century of Public Software Institutions: Open Source as a Solution to Hold-Up Problem," NBER Working Papers 14946, National Bureau of Economic Research, Inc.
    4. Gastón Llanes, 2019. "Competitive strategy for open and user innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(2), pages 280-297, April.
    5. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    6. Johannes Loh & Tobias Kretschmer, 2023. "Online communities on competing platforms: Evidence from game wikis," Strategic Management Journal, Wiley Blackwell, vol. 44(2), pages 441-476, February.
    7. Gastón Llanes & Ramiro de Elejalde, 2009. "Industry Equilibrium with Open Source and Proprietary Firms," Harvard Business School Working Papers 09-149, Harvard Business School.
    8. Fershtman, Chaim & Gandal, Neil, 2011. "A Brief Survey of the Economics of Open Source Software," CEPR Discussion Papers 8434, C.E.P.R. Discussion Papers.
    9. Jeongmeen Suh & Murat Yılmaz, 2019. "Economics of Open Source Technology: A Dynamic Approach," Dynamic Games and Applications, Springer, vol. 9(1), pages 254-280, March.
    10. Frank Nagle, 2018. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods," Organization Science, INFORMS, vol. 29(4), pages 569-587, August.
    11. Bruno S. Frey & Roger Lüthi & Margit Osterloh, 2011. "Community Enterprises - An Institutional Innovation," CESifo Working Paper Series 3428, CESifo.
    12. Terrence August & Wei Chen & Kevin Zhu, 2021. "Competition Among Proprietary and Open-Source Software Firms: The Role of Licensing in Strategic Contribution," Management Science, INFORMS, vol. 67(5), pages 3041-3066, May.
    13. Fursov, Konstantin & Linton, Jonathan, 2022. "Social innovation: Integrating product and user innovation," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    14. Abhishek Nagaraj, 2021. "Information Seeding and Knowledge Production in Online Communities: Evidence from OpenStreetMap," Management Science, INFORMS, vol. 67(8), pages 4908-4934, August.
    15. Murat Yılmaz, 2022. "Coexistence of proprietary and open‐source firms under product differentiation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 4153-4166, December.
    16. Chowdhury Mohammad Sakib Anwar & Konstantinos Georgalos, 2024. "Position uncertainty in a sequential public goods game: an experiment," Experimental Economics, Springer;Economic Science Association, vol. 27(4), pages 820-853, September.
    17. Jürgen Bitzer & Ingo Geishecker & Philipp J. H. Schröder, 2017. "Is there a wage premium for volunteer OSS engagement? – signalling, learning and noise," Applied Economics, Taylor & Francis Journals, vol. 49(14), pages 1379-1394, March.
    18. Chenhui (Julian) Guo & Tae Hun Kim & Anjana Susarla & Vallabh Sambamurthy, 2020. "Understanding Content Contribution Behavior in a Geosegmented Mobile Virtual Community: The Context of Waze," Information Systems Research, INFORMS, vol. 31(4), pages 1398-1420, December.
    19. Chen, Xiaomeng & Forman, Christopher & Kummer, Michael E., 2021. "Chat more and contribute better: An empirical study of a knowledge-sharing community," ZEW Discussion Papers 21-061, ZEW - Leibniz Centre for European Economic Research.
    20. Ding, Rong & Ko, Chiu Yu & Shen, Bo, 2022. "Partial compatibility in two-sided markets: Equilibrium and welfare analysis," Economic Modelling, Elsevier, vol. 116(C).
    21. Chowdhury Mohammad Sakib Anwar & Konstantinos Georgalos, 2023. "Position Uncertainty in a Sequential Public Goods Game: An Experiment," Papers 2308.00179, arXiv.org, revised Apr 2024.
    22. Vidya Atal & Kameshwari Shankar, 2014. "Open Source Software: Competition with A Public Good," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 42(3), pages 333-345, September.
    23. Sacks, Michael, 2021. "Incentives for the over-provision of public goods," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 197-213.

  71. Susan Athey & Jonathan Levin & Enrique Seira, 2008. "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," NBER Working Papers 14590, National Bureau of Economic Research, Inc.

    Cited by:

    1. Matthew Gentry & Tong Li, 2012. "Identification in auctions with selective entry," CeMMAP working papers CWP38/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Victor Aguirregabiria & Margaret Slade, 2017. "Empirical models of firms and industries," Canadian Journal of Economics, Canadian Economics Association, vol. 50(5), pages 1445-1488, December.
    3. Laurent Lamy, 2007. "The Econometrics of Auctions with Asymmetric Anonymous Bidders," Working Papers 2007-24, Center for Research in Economics and Statistics.
    4. Vivek Bhattacharya & James W. Roberts & Andrew Sweeting, 2013. "Regulating Bidder Participation in Auctions," NBER Working Papers 19352, National Bureau of Economic Research, Inc.
    5. Gentry, Matthew & Komarova, Tatiana & Schiraldi, Pasquale & Shin, Wiroy, 2019. "On monotone strategy equilibria in simultaneous auctions for complementary goods," Journal of Mathematical Economics, Elsevier, vol. 85(C), pages 109-128.
    6. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Cowles Foundation Discussion Papers 1562, Cowles Foundation for Research in Economics, Yale University.
    7. Weichselbaumer, Michael, 2024. "Competition after mergers near review thresholds," International Journal of Industrial Organization, Elsevier, vol. 94(C).
    8. Marmer, Vadim & Shneyerov, Artyom & Xu, Pai, 2013. "What model for entry in first-price auctions? A nonparametric approach," Journal of Econometrics, Elsevier, vol. 176(1), pages 46-58.
    9. Mojduszka, Eliza M., 2018. "An Analysis of the Forest Service Timber Sale Auctions and of the Effects of the Potential Inclusion of Stewardship Timber Contracts in the Set-Aside Program: a Case Study of the Pacific North-West Re," 2018 Annual Meeting, August 5-7, Washington, D.C. 274294, Agricultural and Applied Economics Association.
    10. Hanming Fang & Xun Tang, 2013. "Inference of Bidders' Risk Attitudes in Ascending Auctions with Endogenous Entry," NBER Working Papers 19435, National Bureau of Economic Research, Inc.
    11. Stefan Seifert & Silke Hüttel, 2023. "Is there a risk of a winner’s curse in farmland auctions?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(3), pages 1140-1177.
    12. Donna, Javier & Espin-Sanchez, Jose, 2014. "Complements and Substitutes in Sequential Auctions: The Case of Water Auctions," MPRA Paper 55079, University Library of Munich, Germany.
    13. Wang, Hong, 2017. "Information acquisition versus information manipulation in multi-period procurement markets," Information Economics and Policy, Elsevier, vol. 40(C), pages 48-59.
    14. Giovanni Compiani & Philip Haile & Marcelo Sant’Anna, 2020. "Common Values, Unobserved Heterogeneity, and Endogenous Entry in US Offshore Oil Lease Auctions," Journal of Political Economy, University of Chicago Press, vol. 128(10), pages 3872-3912.
    15. Jihui Chen & Maochao Xu, 2015. "Asymmetry and revenue in second-price auctions: a majorization approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 39(3), pages 625-640, July.
    16. Rafael Lalive & Armin Schmutzler, 2011. "Auctions vs negotiations in public procurement: which works better?," ECON - Working Papers 023, Department of Economics - University of Zurich.
    17. Philippe Jehiel & Laurent Lamy, 2020. "On the Benefits of Set-Asides," Journal of the European Economic Association, European Economic Association, vol. 18(4), pages 1655-1696.
    18. Matthew Gentry & Tong Li & Jingfeng Lu, 2015. "Identification and estimation in first-price auctions with risk-averse bidders and selective entry," CeMMAP working papers 16/15, Institute for Fiscal Studies.
    19. Li, Tong & Zheng, Xiaoyong, 2012. "Information acquisition and/or bid preparation: A structural analysis of entry and bidding in timber sale auctions," Journal of Econometrics, Elsevier, vol. 168(1), pages 29-46.
    20. Yili Hong & Chong (Alex) Wang & Paul A. Pavlou, 2016. "Comparing Open and Sealed Bid Auctions: Evidence from Online Labor Markets," Information Systems Research, INFORMS, vol. 27(1), pages 49-69, March.
    21. Mehmet Ali Soytaş & Damla Durak Uşar, 2017. "Role of Strategic Interactions in Corporate Sustainability Decisions: An Empirical Investigation," Ekonomi-tek - International Economics Journal, Turkish Economic Association, vol. 6(1), pages 17-46, January.
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    6. Garrett, Daniel F., 2023. "Ready to trade? On budget-balanced efficient trade with uncertain arrival," Games and Economic Behavior, Elsevier, vol. 138(C), pages 161-170.
    7. Aristotelis Boukouras & Kostas Koufopoulos, 2015. "Efficient Allocations in Economies with Asymmetric Information when the Realized Frequency of Types is Common Knowledge," Discussion Papers in Economics 15/04, Division of Economics, School of Business, University of Leicester.
    8. Thomas D. Jeitschko & Pallavi Pal, 2022. "Curbing Price Fluctuations in Cap-and-Trade Auctions," CESifo Working Paper Series 9978, CESifo.
    9. Krähmer, Daniel & Strausz, Roland, 2010. "Optimal Procurement Contracts with Pre–Project Planning," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 303, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    10. Rahul Deb & Maher Said, 2013. "Dynamic Screening with Limited Commitment," Working Papers tecipa-485, University of Toronto, Department of Economics.
    11. Rohit Lamba & Ilia Krasikov, 2017. "A Theory of Dynamic Contracting with Financial Constraints," 2017 Meeting Papers 1544, Society for Economic Dynamics.

  73. Susan Athey & Ilya Segal, 2007. "An Efficient Dynamic Mechanism," Levine's Bibliography 122247000000001134, UCLA Department of Economics.

    Cited by:

    1. Samuel Antill & Darrell Duffie, 2017. "Augmenting Markets with Mechanisms," NBER Working Papers 24146, National Bureau of Economic Research, Inc.
    2. Ilya Segal & Susan Athey, 2007. "Designing Efficient Mechanisms for Dynamic Bilateral Trading Games," American Economic Review, American Economic Association, vol. 97(2), pages 131-136, May.
    3. Hitoshi Matsushima & Shunya Noda, 2019. "Mechanism Design with General Ex-Ante Investments (Revised version of F415 )," CARF F-Series CARF-F-464, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    4. Wang, Cheng, 1995. "Dynamic Insurance with Private Information and Balanced Budgets," Staff General Research Papers Archive 5249, Iowa State University, Department of Economics.
    5. Tao Zhang & Quanyan Zhu, 2020. "Implementability of Honest Multi-Agent Sequential Decision-Making with Dynamic Population," Papers 2003.03173, arXiv.org, revised May 2020.
    6. Hamid Nazerzadeh & Amin Saberi & Rakesh Vohra, 2013. "Dynamic Pay-Per-Action Mechanisms and Applications to Online Advertising," Operations Research, INFORMS, vol. 61(1), pages 98-111, February.
    7. Gershkov, Alex & Moldovanu, Benny, 2012. "Optimal search, learning and implementation," Journal of Economic Theory, Elsevier, vol. 147(3), pages 881-909.
    8. Su, Alice Peng-Ju, 2017. "Information revelation in the Property Right Theory of the firms," International Journal of Industrial Organization, Elsevier, vol. 52(C), pages 133-164.
    9. Aristotelis Boukouras & Kostas Koufopoulos, 2017. "Efficient allocations in economies with asymmetric information when the realized frequency of types is common knowledge," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 64(1), pages 75-98, June.
    10. Dirk Bergemann & Maher Said, 2010. "Dynamic Auctions: A Survey," Levine's Working Paper Archive 661465000000000111, David K. Levine.
    11. Hitoshi Matsushima & Shunya Noda, 2020. "Mechanism Design with Blockchain Enforcement," KIER Working Papers 1027, Kyoto University, Institute of Economic Research.
    12. Kiho Yoon, 2020. "The uniqueness of dynamic Groves mechanisms on restricted domains," Discussion Paper Series 2004, Institute of Economic Research, Korea University.
    13. Sambuddha Ghosh & Yan Long & Manipushpak Mitra, 2021. "Prior-free online mechanisms for queueing with arrivals," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 72(2), pages 671-700, September.
    14. Said, Maher, 2008. "Auctions with Dynamic Populations: Efficiency and Revenue Maximization," MPRA Paper 11456, University Library of Munich, Germany.
    15. Francis Bloch & David Cantala, 2013. "Markovian assignment rules," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01013737, HAL.
    16. Bergemann, Dirk & Pavan, Alessandro, 2015. "Introduction to Symposium on Dynamic Contracts and Mechanism Design," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 679-701.
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    37. Garrett, Daniel F., 2023. "Ready to trade? On budget-balanced efficient trade with uncertain arrival," Games and Economic Behavior, Elsevier, vol. 138(C), pages 161-170.
    38. Guy Aridor & Yishay Mansour & Aleksandrs Slivkins & Zhiwei Steven Wu, 2020. "Competing Bandits: The Perils of Exploration Under Competition," Papers 2007.10144, arXiv.org, revised Oct 2024.
    39. Kiho Yoon, 2015. "On Budget Balance of the Dynamic Pivot Mechanism," Discussion Paper Series 1501, Institute of Economic Research, Korea University.
    40. Tao Zhang & Quanyan Zhu, 2019. "On Incentive Compatibility in Dynamic Mechanism Design With Exit Option in a Markovian Environment," Papers 1909.13720, arXiv.org, revised May 2021.
    41. Babaioff, Moshe & Blumrosen, Liad & Roth, Aaron, 2015. "Auctions with online supply," Games and Economic Behavior, Elsevier, vol. 90(C), pages 227-246.
    42. Stéphane Auray & Thomas Mariotti & Fabien Moizeau, 2008. "Dynamic Regulation of Quality," Cahiers de recherche 08-11, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    43. Juntao Chen & Quanyan Zhu & Tamer Başar, 2021. "Dynamic Contract Design for Systemic Cyber Risk Management of Interdependent Enterprise Networks," Dynamic Games and Applications, Springer, vol. 11(2), pages 294-325, June.
    44. Gorkem Celik, 2015. "Implementation by Gradual Revelation," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 271-296, June.
    45. Aristotelis Boukouras & Kostas Koufopoulos, 2015. "Efficient Allocations in Economies with Asymmetric Information when the Realized Frequency of Types is Common Knowledge," Discussion Papers in Economics 15/04, Division of Economics, School of Business, University of Leicester.
    46. Mark Braverman & Sylvain Chassang, 2020. "Data-Driven Incentive Alignment in Capitation Schemes," Working Papers 2020-60, Princeton University. Economics Department..
    47. Liu, Fang & Gavirneni, Srinagesh, 2018. "Optimal periodic flexible policies for two-stage serial supply chains," European Journal of Operational Research, Elsevier, vol. 268(1), pages 148-160.
    48. Bruno Sultanum, 2014. "Financial fragility and over-the-counter markets," 2014 Papers psu420, Job Market Papers.
    49. Francis Bloch & Nicolas Houy, 2012. "Optimal assignment of durable objects to successive agents," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 51(1), pages 13-33, September.
    50. Chan, Jimmy & Zhang, Wenzhang, 2015. "Collusion enforcement with private information and private monitoring," Journal of Economic Theory, Elsevier, vol. 157(C), pages 188-211.
    51. Jiao, Wen & Yan, Hong & Pang, King-Wah, 2016. "Nonlinear pricing for stochastic container leasing system," Transportation Research Part B: Methodological, Elsevier, vol. 89(C), pages 1-18.
    52. Hitoshi Matsushima & Shunya Noda, 2019. "Mechanism Design with General Ex-Ante Investments," CIRJE F-Series CIRJE-F-1124, CIRJE, Faculty of Economics, University of Tokyo.
    53. Thomas D. Jeitschko & Pallavi Pal, 2022. "Curbing Price Fluctuations in Cap-and-Trade Auctions," CESifo Working Paper Series 9978, CESifo.
    54. Bianchi, Milo & Yamashita, Takuro, 2024. "Optimal Investment in Network Infrastructures," TSE Working Papers 1560, Toulouse School of Economics (TSE).
    55. He, Wei & Li, Jiangtao, 2016. "Efficient dynamic mechanisms with interdependent valuations," Games and Economic Behavior, Elsevier, vol. 97(C), pages 166-173.
    56. Jeitschko, Thomas D. & Withers, John A., 2019. "Dynamic regulation revisited: Signal dampening, experimentation and the ratchet effect," DICE Discussion Papers 318, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    57. Krähmer, Daniel & Strausz, Roland, 2010. "Optimal Procurement Contracts with Pre–Project Planning," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 303, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    58. Sham M. Kakade & Ilan Lobel & Hamid Nazerzadeh, 2013. "Optimal Dynamic Mechanism Design and the Virtual-Pivot Mechanism," Operations Research, INFORMS, vol. 61(4), pages 837-854, August.
    59. Liu, Heng, 2018. "Efficient dynamic mechanisms in environments with interdependent valuations: the role of contingent transfers," Theoretical Economics, Econometric Society, vol. 13(2), May.
    60. Krishnamurthy Iyer & Ramesh Johari & Mukund Sundararajan, 2014. "Mean Field Equilibria of Dynamic Auctions with Learning," Management Science, INFORMS, vol. 60(12), pages 2949-2970, December.
    61. Penta, Antonio, 2015. "Robust dynamic implementation," Journal of Economic Theory, Elsevier, vol. 160(C), pages 280-316.
    62. Daley, Brendan & Schwarz, Michael & Sonin, Konstantin, 2012. "Efficient investment in a dynamic auction environment," Games and Economic Behavior, Elsevier, vol. 75(1), pages 104-119.
    63. Hamid Nazerzadeh & Amin Saberi & Rakesh Vohra, 2007. "Dynamic Cost-Per-Action Mechanisms and Applications to Online Advertising," Discussion Papers 1450, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    64. Olga Gorelkina, 2014. "Delayed Verification Mechanism for Dynamic Implementation," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2014_11, Max Planck Institute for Research on Collective Goods.
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    75. Morimitsu Kurino, 2014. "House Allocation with Overlapping Generations," American Economic Journal: Microeconomics, American Economic Association, vol. 6(1), pages 258-289, February.
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    77. Alex Gershkov & Benny Moldovanu & Philipp Strack, 2018. "Revenue-Maximizing Mechanisms with Strategic Customers and Unknown, Markovian Demand," Management Science, INFORMS, vol. 64(5), pages 2031-2046, May.
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  74. Susan Athey & Glenn Ellison, 2007. "Position Auctions with Consumer Search," Levine's Bibliography 122247000000001633, UCLA Department of Economics.

    Cited by:

    1. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.
    2. Alexander Teytelboym & Shengwu Li & Scott Duke Kominers & Mohammad Akbarpour & Piotr Dworczak, 2021. "Discovering Auctions: Contributions of Paul Milgrom and Robert Wilson," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(3), pages 709-750, July.
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    5. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
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    7. Emanuele Tarantino, 2012. "A Note on Vertical Search Engines’ Foreclosure," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 8, Edward Elgar Publishing.
    8. Chen, Yongmin, 2020. "Improving market performance in the digital economy," China Economic Review, Elsevier, vol. 62(C).
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    10. Zhou, Jidong, 2009. "Ordered Search in Differentiated Markets," MPRA Paper 13397, University Library of Munich, Germany.
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    12. Lianos, I. & Motchenkova, E., 2012. "Market dominance and quality of search results in the search engine market," Discussion Paper 2012-036, Tilburg University, Tilburg Law and Economic Center.
    13. Kinshuk Jerath & Liye Ma & Young-Hoon Park & Kannan Srinivasan, 2011. "A "Position Paradox" in Sponsored Search Auctions," Marketing Science, INFORMS, vol. 30(4), pages 612-627, July.
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    32. Taylor, Greg, 2011. "The informativeness of on-line advertising," International Journal of Industrial Organization, Elsevier, vol. 29(6), pages 668-677.
    33. White, Alexander, 2013. "Search engines: Left side quality versus right side profits," International Journal of Industrial Organization, Elsevier, vol. 31(6), pages 690-701.
    34. Alderighi, Marco & Nicolini, Marcella, 2022. "Strategic information disclosure in vertical markets," International Journal of Industrial Organization, Elsevier, vol. 85(C).
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    36. Prüfer, Jens & Schottmuller, C., 2017. "Competing with Big Data," Other publications TiSEM b09cad5c-e6eb-4fe7-9184-f, Tilburg University, School of Economics and Management.
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    38. Alexandre de Corniere, 2013. "Search Advertising," Economics Series Working Papers 649, University of Oxford, Department of Economics.
    39. Ron Berman & Zsolt Katona, 2013. "The Role of Search Engine Optimization in Search Marketing," Marketing Science, INFORMS, vol. 32(4), pages 644-651, July.
    40. Patrick Hummel, 2018. "Hybrid mechanisms for Vickrey–Clarke–Groves and generalized second-price bids," International Journal of Game Theory, Springer;Game Theory Society, vol. 47(1), pages 331-350, March.
    41. Parakhonyak, Alexei & Titova, Maria, 2018. "Shopping malls, platforms and consumer search," International Journal of Industrial Organization, Elsevier, vol. 58(C), pages 183-213.
    42. Pantelis P. Analytis & Francesco Cerigioni & Alexandros Gelastopoulos & Hrvoje Stojic, 2022. "Sequential choice and selfreinforcing rankings," Economics Working Papers 1819, Department of Economics and Business, Universitat Pompeu Fabra.
    43. Casner, Ben, 2020. "Seller curation in platforms," International Journal of Industrial Organization, Elsevier, vol. 72(C).
    44. T. Tony Ke & Jiwoong Shin & Jungju Yu, 2023. "A Model of Product Portfolio Design: Guiding Consumer Search Through Brand Positioning," Marketing Science, INFORMS, vol. 42(6), pages 1101-1124, November.
    45. Tom Blake & Chris Nosko & Steven Tadelis, 2014. "Consumer Heterogeneity and Paid Search Effectiveness: A Large Scale Field Experiment," NBER Working Papers 20171, National Bureau of Economic Research, Inc.
    46. Hana Choi & Carl F. Mela, 2019. "Monetizing Online Marketplaces," Marketing Science, INFORMS, vol. 38(6), pages 948-972, November.
    47. Amin Sayedi & Kinshuk Jerath & Kannan Srinivasan, 2014. "Competitive Poaching in Sponsored Search Advertising and Its Strategic Impact on Traditional Advertising," Marketing Science, INFORMS, vol. 33(4), pages 586-608, July.
    48. Alexandros Gelastopoulos & Pantelis P. Analytis & Francesco Cerigioni & Hrvoje Stojic, 2022. "Sequential Choice and Self-Reinforcing Rankings," Working Papers 1318, Barcelona School of Economics.
    49. Yoon Kiho, 2010. "Optimal Quality Scores in Sponsored Search Auctions: Full Extraction of Advertisers' Surplus," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 10(1), pages 1-11, July.
    50. Hitoshi Matsushima, 2012. "Optimal Multiunit Exchange Design," CIRJE F-Series CIRJE-F-853, CIRJE, Faculty of Economics, University of Tokyo.
    51. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    52. Yangguang Huang, 2021. "Search Algorithm and Sales on Online Platforms: Evidence from Food Delivery Platforms," HKUST CEP Working Papers Series 202101, HKUST Center for Economic Policy.
    53. Raluca M. Ursu & Daria Dzyabura, 2020. "Retailers’ product location problem with consumer search," Quantitative Marketing and Economics (QME), Springer, vol. 18(2), pages 125-154, June.
    54. Alexandre de Cornière, 2009. "Targeted advertising with consumer search: an economic analysis of keywords advertising," Working Papers halshs-00575074, HAL.
    55. Todd R. Kaplan & Shmuel Zamir, 2014. "Advances in Auctions," Discussion Paper Series dp662, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    56. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    57. Xiang Hui & Meng Liu & Raphael Thomadsen, 2022. "Quality Certificates Alleviate Consumer Aversion to Sponsored Search Advertising," CESifo Working Paper Series 9886, CESifo.
    58. Kenneth C. Wilbur & Linli Xu & David Kempe, 2013. "Correcting Audience Externalities in Television Advertising," Marketing Science, INFORMS, vol. 32(6), pages 892-912, November.
    59. Yongmin Chen, 2024. "Search and Competition Under Product Quality Uncertainty," Journal of Industrial Economics, Wiley Blackwell, vol. 72(2), pages 633-661, June.
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    61. Gomes, Renato & Sweeney, Kane, 2014. "Bayes–Nash equilibria of the generalized second-price auction," Games and Economic Behavior, Elsevier, vol. 86(C), pages 421-437.
    62. Hitoshi Matsushima, 2012. "Optimal Multiunit Exchange Design with Single-Dimensionality," CARF F-Series CARF-F-292, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo, revised Sep 2012.
    63. Jan Krämer, & Daniel Schnurr,, 2018. "Is there a need for platform neutrality regulation in the EU?," Telecommunications Policy, Elsevier, vol. 42(7), pages 514-529.
    64. Xiangyu Gao & Stefanus Jasin & Sajjad Najafi & Huanan Zhang, 2022. "Joint Learning and Optimization for Multi-Product Pricing (and Ranking) Under a General Cascade Click Model," Management Science, INFORMS, vol. 68(10), pages 7362-7382, October.
    65. Mark Armstrong & John Vickers & Jidong Zhou, 2009. "Prominence and consumer search," RAND Journal of Economics, RAND Corporation, vol. 40(2), pages 209-233, June.
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    67. Anja Lambrecht & Catherine Tucker & Caroline Wiertz, 2018. "Advertising to Early Trend Propagators: Evidence from Twitter," Marketing Science, INFORMS, vol. 37(2), pages 177-199, March.
    68. Fei Long & Wilfred Amaldoss, 2024. "Self-Preferencing in E-Commerce Marketplaces: The Role of Sponsored Advertising and Private Labels," Marketing Science, INFORMS, vol. 43(5), pages 925-952, September.
    69. Vaiva Petrikaite & Roberto Burguet, 2017. "Targeted Advertising and Costly Consumer Search," Working Papers 971, Barcelona School of Economics.
    70. Sridhar Narayanan & Kirthi Kalyanam, 2015. "Position Effects in Search Advertising and their Moderators: A Regression Discontinuity Approach," Marketing Science, INFORMS, vol. 34(3), pages 388-407, May.
    71. Murali Agastya & Oleksii Birulin, 2023. "Optimal Task Scheduling under Adverse Selection and Hidden Actions," American Economic Journal: Microeconomics, American Economic Association, vol. 15(2), pages 660-698, May.
    72. Sanxi Li & Jun Yu & Mingsheng Zhang, 2024. "Search Prominence with Costly Product Returns," Papers 2410.06791, arXiv.org.
    73. Santiago R. Balseiro & Antoine Désir, 2023. "Incentive-Compatible Assortment Optimization for Sponsored Products," Management Science, INFORMS, vol. 69(8), pages 4668-4684, August.
    74. Michael Arnold & Eric Darmon & Thierry Penard, 2012. "To Sponsor or not to Sponsor: Sponsored Search Auctions with Organic Links," Working Papers 12-04, University of Delaware, Department of Economics.
    75. Park, Chang Hee & Agarwal, Manoj K., 2018. "The order effect of advertisers on consumer search behavior in sponsored search markets," Journal of Business Research, Elsevier, vol. 84(C), pages 24-33.
    76. Wilfred Amaldoss & Kinshuk Jerath & Amin Sayedi, 2016. "Keyword Management Costs and “Broad Match” in Sponsored Search Advertising," Marketing Science, INFORMS, vol. 35(2), pages 259-274, March.
    77. Yi Zhu & Kenneth C. Wilbur, 2008. "Strategic Bidding in Hybrid CPC/CPM Auctions," Working Papers 08-25, NET Institute, revised Oct 2008.
    78. Li, Sanxi & Sun, Hailin & Yu, Jun, 2023. "Competitive targeted online advertising," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    79. Berman, Ron & Katona, Zsolt, 2010. "The Role of Search Engine Optimization in Search Rankings," MPRA Paper 20129, University Library of Munich, Germany.
    80. Raluca M. Ursu, 2018. "The Power of Rankings: Quantifying the Effect of Rankings on Online Consumer Search and Purchase Decisions," Marketing Science, INFORMS, vol. 37(4), pages 530-552, August.
    81. Erdmann, Anett & Arilla, Ramón & Ponzoa, José M., 2022. "Search engine optimization: The long-term strategy of keyword choice," Journal of Business Research, Elsevier, vol. 144(C), pages 650-662.
    82. Daniel Fershtman & Alessandro Pavan, 2022. "Matching auctions," RAND Journal of Economics, RAND Corporation, vol. 53(1), pages 32-62, March.
    83. Moraga-González, José-Luis & Haan, Marco & Petrikaite, Vaiva, 2017. "A Model of Directed Consumer Search," CEPR Discussion Papers 11955, C.E.P.R. Discussion Papers.
    84. Archishman Chakraborty & Rick Harbaugh, 2014. "Persuasive Puffery," Marketing Science, INFORMS, vol. 33(3), pages 382-400, May.
      • Archishman Chakraborty & Rick Harbaugh, 2012. "Persuasive Puffery," Working Papers 2012-05, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    85. Chen Jin & Luyi Yang & Kartik Hosanagar, 2023. "To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders," Information Systems Research, INFORMS, vol. 34(2), pages 532-552, June.
    86. Thompson, David R.M. & Leyton-Brown, Kevin, 2017. "Computational analysis of perfect-information position auctions," Games and Economic Behavior, Elsevier, vol. 102(C), pages 583-623.
    87. García-Gallego Aurora & Georgantzís Nikolaos & Pereira Pedro & Pernías-Cerrillo José C., 2016. "Bias and Size Effects of Price-Comparison Platforms: Theory and Experimental Evidence," Review of Network Economics, De Gruyter, vol. 15(1), pages 1-34, March.
    88. Borgers, Tilman & Cox, Ingemar & Pesendorfer, Martin & Petricek, Vaclav, 2013. "Equilibrium bids in sponsored search auctions: theory and evidence," LSE Research Online Documents on Economics 46841, London School of Economics and Political Science, LSE Library.
    89. Fei Long & Yunchuan Liu, 2024. "Platform Manipulation in Online Retail Marketplace with Sponsored Advertising," Marketing Science, INFORMS, vol. 43(2), pages 317-345, March.
    90. Huang, Yangguang & Xie, Yu, 2023. "Search algorithm, repetitive information, and sales on online platforms," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    91. Tang, Maogang & Liu, Yinlin & Hu, Fengxia & Wu, Baijun, 2023. "Effect of digital transformation on enterprises' green innovation: Empirical evidence from listed companies in China," Energy Economics, Elsevier, vol. 128(C).
    92. Pollock, Rufus, 2008. "Is Google the next Microsoft? Competition, Welfare and Regulation in Internet Search," MPRA Paper 8885, University Library of Munich, Germany.
    93. Harris, Mark N. & Novarese, Marco & Wilson, Chris M., 2022. "Being in the right place: A natural field experiment on the causes of position effects in individual choice," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 24-40.
    94. Giovanni Compiani & Gregory Lewis & Sida Peng & Peichun Wang, 2024. "Online Search and Optimal Product Rankings: An Empirical Framework," Marketing Science, INFORMS, vol. 43(3), pages 615-636, May.
    95. Joseph Golden & John Joseph Horton, 2021. "The Effects of Search Advertising on Competitors: An Experiment Before a Merger," Management Science, INFORMS, vol. 67(1), pages 342-362, January.
    96. Leon Yang Chu & Hamid Nazerzadeh & Heng Zhang, 2020. "Position Ranking and Auctions for Online Marketplaces," Management Science, INFORMS, vol. 66(8), pages 3617-3634, August.
    97. Martin Obradovits & Philipp Plaickner, 2020. "Price-Directed Search and Collusion," Working Papers 2020-24, Faculty of Economics and Statistics, Universität Innsbruck.
    98. Preyas S. Desai & Woochoel Shin & Richard Staelin, 2014. "The Company That You Keep: When to Buy a Competitor's Keyword," Marketing Science, INFORMS, vol. 33(4), pages 485-508, July.
    99. Смирнов А.С., 2015. "Рынки Контекстной Рекламы: Подходы И Теоретические Модели," Журнал Экономика и математические методы (ЭММ), Центральный Экономико-Математический Институт (ЦЭМИ), vol. 51(4), pages 14-24, октябрь.
    100. Chrysanthos Dellarocas, 2012. "Double Marginalization in Performance-Based Advertising: Implications and Solutions," Management Science, INFORMS, vol. 58(6), pages 1178-1195, June.
    101. Yan Chen & Peter Cramton & John A. List & Axel Ockenfels, 2021. "Market Design, Human Behavior, and Management," Management Science, INFORMS, vol. 67(9), pages 5317-5348, September.
    102. Alison Watts, 2021. "Fairness and Efficiency in Online Advertising Mechanisms," Games, MDPI, vol. 12(2), pages 1-11, April.
    103. Woochoel Shin, 2015. "Keyword Search Advertising and Limited Budgets," Marketing Science, INFORMS, vol. 34(6), pages 882-896, November.
    104. Przemyslaw Jeziorski & Ilya Segal, 2015. "What Makes Them Click: Empirical Analysis of Consumer Demand for Search Advertising," American Economic Journal: Microeconomics, American Economic Association, vol. 7(3), pages 24-53, August.
    105. Rafael P. Greminger, 2022. "Optimal Search and Discovery," Management Science, INFORMS, vol. 68(5), pages 3904-3924, May.
    106. Davydov, D. & Izmalkov, S. & Smirnov, A., 2015. "Sponsored-Search Auctions: Empirical and Experimental Works," Journal of the New Economic Association, New Economic Association, vol. 28(4), pages 56-73.
    107. Alex Jiyoung Kim & Subramanian Balachander, 2023. "Coordinating traditional media advertising and online advertising in brand marketing," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1865-1879, June.
    108. Fei Long & Kinshuk Jerath & Miklos Sarvary, 2022. "Designing an Online Retail Marketplace: Leveraging Information from Sponsored Advertising," Marketing Science, INFORMS, vol. 41(1), pages 115-138, January.
    109. Alexandre de Corniere & Romain De Nijs, 2013. "Online Advertising and Privacy," Economics Series Working Papers 650, University of Oxford, Department of Economics.
    110. Shengqi Ye & Goker Aydin & Shanshan Hu, 2015. "Sponsored Search Marketing: Dynamic Pricing and Advertising for an Online Retailer," Management Science, INFORMS, vol. 61(6), pages 1255-1274, June.
    111. Amin Sayedi & Kinshuk Jerath & Marjan Baghaie, 2018. "Exclusive Placement in Online Advertising," Marketing Science, INFORMS, vol. 37(6), pages 970-986, November.
    112. Zhou, Jidong, 2009. "Prominence and Consumer Search: The Case With Multiple Prominent Firms," MPRA Paper 12554, University Library of Munich, Germany.
    113. Thomas W. L. Norman, 2021. "Evolutionary stability in the generalized second-price auction," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(1), pages 235-250, February.
    114. Jianqiang Zhang & Zhuping Liu & Raghunath Singh Rao, 2018. "Flirting with the enemy: online competitor referral and entry-deterrence," Quantitative Marketing and Economics (QME), Springer, vol. 16(2), pages 209-249, June.
    115. Pierre L’Ecuyer & Patrick Maillé & Nicolás E. Stier-Moses & Bruno Tuffin, 2017. "Revenue-Maximizing Rankings for Online Platforms with Quality-Sensitive Consumers," Operations Research, INFORMS, vol. 65(2), pages 408-423, April.
    116. Paul Belleflamme & Martin Peitz, 2018. "Inside the Engine Room of Digital Platforms: Reviews, Ratings, and Recommendations," AMSE Working Papers 1806, Aix-Marseille School of Economics, France.
    117. Chia-Ling Hsu & Rafael Matta & Sergey V. Popov & Takeharu Sogo, 2017. "Optimal Product Placement," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 51(1), pages 127-145, August.
    118. Fanqi Shi & Yiqing Xing, 2022. "Implementing optimal outcomes through sequential auctions," RAND Journal of Economics, RAND Corporation, vol. 53(4), pages 703-732, December.
    119. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    120. Chen, Yongmin & Li, zhuozheng & Zhang, Tianle, 2019. "A Search Model of Experience Goods," MPRA Paper 93547, University Library of Munich, Germany.
    121. Lijia Ma & Xingchen Xu & Yong Tan, 2024. "Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines," Papers 2402.19421, arXiv.org.
    122. Hämäläinen, Saara, 2018. "Competitive search obfuscation," Journal of Economic Dynamics and Control, Elsevier, vol. 97(C), pages 38-63.
    123. Ding, Yucheng & Zhang, Tianle, 2018. "Price-directed Consumer Search," MPRA Paper 93552, University Library of Munich, Germany.
    124. Chen, Yongmin & Zhang, Tianle, 2018. "Intermediaries and consumer search," International Journal of Industrial Organization, Elsevier, vol. 57(C), pages 255-277.
    125. Ken Heyer & Carl Shapiro & Jeffrey Wilder, 2009. "The Year in Review: Economics at the Antitrust Division, 2008–2009," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(4), pages 349-367, December.
    126. Ostrovsky, Michael & Schwarz, Michael, 2009. "Reserve Prices in Internet Advertising Auctions: A Field Experiment," Research Papers 2054, Stanford University, Graduate School of Business.
    127. Fershtman, Chaim & Fishman, Arthur & Zhou, Jidong, 2018. "Search and categorization," International Journal of Industrial Organization, Elsevier, vol. 57(C), pages 225-254.
    128. Mark Armstrong & Jidong Zhou, 2011. "Paying for Prominence," Economic Journal, Royal Economic Society, vol. 121(556), pages 368-395, November.
    129. Rad Niazadeh & Negin Golrezaei & Joshua Wang & Fransisca Susan & Ashwinkumar Badanidiyuru, 2023. "Online Learning via Offline Greedy Algorithms: Applications in Market Design and Optimization," Management Science, INFORMS, vol. 69(7), pages 3797-3817, July.
    130. Pallavi Pal, 2023. "Sponsored Search Auction and the Revenue- Maximizing Number of Ads per Page," CESifo Working Paper Series 10299, CESifo.
    131. Xinyu Cao & T. Tony Ke, 2019. "Cooperative Search Advertising," Marketing Science, INFORMS, vol. 38(1), pages 44-67, January.
    132. Alison Watts, 2018. "Generalized Second Price Auctions over a Network," Games, MDPI, vol. 9(3), pages 1-11, September.
    133. Peter Landry, 2021. "Keywords, limited consideration, and organic product listings," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 505-566, December.
    134. Chen Jin & Luyi Yang & Kartik Hosanagar, 2019. "To Brush or Not to Brush: Product Rankings, Customer Search, and Fake Orders," Working Papers 19-02, NET Institute.
    135. Yan, Haomin, 2021. "Position auctions with multi-unit demands," Games and Economic Behavior, Elsevier, vol. 127(C), pages 179-193.
    136. Nicolás Figueroa & Vasiliki Skreta, 2011. "Optimal allocation mechanisms with single-dimensional private information," Review of Economic Design, Springer;Society for Economic Design, vol. 15(3), pages 213-243, September.
    137. Hummel, Patrick, 2016. "Position auctions with dynamic resizing," International Journal of Industrial Organization, Elsevier, vol. 45(C), pages 38-46.
    138. Marius Schwartz & Yongmin Chen, 2023. "Assigning Default Position for Digital Goods: Competition, Regulation and Welfare," Working Papers gueconwpa~23-23-05, Georgetown University, Department of Economics.
    139. Etro, Federico, 2017. "Research in economics and game theory. A 70th anniversary," Research in Economics, Elsevier, vol. 71(1), pages 1-7.
    140. Ying‐Ju Chen, 2021. "Optimal Design of Revenue‐Maximizing Position Auctions with Consumer Search," Production and Operations Management, Production and Operations Management Society, vol. 30(9), pages 3297-3316, September.

  75. Susan Athey & Guido Imbens, 2006. "Discrete Choice Models with Multiple Unobserved Choice Characteristics," Levine's Bibliography 122247000000001040, UCLA Department of Economics.

    Cited by:

    1. Jun, Sung Jae & Pinkse, Joris, 2020. "Counterfactual prediction in complete information games: Point prediction under partial identification," Journal of Econometrics, Elsevier, vol. 216(2), pages 394-429.
    2. Rohlfs, Chris & Sullivan, Ryan & Kniesner, Thomas J., 2013. "Hedonic Estimation under Very General Conditions Using Experimental and Quasi-Experimental Designs," IZA Discussion Papers 7554, Institute of Labor Economics (IZA).
    3. Christopher T. Conlon & Julie Holland Mortimer, 2008. "Demand Estimation Under Incomplete Product Availability," NBER Working Papers 14315, National Bureau of Economic Research, Inc.
    4. Haoge Chang & Yusuke Narita & Kota Saito, 2022. "Approximating Choice Data by Discrete Choice Models," Papers 2205.01882, arXiv.org, revised Dec 2023.
    5. Martin Burda & Matthew C. Harding & Jerry Hausman, 2008. "A Bayesian mixed logit-probit model for multinomial choice," CeMMAP working papers CWP23/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Steven T. Berry & Philip A. Haile, 2010. "Identification in Differentiated Products Markets Using Market Level Data," NBER Working Papers 15641, National Bureau of Economic Research, Inc.
    7. Ian M. McCarthy & Rusty Tchernis, 2010. "Search costs and Medicare plan choice," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1142-1165, October.
    8. Eric Gautier & Yuichi Kitamura, 2011. "Nonparametric estimation in random coefficients binary choice models," Working Papers hal-00403939, HAL.
    9. Steven T. Berry & Philip Haile, 2015. "Identification in Differentiated Products Markets," NBER Working Papers 21500, National Bureau of Economic Research, Inc.
    10. Steven T. Berry & Philip A. Haile, 2009. "Nonparametric Identification of Multinomial Choice Demand Models with Heterogeneous Consumers," Cowles Foundation Discussion Papers 1718, Cowles Foundation for Research in Economics, Yale University, revised Mar 2010.
    11. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    12. Eriksen, Michael D. & Kniesner, Thomas J. & Rohlfs, Chris & Sullivan, Ryan, 2016. "Toward more general hedonic estimation: Clarifying the roles of alternative experimental designs with an application to a housing attribute," Regional Science and Urban Economics, Elsevier, vol. 57(C), pages 54-62.
    13. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2012. "Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content," Marketing Science, INFORMS, vol. 31(3), pages 493-520, May.
    14. Okwelum, Edson, 2015. "Consumer Heterogeneity and Gasoline Price Response: Implications for Optimal Tax policy," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205897, Agricultural and Applied Economics Association.

  76. Susan Athey & David Miller, 2006. "Efficiency in Repeated Trade with Hidden Valuations," Levine's Bibliography 784828000000000256, UCLA Department of Economics.

    Cited by:

    1. Drexl, Moritz & Kleiner, Andreas, 2013. "Preference Intensities in Repeated Collective Decision-Making," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79832, Verein für Socialpolitik / German Economic Association.
    2. Eilat, Ran & Paunzer, Ady, 2008. "Optimal Bilateral Trade of Multiple Objects," Foerder Institute for Economic Research Working Papers 275716, Tel-Aviv University > Foerder Institute for Economic Research.
    3. Geoffroy de Clippel & Kfir Eliaz & Daniel Fershtman & Kareen Rozen, 2019. "On Selecting the Right Agent," CRC TR 224 Discussion Paper Series crctr224_2019_116, University of Bonn and University of Mannheim, Germany.
    4. Loertscher, Simon & Muir, Ellen V. & Taylor, Peter G., 2022. "Optimal market thickness," Journal of Economic Theory, Elsevier, vol. 200(C).
    5. Olszewski, Wojciech & Safronov, Mikhail, 2018. "Efficient cooperation by exchanging favors," Theoretical Economics, Econometric Society, vol. 13(3), September.
    6. Andrzej Skrzypacz & Juuso Toikka, 2015. "Mechanisms for Repeated Trade," American Economic Journal: Microeconomics, American Economic Association, vol. 7(4), pages 252-293, November.
    7. Rohit Lamba, 2022. "Efficiency with(out) intermediation in repeated bilateral trade," Papers 2202.04201, arXiv.org.
    8. Conan Mukherjee, 2020. "On group strategyproof and optimal object allocation," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 8(2), pages 289-304, October.
    9. Garrett, Daniel F., 2023. "Ready to trade? On budget-balanced efficient trade with uncertain arrival," Games and Economic Behavior, Elsevier, vol. 138(C), pages 161-170.
    10. Chan, Jimmy & Zhang, Wenzhang, 2015. "Collusion enforcement with private information and private monitoring," Journal of Economic Theory, Elsevier, vol. 157(C), pages 188-211.
    11. Drexl, Moritz & Kleiner, Andreas, 2015. "Optimal private good allocation: The case for a balanced budget," Games and Economic Behavior, Elsevier, vol. 94(C), pages 169-181.
    12. Liu, Heng, 2018. "Efficient dynamic mechanisms in environments with interdependent valuations: the role of contingent transfers," Theoretical Economics, Econometric Society, vol. 13(2), May.
    13. Susan Athey & Ilya Segal, 2013. "An Efficient Dynamic Mechanism," Econometrica, Econometric Society, vol. 81(6), pages 2463-2485, November.
    14. Alberto Martin & Wouter Vergote, 2005. "On the role of retaliation in trade agreements," Economics Working Papers 914, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2008.
    15. Rohit Lamba & Ilia Krasikov, 2017. "A Theory of Dynamic Contracting with Financial Constraints," 2017 Meeting Papers 1544, Society for Economic Dynamics.
    16. Eilat, Ran & Pauzner, Ady, 2011. "Optimal bilateral trade of multiple objects," Games and Economic Behavior, Elsevier, vol. 71(2), pages 503-512, March.
    17. Leo, Greg, 2017. "Taking turns," Games and Economic Behavior, Elsevier, vol. 102(C), pages 525-547.

  77. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Levine's Bibliography 122247000000001045, UCLA Department of Economics.

    Cited by:

    1. Philippe Jehiel, 2011. "Manipulative Auction Design," Post-Print halshs-00754541, HAL.
    2. Sweeting, Andrew & Bhattacharya, Vivek, 2015. "Selective entry and auction design," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 189-207.
    3. Ivaldi, Marc & Motis, Jrissy, 2007. "Mergers as Auctions," IDEI Working Papers 461, Institut d'Économie Industrielle (IDEI), Toulouse.
    4. Blancas, Luis & Chioda, Laura & Cordella, Tito & Oliveira, Alexandre & Vardy, Felix, 2011. "Do procurement rules impact infrastructure investment efficiency ? an empirical analysis of inversao das fases in Sao Paulo state," Policy Research Working Paper Series 5528, The World Bank.
    5. Gabrielli, M. Florencia & Willington, Manuel, 2023. "Estimating damages from bidding rings in first-price auctions," Economic Modelling, Elsevier, vol. 126(C).
    6. Philippe Jehiel & Benny Moldovanu, 2006. "Allocative and Informational Externalities in Auctions and Related Mechanisms," Levine's Bibliography 122247000000001129, UCLA Department of Economics.
    7. Philip A. Haile & Yuichi Kitamura, 2018. "Unobserved Heterogeneity in Auctions," Cowles Foundation Discussion Papers 2141, Cowles Foundation for Research in Economics, Yale University.
    8. Liran Einav & Jonathan D. Levin, 2010. "Empirical Industrial Organization: A Progress Report," NBER Working Papers 15786, National Bureau of Economic Research, Inc.
    9. Bierens, Herman J. & Song, Hosin, 2012. "Semi-nonparametric estimation of independently and identically repeated first-price auctions via an integrated simulated moments method," Journal of Econometrics, Elsevier, vol. 168(1), pages 108-119.
    10. Simona Bigerna & Carlo Andrea Bollino & Maria Chiara D’Errico & Paolo Polinori, 2023. "A new design for market power monitoring in the electricity market. A simulation for Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(1), pages 285-317, April.
    11. Bigerna, Simona & Bollino, Carlo Andrea & D'Errico, Maria Chiara & Polinori, Paolo, 2017. "The Ideal Competitive Electricity Market. A simulation for Italy," MPRA Paper 94893, University Library of Munich, Germany.
    12. Olivier Armantier & Eric Ghysels & Asani Sarkar & Jeffrey Shrader, 2011. "Discount window stigma during the 2007-2008 financial crisis," Staff Reports 483, Federal Reserve Bank of New York.
    13. Gian Luigi Albano & Federico Dini & Roberto Zampino, 2008. "Bidding for Complex Projects: Evidence From the Acquisitions of IT Services," Working Papers 2008.86, Fondazione Eni Enrico Mattei.
    14. Sang Won Kim & Marcelo Olivares & Gabriel Y. Weintraub, 2014. "Measuring the Performance of Large-Scale Combinatorial Auctions: A Structural Estimation Approach," Management Science, INFORMS, vol. 60(5), pages 1180-1201, May.
    15. Veronika Grimm, 2007. "Paarsch, H. J., and Hong, H.: An Introduction to the Structural Econometrics of Auction Data," Journal of Economics, Springer, vol. 92(2), pages 205-208, October.
    16. Wenchuan Liu & Yu Zhang & Qi Li, 2015. "A semiparametric varying coefficient model of monotone auction bidding processes," Empirical Economics, Springer, vol. 48(1), pages 313-335, February.
    17. Song, Zirui & Landrum, Mary Beth & Chernew, Michael E., 2013. "Competitive bidding in Medicare Advantage: Effect of benchmark changes on plan bids," Journal of Health Economics, Elsevier, vol. 32(6), pages 1301-1312.
    18. Committee, Nobel Prize, 2020. "Improvements to auction theory and inventions of new auction formats," Nobel Prize in Economics documents 2020-2, Nobel Prize Committee.
    19. Marcelo Olivares & Gabriel Y. Weintraub & Rafael Epstein & Daniel Yung, 2012. "Combinatorial Auctions for Procurement: An Empirical Study of the Chilean School Meals Auction," Management Science, INFORMS, vol. 58(8), pages 1458-1481, August.
    20. Bosco, Bruno & Parisio, Lucia & Pelagatti, Matteo, 2012. "Strategic bidding in vertically integrated power markets with an application to the Italian electricity auctions," Energy Economics, Elsevier, vol. 34(6), pages 2046-2057.
    21. Albano, Gian Luigi & Dini, Federico & Zampino, Roberto, 2008. "Bidding for Complex Projects: Evidence From the Acquisitions of IT Services," Privatisation Regulation Corporate Governance Working Papers 46547, Fondazione Eni Enrico Mattei (FEEM).
    22. Maria Chiara D?Errico, 2020. "Competition in the Italian electricity market: The unforeseen social welfare losses of reform," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2020(2), pages 75-91.
    23. Cristián Hernández & Daniel Quint & Christopher Turansick, 2020. "Estimation in English auctions with unobserved heterogeneity," RAND Journal of Economics, RAND Corporation, vol. 51(3), pages 868-904, September.
    24. Quang Vuong & Ayse Pehlivan, 2016. "Nonparametric Identification and Estimation of Productivity Distributions and Trade Costs," 2016 Meeting Papers 1618, Society for Economic Dynamics.
    25. Charles A. Holt & William Shobe & Dallas Burtraw & Karen Palmer & Jacob K. Goeree, 2007. "Auction Design for Selling CO2 Emission Allowances Under the Regional Greenhouse Gas Initiative," Reports 2007-03, Center for Economic and Policy Studies.

  78. Susan Athey & Kyle Bagwell, 2004. "Collusion with Persistent Cost Shocks," Levine's Bibliography 122247000000000334, UCLA Department of Economics.

    Cited by:

    1. Kyle Bagwell, 2004. "Collusion and Price Rigidity," Theory workshop papers 658612000000000081, UCLA Department of Economics.
    2. Julio B. Clempner & Alexander S. Poznyak, 2021. "Analytical Method for Mechanism Design in Partially Observable Markov Games," Mathematics, MDPI, vol. 9(4), pages 1-15, February.
    3. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Competition Policy Center, Working Paper Series qt9pt7p9bm, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
    4. Etienne Billette de Villemeur & Laurent Flochel & Bruno Versaevel, 2013. "Optimal collusion with limited liability," International Journal of Economic Theory, The International Society for Economic Theory, vol. 9(3), pages 203-227, September.
    5. James M. Malcomson, 2016. "Relational Incentive Contracts With Persistent Private Information," Econometrica, Econometric Society, vol. 84, pages 317-346, January.
    6. Rachmilevitch, Shiran, 2013. "Endogenous bid rotation in repeated auctions," Journal of Economic Theory, Elsevier, vol. 148(4), pages 1714-1725.
    7. Harrington, Joseph E., 2021. "There may be no pass through of a merger-related cost efficiency," Economics Letters, Elsevier, vol. 208(C).
    8. Andreoli-Versbach, Patrick & Franck, Jens-Uwe, 2013. "Actions Speak Louder than Words: Econometric Evidence to Target Tacit Collusion in Oligopolistic Markets," Discussion Papers in Economics 16179, University of Munich, Department of Economics.
    9. Gea Myoung Lee, 2008. "Optimal Collusion with Internal Contracting," Working Papers 08-2008, Singapore Management University, School of Economics.
    10. Francoise Forges & Antoine Salomon, 2014. "Bayesian Repeated Games and Reputations," CESifo Working Paper Series 4700, CESifo.
    11. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 60(2), pages 193-216, March.
    12. Wiseman, Thomas, 2008. "Reputation and impermanent types," Games and Economic Behavior, Elsevier, vol. 62(1), pages 190-210, January.
    13. Jeanine Miklós-Thal, 2011. "Optimal collusion under cost asymmetry," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 46(1), pages 99-125, January.
    14. Fonseca, Miguel A. & Normann, Hans-Theo, 2012. "Explicit vs. tacit collusion—The impact of communication in oligopoly experiments," European Economic Review, Elsevier, vol. 56(8), pages 1759-1772.
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    39. Xiaoquan (Michael) Zhang & Juan Feng, 2011. "Cyclical Bid Adjustments in Search-Engine Advertising," Management Science, INFORMS, vol. 57(9), pages 1703-1719, February.
    40. Ilan Kremer & Zvi Wiener & Eyal Winter, 2017. "Flow auctions," International Journal of Game Theory, Springer;Game Theory Society, vol. 46(3), pages 655-665, August.
    41. Łukasz Balbus & Kevin Reffett & Łukasz Woźny, 2013. "Markov Stationary Equilibria in Stochastic Supermodular Games with Imperfect Private and Public Information," Dynamic Games and Applications, Springer, vol. 3(2), pages 187-206, June.
    42. Juan F. Escobar & Gastón Llanes, 2015. "Cooperation Dynamic in Repeated Games of Adverse Selection," Documentos de Trabajo 311, Centro de Economía Aplicada, Universidad de Chile.
    43. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," PSE-Ecole d'économie de Paris (Postprint) halshs-03760756, HAL.
    44. Eunmi Ko, 2024. "Stationary Bayesian–Markov Equilibria in Bayesian Stochastic Games with Periodic Revelation," Games, MDPI, vol. 15(5), pages 1-17, September.
    45. Jaumandreu, Jordi & Lin, Shuheng, 2018. "Prices under Innovation: Evidence from Manufacturing Firms," CEPR Discussion Papers 13146, C.E.P.R. Discussion Papers.
    46. Andreoli-Versbach, Patrick & Franck, Jens-Uwe, 2013. "Endogenous Price Commitment, Sticky and Leadership Pricing: Evidence from the Italian Petrol Market," Discussion Papers in Economics 16182, University of Munich, Department of Economics.
    47. Chan, Jimmy & Zhang, Wenzhang, 2015. "Collusion enforcement with private information and private monitoring," Journal of Economic Theory, Elsevier, vol. 157(C), pages 188-211.
    48. Carmen García & Joan Ramon Borrell & José Manuel Ordóñez-de-Haro & Juan Luis Jiménez, 2022. "Managers’ expectations, business cycles and cartels’ life cycle," European Journal of Law and Economics, Springer, vol. 53(3), pages 451-484, June.
    49. Joseph E. Harrington, Jr, 2005. "Detecting Cartels," Economics Working Paper Archive 526, The Johns Hopkins University,Department of Economics.
    50. Odenkirchen, Johannes, 2017. "Pricing Behavior of Cartel Outsiders in Incomplete Cartels," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168309, Verein für Socialpolitik / German Economic Association.
    51. James M. Malcomson, 2012. "Relational Incentive Contracts [The Handbook of Organizational Economics]," Introductory Chapters,, Princeton University Press.
    52. Fudenberg, Drew & Yamamoto, Yuichi, 2011. "Learning from Private Information in Noisy Repeated Games," Scholarly Articles 9962008, Harvard University Department of Economics.
    53. Fudenberg, Drew & Yamamoto, Yuichi, 2011. "The Folk Theorem for Irreducible Stochastic Games with Imperfect Public Monitoring," Scholarly Articles 8896226, Harvard University Department of Economics.
    54. Dan Bernhardt & Bart Taub, 2015. "Learning about common and private values in oligopoly," RAND Journal of Economics, RAND Corporation, vol. 46(1), pages 66-85, March.
    55. Duan, Yongrui & Liu, Tonghui & Mao, Zhixin, 2022. "How online reviews and coupons affect sales and pricing: An empirical study based on e-commerce platform," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    56. Hunold, Matthias & Laitenberger, Ulrich & Licht, Georg & Nikogosian, Vigen & Stenzel, André & Ullrich, Hannes & Wolf, Christoph, 2011. "Modernisierung der Konzentrationsberichterstattung: Endbericht," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 110525, March.
    57. Harrington, Joseph E., 2017. "A theory of collusion with partial mutual understanding," Research in Economics, Elsevier, vol. 71(1), pages 140-158.
    58. Nicolas Vieille & Eilon Solan & Jérôme Renault, 2013. "Dynamic sender-receiver games," Post-Print hal-00804028, HAL.
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    60. Yuichi Yamamoto, 2014. "Stochastic Games With Hidden States, Fourth Version," PIER Working Paper Archive 16-012, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 09 Nov 2017.
    61. Joao Correia-da-Silva, 2013. "Impossibility of market division with two-sided private information about production costs," FEP Working Papers 490, Universidade do Porto, Faculdade de Economia do Porto.
    62. Danial Asmat, 2021. "Collusion Along the Learning Curve: Theory and Evidence From the Semiconductor Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 69(1), pages 83-108, March.
    63. Susan Athey & Ilya Segal, 2013. "An Efficient Dynamic Mechanism," Econometrica, Econometric Society, vol. 81(6), pages 2463-2485, November.
    64. Renault, Jérôme & Solan, Eilon & Vieille, Nicolas, 2017. "Optimal dynamic information provision," Games and Economic Behavior, Elsevier, vol. 104(C), pages 329-349.
    65. Flochel, Laurent & Versaevel, Bruno & de Villemeur, Étienne, 2009. "Optimal Collusion with Limited Liability and Policy Implications," TSE Working Papers 09-027, Toulouse School of Economics (TSE), revised Jul 2011.
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    72. David Spector, 2022. "Cheap Talk, Monitoring and Collusion," Post-Print halshs-03760756, HAL.
    73. Garrod, Luke & Olczak, Matthew, 2018. "Explicit vs tacit collusion: The effects of firm numbers and asymmetries," International Journal of Industrial Organization, Elsevier, vol. 56(C), pages 1-25.
    74. Luís Cabral, 2005. "Collusion Theory: Where to Go Next?," Journal of Industry, Competition and Trade, Springer, vol. 5(3), pages 199-206, December.
    75. David Spector, 2015. "Facilitating collusion by exchanging non-verifiable sales reports," PSE Working Papers halshs-01119959, HAL.
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    78. Joseph E. Harrington, Jr. & Wei Zhao, 2010. "Signaling and Tacit Collusion in an Infinitely Repeated Prisoners' Dilemma," Economics Working Paper Archive 559, The Johns Hopkins University,Department of Economics.
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  79. Susan Athey & Jonathan Levin & Enrique Seira, 2004. "Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions," Levine's Bibliography 122247000000000524, UCLA Department of Economics.

    Cited by:

    1. Laurent Lamy, 2007. "The Econometrics of Auctions with Asymmetric Anonymous Bidders," Working Papers 2007-24, Center for Research in Economics and Statistics.
    2. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Cowles Foundation Discussion Papers 1562, Cowles Foundation for Research in Economics, Yale University.
    3. Hanming Fang & Xun Tang, 2013. "Inference of Bidders' Risk Attitudes in Ascending Auctions with Endogenous Entry," NBER Working Papers 19435, National Bureau of Economic Research, Inc.
    4. Susan Athey & Dominic Coey & Jonathan Levin, 2011. "Set-Asides and Subsidies in Auctions," Discussion Papers 10-017, Stanford Institute for Economic Policy Research.
    5. Tong Li & Xiaoyong Zheng, 2006. "Entry and competition effects in first-price auctions: theory and evidence from procurement auctions," CeMMAP working papers CWP13/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Lu, Jingfeng & Perrigne, Isabelle, 2006. "Estimating risk aversion from ascending and sealed-bid auctions: the case of timber auction data," MPRA Paper 948, University Library of Munich, Germany.
    7. Yingyao Hu & David McAdams & Matthew Shum, 2009. "Nonparametric Identification of Auction Models with Non-Separable Unobserved Heterogeneity," Economics Working Paper Archive 553, The Johns Hopkins University,Department of Economics.
    8. Cheng, Harrison, 2006. "Ranking sealed high-bid and open asymmetric auctions," Journal of Mathematical Economics, Elsevier, vol. 42(4-5), pages 471-498, August.
    9. Song Yao & Carl F. Mela, 2008. "Online Auction Demand," Marketing Science, INFORMS, vol. 27(5), pages 861-885, 09-10.
    10. Gerard Marty & Raphaele Preget, 2007. "A Socio-economic Analysis of French Public Timber Sales," Working Papers - Cahiers du LEF 2007-03, Laboratoire d'Economie Forestiere, AgroParisTech-INRA.
    11. Cantillon, Estelle & Pesendorfer, Martin, 2013. "Combination bidding in multi-unit auctions," LSE Research Online Documents on Economics 54289, London School of Economics and Political Science, LSE Library.
    12. Susan Athey & Jonathan Levin & Enrique Seira, "undated". "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," Discussion Papers 08-012, Stanford Institute for Economic Policy Research.
    13. James W. Roberts & Andrew Sweeting, 2010. "Bailouts and the Preservation of Competition," NBER Working Papers 16650, National Bureau of Economic Research, Inc.
    14. John Asker, 2010. "A Study of the Internal Organization of a Bidding Cartel," American Economic Review, American Economic Association, vol. 100(3), pages 724-762, June.
    15. Ferraro, Paul J., 2008. "Asymmetric information and contract design for payments for environmental services," Ecological Economics, Elsevier, vol. 65(4), pages 810-821, May.
    16. Marion, Justin, 2007. "Are bid preferences benign? The effect of small business subsidies in highway procurement auctions," Journal of Public Economics, Elsevier, vol. 91(7-8), pages 1591-1624, August.
    17. Andreas Lange & John A. List & Michael K. Price, 2010. "Auctions with Resale When Private Values Are Uncertain: Evidence from the Lab and Field," NBER Working Papers 16360, National Bureau of Economic Research, Inc.
    18. Ertaç, Seda & Hortaçsu, Ali & Roberts, James W., 2011. "Entry into auctions: An experimental analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 168-178, March.
    19. Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
    20. Hubbard, Timothy P. & Paarsch, Harry J., 2009. "Investigating bid preferences at low-price, sealed-bid auctions with endogenous participation," International Journal of Industrial Organization, Elsevier, vol. 27(1), pages 1-14, January.
    21. Shneyerov, Art & Wong, Adam Chi Leung, 2008. "Identification in First-Price and Dutch Auctions when the Number of Potential Bidders is Unobservable," Microeconomics.ca working papers artyom_shneyerov-2008-12, Vancouver School of Economics, revised 01 Oct 2008.
    22. Zheng, Xiaoyong, 2009. "Quantifying the cost of excess market thickness in timber sale auctions," International Journal of Industrial Organization, Elsevier, vol. 27(5), pages 553-566, September.
    23. Francesco Decarolis, 2009. "When the Highest Bidder Loses the Auction: Theory and Evidence from Public Procurement," 2009 Meeting Papers 130, Society for Economic Dynamics.
    24. Hu, Yingyao, 2017. "The Econometrics of Unobservables -- Latent Variable and Measurement Error Models and Their Applications in Empirical Industrial Organization and Labor Economics [The Econometrics of Unobservables]," Economics Working Paper Archive 64578, The Johns Hopkins University,Department of Economics, revised 2021.
    25. Patrick Bajari & Stephanie Houghton & Steve Tadelis, 2006. "Bidding for Incomplete Contracts: An Empirical Analysis," NBER Working Papers 12051, National Bureau of Economic Research, Inc.
    26. Eiichiro Kazumori, 2010. "Core-Selecting Auctions: An Experimental Study," CARF F-Series CARF-F-226, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    27. Von der Fehr, Nils-Henrik M. & Fabra, Natalia & de Frutos, Maria-Angeles, 2008. "Investment Incentives and Auction Design in Electricity Markets," CEPR Discussion Papers 6626, C.E.P.R. Discussion Papers.
    28. Yingyao Hu & Matthew Shum, 2007. "Estimating First-Price Auctions with an Unknown Number of Bidders: A Misclassification Approach," Economics Working Paper Archive 541, The Johns Hopkins University,Department of Economics.
    29. Hanming Fang & Xun Tang, 2011. "Inference of Bidders’ Risk Attitudes in Ascending Auctions with Endogenous Entry, Second Version," PIER Working Paper Archive 12-016, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 17 Apr 2012.
    30. Owen R. Phillips & Dale J. Menkhaus, 2009. "Maintaining Tacit Collusion in Repeated Ascending Auctions," Journal of Law and Economics, University of Chicago Press, vol. 52(1), pages 91-109, February.

  80. Athey, Susan & Atkeson, Andrew & Kehoe, Patrick J., 2004. "The optimal degree of discretion in monetary policy," Working Paper Series 338, European Central Bank.

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    1. Richard Dennis & Ippei Fujiwara & Yuichiro Waki, 2017. "The Optimal Degree of Monetary-Discretion in a New Keynesian Model with Private Information," Globalization Institute Working Papers 320, Federal Reserve Bank of Dallas.
    2. Radoslaw Paluszynski & Pei Cheng Yu, 2022. "Online Appendix to "Commitment versus Flexibility and Sticky Prices: Evidence from Life Insurance"," Online Appendices 20-112, Review of Economic Dynamics.
    3. Itskhoki, Oleg & Mukhin, Dmitry, 2022. "Sanctions and the exchange rate," LSE Research Online Documents on Economics 115564, London School of Economics and Political Science, LSE Library.
    4. FUJIWARA Ippei & WAKI Yuichiro, 2016. "Private News and Monetary Policy: Forward guidance or the expected virtue of ignorance," Discussion papers 16027, Research Institute of Economy, Trade and Industry (RIETI).
    5. Halac, Marina & Yared, Pierre, 2018. "Fiscal Rules and Discretion in a World Economy," CEPR Discussion Papers 12570, C.E.P.R. Discussion Papers.
    6. Halac, Marina & Yared, Pierre, 2012. "Fiscal Rules and Discretion under Persistent Shocks," Economic Research Papers 270535, University of Warwick - Department of Economics.
    7. Alex Clymo & Andrea Lanteri & Alessandro Villa, 2023. "Online Appendix to "Capital and Labor Taxes with Costly State Contingency"," Online Appendices 22-20, Review of Economic Dynamics.
    8. Christian Moser & Pedro Olea de Souza e Silva, 2019. "Optimal Paternalistic Savings Policies," Opportunity and Inclusive Growth Institute Working Papers 17, Federal Reserve Bank of Minneapolis.
    9. Philip Arestis & Alexander Mihailov, 2008. "Classifying Monetary Economics: Fields and Methods from Past to Future," Economics Discussion Papers em-dp2008-64, Department of Economics, University of Reading.
    10. Westerhout, Ed, 2021. "Inflation-Linked Bonds, Nominal Bonds, and Countercyclical Monetary Policies," Other publications TiSEM ee384b1f-4e6f-4f30-821e-d, Tilburg University, School of Economics and Management.
    11. Alan S. Blinder & Ricardo Reis, 2005. "Understanding the Greenspan Standard," Working Papers 88, Princeton University, Department of Economics, Center for Economic Policy Studies..
    12. P Arestis & A Mihailov, 2009. "Flexible Rules cum Constrained Discretion: A New Consensus in Monetary Policy," Economic Issues Journal Articles, Economic Issues, vol. 14(2), pages 27-54, September.
    13. B. Onur Tas, 2012. "Why does the Federal Reserve Forecast Inflation Better than Everyone Else?," Working Papers 1207, TOBB University of Economics and Technology, Department of Economics.
    14. Spiegler, Ran, 2022. "On the behavioral consequences of reverse causality," European Economic Review, Elsevier, vol. 149(C).
    15. Zachary Bethune & Guillaume Rocheteau & Russell Wong & Cathy Zhang, 2020. "Lending Relationships and Optimal Monetary Policy," Working Paper 20-13, Federal Reserve Bank of Richmond.
    16. Laurence Ales & Pricila Maziero & Pierre Yared, 2012. "A Theory of Political and Economic Cycles," NBER Working Papers 18354, National Bureau of Economic Research, Inc.
    17. Clayton, Christopher & Dos Santos, Amanda & Maggiori, Matteo & Schreger, Jesse, 2023. "Internationalizing Like China," CEPR Discussion Papers 17781, C.E.P.R. Discussion Papers.
    18. Niklas Potrafke, 2023. "The Economic Consequences of Fiscal Rules," CESifo Working Paper Series 10765, CESifo.
    19. Nakamura, Emi & Steinsson, Jón, 2011. "Price setting in forward-looking customer markets," Journal of Monetary Economics, Elsevier, vol. 58(3), pages 220-233.
    20. Bedri Kamil Onur Taş, 2016. "Does the Federal Reserve have Private Information about its Future Actions?," Economica, London School of Economics and Political Science, vol. 83(331), pages 498-517, July.
    21. Marco Bassetto, 2019. "Forward guidance: communication, commitment, or both?," IFS Working Papers W19/20, Institute for Fiscal Studies.
    22. Marina Halac & Pierre Yared, 2016. "Commitment vs. Flexibility with Costly Verification," NBER Working Papers 22936, National Bureau of Economic Research, Inc.
    23. Marina Halac & Pierre Yared, 2018. "Instrument-Based vs. Target-Based Rules," NBER Working Papers 24496, National Bureau of Economic Research, Inc.
    24. Amador, Manuel & Bagwell, Kyle, 2020. "Money burning in the theory of delegation," Games and Economic Behavior, Elsevier, vol. 121(C), pages 382-412.
    25. Ali Yurukoglu & Claire Lim, 2014. "Dynamic Natural Monopoly Regulation: Time Inconsistency, Asymmetric Information, and Political Environments," 2014 Meeting Papers 530, Society for Economic Dynamics.
    26. Ippei Fujiwara & Timothy Kam & Takeki Sunakawa, 2016. "Sustainable International Monetary Policy Cooperation," IMES Discussion Paper Series 16-E-10, Institute for Monetary and Economic Studies, Bank of Japan.
    27. Taisuke Nakata, 2012. "Optimal Fiscal and Monetary Policy with Occasionally Binding Zero Bound Constraints," 2012 Meeting Papers 181, Society for Economic Dynamics.
    28. R. Vijay Krishna & Oksana Leukhina, 2018. "On the Benefits of Currency Reform," Working Papers 2018-21, Federal Reserve Bank of St. Louis.
    29. Linda S. Goldberg & Michael W. Klein, 2007. "Establishing Credibility: Evolving Perceptions of the European Central Bank," The Institute for International Integration Studies Discussion Paper Series iiisdp194, IIIS.
    30. Scharff, Juliane & Nautz, Dieter, 2006. "Inflation and relative price variability in the euro area: evidence from a panel threshold model," Discussion Paper Series 1: Economic Studies 2006,14, Deutsche Bundesbank.
    31. Eduardo Monteiro & Humberto Moreira, 2006. "Effciency In Two Player Repeated Games Of Imperfect Monitoring," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 113, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    32. Carl Walsh, 2015. "Goals and Rules in Central Bank Design," CESifo Working Paper Series 5293, CESifo.
    33. Frederic S. Mishkin & Niklas J. Westelius, 2008. "Inflation Band Targeting and Optimal Inflation Contracts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(4), pages 557-582, June.
    34. Francesco Salsano, 2005. "Monetary Policy in the Presence Of Imperfect Observability Of The Objectives Of Central Bankers," Birkbeck Working Papers in Economics and Finance 0523, Birkbeck, Department of Economics, Mathematics & Statistics.
    35. Lena Cleanthous, 2020. "Conceptual note on inflation targeting types and their performance in anchoring inflation expectations," Working Papers 2020-01, Central Bank of Cyprus.
    36. Westelius Niklas J, 2009. "Inflation Range Targets with Hard Edges," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-28, April.
    37. Galperti, Simone, 2019. "A theory of personal budgeting," Theoretical Economics, Econometric Society, vol. 14(1), January.
    38. Marina Halac & Pierre Yared, 2022. "Instrument-Based versus Target-Based Rules," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 312-345.
    39. Anderlini, Luca & Felli, Leonardo & Riboni, A., 2008. "Statute law or case law?," LSE Research Online Documents on Economics 4433, London School of Economics and Political Science, LSE Library.
    40. Thorsten V. Koeppl, 2009. "How Flexible Can Inflation Targeting Be? Suggestions for the Future of Canada's Targeting Regime," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 293, August.
    41. Alberto Locarno, 2007. "Imperfect Knowledge, Adaptive Learning, and the Bias Against Activist Monetary Policies," International Journal of Central Banking, International Journal of Central Banking, vol. 3(3), pages 47-85, September.
    42. George J. Mailath & Volker Nocke & Lucy White, 2015. "When and How the Punishment Must Fit the Crime," ANU Working Papers in Economics and Econometrics 2015-622, Australian National University, College of Business and Economics, School of Economics.
    43. Marina Halac & Pierre Yared, 2022. "Fiscal Rules and Discretion Under Limited Enforcement," Econometrica, Econometric Society, vol. 90(5), pages 2093-2127, September.
    44. Joan Esteban & Facundo Albornoz & Paolo Vanin, 2009. "Government Information Transparency," UFAE and IAE Working Papers 774.09, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC), revised 10 Feb 2010.
    45. Anderson Schneider & Facundo Piguillem, 2009. "Heterogeneous Beliefs and Optimal Taxation," 2009 Meeting Papers 826, Society for Economic Dynamics.
    46. Tas, Bedri Kamil Onur, 2011. "An explanation for the price puzzle: Asymmetric information and expectation dynamics," Journal of Macroeconomics, Elsevier, vol. 33(2), pages 259-275, June.
    47. Linda S. Goldberg & Michael W. Klein, 2011. "Evolving Perceptions of Central Bank Credibility: The European Central Bank Experience," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 7(1), pages 153-182.
    48. Clayton, Christopher & Schaab, Andreas, 2022. "A Theory of Dynamic Inflation Targets," TSE Working Papers 22-1389, Toulouse School of Economics (TSE).
    49. Mark Gradstein, 2022. "Government Bailout Funds: Balancing Rules and Discretion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(1), pages 333-342, February.
    50. Vincent Anesi & Daniel J. Seidmann, 2009. "Optimal Delegation with a Finite Number of States," Discussion Papers 2009-20, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    51. Halac, Marina & Yared, Pierre, 2018. "Fiscal Rules and Discretion under Self-Enforcement," CEPR Discussion Papers 12571, C.E.P.R. Discussion Papers.
    52. Alexander Mihailov, 2007. "Does Instrument Independence Matter under the Constrained Discretionof an Inflation Targeting Goal? Lessons from UK Taylor Rule Empirics," Money Macro and Finance (MMF) Research Group Conference 2006 95, Money Macro and Finance Research Group.
    53. Vinicius Carrasco & João Manoel Pinho de Mello, 2006. "A relational theory of relationship lending under contractual incompleteness," Textos para discussão 520, Department of Economics PUC-Rio (Brazil), revised Jan 2000.
    54. Yusuke Kinai, 2011. "Optimal Degree of Commitment in a Tax Policy," Discussion Papers in Economics and Business 11-11, Osaka University, Graduate School of Economics.
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    2. Leonardo Rezende, 2009. "Biased procurement auctions," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 38(1), pages 169-185, January.
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    7. Vukina, Tomislav & Zheng, Xiaoyong & Marra, Michele & Levy, Armando, 2008. "Do farmers value the environment? Evidence from a conservation reserve program auction," International Journal of Industrial Organization, Elsevier, vol. 26(6), pages 1323-1332, November.
    8. Li, Tong & Zheng, Xiaoyong, 2012. "Information acquisition and/or bid preparation: A structural analysis of entry and bidding in timber sale auctions," Journal of Econometrics, Elsevier, vol. 168(1), pages 29-46.
    9. Kanieski da Silva, Bruno & Tanger, Shaun & Marufuzzaman, Mohammad & Cubbage, Frederick, 2022. "Perfect assumptions in an imperfect world: Managing timberland in an oligopoly market," Forest Policy and Economics, Elsevier, vol. 137(C).
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    19. Chady Jabbour & Anis Hoayek & Jean-Michel Salles, 2022. "Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information," Land, MDPI, vol. 12(1), pages 1-17, December.
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    25. Xiaohong Chen & Matthew Gentry & Tong Li & Jingfeng Lu, 2020. "Identification and Inference in First-Price Auctions with Risk Averse Bidders and Selective Entry," Cowles Foundation Discussion Papers 2257, Cowles Foundation for Research in Economics, Yale University.
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    32. Dakshina G. De Silva & Timothy Dunne & Georgia Kosmopoulou & Carlos Lamarche, 2015. "Project modifications and bidding in highway procurement auctions," FRB Atlanta Working Paper 2015-14, Federal Reserve Bank of Atlanta.
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    37. Péter Esö & Lucy White, 2004. "Precautionary Bidding in Auctions," Econometrica, Econometric Society, vol. 72(1), pages 77-92, January.
    38. Philip A. Haile, 2001. "Auctions with Resale Markets: An Application to U.S. Forest Service Timber Sales," American Economic Review, American Economic Association, vol. 91(3), pages 399-427, June.
    39. Susan Athey & Jonathan Levin & Enrique Seira, "undated". "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," Discussion Papers 08-012, Stanford Institute for Economic Policy Research.
    40. Haile,P.A. & Tamer,E.T., 2000. "Inference with an incomplete model of English auctions," Working papers 18, Wisconsin Madison - Social Systems.
    41. Tatoutchoup, Francis Didier, 2017. "Forestry auctions with interdependent values: Evidence from timber auctions," Forest Policy and Economics, Elsevier, vol. 80(C), pages 107-115.
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    43. Newell, Richard G. & Sanchirico, James N. & Kerr, Suzi, 2002. "Fishing Quota Markets," Discussion Papers 10451, Resources for the Future.
    44. Alan Mehlenbacher, 2007. "Multiagent System Platform for Auction Simulations," Department Discussion Papers 0706, Department of Economics, University of Victoria.
    45. Pasha Andreyanov & El Hadi Caoui, 2022. "Secret reserve prices by uninformed sellers," Quantitative Economics, Econometric Society, vol. 13(3), pages 1203-1256, July.
    46. Neha Gupta, 2015. "Government Intervention in Grain Markets in India: Rethinking the Procurement Policy," Working Papers id:7810, eSocialSciences.
    47. Hill, Jonathan B. & Shneyerov, Artyom, 2013. "Are there common values in first-price auctions? A tail-index nonparametric test," Journal of Econometrics, Elsevier, vol. 174(2), pages 144-164.
    48. Brett Katzman & Kerry Anne McGeary, 2008. "Will Competitive Bidding Decrease Medicare Prices?," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 839-856, January.
    49. Laurent Lamy & Manasa Patnam & Michael Visser, 2023. "Distinguishing Incentive from Selection Effects in Auction-Determined Contracts," Post-Print hal-03924664, HAL.
    50. Gimenes, Nathalie & Guerre, Emmanuel, 2022. "Quantile regression methods for first-price auctions," Journal of Econometrics, Elsevier, vol. 226(2), pages 224-247.
    51. Araujo, Aloisio & Castro, Luciano I. de & Moreira, Humberto, 2006. "Non-monotoniticies and the all-pay auction tie-breaking rule," UC3M Working papers. Economics we065924, Universidad Carlos III de Madrid. Departamento de Economía.
    52. Iossa, Elisabetta & Loertscher, Simon & Marx, Leslie & Rey, Patrick, 2020. "Collusive Market Allocations," CEPR Discussion Papers 14563, C.E.P.R. Discussion Papers.
    53. Shengwu Li, 2024. "Designing Simple Mechanisms," Papers 2403.18694, arXiv.org, revised Jul 2024.
    54. Aloisio Araujo & Luciano I. de Castro Filho, 2004. "Pure Strategy Equilibria of Multidimensional and Non-Monotonic Auctions," Econometric Society 2004 Latin American Meetings 300, Econometric Society.
    55. Elyakime, Bernhard & Loisel, Patrice, 2005. "An optimal standing timber auction?," Journal of Forest Economics, Elsevier, vol. 11(2), pages 107-120, September.
    56. Di Corato, Luca & Moretto, Michele, 2016. "Selling real assets: the impact of idiosyncratic project risk in an auction environment," Working Paper Series 2016:9, Swedish University of Agricultural Sciences, Department Economics.
    57. Vasserman, Shoshana & Watt, Mitchell, 2021. "Risk aversion and auction design: Theoretical and empirical evidence," International Journal of Industrial Organization, Elsevier, vol. 79(C).
    58. Alok Gupta & Stephen Parente & Pallab Sanyal, 2012. "Competitive bidding for health insurance contracts: lessons from the online HMO auctions," International Journal of Health Economics and Management, Springer, vol. 12(4), pages 303-322, December.
    59. Susan Athey & Philip A. Haile, 2002. "Identification of Standard Auction Models," Econometrica, Econometric Society, vol. 70(6), pages 2107-2140, November.
    60. Negin Golrezaei & Hamid Nazerzadeh, 2017. "Auctions with Dynamic Costly Information Acquisition," Operations Research, INFORMS, vol. 65(1), pages 130-144, February.
    61. Farnia, Farnoush & Frayret, Jean-Marc & LeBel, Luc & Beaudry, Catherine, 2013. "Multiple-round timber auction design and simulation," International Journal of Production Economics, Elsevier, vol. 146(1), pages 129-141.
    62. Jonathan Levin & Susan Athey & Enrique Seira, 2004. "Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions," Working Papers 2004.142, Fondazione Eni Enrico Mattei.
    63. Laurent Lamy & Manasa Patnam & Michael Visser, 2023. "Distinguishing incentive from selection effects in auction-determined contracts," Post-Print hal-04382099, HAL.
    64. Zheng, Xiaoyong, 2009. "Quantifying the cost of excess market thickness in timber sale auctions," International Journal of Industrial Organization, Elsevier, vol. 27(5), pages 553-566, September.
    65. Aradillas-López, Andrés & Gandhi, Amit & Quint, Daniel, 2016. "A simple test for moment inequality models with an application to English auctions," Journal of Econometrics, Elsevier, vol. 194(1), pages 96-115.
    66. Missbauer, Hubert & Hauber, Wolfgang, 2006. "Bid calculation for construction projects: Regulations and incentive effects of unit price contracts," European Journal of Operational Research, Elsevier, vol. 171(3), pages 1005-1019, June.
    67. Stoll, Sebastian & Zöttl, Gregor, 2012. "Information Disclosure in Open Non-Binding Procurement Auctions: an Empirical Study," Discussion Papers in Economics 13112, University of Munich, Department of Economics.
    68. Villas-Boas Sofia B, 2006. "An Introduction to Auctions," Journal of Industrial Organization Education, De Gruyter, vol. 1(1), pages 1-22, December.
    69. Belev, S. & Veterinarov, V. & Matveev, E., 2023. "Vertical collusion in public procurement: Estimation based on data for R&D composite auctions," Journal of the New Economic Association, New Economic Association, vol. 59(2), pages 36-63.
    70. Patrick Bajari & Stephanie Houghton & Steven Tadelis, 2004. "Bidding for Incompete Contracts," Working Papers 2004.141, Fondazione Eni Enrico Mattei.
    71. Gregory E. Kersten, 2014. "Multiattribute Procurement Auctions: Efficiency and Social Welfare in Theory and Practice," Decision Analysis, INFORMS, vol. 11(4), pages 215-232, December.
    72. Gregory Lewis & Patrick Bajari, 2011. "Moral Hazard, Incentive Contracts and Risk: Evidence from Procurement," NBER Working Papers 17647, National Bureau of Economic Research, Inc.
    73. Farnia, Farnoush & Frayret, Jean-Marc & Beaudry, Catherine & Lebel, Luc, 2015. "Time-based combinatorial auction for timber allocation and delivery coordination," Forest Policy and Economics, Elsevier, vol. 50(C), pages 143-152.
    74. Park, Minsoo & Lee, Sang-Woo & Choi, Yong-Jae, 2011. "Does spectrum auctioning harm consumers? Lessons from 3G licensing," Information Economics and Policy, Elsevier, vol. 23(1), pages 118-126, March.
    75. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    76. Nathalie Gimenes, 2014. "Econometrics of Ascending Auctions by Quantile Regression," Working Papers, Department of Economics 2014_25, University of São Paulo (FEA-USP).
    77. Patrick Bajari & Stephanie Houghton & Steve Tadelis, 2006. "Bidding for Incomplete Contracts: An Empirical Analysis," NBER Working Papers 12051, National Bureau of Economic Research, Inc.
    78. Negin Golrezaei & Hamid Nazerzadeh, 2017. "Auctions with Dynamic Costly Information Acquisition," Operations Research, INFORMS, vol. 65(1), pages 130-144, February.
    79. Mandell, Svante & Nyström, Johan, 2011. "Why are bids not more unbalanced?," Working papers in Transport Economics 2011:13, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
    80. M. Haley, 2010. "Bounding revenue leakages at scale-bid timber auctions: evidence from Wisconsin state forest auctions," Empirical Economics, Springer, vol. 39(2), pages 427-437, October.
    81. Xin An & Shulin Liu & Shuo Xu, 2011. "Piecewise Pseudo-Maximum Likelihood Estimation for Risk Aversion Case in First-Price Sealed-Bid Auction," Computational Economics, Springer;Society for Computational Economics, vol. 38(4), pages 439-463, November.
    82. Nianqing Liu & Yao Luo, 2014. "A Nonparametric Test of Exogenous Participation in First-Price Auctions," Working Papers tecipa-519, University of Toronto, Department of Economics.
    83. Han, Xiao & Kant, Shashi & Xie, Yi, 2018. "A spatial hedonic stumpage analysis of standing timber auctions in Jiangxi Province of China," Forest Policy and Economics, Elsevier, vol. 96(C), pages 63-74.
    84. Stoll, Sebastian & Zöttl, Gregor, 2014. "Transparency in Buyer-Determined Auctions: Should Quality be Private or Public?," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 459, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    85. Nyström, Johan & Wikström, Daniel, 2019. "Empirical analysis of unbalanced bidding on Swedish roads," Working Papers 2019:4, Swedish National Road & Transport Research Institute (VTI).
    86. Takahashi, Hidenori, 2015. "Strategic design under uncertain evaluations : structural analysis of design-build auctions," Working Papers 15-08, University of Mannheim, Department of Economics.
    87. Aryal, Gaurab & Grundl, Serafin & Kim, Dong-Hyuk & Zhu, Yu, 2018. "Empirical relevance of ambiguity in first-price auctions," Journal of Econometrics, Elsevier, vol. 204(2), pages 189-206.
    88. Etro, Federico, 2017. "Research in economics and game theory. A 70th anniversary," Research in Economics, Elsevier, vol. 71(1), pages 1-7.

  84. Susan Athey & Andrew Atkeson & Patrick J. Kehoe, 2001. "On the optimality of transparent monetary policy," Working Papers 613, Federal Reserve Bank of Minneapolis.

    Cited by:

    1. Joseph H. Haslag, 2000. "On Fed watching and central bank transparency in an overlapping generations model," Working Papers 0002, Federal Reserve Bank of Dallas.
    2. Manuel Amador & George-Marios Angeletos & Ivan Werning, 2004. "Commitment vs. Flexibility," 2004 Meeting Papers 87, Society for Economic Dynamics.

  85. Susan Athey & Scott Stern, 2000. "The Impact of Information Technology on Emergency Health Care Outcomes," NBER Working Papers 7887, National Bureau of Economic Research, Inc.

    Cited by:

    1. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Slack Time and Innovation," NBER Working Papers 21134, National Bureau of Economic Research, Inc.
    2. Draca, Mirko & Sadun, Raffaella & Van Reenen, John, 2006. "Productivity and ICT: A Review of the Evidence," LSE Research Online Documents on Economics 4561, London School of Economics and Political Science, LSE Library.
    3. Charles Courtemanche & Andrew Friedson & Andrew P. Koller & Daniel I. Rees, 2017. "The Affordable Care Act and Ambulance Response Times," NBER Working Papers 23722, National Bureau of Economic Research, Inc.
    4. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    5. Chris Forman & Avi Goldfarb & Shane Greenstein, 2009. "The Internet and Local Wages: Convergence or Divergence?," NBER Working Papers 14750, National Bureau of Economic Research, Inc.
    6. Jeffrey S. McCullough & Stephen T. Parente & Robert Town, 2013. "Health Information Technology and Patient Outcomes: The Role of Organizational and Informational Complementarities," NBER Working Papers 18684, National Bureau of Economic Research, Inc.
    7. Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
    8. Davide Consoli & Francesco Vona & Francesco Rentocchini, 2016. "That was then, this is now: skills and routinization in the 2000s," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(5), pages 847-866.
    9. Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
    10. Knutsson, Daniel & Tyrefors, Björn, 2020. "The Quality and Efficiency Between Public and Private Firms: Evidence from Ambulance Services," Working Paper Series 1365, Research Institute of Industrial Economics, revised 01 Jul 2021.
    11. Joseph P. Newhouse, 2001. "Medical Care Price Indices: Problems and Opportunities / The Chung-Hua Lectures," NBER Working Papers 8168, National Bureau of Economic Research, Inc.
    12. Florian Englmaier & Katharina Schüßler, 2016. "Complementarities of Human-Resource Management Practices: A Case for a Behavioral-Economics Perspective," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 172(2), pages 312-341, June.
    13. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    14. Bogaard, Hein & Svejnar, Jan, 2018. "Incentive pay and performance: Insider econometrics in a multi-unit firm," Labour Economics, Elsevier, vol. 54(C), pages 100-115.
    15. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    16. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    17. Ann Bartel & Casey Ichniowski & Kathryn L. Shaw & Ricardo Correa, 2009. "International Differences in the Adoption and Impact of New Information Technologies and New HR Practices: The Valve-Making Industry in the United States and United Kingdom," NBER Chapters, in: International Differences in the Business Practices and Productivity of Firms, pages 55-78, National Bureau of Economic Research, Inc.
    18. Hemant K. Bhargava & Abhay Nath Mishra, 2014. "Electronic Medical Records and Physician Productivity: Evidence from Panel Data Analysis," Management Science, INFORMS, vol. 60(10), pages 2543-2562, October.
    19. Prince, Jeffrey T. & Simon, Daniel H., 2009. "Has the Internet accelerated the diffusion of new products?," Research Policy, Elsevier, vol. 38(8), pages 1269-1277, October.
    20. Joseph J. Doyle, Jr. & John A. Graves & Jonathan Gruber & Samuel Kleiner, 2012. "Do High-Cost Hospitals Deliver Better Care? Evidence from Ambulance Referral Patterns," NBER Working Papers 17936, National Bureau of Economic Research, Inc.
    21. Brent Boning & Casey Ichniowski & Kathryn Shaw, 2007. "Opportunity Counts: Teams and the Effectiveness of Production Incentives," Journal of Labor Economics, University of Chicago Press, vol. 25(4), pages 613-650.
    22. Jonathan C. Javitt & James B. Rebitzer & Lonny Reisman, 2007. "Information Technology and Medical Missteps: Evidence from a Randomized Trial," NBER Working Papers 13493, National Bureau of Economic Research, Inc.
    23. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
    24. Nicolas Melissas, 2007. "The Trader, the Market Maker, his Guru and her Information," Working Papers 0702, Centro de Investigacion Economica, ITAM.
    25. Avi Goldfarb & Catherine Tucker, 2011. "Search Engine Advertising: Channel Substitution When Pricing Ads to Context," Management Science, INFORMS, vol. 57(3), pages 458-470, March.
    26. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    27. Thomas Stratmann & David Chandler Thomas, 2016. "Dial 911 for Murder: The Impact of Emergency Response Time on Homicides," CESifo Working Paper Series 6140, CESifo.
    28. Carmen Díaz-Roldán & María del Carmen Ramos-Herrera, 2021. "Innovations and ICT: Do They Favour Economic Growth and Environmental Quality?," Energies, MDPI, vol. 14(5), pages 1-17, March.
    29. David Dranove & Christopher Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," NBER Working Papers 18281, National Bureau of Economic Research, Inc.
    30. Ferreira, Susana & Hamilton, Kirk & Vincent, Jeffrey R., 2011. "Nature, socioeconomics and adaptation to natural disasters: new evidence from floods," Policy Research Working Paper Series 5725, The World Bank.
    31. Chris Forman & Anindya Ghose & Avi Goldfarb, 2006. "Geography and Electronic Commerce: Measuring Convenience, Selection, and Price," Working Papers 06-15, NET Institute, revised Sep 2006.
    32. Luis Garicano & Luis Rayo, 2016. "Why Organizations Fail: Models and Cases," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 137-192, March.
    33. Tobias Kretschmer & Eugenio Miravete & José Pernías, 2009. "Competitive Pressure and the Adoption of Complementary Innovations," Working Papers 09-22, NET Institute, revised Sep 2009.
    34. Kaplan, David S. & Piedra, Eduardo & Seira, Enrique, 2007. "Entry regulation and business start-ups : evidence from Mexico," Policy Research Working Paper Series 4322, The World Bank.
    35. Elizabeth T. Wilde, 2008. "Do Response Times Matter? The Impact of EMS Response Times on Health Outcomes," Working Papers 1065, Princeton University, Department of Economics, Industrial Relations Section..
    36. Hilal Atasoy & Pei-yu Chen & Kartik Ganju, 2018. "The Spillover Effects of Health IT Investments on Regional Healthcare Costs," Management Science, INFORMS, vol. 64(6), pages 2515-2534, June.
    37. Jason M. Rathje & Riitta Katila, 2021. "Enabling Technologies and the Role of Private Firms: A Machine Learning Matching Analysis," Strategy Science, INFORMS, vol. 6(1), pages 5-21, March.
    38. Ginger Zhe Jin & Jungmin Lee, 2014. "Inspection technology, detection, and compliance: evidence from Florida restaurant inspections," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 885-917, December.
    39. Thomas N. Hubbard, 2003. "Information, Decisions, and Productivity: On-Board Computers and Capacity Utilization in Trucking," American Economic Review, American Economic Association, vol. 93(4), pages 1328-1353, September.
    40. Qing Li & Yanrui Wu, 2023. "ICT, technological diffusion and economic growth in Chinese cities," Empirical Economics, Springer, vol. 64(4), pages 1737-1768, April.
    41. Jinhyung Lee & Jeffrey S. McCullough & Robert J. Town, 2013. "The impact of health information technology on hospital productivity," RAND Journal of Economics, RAND Corporation, vol. 44(3), pages 545-568, September.
    42. Elena Lucchese, 2020. "Where are you? The problem of location during emergencies," Working Papers 439, University of Milano-Bicocca, Department of Economics, revised Apr 2020.
    43. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    44. Ricardo Alonso & Wouter Dessein & Niko Matouschek, 2015. "Organizing to Adapt and Compete," American Economic Journal: Microeconomics, American Economic Association, vol. 7(2), pages 158-187, May.
    45. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
    46. Garicano, Luis & Heaton, Paul, 2007. "Information technology, organization, and productivity in the public sector: evidence from police departments," LSE Research Online Documents on Economics 19686, London School of Economics and Political Science, LSE Library.
    47. Chun, Hyunbae & Kim, Jung-Wook & Morck, Randall & Yeung, Bernard, 2008. "Creative destruction and firm-specific performance heterogeneity," Journal of Financial Economics, Elsevier, vol. 89(1), pages 109-135, July.
    48. Yue Guo & Fu Xin & Xiaotong Li, 2020. "The market impacts of sharing economy entrants: evidence from USA and China," Electronic Commerce Research, Springer, vol. 20(3), pages 629-649, September.
    49. Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang, 2016. "Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index," Papers 1603.09326, arXiv.org, revised Aug 2024.
    50. Ann P. Bartel & Casey Ichniowski & Kathryn L. Shaw, 2005. "How Does Information Technology Really Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement and Worker Skills," NBER Working Papers 11773, National Bureau of Economic Research, Inc.
    51. David, Guy & Harrington, Scott E., 2010. "Population density and racial differences in the performance of emergency medical services," Journal of Health Economics, Elsevier, vol. 29(4), pages 603-615, July.
    52. Seth Freedman & Haizhen Lin & Jeffrey Prince, 2018. "Information Technology and Patient Health: Analyzing Outcomes, Populations, and Mechanisms," American Journal of Health Economics, University of Chicago Press, vol. 4(1), pages 51-79, Winter.
    53. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    54. Thomas N. Hubbard, 2001. "Information, Decisions, and Productivity: On-Board Computers and Capacity Utilization in Trucking," NBER Working Papers 8525, National Bureau of Economic Research, Inc.
    55. Marco Capasso & Nelson Correa, 2010. "ICT and Knowledge Complementarities: A Factor Analysis on Growth," Chapters, in: Mario Cimoli & André A. Hofman & Nanno Mulder (ed.), Innovation and Economic Development, chapter 8, Edward Elgar Publishing.
    56. Ann Bartel & Casey Ichniowski & Kathryn Shaw & Ricardo Correa, 2007. "International Differences in the Adoption and Impact of New Information Technologies and New HR Practices: The Valve-Making Industry in the U.S. and U.K," NBER Working Papers 13651, National Bureau of Economic Research, Inc.
    57. Lamar Pierce & Daniel C. Snow & Andrew McAfee, 2015. "Cleaning House: The Impact of Information Technology Monitoring on Employee Theft and Productivity," Management Science, INFORMS, vol. 61(10), pages 2299-2319, October.
    58. Steven Stern & Elizabeth Merwin & Emily Hauenstein & Ivora Hinton & Virgina Rovnyak & Melvin Wilson & Ishan Williams & Irma Mahone, 2008. "The E¤ect of Rurality on Mental and Physical Health," Virginia Economics Online Papers 381, University of Virginia, Department of Economics.
    59. Lokshin, B. & Carree, M.A. & Belderbos, R.A., 2004. "Testing for complementarity and substitutability in case of multiple practices," Research Memorandum 002, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    60. Jason Chan & Anindya Ghose, 2012. "Internet's Dirty Secret: Assessing the Impact of Online Intermediaries on the Outbreak of Sexually Transmitted Diseases," Working Papers 12-07, NET Institute, revised Sep 2012.
    61. Elizabeth Ty Wilde, 2013. "Do Emergency Medical System Response Times Matter For Health Outcomes?," Health Economics, John Wiley & Sons, Ltd., vol. 22(7), pages 790-806, July.
    62. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    63. David Kaplan & Eduardo Piedra & Enrique Seira, 2006. "Are Burdensome Registration Procedures an Important Barrier on Firm Creation? Evidence from Mexico," Discussion Papers 06-013, Stanford Institute for Economic Policy Research.
    64. Seth Freedman & Haizhen Lin & Jeffrey T. Prince, 2014. "Information Technology and Patient Health: An Expanded Analysis of Outcomes, Populations, and Mechanisms," Working Papers 2014-02, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    65. Chris Forman & Anindya Ghose & Batia Wiesenfeld, 2008. "Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets," Information Systems Research, INFORMS, vol. 19(3), pages 291-313, September.
    66. Ferreira, Susana, 2010. "An analysis of the determinants of flood damages," 2011 Annual Meeting, February 5-8, 2011, Corpus Christi, Texas 98381, Southern Agricultural Economics Association.
    67. Bresnahan, Timothy, 2010. "General Purpose Technologies," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 761-791, Elsevier.

  86. Athey,S. & Haile,P.A., 2000. "Identification of standard auction models," Working papers 13, Wisconsin Madison - Social Systems.

    Cited by:

    1. Nathan Canen & Kristopher Ramsay, 2023. "Quantifying Theory in Politics: Identification, Interpretation and the Role of Structural Methods," Papers 2302.01897, arXiv.org.
    2. Moshe Shaked & Miguel A. Sordo & Alfonso Suárez-Llorens, 2012. "Global Dependence Stochastic Orders," Methodology and Computing in Applied Probability, Springer, vol. 14(3), pages 617-648, September.
    3. Victor Aguirregabiria & Margaret Slade, 2017. "Empirical models of firms and industries," Canadian Journal of Economics, Canadian Economics Association, vol. 50(5), pages 1445-1488, December.
    4. Daniel Quint, 2017. "Common Values and Low Reserve Prices," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 363-396, June.
    5. Laurent Lamy, 2007. "The Econometrics of Auctions with Asymmetric Anonymous Bidders," Working Papers 2007-24, Center for Research in Economics and Statistics.
    6. David Grether & David Porter & Matthew Shum, 2011. "Intimidation or Impatience? Jump Bidding in On-line Ascending Automobile Auctions," Working Papers 11-07, Chapman University, Economic Science Institute.
    7. Vivek Bhattacharya & James W. Roberts & Andrew Sweeting, 2013. "Regulating Bidder Participation in Auctions," NBER Working Papers 19352, National Bureau of Economic Research, Inc.
    8. Yao Luo & Peijun Sang & Ruli Xiao, 2024. "Order Statistics Approaches to Unobserved Heterogeneity in Auctions," Working Papers tecipa-776, University of Toronto, Department of Economics.
    9. Jun, Sung Jae & Pinkse, Joris, 2024. "An information–Theoretic approach to partially identified auction models," Journal of Econometrics, Elsevier, vol. 238(2).
    10. Susan Athey & Philip A. Haile, 2006. "Empirical Models of Auctions," Cowles Foundation Discussion Papers 1562, Cowles Foundation for Research in Economics, Yale University.
    11. Enache, Andreea & Florens, Jean-Pierre & Sbai, Erwann, 2023. "A functional estimation approach to the first-price auction models," Journal of Econometrics, Elsevier, vol. 235(2), pages 1564-1588.
    12. Yusuke Matsuki, 2016. "A Distribution-Free Test of Monotonicity with an Application to Auctions," Working Papers e110, Tokyo Center for Economic Research.
    13. Marmer, Vadim & Shneyerov, Artyom & Xu, Pai, 2013. "What model for entry in first-price auctions? A nonparametric approach," Journal of Econometrics, Elsevier, vol. 176(1), pages 46-58.
    14. Katharina Sailer, 2006. "Searching the eBay Marketplace," CESifo Working Paper Series 1848, CESifo.
    15. Stowasser, Till & Englmaier, Stowasser & Schmöller, Arno, 2016. "Determinants and Effects of Reserve Prices in Auctions," VfS Annual Conference 2016 (Augsburg): Demographic Change 145540, Verein für Socialpolitik / German Economic Association.
    16. Hanming Fang & Xun Tang, 2013. "Inference of Bidders' Risk Attitudes in Ascending Auctions with Endogenous Entry," NBER Working Papers 19435, National Bureau of Economic Research, Inc.
    17. Stefan Seifert & Silke Hüttel, 2023. "Is there a risk of a winner’s curse in farmland auctions?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(3), pages 1140-1177.
    18. Olivier Armantier & Erwann SbaÏ, 2006. "Estimation and comparison of treasury auction formats when bidders are asymmetric," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 745-779, September.
    19. Donna, Javier & Espin-Sanchez, Jose, 2014. "Complements and Substitutes in Sequential Auctions: The Case of Water Auctions," MPRA Paper 55079, University Library of Munich, Germany.
    20. Matthew A. Masten & Alexandre Poirier, 2018. "Interpreting Quantile Independence," Papers 1804.10957, arXiv.org.
    21. Susan Athey & Dominic Coey & Jonathan Levin, 2011. "Set-Asides and Subsidies in Auctions," Discussion Papers 10-017, Stanford Institute for Economic Policy Research.
    22. Antonio Merlo & Xun Tang, 2009. "Identification of Stochastic Sequential Bargaining Models," PIER Working Paper Archive 09-037, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    23. Tong Li & Xiaoyong Zheng, 2006. "Entry and competition effects in first-price auctions: theory and evidence from procurement auctions," CeMMAP working papers CWP13/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    24. Victor Aguirregabiria, 2021. "Identification of firms’ beliefs in structural models of market competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 5-33, February.
    25. JoonHwan Cho & Yao Luo & Ruli Xiao, 2022. "Deconvolution from Two Order Statistics," Working Papers tecipa-739, University of Toronto, Department of Economics.
    26. John K. Horowitz & Lori Lynch & Andrew Stocking, 2009. "Competition-Based Environmental Policy: An Analysis of Farmland Preservation in Maryland," Land Economics, University of Wisconsin Press, vol. 85(4), pages 555-575.
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    Cited by:

    1. Leandro Arozamena & Estelle Cantillon, 2004. "Investment Incentives in Procurement Auctions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(1), pages 1-18.
    2. Leiponen, Aija, . "Essays in the Economics of Knowledge: Innovation, Collaboration, and Organizational Complementarities," ETLA A, The Research Institute of the Finnish Economy, number 31, June.
    3. Luis M. B. Cabral, 2000. "Dynamic Competition with No Efficiency Effect," Econometric Society World Congress 2000 Contributed Papers 0512, Econometric Society.
    4. Luis Cabral, 2000. "Increasing Dominance With No Efficiency Effect," Working Papers 00-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    5. Von der Fehr, Nils-Henrik M. & Fabra, Natalia & de Frutos, Maria-Angeles, 2008. "Investment Incentives and Auction Design in Electricity Markets," CEPR Discussion Papers 6626, C.E.P.R. Discussion Papers.

  88. Susan Athey & Kyle Bagwell, 1999. "Optimal Collusion with Private Information," Working papers 99-17, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Kyle Bagwell, 2004. "Collusion and Price Rigidity," Theory workshop papers 658612000000000081, UCLA Department of Economics.
    2. Kazuhiro Ohnishi, 2011. "Two-Stage Quantity-Setting Games and Tacit Collusion," Finnish Economic Papers, Finnish Economic Association, vol. 24(1), pages 64-77, Spring.
    3. Masaki Aoyagi, 2002. "Efficient Collusion in Repeated Auctions with Communication," ISER Discussion Paper 0566, Institute of Social and Economic Research, Osaka University.
    4. Gary-Bobo, Robert J. & Jaaidane, Touria, 2014. "Strikes and slowdown in a theory of relational contracts," European Journal of Political Economy, Elsevier, vol. 36(C), pages 89-116.
    5. Ken Hendricks & Robert Porter & Guofu Tan, 2008. "Bidding rings and the winner's curse," RAND Journal of Economics, RAND Corporation, vol. 39(4), pages 1018-1041, December.
    6. Devesh Rustagi & Markus Kroell, 2022. "Measuring Honesty and Explaining Adulteration in Naturally Occurring Markets," Discussion Papers 2022-03, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    7. Drew Fudenberg & David K Levine & Satoru Takahashi, 2004. "Perfect Public Equilibrium When Players are Patient," Levine's Working Paper Archive 618897000000000865, David K. Levine.
    8. Yu Awaya, 2019. "Collusion and Information Exchange," The Japanese Economic Review, Springer, vol. 70(3), pages 394-402, September.
    9. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Competition Policy Center, Working Paper Series qt9pt7p9bm, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
    10. Julien Sauvagnat, 2015. "Prosecution and Leniency Programs: The Role of Bluffing in Opening Investigations," Journal of Industrial Economics, Wiley Blackwell, vol. 63(2), pages 313-338, June.
    11. Wang, Cheng, 1995. "Dynamic Insurance with Private Information and Balanced Budgets," Staff General Research Papers Archive 5249, Iowa State University, Department of Economics.
    12. Joseph E. Harrington, Jr., 2003. "Cartel Pricing Dynamics in the Presence of an Antitrust Authority," Computing in Economics and Finance 2003 26, Society for Computational Economics.
    13. Etienne Billette de Villemeur & Laurent Flochel & Bruno Versaevel, 2013. "Optimal collusion with limited liability," International Journal of Economic Theory, The International Society for Economic Theory, vol. 9(3), pages 203-227, September.
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    1. Rau, P. Raghavendra & Sandvik, Jason & Vermaelen, Theo, 2024. "IPO price formation and board gender diversity," Journal of Corporate Finance, Elsevier, vol. 88(C).
    2. Costa, Dora L. & Kahn, Matthew E., 2006. "Forging a New Identity: The Costs and Benefits of Diversity in Civil War Combat Units for Black Slaves and Freemen," The Journal of Economic History, Cambridge University Press, vol. 66(4), pages 936-962, December.
    3. Jasmin Droege, 2022. "First impression biases in the performing arts: taste-based discrimination and the value of blind auditioning," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(3), pages 391-437, September.
    4. Astrid Kunze & Amalia R. Miller, 2014. "Women Helping Women? Evidence from Private Sector Data on Workplace Hierarchies," NBER Working Papers 20761, National Bureau of Economic Research, Inc.
    5. Oliver Gürtler & Lennart Struth, 2021. "Do Workers Benefit from Wage Transparency Rules?," ECONtribute Discussion Papers Series 105, University of Bonn and University of Cologne, Germany.
    6. Andrea Garnero, 2015. "Workforce diversity, productivity and wages in France: the role of managers vs. the proprietary structure of the firm," Working Papers CEB 15-039, ULB -- Universite Libre de Bruxelles.
    7. Steven Bednar & Dora Gicheva, 2019. "Workplace Support and Diversity in the Market for Public School Teachers," Education Finance and Policy, MIT Press, vol. 14(2), pages 272-297, Spring.
    8. David Masclet & Emmanuel Peterle & Sophie Larribeau, 2012. "The Role of Information in Deterring Discrimination: A New Experimental Evidence of Statistical Discrimination," Economics Working Paper Archive (University of Rennes & University of Caen) 201238, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    9. Harry Holzer & David Neumark, 1999. "Assessing Affirmative Action," NBER Working Papers 7323, National Bureau of Economic Research, Inc.
    10. Giuliano, Laura & Ransom, Michael R., 2011. "Manager Ethnicity and Employment Segregation," IZA Discussion Papers 5437, Institute of Labor Economics (IZA).
    11. Viktor Bozhinov & Jasmin Joecks & Katrin Scharfenkamp, 2021. "Gender spillovers from supervisory boards to management boards," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(5), pages 1317-1331, July.
    12. Osório, António (António Miguel), 2021. "The society gendered equilibrium: in search for an economic rationale," Working Papers 2072/534913, Universitat Rovira i Virgili, Department of Economics.
    13. J. Ignacio Conde-Ruiz & Juan José Ganuza & Paola Profeta, 2021. "Statistical Discrimination and Committees," Working Papers 2021-06, FEDEA.
    14. John Morgan & Felix Várdy, 2009. "Diversity in the Workplace," American Economic Review, American Economic Association, vol. 99(1), pages 472-485, March.
    15. Aliza N. Husain & David A. Matsa & Amalia R. Miller, 2018. "Do Male Workers Prefer Male Leaders? An Analysis of Principals' Effects on Teacher Retention," NBER Working Papers 25263, National Bureau of Economic Research, Inc.
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    23. Kurtulus, Fidan Ana & Tomaskovic-Devey, Donald, 2012. "Do Women Top Managers Help Women Advance? A Panel Study Using EEO-1 Records," IZA Discussion Papers 6444, Institute of Labor Economics (IZA).
    24. Truc (Peter) Do & Kathleen Herbohn, 2024. "The impact of board ethnic diversity and Chief Executive Officer role on corporate social responsibility," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 575-605, March.
    25. Quaresima, Federico, 2019. "Patronage Appointments between Politics and Public Governance: a Review," MPRA Paper 94650, University Library of Munich, Germany.
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    28. Dickinson, David L. & Masclet, David & Peterle, Emmanuel, 2017. "Discrimination as Favoritism: The Private Benefits and Social Costs of In-group Favoritism in an Experimental Labor Market," IZA Discussion Papers 10599, Institute of Labor Economics (IZA).
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    33. Bieberstein, Frauke von & Jaussi, Stefanie & Vogel, Claudia, 2020. "Challenge-seeking and the gender wage gap: A lab-in-the-field experiment with cleaning personnel," Journal of Economic Behavior & Organization, Elsevier, vol. 175(C), pages 251-277.
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    35. Mukhammadyusuf Shaymardanov & Suvi Heikkinen & Anna-Maija Lämsä, 2023. "Social Networks of Women in Organizations: Evolution of Research and Future Research Agenda," South Asian Journal of Business and Management Cases, , vol. 12(1), pages 97-112, April.
    36. Bednar, Steven & Gicheva, Dora & Link, Albert, 2019. "Innovative Activity and Gender Dynamics," UNCG Economics Working Papers 19-11, University of North Carolina at Greensboro, Department of Economics.
    37. Nina Smith & Valdemar Smith & Mette Verner, 2013. "Why are So Few Females Promoted into CEO and Vice President Positions? Danish Empirical Evidence, 1997–2007," ILR Review, Cornell University, ILR School, vol. 66(2), pages 380-408, April.
    38. Oxoby, Robert J., 2014. "Social inference and occupational choice: Type-based beliefs in a Bayesian model of class formation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 51(C), pages 30-37.
    39. Ettore Damiano & Hao Li & Wing Suen, 2010. "First In Village Or Second In Rome?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(1), pages 263-288, February.
    40. Laura Giuliano & David I. Levine & Jonathon Leonard, 2006. "Manager Race and the Race of New Hires," Working Papers 0722, University of Miami, Department of Economics.
    41. Steinar Holden & Åsa Rosén, 2014. "Discrimination And Employment Protection," Journal of the European Economic Association, European Economic Association, vol. 12(6), pages 1676-1699, December.
    42. Wasserman, Melanie & Gallen, Yana, 2021. "Informed Choices: Gender Gaps in Career Advice," CEPR Discussion Papers 15728, C.E.P.R. Discussion Papers.
    43. Lena E. Hensvik, 2014. "Manager Impartiality: Worker-Firm Matching and the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 395-421, April.
    44. Stéphanie Combes & Pauline Givord, 2018. "Selective matching: gender gap and network formation in research," Working Papers 2018-07, Center for Research in Economics and Statistics.
    45. Valeska Groenert & Christina Rott & Jordi Brandts, 2015. "The Impact of Advice on Women’s and Men’s Selection into Competition," Working Papers 663, Barcelona School of Economics.
    46. Sebastian Berger & Christoph Feldhaus & Axel Ockenfels, 2018. "A shared identity promotes herding in an information cascade game," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 4(1), pages 63-72, July.
    47. David Bjerk, 2008. "Glass Ceilings or Sticky Floors? Statistical Discrimination in a Dynamic Model of Hiring and Promotion," Economic Journal, Royal Economic Society, vol. 118(530), pages 961-982, July.
    48. Oxoby, Robert J., 2008. "Skill uncertainty and social inference," Labour Economics, Elsevier, vol. 15(3), pages 400-405, June.
    49. Jed DeVaro & Suman Ghosh & Cindy Zoghi, 2018. "Job Characteristics and Labor Market Discrimination in Promotions," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(3), pages 389-434, July.
    50. Harry J. Holzer & David Neumark, 2006. "Affirmative action: What do we know?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 25(2), pages 463-490.
    51. Ozerturk, Saltuk, 2016. "Minority perception of exclusion and promotion hurdles," Economics Letters, Elsevier, vol. 141(C), pages 55-59.
    52. Elena Ashtari Tafti & Mimosa Distefano & Tetyana Surovtseva, 2024. "Gender, careers and peers' gender mix," CEP Discussion Papers dp2008, Centre for Economic Performance, LSE.
    53. M. Andrew Fields & Phyllis Y. Keys, 2003. "The Emergence of Corporate Governance from Wall St. to Main St.: Outside Directors, Board Diversity, Earnings Management, and Managerial Incentives to Bear Risk," The Financial Review, Eastern Finance Association, vol. 38(1), pages 1-24, February.
    54. Bell, Linda A., 2005. "Women-Led Firms and the Gender Gap in Top Executive Jobs," IZA Discussion Papers 1689, Institute of Labor Economics (IZA).
    55. Federico Quaresima & Fabio Fiorillo, 2017. "The patronage effect: a theoretical perspective of patronage and political selection," Working papers 63, Società Italiana di Economia Pubblica.
    56. Jason Sockin, 2022. "Show Me the Amenity: Are Higher-Paying Firms Better All Around?," CESifo Working Paper Series 9842, CESifo.
    57. Hensvik, Lena, 2011. "Manager impartiality? Worker-firm matching and the gender wage gap," Working Paper Series 2011:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    58. Fidan Ana Kurtulus, 2015. "The Impact of Affirmative Action on the Employment of Minorities and Women over Three Decades: 1973-2003," Upjohn Working Papers 15-221, W.E. Upjohn Institute for Employment Research.
    59. António Osório, 2019. "Gender differences in competition: gender equality and cost reduction policies," Review of Economic Design, Springer;Society for Economic Design, vol. 23(1), pages 27-52, June.
    60. Biasi, Barbara & Sarsons, Heather, 2020. "Flexible Wages, Bargaining, and the Gender Gap," IZA Discussion Papers 13754, Institute of Labor Economics (IZA).
    61. Malin Arve & Justin Valasek & Justin Mattias Valasek, 2023. "Underrepresentation, Quotas and Quality: A Dynamic Argument for Reform," CESifo Working Paper Series 10437, CESifo.
    62. David S. Lyle & John Z. Smith, 2014. "The Effect of High-Performing Mentors on Junior Officer Promotion in the US Army," Journal of Labor Economics, University of Chicago Press, vol. 32(2), pages 229-258.
    63. Cassidy, Hugh & DeVaro, Jed & Kauhanen, Antti, 2016. "Promotion signaling, gender, and turnover: New theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 140-166.
    64. Raghuram Iyengar & Andrew Schotter, 2008. "Learning under supervision: an experimental study," Experimental Economics, Springer;Economic Science Association, vol. 11(2), pages 154-173, June.
    65. McGinnity, Frances & Quinn, Emma & McCullough, Evie & Enright, Shannen, 2021. "Measures to combat racial discrimination and promote diversity in the labour market: A review of evidence," Research Series, Economic and Social Research Institute (ESRI), number SUSTAT110.
    66. Susan Payne Carter & Whitney Dudley & David S. Lyle & John Z. Smith, 2016. "Who's the Boss? The Effect of Strong Leadership on Employee Turnover," NBER Working Papers 22383, National Bureau of Economic Research, Inc.
    67. Illong Kwon & Eva Meyersson Milgrom, "undated". "Working for Female Managers: Gender Hierarchy in the Workplace," Discussion Papers 09-006, Stanford Institute for Economic Policy Research.
    68. Dinarte Diaz,Lelys Ileana, 2020. "Peer Effects on Violence : Experimental Evidence from El Salvador," Policy Research Working Paper Series 9187, The World Bank.
    69. Mich'le M'ller-Itten & Aniko Ory, 2017. "Mentoring and the Dynamics of Affirmative Action," Cowles Foundation Discussion Papers 2112, Cowles Foundation for Research in Economics, Yale University.
    70. Fidan Ana Kurtulus & Donald Tomaskovic-Devey, 2011. "Do Women Top Managers Help Women Advance? A Panel Study Using EEO-1 Records," UMASS Amherst Economics Working Papers 2011-14, University of Massachusetts Amherst, Department of Economics.
    71. Giulia La Mattina & Gabriel Picone & Alban Ahoure & Jose Carlos Kimou, 2017. "Female leaders and gender gaps within the firm: Evidence from three sub-Saharan African countries," WIDER Working Paper Series wp-2017-63, World Institute for Development Economic Research (UNU-WIDER).
    72. Carvalho, Jean-Paul & Pradelski, Bary SR, 2022. "Identity and underrepresentation: Interactions between race and gender," Journal of Public Economics, Elsevier, vol. 216(C).
    73. Osorio, António (António Miguel), 2019. "Gender differences in competition: gender equality and cost reduction policies," Working Papers 2072/351587, Universitat Rovira i Virgili, Department of Economics.

  90. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.

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    1. Michael J. Leiblein & Jeffrey J. Reuer & Todd Zenger, 2018. "What Makes a Decision Strategic?," Strategy Science, INFORMS, vol. 3(4), pages 558-573, December.
    2. Santiago-Rodriguez, Fernando, 2010. "Human resource management and learning for innovation: pharmaceuticals in Mexico," MERIT Working Papers 2010-002, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Priit Vahter & Maaja Vadi, 2022. "The Relationship Of Technological And Organizational Innovation With Firm Performance: Opening The Black Box Of Dynamic Complementarities," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 138, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    4. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    5. Spyros Arvanitis & Boris Lokshin & Pierre Mohnen & Martin Woerter, 2015. "Impact of External Knowledge Acquisition Strategies on Innovation: A Comparative Study Based on Dutch and Swiss Panel Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 46(4), pages 359-382, June.
    6. Veugelers, Reinhilde & Cassiman, Bruno, 2002. "Complementarity in the Innovation Strategy: Internal R&D, External Technology Acquisition and Cooperation," CEPR Discussion Papers 3284, C.E.P.R. Discussion Papers.
    7. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    8. Arrunada, Benito & Garicano, Luis & Vazquez, Luis, 2001. "Contractual Allocation of Decision Rights and Incentives: The Case of Automobile Distribution," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 17(1), pages 257-284, April.
    9. Eduardo Morales & Gloria Sheu & Andrés Zahler, 2014. "Gravity and Extended Gravity: Using Moment Inequalities to Estimate a Model of Export Entry," NBER Working Papers 19916, National Bureau of Economic Research, Inc.
    10. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    11. Nathalie Greenan & Jacques Mairesse, 1999. "Organizational Change in French Manufacturing: What Do We Learn From Firm Representatives and From Their Employees?," NBER Working Papers 7285, National Bureau of Economic Research, Inc.
    12. Nicholas Bloom & John Van Reenen, 2010. "Human Resource Management and Productivity," NBER Working Papers 16019, National Bureau of Economic Research, Inc.
    13. Nathalie Greenan & Yannick L'Horty, 2002. "Le paradoxe de la productivité," Post-Print halshs-00918037, HAL.
    14. Rajeev K. Goel & Devrim Göktepe-Hultén & Christoph Grimpe, 2017. "Who instigates university–industry collaborations? University scientists versus firm employees," Small Business Economics, Springer, vol. 48(3), pages 503-524, March.
    15. Leiponen, Aija, . "Essays in the Economics of Knowledge: Innovation, Collaboration, and Organizational Complementarities," ETLA A, The Research Institute of the Finnish Economy, number 31, June.
    16. Hennessy, David A., 2003. "Property Rights, Productivity, and the Nature of Noncontractible Actions in a Franchise System," Staff General Research Papers Archive 11750, Iowa State University, Department of Economics.
    17. Phillipe Aghion & Nicholas Bloom & John Van Reenen, 2013. "Incomplete Contracts and the Internal Organisation of Firms," CEP Occasional Papers 36, Centre for Economic Performance, LSE.
    18. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.
    19. Barge-Gil, Andrés & López, Alberto, 2013. "R&D and productivity: In search of complementarity between research and development activities," MPRA Paper 43808, University Library of Munich, Germany.
    20. Paola Giuri & Salvatore Torrisi & Natalia Zinovyeva, 2005. "ICT, Skills and Organisational Change: Evidence from a Panel of Italian Manufacturing Firms," LEM Papers Series 2005/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    21. Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
    22. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    23. Kocher, Martin & Dittrich, Dennis, 2006. "Monitoring and Pay: An Experiment on Employee under Endogenous Supervision," CEPR Discussion Papers 5962, C.E.P.R. Discussion Papers.
    24. Hou, Jun & Mohnen, Pierre, 2013. "Complementarity between internal knowledge creation and external knowledge sourcing in developing countries," MERIT Working Papers 2013-010, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    25. Isabel Maria Bodas Freitas, 2011. "Technological learning environments and organizational practices. Cross sectoral evidence from Britain," Grenoble Ecole de Management (Post-Print) hal-01487495, HAL.
    26. Mohnen, Pierre & Roeller, Lars-Hendrik, 2003. "Complementarities in Innovation Policy," Research Memorandum 025, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    27. Grimpe, Christoph, 2012. "Extramural research grants and scientists’ funding strategies: Beggars cannot be choosers?," Research Policy, Elsevier, vol. 41(8), pages 1448-1460.
    28. Fischer, Timo & Henkel, Joachim, 2013. "Complements and substitutes in profiting from innovation—A choice experimental approach," Research Policy, Elsevier, vol. 42(2), pages 326-339.
    29. Susan Athey & Scott Stern, 2000. "The Impact of Information Technology on Emergency Health Care Outcomes," NBER Working Papers 7887, National Bureau of Economic Research, Inc.
    30. Chia-Lin CHANG & Stéphane ROBIN, 2006. "Knowledge sourcing and firm performance in an industrializing economy: the case of Taiwan in the 1990s," Working Papers of BETA 2006-33, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    31. López, Alberto, 2012. "Productivity effects of ICTs and organizational change: A test of the complementarity hypothesis in Spain," MPRA Paper 40400, University Library of Munich, Germany.
    32. Miravete, Eugenio & Pernías, Jose C, 2004. "Innovation Complimentarity and Scale of Production," CEPR Discussion Papers 4483, C.E.P.R. Discussion Papers.
    33. Stanton, Christopher T. & Sandvik, Jason & Saouma, Richard & Seegert, Nathan, 2020. "Workplace Knowledge Flows," CEPR Discussion Papers 14299, C.E.P.R. Discussion Papers.
    34. Patricia Crifo & Marc-Arthur Diaye & Sanja Pekovic, 2016. "CSR related management practices and Firm Performance," Post-Print hal-01278585, HAL.
    35. Bin Huang & Todd M. Schmit & Xiangzhi Kong, 2022. "Higher Member Heterogeneity imporoves Cooperative Performance? Evidence from Cooperative Unions in China," Applied Economics and Policy Working Paper Series 322843, Cornell University, Department of Applied Economics and Management.
    36. Bruno Cassiman & Giovanni Valentini, 2016. "Open innovation: Are inbound and outbound knowledge flows really complementary?," Strategic Management Journal, Wiley Blackwell, vol. 37(6), pages 1034-1046, June.
    37. Charles Hoffreumon & Chris Forman & Nicolas van Zeebroeck, 2024. "Make or buy your artificial intelligence? Complementarities in technology sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 452-479, March.
    38. Shakina, Elena & Parshakov, Petr & Alsufiev, Artem, 2021. "Rethinking the corporate digital divide: The complementarity of technologies and the demand for digital skills," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    39. Bauer, Thomas K. & Bender, Stefan, 2004. "Technological change, organizational change, and job turnover," Labour Economics, Elsevier, vol. 11(3), pages 265-291, June.
    40. Nathalie Greenan & Emmanuelle Walkowiak, 2005. "Informatique, organisation du travail et intéractions sociales," Econometrics 0505008, University Library of Munich, Germany.
    41. Rasel, Fabienne, 2014. "Combining technology and work organization: An analysis of complementarity between IT and decentralization across firms of different size," ZEW Discussion Papers 14-071, ZEW - Leibniz Centre for European Economic Research.
    42. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    43. Brent Boning & Casey Ichniowski & Kathryn Shaw, 2007. "Opportunity Counts: Teams and the Effectiveness of Production Incentives," Journal of Labor Economics, University of Chicago Press, vol. 25(4), pages 613-650.
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    6. Garrouste, Pierre & Saussier, Stephane, 2005. "Looking for a theory of the firm: Future challenges," Journal of Economic Behavior & Organization, Elsevier, vol. 58(2), pages 178-199, October.
    7. Spyros Arvanitis & Boris Lokshin & Pierre Mohnen & Martin Woerter, 2015. "Impact of External Knowledge Acquisition Strategies on Innovation: A Comparative Study Based on Dutch and Swiss Panel Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 46(4), pages 359-382, June.
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    44. Doan, Quang Hung & Vu, Hoang Nam, 2016. "Networks of Enterprises and Innovations: Evidence from SMEs in Vietnam," MPRA Paper 70591, University Library of Munich, Germany.
    45. Charles Hoffreumon & Chris Forman & Nicolas van Zeebroeck, 2024. "Make or buy your artificial intelligence? Complementarities in technology sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 452-479, March.
    46. Shakina, Elena & Parshakov, Petr & Alsufiev, Artem, 2021. "Rethinking the corporate digital divide: The complementarity of technologies and the demand for digital skills," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
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    54. Avner Ben-Ner & Fanmin Kong & Stephanie Lluis, "undated". "Uncertainty and Organization Design," Working Papers 0107, Human Resources and Labor Studies, University of Minnesota (Twin Cities Campus).
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    226. Beggs, A.W., 2015. "Regularity and robustness in monotone Bayesian games," Journal of Mathematical Economics, Elsevier, vol. 60(C), pages 145-158.
    227. Stephan Lauermann & Andre Speit, 2023. "Bidding in Common‐Value Auctions With an Unknown Number of Competitors," Econometrica, Econometric Society, vol. 91(2), pages 493-527, March.
    228. Yonatan Gur & Lijian Lu & Gabriel Y. Weintraub, 2017. "Framework Agreements in Procurement: An Auction Model and Design Recommendations," Manufacturing & Service Operations Management, INFORMS, vol. 19(4), pages 586-603, October.
    229. Chen, Jiakai, 2021. "LIBOR's poker," Journal of Financial Markets, Elsevier, vol. 55(C).
    230. JoonHwan Cho & Yao Luo & Ruli Xiao, 2024. "Deconvolution from two order statistics," Papers 2403.17777, arXiv.org.
    231. Stephan Lauermann & Asher Wolinsky, 2021. "A Common-Value Auction with State-Dependent Participation," ECONtribute Discussion Papers Series 103, University of Bonn and University of Cologne, Germany.
    232. Ignacio Esponda, 2008. "Information feedback in first price auctions," RAND Journal of Economics, RAND Corporation, vol. 39(2), pages 491-508, June.
    233. Alan Beggs & A.W. Beggs, 2011. "Regularity and Stability in Monotone Bayesian Games," Economics Series Working Papers 587, University of Oxford, Department of Economics.
    234. Michal Bresky, 2008. "Pure Equilibrium Strategies in Multi-unit Auctions with Private Value Bidders," CERGE-EI Working Papers wp376, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    235. Rosa, Benjamin, 2016. "Subcontracting Requirements and the Cost of Government Procurement," MPRA Paper 77392, University Library of Munich, Germany.
    236. Daley, Brendan & Sadowski, Philipp, 2017. "Magical thinking: A representation result," Theoretical Economics, Econometric Society, vol. 12(2), May.
    237. Parreiras, Sérgio O. & Rubinchik, Anna, 2010. "Contests with three or more heterogeneous agents," Games and Economic Behavior, Elsevier, vol. 68(2), pages 703-715, March.
    238. Thomas Borek & Stefan Buehler & Armin Schmutzler, 2004. "Mergers under Asymmetric Information � Is there a Lemons Problem?," SOI - Working Papers 0408, Socioeconomic Institute - University of Zurich.
    239. Paulo Barelli & John Duggan, 2011. "Extremal Choice Equilibrium: Existence and Purification with Infinite-Dimensional Externalities," RCER Working Papers 567, University of Rochester - Center for Economic Research (RCER).
    240. Oriol Carbonell-Nicolau, 2021. "Perfect equilibria in games of incomplete information," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(4), pages 1591-1648, June.
    241. Martin Bichler & Nils Kohring & Stefan Heidekrüger, 2023. "Learning Equilibria in Asymmetric Auction Games," INFORMS Journal on Computing, INFORMS, vol. 35(3), pages 523-542, May.
    242. Thomas Borek & Stefan Buehler & Armin Schmutzler, 2002. "Weddings with Uncertain Prospects � Mergers under Asymmetric Information," SOI - Working Papers 0213, Socioeconomic Institute - University of Zurich, revised Feb 2004.
    243. Tian, Guoqiang & Xiao, Mingjun, 2007. "Endogenous Information Acquisition on Opponents' Valuations in Multidimensional First Price Auctions," MPRA Paper 41214, University Library of Munich, Germany, revised Jan 2010.
    244. Liu, Nianqing & Vuong, Quang & Xu, Haiqing, 2017. "Rationalization and identification of binary games with correlated types," Journal of Econometrics, Elsevier, vol. 201(2), pages 249-268.
    245. Pycia, Marek & Woodward, Kyle, 2021. "Auctions of Homogeneous Goods: A Case for Pay-as-Bid," CEPR Discussion Papers 15656, C.E.P.R. Discussion Papers.
    246. Man Yu & Hyun-Soo Ahn & Roman Kapuscinski, 2015. "Rationing Capacity in Advance Selling to Signal Quality," Management Science, INFORMS, vol. 61(3), pages 560-577, March.
    247. Benoît Sévi & Fabrice Yafil, 2005. "A special case of self-protection: The choice of a lawyer," Economics Bulletin, AccessEcon, vol. 4(6), pages 1-8.
    248. Nikolai Kukushkin, 2013. "Monotone comparative statics: changes in preferences versus changes in the feasible set," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 52(3), pages 1039-1060, April.
    249. Feess, Eberhard & Muehlheusser, Gerd & Walzl, Markus, 2002. "When Bidding More is Not Enough: All-Pay Auctions with Handicaps," Bonn Econ Discussion Papers 14/2002, University of Bonn, Bonn Graduate School of Economics (BGSE).
    250. Lee, Kyounghun & Oh, Frederick Dongchuhl, 2021. "Public information and global games with strategic complements and substitutes," Economics Letters, Elsevier, vol. 199(C).
    251. Rabia Nessah & Guoqiang Tian, 2008. "The Existence of Equilibria in Discontinuous and Nonconvex Games," Working Papers 2008-ECO-14, IESEG School of Management, revised Mar 2010.
    252. Idione Meneghel & Rabee Tourky, 2019. "On the Existence of Equilibrium in Bayesian Games Without Complementarities," Cowles Foundation Discussion Papers 2190, Cowles Foundation for Research in Economics, Yale University.
    253. Negin Golrezaei & Hamid Nazerzadeh, 2017. "Auctions with Dynamic Costly Information Acquisition," Operations Research, INFORMS, vol. 65(1), pages 130-144, February.
    254. Burkett, Justin, 2015. "Endogenous budget constraints in auctions," Journal of Economic Theory, Elsevier, vol. 158(PA), pages 1-20.
    255. Yang, Jie & Ma, Tieding & Ma, Kai & Yang, Bo & Guerrero, Josep M. & Liu, Zhixin, 2021. "Trading mechanism and pricing strategy of integrated energy systems based on credit rating and Bayesian game," Energy, Elsevier, vol. 232(C).
    256. Oriol Carbonell-Nicolau & Richard McLean, 2015. "On the Existence of Nash Equilibrium in Bayesian Games," Departmental Working Papers 201513, Rutgers University, Department of Economics.
    257. A. Alexander Elbittar, 2005. "Impact of Valuation Ranking Information on Bidding in First-Price," Microeconomics 0508008, University Library of Munich, Germany.
    258. Di Bartolomeo Giovanni & Hughes Hallett Andrew & Acocella Nicola, 2008. "Policy games, policy neutrality and Tinbergen controllability under rational expectations," wp.comunite 0034, Department of Communication, University of Teramo.
    259. Chi, Chang Koo, 2018. "An analysis of the two-bidder all-pay auction with common values," Discussion Paper Series in Economics 17/2018, Norwegian School of Economics, Department of Economics.
    260. Sağlam, Yiğit, 2012. "Structural Econometric Methods in Auctions: A Guide to the Literature," Working Paper Series 19224, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    261. Kotowski, Maciej H., 2018. "On asymmetric reserve prices," Theoretical Economics, Econometric Society, vol. 13(1), January.
    262. Kos, Nenad, 2012. "Communication and efficiency in auctions," Games and Economic Behavior, Elsevier, vol. 75(1), pages 233-249.
    263. Bodoh-Creed, Aaron L. & Hickman, Brent R., 2018. "College assignment as a large contest," Journal of Economic Theory, Elsevier, vol. 175(C), pages 88-126.
    264. Wambach, Achim & Gretschko, Vitali, 2013. "Auctions vs. Negotiations: The Case of Favoritism," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79774, Verein für Socialpolitik / German Economic Association.
    265. Eiichiro Kazumori, 2008. "A Strategic Theory of Markets," CARF F-Series CARF-F-143, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    266. Demeze-Jouatsa, Ghislain-Herman & Pongou, Roland & Tondji, Jean-Baptiste, 2021. "A Free and Fair Economy: A Game of Justice and Inclusion," Center for Mathematical Economics Working Papers 653, Center for Mathematical Economics, Bielefeld University.
    267. Ennio Bilancini & Leonardo Boncinelli, 2016. "Strict Nash equilibria in non-atomic games with strict single crossing in players (or types) and actions," Economic Theory Bulletin, Springer;Society for the Advancement of Economic Theory (SAET), vol. 4(1), pages 95-109, April.
    268. Martín-Rodríguez, María, 2018. "A dynamic monopoly with risk-averse consumers," Information Economics and Policy, Elsevier, vol. 43(C), pages 61-70.
    269. Shadmehr, Mehdi & Bernhardt, Dan, 2011. "Collective Action with Uncertain Payoffs: Coordination, Public Signals, and Punishment Dilemmas," American Political Science Review, Cambridge University Press, vol. 105(4), pages 829-851, November.
    270. Blumrosen, Liad & Feldman, Michal, 2013. "Mechanism design with a restricted action space," Games and Economic Behavior, Elsevier, vol. 82(C), pages 424-443.
    271. Seungjin Han & Alex Sam & Youngki Shin, 2021. "Designing a Competitive Monotone Signaling Equilibrium," Department of Economics Working Papers 2021-08, McMaster University.
    272. Leonardo Gambacorta & Luigi Guiso & Paolo Mistrulli & Andrea Pozzi & Anton Tsoy, 2017. "The Cost of Distorted Financial Advice - Evidence from the Mortgage Market," EIEF Working Papers Series 1713, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2017.
    273. Xi Chen & Binghui Peng, 2023. "Complexity of Equilibria in First-Price Auctions under General Tie-Breaking Rules," Papers 2303.16388, arXiv.org.
    274. Olivier Compte & Andrew Postlewaite, 2010. "Simple Auctions, Second Version," PIER Working Paper Archive 13-017, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Apr 2013.
    275. Aryal, Gaurab & Grundl, Serafin & Kim, Dong-Hyuk & Zhu, Yu, 2018. "Empirical relevance of ambiguity in first-price auctions," Journal of Econometrics, Elsevier, vol. 204(2), pages 189-206.
    276. Etro, Federico, 2017. "Research in economics and game theory. A 70th anniversary," Research in Economics, Elsevier, vol. 71(1), pages 1-7.

  96. Athey, S, 1996. "Comparative Statics under Uncertainty : Single Crossing Properties and Log-Supermodularity," Working papers 96-22, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Lones Smith, 2000. "Private Information and Trade Timing," American Economic Review, American Economic Association, vol. 90(4), pages 1012-1018, September.
    2. Athey, Susan & Levin, Jonathan, 2018. "The value of information in monotone decision problems," Research in Economics, Elsevier, vol. 72(1), pages 101-116.
    3. Hennessy, David A., 1997. "Short- And Long-Run Comparative Statics of Uncertainty, The," Staff General Research Papers Archive 10670, Iowa State University, Department of Economics.
    4. Federico Echenique, 2000. "Comparative Statics by Adaptive Dynamics and The Correspondence Principle," Econometric Society World Congress 2000 Contributed Papers 1906, Econometric Society.
    5. Michal Szkup, 2020. "Online Appendix to "Preventing Self-Fulfilling Debt Crises: A Global Games Approach"," Online Appendices 19-127, Review of Economic Dynamics.
    6. Mathias Dewatripont & Patrick Legros & Steven A. Matthews, 2003. "Moral Hazard and Capital Structure Dynamics," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 890-930, June.
    7. Susan Athey & Scott Stern, 1998. "An Empirical Framework for Testing Theories About Complimentarity in Organizational Design," NBER Working Papers 6600, National Bureau of Economic Research, Inc.
    8. Szkup, Michal, 2017. "Preventing Self-fulfilling debt crises," MPRA Paper 82754, University Library of Munich, Germany.
    9. Troyan, Peter, 2017. "Collusion and signaling in auctions with interdependent values," Journal of Economic Theory, Elsevier, vol. 170(C), pages 319-345.
    10. Jorge Ibarra-Salazar, 2005. "The Newsboy Model: Changes in Risk and Price," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 30(1), pages 99-109, June.
    11. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    12. Saak, Alexander E. & Hennessy, David A., 2001. "Location, Land Quality, And Rental Volatility," 2001 Annual meeting, August 5-8, Chicago, IL 20747, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Athey, Susan, 2002. "Monotone Comparative Statics Under Uncertainty," Scholarly Articles 3372263, Harvard University Department of Economics.
    14. Arthur Snow, 2000. "LeChatelier Effects for the Competitive Firm under Price Uncertainty," Southern Economic Journal, John Wiley & Sons, vol. 66(3), pages 715-728, January.
    15. McAdams, David, 2002. "Isotone Equilibrium in Games of Incomplete Information," Working papers 4248-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    16. Michal Szkup, 2015. "Preventing Self-Fulfilling Crises," 2015 Meeting Papers 1144, Society for Economic Dynamics.
    17. Steven Matthews, 2002. "Moral Hazard and Capital Structure Dynamics (joint with Mathias Dewatripont and Patrick Legros) Note the special time," Theory workshop papers 357966000000000095, UCLA Department of Economics.
    18. Ghossoub, Mario, 2010. "Supplement to "Belief heterogeneity in the Arrow-Borch-Raviv insurance model"," MPRA Paper 37717, University Library of Munich, Germany, revised 22 Mar 2012.

  97. Athey, S., 1996. "Characterizing Properties of Stochastic Objective Functions," Working papers 96-1, Massachusetts Institute of Technology (MIT), Department of Economics.

    Cited by:

    1. Felipe Balmaceda, 2020. "Contracting with moral hazard, adverse selection and risk neutrality: when does one size fit all?," International Journal of Game Theory, Springer;Game Theory Society, vol. 49(2), pages 601-637, June.
    2. Schmutzler, Armin & Bühler, Stefan & Borek, Thomas, 2003. "Weddings with Uncertain Prospects - Mergers under Asymmetric Information," CEPR Discussion Papers 3839, C.E.P.R. Discussion Papers.
    3. Athey, Susan & Levin, Jonathan, 2018. "The value of information in monotone decision problems," Research in Economics, Elsevier, vol. 72(1), pages 101-116.
    4. Eugenio J. Miravete, 2001. "Screening Through Bundling," Penn CARESS Working Papers 3b8e0b3847b08b90e8570987c, Penn Economics Department.
    5. Susan Athey & Armin Schmutzler, 1999. "Innovation and the Emergence of Market Dominance," SOI - Working Papers 9906, Socioeconomic Institute - University of Zurich.
    6. Vives, Xavier & Van Zandt, Timothy, 2003. "Monotone Equilibria in Bayesian Games of Strategic Complementarities," CEPR Discussion Papers 4103, C.E.P.R. Discussion Papers.
    7. Hennessy, David A. & Lapan, Harvey E., 2006. "On the Nature of Certainty Equivalent Functionals," Staff General Research Papers Archive 12552, Iowa State University, Department of Economics.
    8. Alan Beggs, 2015. "Learning in Monotone Bayesian Games," Economics Series Working Papers 737, University of Oxford, Department of Economics.
    9. Eric Friedman, 1997. "Paths in Additive Cost Sharing," Departmental Working Papers 199706, Rutgers University, Department of Economics.
    10. Beggs, A.W., 2015. "Regularity and robustness in monotone Bayesian games," Journal of Mathematical Economics, Elsevier, vol. 60(C), pages 145-158.
    11. Alan Beggs & A.W. Beggs, 2011. "Regularity and Stability in Monotone Bayesian Games," Economics Series Working Papers 587, University of Oxford, Department of Economics.
    12. Volker Grossmann, 2003. "Contest for Attention in a Quality-Ladder Model of Endogenous Growth," CESifo Working Paper Series 1003, CESifo.
    13. Aija Leiponen, 2005. "Core complementarities of the corporation: organization of an innovating firm," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 351-365.
    14. Ghossoub, Mario, 2010. "Supplement to "Belief heterogeneity in the Arrow-Borch-Raviv insurance model"," MPRA Paper 37717, University Library of Munich, Germany, revised 22 Mar 2012.

Articles

  1. Athey, Susan & Imbens, Guido W. & Metzger, Jonas & Munro, Evan, 2024. "Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations," Journal of Econometrics, Elsevier, vol. 240(2).
    See citations under working paper version above.
  2. Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2024. "Optimal Experimental Design for Staggered Rollouts," Management Science, INFORMS, vol. 70(8), pages 5317-5336, August.
    See citations under working paper version above.
  3. Ruohan Zhan & Zhimei Ren & Susan Athey & Zhengyuan Zhou, 2024. "Policy Learning with Adaptively Collected Data," Management Science, INFORMS, vol. 70(8), pages 5270-5297, August.
    See citations under working paper version above.
  4. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2023. "Offline Multi-Action Policy Learning: Generalization and Optimization," Operations Research, INFORMS, vol. 71(1), pages 148-183, January.
    See citations under working paper version above.
  5. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2023. "Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(5), pages 2208110120-, January.
    See citations under working paper version above.
  6. Susan Athey & Mark Chicu & Malika Krishna & Ioana Marinescu, 2023. "The Year in Review: Economics at the Antitrust Division, 2022–2023," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 63(4), pages 525-544, December.

    Cited by:

    1. Javier D. Donna & Pedro Pereira, 2024. "Structural Presumptions for Non-horizontal Mergers in the 2023 Merger Guidelines: A Primer and a Path Forward," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 65(1), pages 303-345, August.

  7. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    See citations under working paper version above.
  8. Susan Athey & Juan Camilo Castillo & Esha Chaudhuri & Michael Kremer & Alexandre Simoes Gomes & Christopher M Snyder, 2022. "Expanding capacity for vaccines against Covid-19 and future pandemics: a review of economic issues," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(4), pages 742-770.
    See citations under working paper version above.
  9. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    See citations under working paper version above.
  10. Jiaming Zeng & Michael F. Gensheimer & Daniel L. Rubin & Susan Athey & Ross D. Shachter, 2022. "Uncovering interpretable potential confounders in electronic medical records," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    See citations under working paper version above.
  11. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    See citations under working paper version above.
  12. Susan Athey & Stefan Wager, 2021. "Policy Learning With Observational Data," Econometrica, Econometric Society, vol. 89(1), pages 133-161, January.
    See citations under working paper version above.
  13. Susan Athey & Billy Ferguson & Matthew Gentzkow & Tobias Schmidt, 2021. "Estimating experienced racial segregation in US cities using large-scale GPS data," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(46), pages 2026160118-, November.
    See citations under working paper version above.
  14. Jake M. Hofman & Duncan J. Watts & Susan Athey & Filiz Garip & Thomas L. Griffiths & Jon Kleinberg & Helen Margetts & Sendhil Mullainathan & Matthew J. Salganik & Simine Vazire & Alessandro Vespignani, 2021. "Integrating explanation and prediction in computational social science," Nature, Nature, vol. 595(7866), pages 181-188, July.

    Cited by:

    1. Oriol J. Bosch & Melanie Revilla, 2022. "When survey science met web tracking: Presenting an error framework for metered data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 408-436, December.
    2. Renáta Németh, 2023. "A scoping review on the use of natural language processing in research on political polarization: trends and research prospects," Journal of Computational Social Science, Springer, vol. 6(1), pages 289-313, April.
    3. Filippo Simini & Gianni Barlacchi & Massimilano Luca & Luca Pappalardo, 2021. "A Deep Gravity model for mobility flows generation," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    4. Gary Charness & Brian Jabarian & John List, 2023. "Generation Next: Experimentation with AI," Artefactual Field Experiments 00777, The Field Experiments Website.
    5. Malgorzata J. Krawczyk & Mateusz Libirt & Krzysztof Malarz, 2024. "Analysis of scientific cooperation at the international and intercontinental level," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(8), pages 4983-5002, August.
    6. Dario Sansone & Anna Zhu, 2020. "Using Machine Learning to Create an Early Warning System for Welfare Recipients," Papers 2011.12057, arXiv.org, revised May 2021.
    7. Evangelos Katsamakas, 2024. "Business models for the simulation hypothesis," Papers 2404.08991, arXiv.org.
    8. Tavishi Priyam & Tao Ruan & Qin Lv, 2023. "Demographic-Based Public Perception Analysis of Electric Vehicles on Online Social Networks," Sustainability, MDPI, vol. 16(1), pages 1-16, December.
    9. Yan, Jason & Hall, Seventy F. & Sage, Melanie & Du, Yuhao & Joseph, Kenneth, 2024. "A computational social science approach to understanding predictors of Chafee service receipt," Children and Youth Services Review, Elsevier, vol. 158(C).
    10. Benjamin W. Domingue & Klint Kanopka & Radhika Kapoor & Steffi Pohl & R. Philip Chalmers & Charles Rahal & Mijke Rhemtulla, 2024. "The InterModel Vigorish as a Lens for Understanding (and Quantifying) the Value of Item Response Models for Dichotomously Coded Items," Psychometrika, Springer;The Psychometric Society, vol. 89(3), pages 1034-1054, September.
    11. Ahmed Abbasi & Jeffrey Parsons & Gautam Pant & Olivia R. Liu Sheng & Suprateek Sarker, 2024. "Pathways for Design Research on Artificial Intelligence," Information Systems Research, INFORMS, vol. 35(2), pages 441-459, June.
    12. Ari Hyytinen & Petri Rouvinen & Mika Pajarinen & Joosua Virtanen, 2023. "Ex Ante Predictability of Rapid Growth: A Design Science Approach," Entrepreneurship Theory and Practice, , vol. 47(6), pages 2465-2493, November.
    13. Islam, Towhidul & Meade, Nigel & Carson, Richard T. & Louviere, Jordan J. & Wang, Juan, 2022. "The usefulness of socio-demographic variables in predicting purchase decisions: Evidence from machine learning procedures," Journal of Business Research, Elsevier, vol. 151(C), pages 324-338.
    14. Elizabeth Dolan & James Goulding & Harry Marshall & Gavin Smith & Gavin Long & Laila J. Tata, 2023. "Assessing the value of integrating national longitudinal shopping data into respiratory disease forecasting models," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    15. Cerqua, Augusto & Letta, Marco, 2022. "Local inequalities of the COVID-19 crisis," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    16. Nelson P. Rayl & Nitish R. Sinha, 2022. "Integrating Prediction and Attribution to Classify News," Finance and Economics Discussion Series 2022-042, Board of Governors of the Federal Reserve System (U.S.).
    17. Simon Willcock & Javier Martinez-Lopez & Norman Dandy & James M. Bullock, 2021. "High Spatial-Temporal Resolution Data across Large Scales Are Needed to Transform Our Understanding of Ecosystem Services," Land, MDPI, vol. 10(7), pages 1-6, July.
    18. Lu Liu & Benjamin F. Jones & Brian Uzzi & Dashun Wang, 2023. "Data, measurement and empirical methods in the science of science," Nature Human Behaviour, Nature, vol. 7(7), pages 1046-1058, July.
    19. Miguel G. Folgado & Veronica Sanz, 2022. "Exploring the political pulse of a country using data science tools," Journal of Computational Social Science, Springer, vol. 5(1), pages 987-1000, May.
    20. Isabelle Bonhoure & Anna Cigarini & Julián Vicens & Bàrbara Mitats & Josep Perelló, 2023. "Reformulating computational social science with citizen social science: the case of a community-based mental health care research," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    21. Rory Gibb & Felipe J. Colón-González & Phan Trong Lan & Phan Thi Huong & Vu Sinh Nam & Vu Trong Duoc & Do Thai Hung & Nguyễn Thanh Dong & Vien Chinh Chien & Ly Thi Thuy Trang & Do Kien Quoc & Tran Min, 2023. "Interactions between climate change, urban infrastructure and mobility are driving dengue emergence in Vietnam," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    22. Salomi Samsudeen & Mohammed Hasan Ali & C. Chandru Vignesh & M. M. Kamruzzaman & Chander Prakash & Tamizharasi Thirugnanam & J. Alfred Daniel, 2023. "Context-specific discussion of Airbnb usage knowledge graphs for improving private social systems," Journal of Combinatorial Optimization, Springer, vol. 45(2), pages 1-30, March.
    23. Grossmann, Igor & Rotella, Amanda A. & Hutcherson, Cendri & Sharpinskyi, Konstantyn & Varnum, Michael E. W. & Achter, Sebastian K. & Dhami, Mandeep & Guo, Xinqi Evie & Kara-Yakoubian, Mane R. & Mandel, 2023. "Insights into the accuracy of social scientists' forecasts of societal change," Other publications TiSEM c14f4a4a-b105-46b3-90f7-f, Tilburg University, School of Economics and Management.

  15. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
    See citations under working paper version above.
  16. Egger, Dennis & Miguel, Edward & Warren, Shana S. & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A. Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Hau, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(6), pages 1-1.
    See citations under working paper version above.
  17. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
    See citations under working paper version above.
  18. Amrita Ahuja & Susan Athey & Arthur Baker & Eric Budish & Juan Camilo Castillo & Rachel Glennerster & Scott Duke Kominers & Michael Kremer & Jean Lee & Canice Prendergast & Christopher M. Snyder & Ale, 2021. "Preparing for a Pandemic: Accelerating Vaccine Availability," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 331-335, May.
    See citations under working paper version above.
  19. Robert Donnelly & Francisco J. R. Ruiz & David Blei & Susan Athey, 2021. "Correction to: Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 409-409, December.

    Cited by:

    1. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    2. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    3. Du, Tianyu & Kanodia, Ayush & Athey, Susan, 2023. "Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python," Research Papers 4106, Stanford University, Graduate School of Business.
    4. Du, Tianyu & Kanodia, Ayush & Brunborg, Herman & Vafa, Keyon & Athey, Susan, 2024. "Labor-LLM: Language-Based Occupational Representations with Large Language Models," Research Papers 4188, Stanford University, Graduate School of Business.
    5. Yiyan Huang & Cheuk Hang Leung & Siyi Wang & Yijun Li & Qi Wu, 2024. "Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators," Papers 2402.18392, arXiv.org, revised Oct 2024.
    6. Henrika Langen & Martin Huber, 2022. "How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign," Papers 2204.10820, arXiv.org, revised Jun 2022.
    7. Adam N. Smith & Jim E. Griffin, 2023. "Shrinkage priors for high-dimensional demand estimation," Quantitative Marketing and Economics (QME), Springer, vol. 21(1), pages 95-146, March.

  20. Abraham, Ittai & Athey, Susan & Babaioff, Moshe & Grubb, Michael D., 2020. "Peaches, lemons, and cookies: Designing auction markets with dispersed information," Games and Economic Behavior, Elsevier, vol. 124(C), pages 454-477.

    Cited by:

    1. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    2. Veronica Marotta & Yue Wu & Kaifu Zhang & Alessandro Acquisti, 2022. "The Welfare Impact of Targeted Advertising Technologies," Information Systems Research, INFORMS, vol. 33(1), pages 131-151, March.
    3. McClellan, Andrew, 2023. "Knowing your opponents: Information disclosure and auction design," Games and Economic Behavior, Elsevier, vol. 140(C), pages 173-180.
    4. Dominic Coey & Bradley J. Larsen & Kane Sweeney & Caio Waisman, 2021. "Scalable Optimal Online Auctions," Marketing Science, INFORMS, vol. 40(4), pages 593-618, July.

  21. Susan C. Athey & Kevin A. Bryan & Joshua S. Gans, 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 80-84, May.
    See citations under working paper version above.
  22. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.

    Cited by:

    1. Victor Chernozhukov & Ivan Fernandez-Val & Martin Weidner, 2020. "Network and Panel Quantile Effects Via Distribution Regression," CeMMAP working papers CWP27/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Gabriella Conti & Stavros Poupakis & Peter Ekamper & Govert Bijwaard & L. H. Lumey, 2021. "Severe Prenatal Shocks and Adolescent Health: Evidence from the Dutch Hunger Winter," Working Papers 2021-056, Human Capital and Economic Opportunity Working Group.
    3. Rafaty, R. & Dolphin, G. & Pretis, F., 2020. "Carbon pricing and the elasticity of CO2 emissions," Cambridge Working Papers in Economics 20116, Faculty of Economics, University of Cambridge.
    4. Young, Alwyn, 2024. "Asymptotically robust permutation-based randomization confidence intervals for parametric OLS regression," European Economic Review, Elsevier, vol. 163(C).
    5. Lindo, Jason M. & Swensen, Isaac D. & Waddell, Glen R., 2022. "Effects of violent media content: Evidence from the rise of the UFC," Journal of Health Economics, Elsevier, vol. 83(C).
    6. Wu, Christopher, 2022. "Should We Trust Regression to Measure Social Disparities?," SocArXiv 4znu5, Center for Open Science.
    7. Magne Mogstad & Joseph P. Romano & Daniel Wilhelm & Azeem M. Shaikh, 2020. "Inference for ranks with applications to mobility across neighborhoods and academic achievement across countries," CeMMAP working papers CWP10/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. Bergman, Peter & Kopko, Elizabeth & Rodriguez, Julio, 2021. "Using Predictive Analytics to Track Students: Evidence from a Seven-College Experiment," IZA Discussion Papers 14500, Institute of Labor Economics (IZA).
    9. Alberini, Anna & Bezhanishvili, Levan & Ščasný, Milan, 2022. "“Wild” tariff schemes: Evidence from the Republic of Georgia," Energy Economics, Elsevier, vol. 110(C).
    10. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim, 2020. "Financial Literacy, Risk and Time Preferences - Results from a Randomized Educational Intervention," CESifo Working Paper Series 8489, CESifo.
    11. Johannes W. Ligtenberg & Tiemen Woutersen, 2024. "Multidimensional clustering in judge designs," Papers 2406.09473, arXiv.org.
    12. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2023. "Trade matters except to war neighbors: The international stock market reaction to 2022 Russia’s invasion of Ukraine," Research in International Business and Finance, Elsevier, vol. 65(C).
    13. Galvez, Julio & Gambacorta, Leonardo & Mayordomo, Sergio & Serena, Jose Maria, 2021. "Dollar borrowing, firm credit risk, and FX-hedged funding opportunities," Journal of Corporate Finance, Elsevier, vol. 68(C).
    14. Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
    15. Johannes Wimmer & Leonhard Vollmer, 2023. "Can Grassroots Organizations Reduce Support for Right-Wing Populism via Social Media?," Rationality and Competition Discussion Paper Series 390, CRC TRR 190 Rationality and Competition.
    16. Laura Derksen & Jason T Kerwin & Natalia Ordaz Reynoso & Olivier Sterck, 2025. "Healthcare Appointments as Commitment Devices," The Economic Journal, Royal Economic Society, vol. 135(665), pages 81-118.
    17. Songsermsawas, Tisorn & Kafle, Kashi & Winters, Paul, 2021. "Decomposing the Impacts of an Agricultural Value Chain Investment by Gender and Ethnicity: The case of Nepal," 2021 Conference, August 17-31, 2021, Virtual 315047, International Association of Agricultural Economists.
    18. Bellocca, Gian Pietro Enzo & Poncela Blanco, Maria Pilar, 2024. "Extreme temperatures and the profitability of large European firms," DES - Working Papers. Statistics and Econometrics. WS 44217, Universidad Carlos III de Madrid. Departamento de Estadística.
    19. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2023. "Financial Literacy, Experimental Preference Measures and Field Behavior – A Randomized Educational Intervention," ECONtribute Discussion Papers Series 229, University of Bonn and University of Cologne, Germany.
    20. Ruonan Xu & Jeffrey M. Wooldridge, 2022. "A Design-Based Approach to Spatial Correlation," Papers 2211.14354, arXiv.org.
    21. Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
    22. Aurélia Buchs & Nils Soguel, 2022. "Fiscal performance and the re-election of finance ministers–evidence from the Swiss cantons," Public Choice, Springer, vol. 191(1), pages 31-49, April.
    23. Thiago Christiano Silva & Sergio Rubens Stancato de Souza & Solange Maria Guerra, 2021. "COVID-19 and Local Market Power in Credit Markets," Working Papers Series 558, Central Bank of Brazil, Research Department.
    24. Justin Contat & William M. Doerner & Robert N. Renner & Malcolm J. Rogers, 2024. "Measuring Price Effects from Disasters using Public Data: A Case Study of Hurricane Ian," FHFA Staff Working Papers 24-04, Federal Housing Finance Agency.
    25. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    26. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2022. "The role of non-critical business and telework propensity in international stock markets during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    27. Young, Alwyn, 2024. "Asymptotically robust permutation-based randomization confidence intervals for parametric OLS regression," LSE Research Online Documents on Economics 120933, London School of Economics and Political Science, LSE Library.
    28. Isabel Martinez, 2021. "Beggar-Thy-Neighbour Tax Cuts: Mobility After a Local Income and Wealth Tax Reform in Switzerland," KOF Working papers 21-490, KOF Swiss Economic Institute, ETH Zurich.
    29. Mari, Gabriele & Keizer, Renske & van Gaalen, Ruben, 2022. "The Timing of Parental Unemployment, Insurance, and Children's Education," SocArXiv 7rm6g, Center for Open Science.
    30. Jose Valderrama & Javier Olivera, 2023. "The effects of social pensions on mortality among the extreme poor elderly," LISER Working Paper Series 2023-05, Luxembourg Institute of Socio-Economic Research (LISER).
    31. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
    32. Praveen Ranjan Srivastava & Prajwal Eachempati & Ajay Kumar & Ashish Kumar Jha & Lalitha Dhamotharan, 2023. "Best strategy to win a match: an analytical approach using hybrid machine learning-clustering-association rule framework," Annals of Operations Research, Springer, vol. 325(1), pages 319-361, June.
    33. Gharehgozli, Orkideh, 2021. "An empirical comparison between a regression framework and the Synthetic Control Method," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 70-81.
    34. Jinglong Zhao, 2023. "Adaptive Neyman Allocation," Papers 2309.08808, arXiv.org, revised Sep 2023.
    35. Ding, Peng, 2021. "The Frisch–Waugh–Lovell theorem for standard errors," Statistics & Probability Letters, Elsevier, vol. 168(C).
    36. Zhang, Ling & Berk Saydaliev, Hayot & Ma, Xiaoyu, 2022. "Does green finance investment and technological innovation improve renewable energy efficiency and sustainable development goals," Renewable Energy, Elsevier, vol. 193(C), pages 991-1000.
    37. Pfeifer, Gregor & Stockburger, Mirjam, 2023. "The morning after: Prescription-free access to emergency contraceptive pills," Journal of Health Economics, Elsevier, vol. 91(C).
    38. Noelia Bernal & Javier Olivera & Marc Suhrcke, 2024. "The effects of social pensions on nutrition‐related health outcomes of the poor: Quasi‐experimental evidence from Peru," Health Economics, John Wiley & Sons, Ltd., vol. 33(5), pages 971-991, May.
    39. Fabio Santeramo & Dela-Dem Fiankor, 2023. "Revisiting the impact of per-unit duties on agricultural export prices," RSCAS Working Papers 2023/29, European University Institute.
    40. Clarke, Damian & Torres, Nicolás Paris & Villena-Roldan, Benjamin, 2023. "(Frisch-Waugh-Lovell)' On the Estimation of Regression Models by Row," IZA Discussion Papers 16630, Institute of Labor Economics (IZA).
    41. James J Heckman & Ganesh Karapakula, 2021. "Using a satisficing model of experimenter decision-making to guide finite-sample inference for compromised experiments," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 1-39.
    42. Aaron Adalja & Erik Lichtenberg & Elina T. Page, 2023. "Collective investment in a common pool resource: Grower associations and food safety guidelines," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 144-173, January.
    43. Tymon Sloczynski, 2020. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," CESifo Working Paper Series 8331, CESifo.
    44. Derksen, Laura & Kerwin, Jason Theodore & Reynoso, Natalia Ordaz & Sterck, Olivier, 2021. "Appointments: A More Effective Commitment Device for Health Behaviors," SocArXiv y8gh7, Center for Open Science.
    45. Mohamed Abouaziza, 2022. "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses 0122, Department of Economics, University of Sussex Business School.
    46. Özler, Berk & Çelik, Çiğdem & Cunningham, Scott & Cuevas, P. Facundo & Parisotto, Luca, 2021. "Children on the move: Progressive redistribution of humanitarian cash transfers among refugees," Journal of Development Economics, Elsevier, vol. 153(C).
    47. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    48. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
    49. Cl'ement de Chaisemartin & Antoine Deeb, 2024. "Estimating treatment-effect heterogeneity across sites, in multi-site randomized experiments with few units per site," Papers 2405.17254, arXiv.org, revised Dec 2024.
    50. Kondylis,Florence & Loeser,John Ashton, 2021. "Intervention Size and Persistence," Policy Research Working Paper Series 9769, The World Bank.
    51. Jeffrey D. Michler & Anna Josephson, 2021. "Recent Developments in Inference: Practicalities for Applied Economics," Papers 2107.09736, arXiv.org.
    52. Peng Ding, 2020. "The Frisch--Waugh--Lovell Theorem for Standard Errors," Papers 2009.06621, arXiv.org.
    53. Tadao Hoshino & Takahide Yanagi, 2021. "Causal Inference with Noncompliance and Unknown Interference," Papers 2108.07455, arXiv.org, revised Oct 2023.
    54. Startz, Richard & Steigerwald, Douglas G., 2024. "The variance of regression coefficients when the population is finite," Journal of Econometrics, Elsevier, vol. 240(1).
    55. Boone, Claire E & Celhay, Pablo & Gertler, Paul & Gracner, Tadeja & Rodriguez, Josefina, 2022. "How scheduling systems with automated appointment reminders improve health clinic efficiency," Journal of Health Economics, Elsevier, vol. 82(C).
    56. Ashesh Rambachan & Jonathan Roth, 2020. "Design-Based Uncertainty for Quasi-Experiments," Papers 2008.00602, arXiv.org, revised Oct 2024.
    57. Melvin Vooren & Carla Haelermans & Wim Groot & Henriette Maassen van den Brink, 2022. "Make IT Work: The Labor Market Effects of Information Technology Retraining in the Netherlands," De Economist, Springer, vol. 170(3), pages 323-342, August.
    58. Rami V. Tabri & Mathew J. Elias, 2024. "Testing for Restricted Stochastic Dominance under Survey Nonresponse with Panel Data: Theory and an Evaluation of Poverty in Australia," Papers 2406.15702, arXiv.org.
    59. Claire E. Boone & Pablo A. Celhay & Paul Gertler & Tadeja Gracner, 2023. "Encouraging Preventative Care to Manage Chronic Disease at Scale," NBER Working Papers 31643, National Bureau of Economic Research, Inc.
    60. Thiago Christiano Silva & Carlos Eduardo de Almeida & Solange Maria Guerra & Benjamin Miranda Tabak, 2024. "COVID-19 and Credit Reallocation: evidence from bank branch lending in Brazil," Working Papers Series 601, Central Bank of Brazil, Research Department.
    61. Pedro Pita Barros, 2022. "Quality decreases from introducing patient choice in a National Health Service," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 351-381, September.
    62. George Gui & Harikesh Nair & Fengshi Niu, 2021. "Auction Throttling and Causal Inference of Online Advertising Effects," Papers 2112.15155, arXiv.org, revised Feb 2022.
    63. Denteh, Augustine & Asare, Samuel & Senadza, Bernardin, 2022. "Is four better than three? The effect of the 4-year high school policy on academic performance in Ghana," SocArXiv jh9q6, Center for Open Science.
    64. Hollenbach, Florian M & Egerod, Benjamin, 2024. "How many is enough? Sample Size in Staggered Difference-in-Differences Designs," OSF Preprints ac5ru, Center for Open Science.
    65. Thiago Christiano Silva & Sergio Rubens Stancato de Souza & Solange Maria Guerra, 2022. "Covid-19 and market power in local credit markets: the role of digitalization," BIS Working Papers 1017, Bank for International Settlements.
    66. Fang Han, 2024. "An Introduction to Permutation Processes (version 0.5)," Papers 2407.09664, arXiv.org.
    67. Martínez, Isabel Z., 2022. "Mobility Responses to the Establishment of a Residential Tax Haven: Evidence From Switzerland," CEPR Discussion Papers 16627, C.E.P.R. Discussion Papers.
    68. David M. Ritzwoller & Joseph P. Romano & Azeem M. Shaikh, 2024. "Randomization Inference: Theory and Applications," Papers 2406.09521, arXiv.org, revised Feb 2025.
    69. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
    70. Taskin, Ahmet Ali & Yaman, Firat, 2023. "The effect of branching deregulation on finance wage premium," FAU Discussion Papers in Economics 08/2023, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    71. Ying Jin & Dominik Rothenhäusler, 2024. "Tailored inference for finite populations: conditional validity and transfer across distributions," Biometrika, Biometrika Trust, vol. 111(1), pages 215-233.
    72. Griffith, Alan & Noonen, Thomas, 2022. "The effects of public campaign funding: Evidence from Seattle’s Democracy Voucher program," Journal of Public Economics, Elsevier, vol. 211(C).
    73. Thiago Christiano Silva & Carlos Eduardo de Almeida, 2024. "COVID-19 and Supply Chain Disruptions: a novel perspective using a network of payments in Brazil," Working Papers Series 595, Central Bank of Brazil, Research Department.
    74. Fidjeland, Andreas & Rege, Mari & Solli, Ingeborg F. & Størksen, Ingunn, 2023. "Reducing the gender gap in early learning: Evidence from a field experiment in Norwegian preschools," European Economic Review, Elsevier, vol. 154(C).
    75. Haoge Chang, 2023. "Design-based Estimation Theory for Complex Experiments," Papers 2311.06891, arXiv.org.
    76. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
    77. Jiafeng Chen, 2024. "Potential weights and implicit causal designs in linear regression," Papers 2407.21119, arXiv.org, revised Jan 2025.
    78. Jinglong Zhao, 2024. "Experimental Design For Causal Inference Through An Optimization Lens," Papers 2408.09607, arXiv.org, revised Aug 2024.
    79. Sam Sims & Jake Anders & Matthew Inglis & Hugues Lortie-Forgues & Ben Styles & Ben Weidmann, 2023. "Experimental education research: rethinking why, how and when to use random assignment," CEPEO Working Paper Series 23-07, UCL Centre for Education Policy and Equalising Opportunities, revised Aug 2023.
    80. Lewis, Gabriel, 2022. "Heteroskedasticity and Clustered Covariances from a Bayesian Perspective," MPRA Paper 116662, University Library of Munich, Germany.
    81. Ravichandran Arun & Pashley Nicole E. & Libgober Brian & Dasgupta Tirthankar, 2024. "Optimal allocation of sample size for randomization-based inference from 2K factorial designs," Journal of Causal Inference, De Gruyter, vol. 12(1), pages 1-18, January.

  23. Susan Athey & Michael Luca, 2019. "Economists (and Economics) in Tech Companies," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 209-230, Winter.
    See citations under working paper version above.
  24. Susan Athey & Guido W. Imbens, 2019. "Machine Learning Methods That Economists Should Know About," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 685-725, August.

    Cited by:

    1. Blankenship, Brian & Aklin, Michaël & Urpelainen, Johannes & Nandan, Vagisha, 2022. "Jobs for a just transition: Evidence on coal job preferences from India," Energy Policy, Elsevier, vol. 165(C).
    2. Matthew A Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Discussion Papers 20-09, Department of Economics, University of Birmingham.
    3. Andrii Babii & Xi Chen & Eric Ghysels & Rohit Kumar, 2020. "Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice," Papers 2010.08463, arXiv.org, revised Nov 2021.
    4. Sophie-Charlotte Klose & Johannes Lederer, 2020. "A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics," Papers 2006.12296, arXiv.org, revised Jun 2020.
    5. Lidia Ceriani & Vladimir Hlasny & Paolo Verme, 2021. "Bottom Incomes and the Measurement of Poverty: A Brief Assessment of the Literature," Working Papers 589, ECINEQ, Society for the Study of Economic Inequality.
    6. Massimiliano Caporin & Mikhail Stolbov & Maria Shchepeleva, 2022. "What drives the expansion of research on banking crises? Cross-country evidence," Applied Economics, Taylor & Francis Journals, vol. 54(52), pages 6054-6064, November.
    7. Li, Qiang & An, Lian & Zhang, Ren, 2023. "Corruption drives brain drain: Cross-country evidence from machine learning," Economic Modelling, Elsevier, vol. 126(C).
    8. Daniel Goller, 2020. "Analysing a built-in advantage in asymmetric darts contests using causal machine learning," Papers 2008.07165, arXiv.org.
    9. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    10. Byron Botha & Rulof Burger & Kevin Kotze & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," School of Economics Macroeconomic Discussion Paper Series 2022-03, School of Economics, University of Cape Town.
    11. Zhang, Han, 2021. "How Using Machine Learning Classification as a Variable in Regression Leads to Attenuation Bias and What to Do About It," SocArXiv 453jk, Center for Open Science.
    12. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    13. Gert Bijnens & Shyngys Karimov & Jozef Konings, 2023. "Does Automatic Wage Indexation Destroy Jobs? A Machine Learning Approach," De Economist, Springer, vol. 171(1), pages 85-117, March.
    14. Felix Chopra & Ingar Haaland & Ingar K. Haaland, 2023. "Conducting Qualitative Interviews with AI," CESifo Working Paper Series 10666, CESifo.
    15. TELLO, Mario D., 2024. "Inversión Pública En Infraestructura Y Crecimiento Regional En Perú, 2005-2020: Un Análisis Basado En Técnicas De Aprendizaje Automático Causal," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 24(2), pages 195-222.
    16. Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    17. Andrei Dubovik & Adam Elbourne & Bram Hendriks & Mark Kattenberg, 2022. "Forecasting World Trade Using Big Data and Machine Learning Techniques," CPB Discussion Paper 441, CPB Netherlands Bureau for Economic Policy Analysis.
    18. Colak, Gonul & Fu, Mengchuan & Hasan, Iftekhar, 2022. "On modeling IPO failure risk," Economic Modelling, Elsevier, vol. 109(C).
    19. Gavoille, Nicolas & Zasova, Anna, 2023. "What we pay in the shadows: Labor tax evasion, minimum wage hike and employment," Journal of Public Economics, Elsevier, vol. 228(C).
    20. Delprato, Marcos & Frola, Alessia & Antequera, Germán, 2022. "Indigenous and non-Indigenous proficiency gaps for out-of-school and in-school populations: A machine learning approach," International Journal of Educational Development, Elsevier, vol. 93(C).
    21. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    22. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
    23. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    24. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
    25. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
    26. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    27. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
    28. Kota Sugimoto, 2024. "Competitive effects of implicit auction on interconnectors: evidence from Japan," Journal of Regulatory Economics, Springer, vol. 66(1), pages 95-134, August.
    29. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
    30. Khudri, Md Mohsan & Hussey, Andrew, 2024. "Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning," IZA Discussion Papers 17080, Institute of Labor Economics (IZA).
    31. Brunori, Paolo & Salas Rojo, Pedro & Verne, Paolo, 2022. "Estimating inequality with missing incomes," LSE Research Online Documents on Economics 115932, London School of Economics and Political Science, LSE Library.
    32. Labib Shami & Teddy Lazebnik, 2024. "Implementing Machine Learning Methods in Estimating the Size of the Non-observed Economy," Computational Economics, Springer;Society for Computational Economics, vol. 63(4), pages 1459-1476, April.
    33. Andrii Babii & Eric Ghysels & Jonas Striaukas, 2024. "High-Dimensional Granger Causality Tests with an Application to VIX and News," Journal of Financial Econometrics, Oxford University Press, vol. 22(3), pages 605-635.
    34. Stolbov, Mikhail & Shchepeleva, Maria, 2022. "Modeling global real economic activity: Evidence from variable selection across quantiles," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    35. Harold D. Chiang & Kengo Kato & Yukun Ma & Yuya Sasaki, 2019. "Multiway Cluster Robust Double/Debiased Machine Learning," Papers 1909.03489, arXiv.org, revised Mar 2020.
    36. Donna B. Gilleskie, 2021. "In sickness and in health, until death do us part: A case for theory," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 753-768, January.
    37. Mark Musumba & Naureen Fatema & Shahriar Kibriya, 2021. "Prevention Is Better Than Cure: Machine Learning Approach to Conflict Prediction in Sub-Saharan Africa," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
    38. Liyang Tang, 2020. "Application of Nonlinear Autoregressive with Exogenous Input (NARX) neural network in macroeconomic forecasting, national goal setting and global competitiveness assessment," Papers 2005.08735, arXiv.org.
    39. Jean-Sauveur Ay & Julie Le Gallo, 2021. "The signaling value of nested wine names," Post-Print hal-03268014, HAL.
    40. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
    41. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    42. Daniel Levy & Tamir Mayer & Alon Raviv, 2022. "Economists in the 2008 Financial Crisis: Slow to See, Fast to Act," Working Paper series 22-04, Rimini Centre for Economic Analysis.
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    175. Carlos Mendez, 2019. "Lack of Global Convergence and the Formation of Multiple Welfare Clubs across Countries: An Unsupervised Machine Learning Approach," Economies, MDPI, vol. 7(3), pages 1-17, July.
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    185. Enzo Brox & Michael Lechner, 2024. "Teamwork and Spillover Effects in Performance Evaluations," Papers 2403.15200, arXiv.org.
    186. Feras A. Batarseh & Munisamy Gopinath & Anderson Monken & Zhengrong Gu, 2021. "Public Policymaking for International Agricultural Trade using Association Rules and Ensemble Machine Learning," Papers 2111.07508, arXiv.org.
    187. Axenbeck, Janna & Berner, Anne & Kneib, Thomas, 2022. "What drives the relationship between digitalization and industrial energy demand? Exploring firm-level heterogeneity," ZEW Discussion Papers 22-059, ZEW - Leibniz Centre for European Economic Research.
    188. Tarsia, Romano, 2024. "Heterogeneous effects of weather shocks on firm economic performance," LSE Research Online Documents on Economics 124251, London School of Economics and Political Science, LSE Library.
    189. Kristof Lommers & Ouns El Harzli & Jack Kim, 2021. "Confronting Machine Learning With Financial Research," Papers 2103.00366, arXiv.org, revised Mar 2021.
    190. Simionescu, Mihaela & Cifuentes-Faura, Javier, 2022. "Can unemployment forecasts based on Google Trends help government design better policies? An investigation based on Spain and Portugal," Journal of Policy Modeling, Elsevier, vol. 44(1), pages 1-21.
    191. Mehmet Güney Celbiş & Pui-Hang Wong & Karima Kourtit & Peter Nijkamp, 2021. "Innovativeness, Work Flexibility, and Place Characteristics: A Spatial Econometric and Machine Learning Approach," Sustainability, MDPI, vol. 13(23), pages 1-29, December.
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    196. Carl Bonander & Mikael Svensson, 2021. "Using causal forests to assess heterogeneity in cost‐effectiveness analysis," Health Economics, John Wiley & Sons, Ltd., vol. 30(8), pages 1818-1832, August.
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  25. Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 65-70, May.
    See citations under working paper version above.
  26. Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
    See citations under working paper version above.
  27. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    See citations under working paper version above.
  28. Susan Athey & David Blei & Robert Donnelly & Francisco Ruiz & Tobias Schmidt, 2018. "Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 64-67, May.
    See citations under working paper version above.
  29. Athey, Susan & Levin, Jonathan, 2018. "The value of information in monotone decision problems," Research in Economics, Elsevier, vol. 72(1), pages 101-116.
    See citations under working paper version above.
  30. Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
    See citations under working paper version above.
  31. Susan Athey & Andrzej Skrzypacz, 2017. "Yuliy Sannikov: Winner of the 2016 Clark Medal," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 237-256, Spring.

    Cited by:

    1. Ch.-M. CHEVALIER, 2018. "Financial constraints of innovative firms and sectoral growth," Documents de Travail de l'Insee - INSEE Working Papers g2018-05, Institut National de la Statistique et des Etudes Economiques.

  32. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    See citations under working paper version above.
  33. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    See citations under working paper version above.
  34. Susan Athey & Guido Imbens, 2015. "A Measure of Robustness to Misspecification," American Economic Review, American Economic Association, vol. 105(5), pages 476-480, May.

    Cited by:

    1. Peter G. Backus & Nicky L. Grant, 2019. "How sensitive is the average taxpayer to changes in the tax-price of giving?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(2), pages 317-356, April.
    2. Peter Backus & Maria Cubel & Matej Guid & Santiago Sánchez‐Pagés & Enrique López Mañas, 2023. "Gender, competition, and performance: Evidence from chess players," Quantitative Economics, Econometric Society, vol. 14(1), pages 349-380, January.
    3. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    4. Byunghoon Kang, 2017. "Inference in Nonparametric Series Estimation with Data-Dependent Undersmoothing," Working Papers 170712442, Lancaster University Management School, Economics Department.
    5. Peter Backus & Maria Cubel & Matej Guid & Santiago Sanchez-Pages & Enrique Lopez Manas, 2016. "Gender, Competition and Performance: Evidence from Real Tournaments," Economics Discussion Paper Series 1605, Economics, The University of Manchester.
    6. Akash Malhotra, 2018. "A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy," Papers 1806.04517, arXiv.org, revised Aug 2020.
    7. Dreber, Anna & Johannesson, Magnus, 2023. "A framework for evaluating reproducibility and replicability in economics," I4R Discussion Paper Series 38, The Institute for Replication (I4R).
    8. Thorsten Sellhorn, 2020. "Machine Learning und empirische Rechnungslegungsforschung: Einige Erkenntnisse und offene Fragen [Machine Learning and Empirical Accounting Research: Some Findings and Open Questions]," Schmalenbach Journal of Business Research, Springer, vol. 72(1), pages 49-69, March.
    9. Jason M. Rathje & Riitta Katila, 2021. "Enabling Technologies and the Role of Private Firms: A Machine Learning Matching Analysis," Strategy Science, INFORMS, vol. 6(1), pages 5-21, March.
    10. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
    11. Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
    12. Mullally, Conner & Chakravarty, Shourish, 2018. "Are Matching Funds for Smallholder Irrigation Money Well Spent?," SocArXiv x5vmz, Center for Open Science.
    13. Zhang, Chi & Managi, Shunsuke, 2020. "Functional social support and maternal stress: A study on the 2017 paid parental leave reform in Japan," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 153-172.
    14. Akash Malhotra, 2021. "A hybrid econometric–machine learning approach for relative importance analysis: prioritizing food policy," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 549-581, September.
    15. Guido Imbens & Yiqing Xu, 2024. "LaLonde (1986) after Nearly Four Decades: Lessons Learned," Papers 2406.00827, arXiv.org, revised Jun 2024.
    16. Christoph Semken & David Rossell, 2022. "Specification analysis for technology use and teenager well‐being: Statistical validity and a Bayesian proposal," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(5), pages 1330-1355, November.
    17. Masahiro Kato & Hikaru Kawarazaki, 2019. "Model Specification Test with Unlabeled Data: Approach from Covariate Shift," Papers 1911.00688, arXiv.org, revised Feb 2020.
    18. Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
    19. Franziska Bremus & Tatsiana Kliatskova, 2018. "Legal Harmonization, Institutional Quality, and Countries' External Positions: A Sectoral Analysis," Discussion Papers of DIW Berlin 1768, DIW Berlin, German Institute for Economic Research.

  35. Susan Athey & Glenn Ellison, 2014. "Dynamics of Open Source Movements," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(2), pages 294-316, June.
    See citations under working paper version above.
  36. Susan Athey & Dominic Coey & Jonathan Levin, 2013. "Set-Asides and Subsidies in Auctions," American Economic Journal: Microeconomics, American Economic Association, vol. 5(1), pages 1-27, February.
    See citations under working paper version above.
  37. Susan Athey & Ilya Segal, 2013. "An Efficient Dynamic Mechanism," Econometrica, Econometric Society, vol. 81(6), pages 2463-2485, November.
    See citations under working paper version above.
  38. Susan Athey & Glenn Ellison, 2011. "Position Auctions with Consumer Search," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1213-1270.
    See citations under working paper version above.
  39. Susan Athey & Jonathan Levin & Enrique Seira, 2011. "Comparing open and Sealed Bid Auctions: Evidence from Timber Auctions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 207-257.
    See citations under working paper version above.
  40. Susan Athey & Joshua S. Gans, 2010. "The Impact of Targeting Technology on Advertising Markets and Media Competition," American Economic Review, American Economic Association, vol. 100(2), pages 608-613, May.

    Cited by:

    1. Hongchang Wang & Benjamin Williams & Karen Xie & Wei Chen, 2024. "Quality Differentiation and Matching Performance in Peer-to-Peer Markets: Evidence from Airbnb Plus," Management Science, INFORMS, vol. 70(7), pages 4260-4282, July.
    2. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," Working Papers hal-03393063, HAL.
    3. Fabrizio Germano & Larbi Alaoui, 2015. "Time Scarcity and the Market for News," Working Papers 675, Barcelona School of Economics.
    4. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    5. Andrei Matveenko & Egor Starkov, 2023. "Sparking curiosity or tipping the scales? Targeted advertising with consumer learning," CRC TR 224 Discussion Paper Series crctr224_2023_425, University of Bonn and University of Mannheim, Germany.
    6. Mishra, Soumya Kanta & Sarkar, Sumit, 2023. "Can social media platforms charge their users?," Economics Letters, Elsevier, vol. 233(C).
    7. Steven Schmeiser, 2018. "Sharing Audience Data: Strategic Participation in Behavioral Advertising Networks," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 52(3), pages 429-450, May.
    8. Yongmin Chen & Xinyu Hua & Keith E. Maskus, 2020. "International Protection of Consumer Data," HKUST CEP Working Papers Series 202004, HKUST Center for Economic Policy.
    9. Hagiu, Andrei & Jullien, Bruno, 2013. "Search Diversion and Platform Competition," TSE Working Papers 13-431, Toulouse School of Economics (TSE).
    10. Dirk Bergemann & Alessandro Bonatti, 2010. "Targeting in Advertising Markets: Implications for Offline vs. Online Media," Levine's Working Paper Archive 661465000000000284, David K. Levine.
    11. Mariann Ollar & Marzena Rostek, 2011. "Information Aggregation and Innovation in Market Design," Working Papers 11-12, NET Institute.
    12. Kfir Eliaz & Ran Spiegler, 2020. "Incentive‐compatible advertising on nonretail platforms," RAND Journal of Economics, RAND Corporation, vol. 51(2), pages 323-345, June.
    13. Anderson, Simon P. & Jullien, Bruno, 2016. "The advertising-financed business model in two-sided media markets," TSE Working Papers 16-632, Toulouse School of Economics (TSE).
    14. Emilio Calvano & Bruno Jullien, 2012. "Issues in Online Advertising and Competition Policy: A Two-sided Market Perspective," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 9, Edward Elgar Publishing.
    15. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    16. Evensen, Charlotte Bjørnhaug & Haugen, Atle, 2021. "The impact of targeting technologies and consumer multi-homing on digital platform competition," Discussion Paper Series in Economics 13/2021, Norwegian School of Economics, Department of Economics.
    17. Florian Hoffmann & Roman Inderst & Marco Ottaviani, 2013. "Hypertargeting, Limited Attention, and Privacy: Implications for Marketing and Campaigning," Working Papers 479, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    18. Charles Angelucci & Julia Cage, 2019. "Newspapers in Times of Low Advertising Revenues," Post-Print hal-03391880, HAL.
    19. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," SciencePo Working papers Main hal-03393063, HAL.
    20. Avi Goldfarb & Catherine Tucker, 2011. "Search Engine Advertising: Channel Substitution When Pricing Ads to Context," Management Science, INFORMS, vol. 57(3), pages 458-470, March.
    21. James Campbell & Avi Goldfarb & Catherine Tucker, 2015. "Privacy Regulation and Market Structure," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(1), pages 47-73, March.
    22. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    23. Fujisawa, Chieko & Kasuga, Norihiro, 2021. "How should durable goods firms combine online and mass media advertisements to promote sales?," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238023, International Telecommunications Society (ITS).
    24. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    25. Anna D'Annunzio & Antonio Russo, 2017. "Ad Networks and Consumer Tracking," CESifo Working Paper Series 6667, CESifo.
    26. Wei Chen & Zaiyan Wei & Karen Xie, 2023. "Regulating Professional Players in Peer-to-Peer Markets: Evidence from Airbnb," Management Science, INFORMS, vol. 69(5), pages 2893-2918, May.
    27. Lacetera, Nicola & Macis, Mario & Mele, Angelo, 2014. "Viral Altruism? Generosity and Social Contagion in Online Networks," IZA Discussion Papers 8171, Institute of Labor Economics (IZA).
    28. de Cornière, Alexandre & Taylor, Greg, 2022. "Data and Competition: a Simple Framework with Applications to Mergers and Market Structure," CEPR Discussion Papers 14446, C.E.P.R. Discussion Papers.
    29. de Cornière, Alexandre & Taylor, Greg, 2023. "Data and Competition: A Simple Framework," TSE Working Papers 23-1404, Toulouse School of Economics (TSE), revised Aug 2024.
    30. Hoffmann, Florian & Inderst, Roman & Ottaviani, Marco, 2022. "Persuasion Through Selective Disclosure: Implications for Marketing, Campaigning, and Privacy Regulation," CEPR Discussion Papers 16901, C.E.P.R. Discussion Papers.
    31. Eliaz, Kfir & Spiegler, Ran, 2016. "Incentive Compatible Advertising on a Social Network," CEPR Discussion Papers 11223, C.E.P.R. Discussion Papers.
    32. Ni Huang & Jiayin Zhang & Gordon Burtch & Xitong Li & Peiyu Chen, 2021. "Combating Procrastination on Massive Online Open Courses via Optimal Calls to Action," Information Systems Research, INFORMS, vol. 32(2), pages 301-317, June.
    33. Bo Cowgill & Cosmina Dorobantu, 2018. "Competition and Specificity in Market Design: Evidence from Geotargeted Advertising," Working Papers 18-09, NET Institute, revised Sep 2018.
    34. James Rutt, 2011. "Aggregators and the News Industry: Charging for Access to Content," Working Papers 11-19, NET Institute, revised Sep 2011.
    35. Anja Lambrecht & Catherine Tucker, 2019. "Algorithmic Bias? An Empirical Study of Apparent Gender-Based Discrimination in the Display of STEM Career Ads," Management Science, INFORMS, vol. 65(7), pages 2966-2981, July.
    36. Zhao Jiang & Wu Dan & Liu Jie, 2020. "Distinct role of targeting precision of Internet-based targeted advertising in duopolistic e-business firms’ heterogeneous consumers market," Electronic Commerce Research, Springer, vol. 20(2), pages 453-474, June.
    37. Jullien, Bruno & Hagiu, Andrei, 2013. "Strategic Search Diversion, Product Affiliation and Platform Competition," CEPR Discussion Papers 9451, C.E.P.R. Discussion Papers.
    38. de Cornière, Alexandre & Taylor, Greg, 2020. "Data and Competition: a General Framework with Applications to Mergers, Market Structure, and Privacy Policy," TSE Working Papers 20-1076, Toulouse School of Economics (TSE).
    39. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    40. Andreas Hefti & Shuo Liu, 2020. "Targeted information and limited attention," RAND Journal of Economics, RAND Corporation, vol. 51(2), pages 402-420, June.
    41. Andreas Hefti & Shuo Liu, 2016. "Targeted information and limited attention," ECON - Working Papers 230, Department of Economics - University of Zurich, revised Dec 2019.
    42. Zhao Jiang & Dan Wu, 2022. "Targeting Precision in Imperfect Targeted Advertising: Implications for the Regulation of Market Structure and Efficiency," SAGE Open, , vol. 12(1), pages 21582440221, March.
    43. Alexandre de Corniere & Romain De Nijs, 2013. "Online Advertising and Privacy," Economics Series Working Papers 650, University of Oxford, Department of Economics.
    44. Avi Goldfarb & Catherine E. Tucker, 2011. "Privacy Regulation and Online Advertising," Management Science, INFORMS, vol. 57(1), pages 57-71, January.
    45. Stühmeier, Torben, 2012. "Target Advertising and Market Transparency," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62021, Verein für Socialpolitik / German Economic Association.
    46. Kevin M. Murphy & Ignacio Palacios-Huerta, 2016. "A Theory of Bundling Advertisements in Media Markets," NBER Working Papers 22994, National Bureau of Economic Research, Inc.
    47. Jacopo Perego & Sevgi Yuksel, 2022. "Media Competition and Social Disagreement," Econometrica, Econometric Society, vol. 90(1), pages 223-265, January.
    48. Gong Qiang & Pan Siqi & Yang Huanxing, 2019. "Targeted Advertising on Competing Platforms," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 19(1), pages 1-20, January.
    49. Mingyu Joo & Jiaqi Shi & Vibhanshu Abhishek, 2024. "Do Sellers Benefit from Sponsored Product Listings? Evidence from an Online Marketplace," Marketing Science, INFORMS, vol. 43(4), pages 817-839, July.

  41. Nikhil Agarwal & Susan Athey & David Yang, 2009. "Skewed Bidding in Pay-per-Action Auctions for Online Advertising," American Economic Review, American Economic Association, vol. 99(2), pages 441-447, May.

    Cited by:

    1. Athey, Susan & Luca, Michael, 2018. "Economists (and Economics) in Tech Companies," Research Papers 3735, Stanford University, Graduate School of Business.
    2. Yi Zhu & Kenneth C. Wilbur, 2011. "Hybrid Advertising Auctions," Marketing Science, INFORMS, vol. 30(2), pages 249-273, 03-04.
    3. Hamid Nazerzadeh & Amin Saberi & Rakesh Vohra, 2013. "Dynamic Pay-Per-Action Mechanisms and Applications to Online Advertising," Operations Research, INFORMS, vol. 61(1), pages 98-111, February.
    4. Kominers, Scott Duke & Teytelboym, Alexander & Crawford, Vincent P, 2017. "An invitation to market design," University of California at San Diego, Economics Working Paper Series qt3xp2110t, Department of Economics, UC San Diego.
    5. Philippe Jehiel & Laurent Lamy, 2020. "On the Benefits of Set-Asides," Journal of the European Economic Association, European Economic Association, vol. 18(4), pages 1655-1696.
    6. Du, Ruihuan & Zhong, Yu & Nair, Harikesh S. & Cui, Bo & Shou, Ruyang, 2019. "Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network," Research Papers 3761, Stanford University, Graduate School of Business.
    7. Etro, Federico, 2013. "Advertising and search engines. A model of leadership in search advertising," Research in Economics, Elsevier, vol. 67(1), pages 25-38.
    8. Taylor, Greg, 2011. "The informativeness of on-line advertising," International Journal of Industrial Organization, Elsevier, vol. 29(6), pages 668-677.
    9. Cai, Gangshu (George) & Chen, Ying-Ju, 2011. "In-Store Referrals on the Internet," Journal of Retailing, Elsevier, vol. 87(4), pages 563-578.
    10. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    11. Todd R. Kaplan & Shmuel Zamir, 2014. "Advances in Auctions," Discussion Paper Series dp662, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    12. Federico Etro, 2012. "Leadership in Multi-sided Markets and Dominance in Online Advertising," Chapters, in: Joseph E. Harrington Jr & Yannis Katsoulacos (ed.), Recent Advances in the Analysis of Competition Policy and Regulation, chapter 11, Edward Elgar Publishing.
    13. Sander Renes, 2011. "Balancing the Bids, Solutions for Unit Price Auctions," Tinbergen Institute Discussion Papers 11-047/1, Tinbergen Institute.
    14. Dakshina G. De Silva & Timothy Dunne & Georgia Kosmopoulou & Carlos Lamarche, 2015. "Project modifications and bidding in highway procurement auctions," FRB Atlanta Working Paper 2015-14, Federal Reserve Bank of Atlanta.
    15. Sham M. Kakade & Ilan Lobel & Hamid Nazerzadeh, 2013. "Optimal Dynamic Mechanism Design and the Virtual-Pivot Mechanism," Operations Research, INFORMS, vol. 61(4), pages 837-854, August.
    16. Kaichen Zhang & Zixuan Yuan & Hui Xiong, 2024. "Optimized Cost Per Click in Online Advertising: A Theoretical Analysis," Papers 2405.14279, arXiv.org.
    17. Chrysanthos Dellarocas, 2012. "Double Marginalization in Performance-Based Advertising: Implications and Solutions," Management Science, INFORMS, vol. 58(6), pages 1178-1195, June.
    18. Vasant Dhar & Anindya Ghose, 2010. "Research Commentary ---Sponsored Search and Market Efficiency," Information Systems Research, INFORMS, vol. 21(4), pages 760-772, December.
    19. Ron Berman, 2018. "Beyond the Last Touch: Attribution in Online Advertising," Marketing Science, INFORMS, vol. 37(5), pages 771-792, September.
    20. Jiwoong Shin & Jungju Yu, 2021. "Targeted Advertising and Consumer Inference," Marketing Science, INFORMS, vol. 40(5), pages 900-922, September.
    21. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    22. Richet, Jean-Loup, 2022. "How cybercriminal communities grow and change: An investigation of ad-fraud communities," Technological Forecasting and Social Change, Elsevier, vol. 174(C).

  42. Susan Athey & Kyle Bagwell, 2008. "Collusion With Persistent Cost Shocks," Econometrica, Econometric Society, vol. 76(3), pages 493-540, May.
    See citations under working paper version above.
  43. Ilya Segal & Susan Athey, 2007. "Designing Efficient Mechanisms for Dynamic Bilateral Trading Games," American Economic Review, American Economic Association, vol. 97(2), pages 131-136, May.
    See citations under working paper version above.
  44. , & , A., 2007. "Efficiency in repeated trade with hidden valuations," Theoretical Economics, Econometric Society, vol. 2(3), September.
    See citations under working paper version above.
  45. Susan Athey & Guido W. Imbens, 2007. "Discrete Choice Models With Multiple Unobserved Choice Characteristics," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1159-1192, November.
    See citations under working paper version above.
  46. Susan Athey & Lawrence F. Katz & Alan B. Krueger & Steven Levitt & James Poterba, 2007. "What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes," American Economic Review, American Economic Association, vol. 97(2), pages 512-520, May.

    Cited by:

    1. Richard S. J. Tol, 2022. "Nobel begets Nobel," Papers 2207.04441, arXiv.org, revised Mar 2023.
    2. Cardoso, Ana Rute & Guimaraes, Paulo & Zimmermann, Klaus F., 2008. "Comparing the Early Research Performance of PhD Graduates in Labor Economics in Europe and the USA," IZA Discussion Papers 3898, Institute of Labor Economics (IZA).
    3. Stock, Wendy A. & Finegan, T. Aldrich & Siegfried, John J., 2009. "Can you earn a Ph.D. in economics in five years?," Economics of Education Review, Elsevier, vol. 28(5), pages 523-537, October.
    4. Farzana Munir & Rudolf Winter-Ebmer, 2018. "- Decomposing International Gender Test Score Differences," Economics working papers 2018-04, Department of Economics, Johannes Kepler University Linz, Austria.
    5. Joshua Angrist & Marc Diederichs, 2024. "Dissertation Paths: Advisors and Students in the Economics Research Production Function," NBER Working Papers 33281, National Bureau of Economic Research, Inc.
    6. John Manuel Barrios & Laura Giuliano & Andrew J. Leone, 2020. "In Living Color: Does In-Person Screening Affect Who Gets Hired?," Working Papers 2020-38, Becker Friedman Institute for Research In Economics.
    7. Jihui Chen & Qihong Liu & Sherrilyn Billger, 2013. "Where Do New Ph.D. Economists Go? Recent Evidence from Initial Labor Market," Journal of Labor Research, Springer, vol. 34(3), pages 312-338, September.
    8. Qi Ge & Stephen Wu & Chenyu Zhou, 2021. "Sharing common roots: Student‐graduate committee matching and job market outcomes," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 828-856, October.
    9. Richard S. J. Tol, 2022. "Rise of the Kniesians: the professor-student network of Nobel laureates in economics," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 29(4), pages 680-703, July.
    10. Marco Di Cintio & Emanuele Grassi, 2016. "The returns to temporary migration: The case of Italian Ph.D.s," EERI Research Paper Series EERI RP 2016/15, Economics and Econometrics Research Institute (EERI), Brussels.
    11. Richard S.J. Tol, 2022. "Nobel students beget Nobel professors," Working Paper Series 0322, Department of Economics, University of Sussex Business School.
    12. Michael E. Rose & Suraj Shekhar, 2021. "Indirect Contacts in Hiring: The Economics Job Market," Working Papers 55, Ashoka University, Department of Economics.
    13. Jihui Chen & Qihong Liu & Myongjin Kim, 2022. "Gender gap in tenure and promotion: Evidence from the economics Ph.D. class of 2008," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1277-1312, April.
    14. Thomas Bolli & Tommaso Agasisti & Geraint Johnes, 2015. "The impact of institutional student support on graduation rates in US Ph.D. programmes," Education Economics, Taylor & Francis Journals, vol. 23(4), pages 396-418, August.
    15. Timothy Perri, 2011. "Between the Penthouse and the Outhouse: The Sorting of Economics Professors," Working Papers 11-13, Department of Economics, Appalachian State University.
    16. Tol, Richard S.J., 2023. "Nobel begets Nobel in economics," Journal of Informetrics, Elsevier, vol. 17(4).
    17. Marco Cintio & Emanuele Grassi, 2017. "International mobility and wages: an analysis of Italian Ph.D. graduates," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 759-791, November.
    18. Wai, Jonathan & Lee, Matthew H. & Kell, Harrison J., 2022. "Distributions of academic math-verbal tilt and overall academic skill of students specializing in different fields: A study of 1.6 million graduate record examination test takers," Intelligence, Elsevier, vol. 95(C).

  47. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    See citations under working paper version above.
  48. Susan Athey & Andrew Atkeson & Patrick J. Kehoe, 2005. "The Optimal Degree of Discretion in Monetary Policy," Econometrica, Econometric Society, vol. 73(5), pages 1431-1475, September.
    See citations under working paper version above.
  49. Susan Athey & Kyle Bagwell & Chris Sanchirico, 2004. "Collusion and Price Rigidity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 317-349.
    See citations under working paper version above.
  50. Susan Athey & Andrew Atkeson & Patrick J. Kehoe, 2003. "The optimal degree of monetary policy discretion," Proceedings, Board of Governors of the Federal Reserve System (U.S.).

    Cited by:

    1. Lynne Evans & Anamaria Nicolae, 2010. "The Output Effect of a Transition to Price Stability When Velocity Is Time Varying," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(5), pages 859-878, August.
    2. PINSHI, Christian P., 2019. "Dollarization and Foreign Exchange Reserve : Debate on the Effectiveness of Monetary Policy in DR. Congo," MPRA Paper 104807, University Library of Munich, Germany.
    3. Ester Faia & Tommaso Monacelli, 2008. "Optimal Monetary Policy in a Small Open Economy with Home Bias," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(4), pages 721-750, June.
    4. Klaus Adam, & Erwan Gautier, & Sergio Santoro, & Henning Weber., 2021. "The Case for a Positive Euro Area Inflation Target: Evidence from France, Germany and Italy," Working papers 825, Banque de France.
    5. Adam, Klaus & Weber, Henning, 2020. "Estimating the Optimal Inflation Target from Trends in Relative Prices," CEPR Discussion Papers 14335, C.E.P.R. Discussion Papers.
    6. Jean-Olivier Hairault & François Langot, 2010. "Markups and the Welfare Cost of Business Cycles : A Reappraisal," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00492204, HAL.
    7. Alan S. Blinder & Ricardo Reis, 2005. "Understanding the Greenspan Standard," Working Papers 88, Princeton University, Department of Economics, Center for Economic Policy Studies..
    8. Andrade Philippe, & Galí Jordi, & Le Bihan Hervé, & Matheron Julien., 2021. "Should the ECB Adjust its Strategy in the Face of a Lower r*?," Working papers 811, Banque de France.
    9. Gregor W. Smith, 2006. "The Spectre Of Deflation: A Review Of Empirical Evidence," Working Paper 1086, Economics Department, Queen's University.
    10. Robert Amano & Malik Shukayev, 2009. "Risk Premium Shocks and the Zero Bound on Nominal Interest Rates," Staff Working Papers 09-27, Bank of Canada.
    11. Firouz Gahvari & Luca Micheletto, 2019. "Heterogeneity, monetary policy, Mirrleesian taxes, and the Friedman rule," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(4), pages 983-1018, June.
    12. André Marine Charlotte & Medina Espidio Sebastián, 2022. "Optimal Robust Monetary Policy in a Small Open Economy," Working Papers 2022-17, Banco de México.
    13. Linda S. Goldberg & Michael W. Klein, 2007. "Establishing Credibility: Evolving Perceptions of the European Central Bank," The Institute for International Integration Studies Discussion Paper Series iiisdp194, IIIS.
    14. Eduardo Monteiro & Humberto Moreira, 2006. "Effciency In Two Player Repeated Games Of Imperfect Monitoring," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 113, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    15. Takahashi, Shuhei, 2021. "The uniqueness of steady-state equilibrium under state-dependent pricing: The case of deflation," Economics Letters, Elsevier, vol. 209(C).
    16. Alberto Locarno, 2007. "Imperfect Knowledge, Adaptive Learning, and the Bias Against Activist Monetary Policies," International Journal of Central Banking, International Journal of Central Banking, vol. 3(3), pages 47-85, September.
    17. Linda S. Goldberg & Michael W. Klein, 2011. "Evolving Perceptions of Central Bank Credibility: The European Central Bank Experience," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 7(1), pages 153-182.
    18. Bernardino Adão & Pedro Teles & Isabel Horta Correia, 2006. "On the Relevance of Exchange Rate Regimes for Stabilization Policy," Working Papers w200616, Banco de Portugal, Economics and Research Department.
    19. Vincent Anesi & Daniel J. Seidmann, 2009. "Optimal Delegation with a Finite Number of States," Discussion Papers 2009-20, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    20. Vinicius Carrasco & João Manoel Pinho de Mello, 2006. "A relational theory of relationship lending under contractual incompleteness," Textos para discussão 520, Department of Economics PUC-Rio (Brazil), revised Jan 2000.
    21. Miura, Shogo, 2023. "Optimal inflation rate and fair wage," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 158-167.
    22. Victoria COCIUG & Olga HINEV, 2019. "Optimal Monetary Policy: Theoretical And Practical Aspects," Contemporary Economy Journal, Constantin Brancoveanu University, vol. 4(1), pages 55-65.
    23. Kristoffer Mousten Hansen, 2021. "Are Free Market Fiduciary Media Possible? On the Nature of Money, Banking, and Money Production in the Free Market Order," Post-Print hal-03480292, HAL.
    24. Klaus Adam & Oliver Pfäuti & Timo Reinelt, 2020. "Falling Natural Rates, Rising Housing Volatility and the Optimal Inflation Target," CRC TR 224 Discussion Paper Series crctr224_2020_235, University of Bonn and University of Mannheim, Germany.
    25. Duval, Romain & Vogel, Lukas, 2007. "How do nominal and real rigidities interact? A tale of the second best," MPRA Paper 7282, University Library of Munich, Germany.
    26. Andrade, Philippe & Galí, Jordi & Le Bihan, Hervé & Matheron, Julien, 2021. "Should the ECB adjust its strategy in the face of a lower r★?," Journal of Economic Dynamics and Control, Elsevier, vol. 132(C).
    27. Kyle Bagwell, 2009. "Self-Enforcing Trade Agreements and Private Information," NBER Working Papers 14812, National Bureau of Economic Research, Inc.
    28. Vinicius Carrasco & João Mello, 2010. "Repeated lending under contractual incompleteness," Annals of Finance, Springer, vol. 6(1), pages 51-82, January.
    29. Rostagno, Massimo & Altavilla, Carlo & Carboni, Giacomo & Lemke, Wolfgang & Motto, Roberto & Saint Guilhem, Arthur & Yiangou, Jonathan, 2019. "A tale of two decades: the ECB’s monetary policy at 20," Working Paper Series 2346, European Central Bank.

  51. Susan Athey, 2002. "Monotone Comparative Statics under Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 187-223.
    See citations under working paper version above.
  52. Susan Athey & Philip A. Haile, 2002. "Identification of Standard Auction Models," Econometrica, Econometric Society, vol. 70(6), pages 2107-2140, November.
    See citations under working paper version above.
  53. Susan Athey & Scott Stern, 2002. "The Impact of Information Technology on Emergency Health Care Outcomes," RAND Journal of Economics, The RAND Corporation, vol. 33(3), pages 399-432, Autumn.
    See citations under working paper version above.
  54. Athey, Susan & Schmutzler, Armin, 2001. "Investment and Market Dominance," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 1-26, Spring.

    Cited by:

    1. Ulrich Doraszelski & Sarit Markovich, 2007. "Advertising dynamics and competitive advantage," RAND Journal of Economics, RAND Corporation, vol. 38(3), pages 557-592, September.
    2. Bernstein, Fernando & Federgruen, Awi, 2004. "Comparative statics, strategic complements and substitutes in oligopolies," Journal of Mathematical Economics, Elsevier, vol. 40(6), pages 713-746, September.
    3. Toker Doganoglu, 2003. "Dynamic Price Competition with Consumption Externalities," Netnomics, Springer, vol. 5(1), pages 43-69, May.
    4. Harold D. Chiang & Kengo Kato & Yuya Sasaki, 2023. "Inference for High-Dimensional Exchangeable Arrays," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 118(543), pages 1595-1605, July.
    5. Kiedaisch, Christian, 2015. "Intellectual property rights in a quality-ladder model with persistent leadership," European Economic Review, Elsevier, vol. 80(C), pages 194-213.
    6. Pouyet, Jérôme & Hombert, Johan & Schutz, Nicolas, 2019. "Anticompetitive Vertical Merger Waves," CEPR Discussion Papers 13671, C.E.P.R. Discussion Papers.
    7. Boyer, Marcel & Lasserre, Pierre & Moreaux, Michel, 2012. "A dynamic duopoly investment game without commitment under uncertain market expansion," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 663-681.
    8. Inderst, Roman & Mueller, Holger M., 2009. "Early-stage financing and firm growth in new industries," Journal of Financial Economics, Elsevier, vol. 93(2), pages 276-291, August.
    9. Inderst, Roman & Jakubovic, Zlata & Jovanovic, Dragan, 2015. "Buyer Power and Functional Competition for Innovation," MPRA Paper 61214, University Library of Munich, Germany.
    10. Quintero Jaramillo, Jose E., 2004. "Moral hazard in teams with limited punishments and multiple outputs," DEE - Working Papers. Business Economics. WB wb040705, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    11. David Besanko & Ulrich Doraszelski & Yaroslav Kryukov & Mark Satterthwaite, 2008. "Learning-by-Doing, Organizational Forgetting, and Industry Dynamics," GSIA Working Papers 2009-E22, Carnegie Mellon University, Tepper School of Business.
    12. Boyer, Marcel & Lasserre, Pierre & Moreaux, Michel, 2010. "A Dynamic Duopoly Investment Game under Uncertain Market Growth," IDEI Working Papers 617, Institut d'Économie Industrielle (IDEI), Toulouse.
    13. Doan, Tinh, 2012. "Evolution of competition in Vietnam industries over the recent economic transition," Economics Discussion Papers 2012-12, Kiel Institute for the World Economy (IfW Kiel).
    14. Lalit Manral, 2010. "Demand competition and investment heterogeneity in industries based on systemic technologies: evidence from the US long-distance telecommunications services industry, 1984–1996," Journal of Evolutionary Economics, Springer, vol. 20(5), pages 765-802, October.
    15. Budde, Maximilian & Minner, Stefan, 2015. "Optimal capacity provision for service providers with subsequent auctioning of projects," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 652-662.
    16. Bühler, Stefan & Halbheer, Daniel, 2011. "Persuading Consumers With Social Attitudes," Economics Working Paper Series 1117, University of St. Gallen, School of Economics and Political Science.
    17. Jan Boone, 2008. "Competition: Theoretical Parameterizations and Empirical Measures," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 164(4), pages 587-611, December.
    18. AMIR, Rabah, 2005. "Supermodularity and complementarity in economics: an elementary survey," LIDAM Reprints CORE 1823, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    19. Guillermo Caruana & Liran Einav, 2006. "Production Targets," NBER Working Papers 11958, National Bureau of Economic Research, Inc.
    20. Simon Loertscher & Yves Schneider, 2005. "Switching Costs, Firm Size, and Market Structure," Diskussionsschriften dp0515, Universitaet Bern, Departement Volkswirtschaft.
    21. Stefan Buehler & Daniel Halbheer, 2011. "Selling when Brand Image Matters," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 167(1), pages 102-118, March.
    22. AMIR, Rabah, 2003. "Stochastic games in economics and related fields: an overview," LIDAM Reprints CORE 1664, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    23. Amir, Rabah, 2005. "Ordinal versus cardinal complementarity: The case of Cournot oligopoly," Games and Economic Behavior, Elsevier, vol. 53(1), pages 1-14, October.
    24. Inderst, Roman & Shaffer, Greg, 2019. "Managing Channel Profits when Retailers have Profitable Outside Options," CEPR Discussion Papers 13642, C.E.P.R. Discussion Papers.
    25. Friedel Bolle, 2011. "Over- and under-investment according to different benchmarks," Journal of Economics, Springer, vol. 104(3), pages 219-238, November.
    26. Óscar Gutiérrez & Francisco Ruiz‐Aliseda, 2009. "Entry Patterns Over The Product Life Cycle," Manchester School, University of Manchester, vol. 77(5), pages 594-610, September.
    27. Stefan Buehler & Armin Schmutzler, 2004. "Intimidating Competitors � Endogenous Vertical Integration and Downstream Investment in Successive Oligopoly," SOI - Working Papers 0409, Socioeconomic Institute - University of Zurich, revised Jul 2005.
    28. Beker, Pablo & Hernando-Veciana, Angel, 2013. "Bidding Markets with Financial Constraints," The Warwick Economics Research Paper Series (TWERPS) 1017, University of Warwick, Department of Economics.
    29. David P. Baron, 2020. "Vertical differentiation, product innovation, and dynamic competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(3), pages 635-662, July.
    30. Cabral, Luís, 2014. "Aftermarket power and foremarket competition," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 60-69.
    31. Park, Sangin, 2009. "An empirical evaluation of the 1986 Semiconductor Trade Arrangement," Japan and the World Economy, Elsevier, vol. 21(4), pages 349-357, December.
    32. Bayer, Christian, 2007. "Investment timing and predatory behavior in a duopoly with endogenous exit," Journal of Economic Dynamics and Control, Elsevier, vol. 31(9), pages 3069-3109, September.
    33. Sacco, Dario & Schmutzler, Armin, 2011. "Is there a U-shaped relation between competition and investment?," International Journal of Industrial Organization, Elsevier, vol. 29(1), pages 65-73, January.
    34. Schmutzler, Armin, 2009. "The Relation Between Competition and Investment – Towards a Synthesis," Department of Economics, Working Paper Series qt8tt4457m, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    35. Kristina McElheran, 2015. "Do Market Leaders Lead in Business Process Innovation? The Case(s) of E-business Adoption," Management Science, INFORMS, vol. 61(6), pages 1197-1216, June.
    36. Besanko, David & Doraszelski, Ulrich & Kryukov, Yaroslav & Satterthwaite, Mark, 2007. "Learning-by-Doing, Organizational Forgetting and Industry Dynamics," CEPR Discussion Papers 6160, C.E.P.R. Discussion Papers.
    37. Fehr, Ernst & Götte, Lorenz, 2004. "Do Workers Work More When Wages Are High? Evidence from a Randomized Field Experiment," IZA Discussion Papers 1002, Institute of Labor Economics (IZA).
    38. Amir, Rabah & Evstigneev, Igor & Wooders, John, 2003. "Noncooperative versus cooperative R&D with endogenous spillover rates," Games and Economic Behavior, Elsevier, vol. 42(2), pages 183-207, February.
    39. Daniel Halbheer & Ernst Fehr & Lorenz Goette & Armin Schmutzler, 2007. "Self-Reinforcing Market Dominance," Working Papers 0094, University of Zurich, Institute for Strategy and Business Economics (ISU), revised Nov 2008.
    40. Lin, Ping & Zhou, Wen, 2013. "The effects of competition on the R&D portfolios of multiproduct firms," International Journal of Industrial Organization, Elsevier, vol. 31(1), pages 83-91.
    41. Andreas Polk & Armin Schmutzler, 2003. "Lobbying against Environmental Regulation vs. Lobbying for Loopholes," SOI - Working Papers 0301, Socioeconomic Institute - University of Zurich.
    42. Volker Grossmann, 2003. "Firm Size and Diversification: Asymmetric Multiproduct Firms under Cournot Competition," CESifo Working Paper Series 1047, CESifo.
    43. Inderst, Roman & Sartzetakis, Eftichios S. & Xepapadeas, Anastasios, 2022. "Firm Competition and Cooperation with Norm-Based Preferences for Sustainability," EconStor Preprints 254323, ZBW - Leibniz Information Centre for Economics.
    44. Marcel Boyer & Pierre Lasserre & Thomas Mariotti & Michel Moreaux, 2001. "Real Options, Preemption, and the Dynamics of Industry Investments," Cahiers de recherche du Département des sciences économiques, UQAM 20-10, Université du Québec à Montréal, Département des sciences économiques.
    45. Christian Trudeau & Zheng Wang, 2015. "Help us to help you: how consumer data can alter quality races," Working Papers 1501, University of Windsor, Department of Economics.
    46. Cabral, Luis, 2009. "Dynamic price competition with network effects," IESE Research Papers D/843, IESE Business School.
    47. Ernst Fehr & Lorenz Goette, 2007. "Do workers work more if wages are high? Evidence from a randomized field experiment," Natural Field Experiments 00240, The Field Experiments Website.
    48. Vives, Xavier, 2006. "Strategic Complementarities in Multi-Stage Games," CEPR Discussion Papers 5583, C.E.P.R. Discussion Papers.
    49. Graevenitz, Georg von, 2004. "Spillovers Reconsidered: Analysing Economic Welfare under complementarities in R&D," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 29, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    50. Hans Gersbach & Armin Schmutzler, 2002. "A Product Market Theory of Worker Training," SOI - Working Papers 0214, Socioeconomic Institute - University of Zurich, revised Jan 2003.
    51. James G. Mulligan & Nilotpal Das, 2006. "Item Pricing Laws, Supplier Behavior, and the Diffusion of Time-Saving Technology Innovations," Working Papers 06-11, University of Delaware, Department of Economics.
    52. Markovich, Sarit & Moenius, Johannes, 2009. "Winning while losing: Competition dynamics in the presence of indirect network effects," International Journal of Industrial Organization, Elsevier, vol. 27(3), pages 346-357, May.
    53. Siva M. Kumar & K. R. Jayasimha, 2019. "Brand verbs: brand synonymity and brand leadership," Journal of Brand Management, Palgrave Macmillan, vol. 26(2), pages 110-125, March.
    54. Grossmann, Volker, 2007. "Firm size and diversification: Multiproduct firms in asymmetric oligopoly," International Journal of Industrial Organization, Elsevier, vol. 25(1), pages 51-67, February.
    55. Kováč, Eugen & Schmidt, Robert C., 2013. "Market Share Dynamics in a Duopoly Model with Word-of-Mouth Communication," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79994, Verein für Socialpolitik / German Economic Association.
    56. Matthew Selove, 2014. "A Dynamic Model of Competitive Entry Response," Marketing Science, INFORMS, vol. 33(3), pages 353-363, May.
    57. Buehler, Stefan & Schmutzler, Armin, 2008. "Intimidating competitors -- Endogenous vertical integration and downstream investment in successive oligopoly," International Journal of Industrial Organization, Elsevier, vol. 26(1), pages 247-265, January.
    58. Roman Inderst & Tommaso Valletti, 2006. "Price Discrimination in Input Markets," CEIS Research Paper 73, Tor Vergata University, CEIS.
    59. Colla, Paolo & Garcia, Filomena, 2016. "Technology adoption: Hysteresis and absence of lock-in," Economics Letters, Elsevier, vol. 141(C), pages 107-111.
    60. Matsumura Toshihiro & Matsushima Noriaki, 2010. "When Small Firms Fight Back Against Large Firms in R&D Activities," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-42, September.
    61. Inderst, Roman, 2013. "Prudence as a competitive advantage: On the effects of competition on banks' risk-taking incentives," European Economic Review, Elsevier, vol. 60(C), pages 127-143.
    62. Kretschmer, Tobias & Rösner, Mariana, 2010. "Increasing Dominance - the Role of Advertising, Pricing and Product Design," Discussion Papers in Business Administration 11500, University of Munich, Munich School of Management.
    63. Glazer, Amihai & Kanniainen, Vesa & Poutvaara, Panu, 2004. "Initial Luck, Status-Seeking and Snowballs Lead to Corporate Success and Failure," IZA Discussion Papers 1426, Institute of Labor Economics (IZA).
    64. Cabral, Luis, 2008. "Aftermarket Power and Basic Market Competition," CEPR Discussion Papers 6802, C.E.P.R. Discussion Papers.
    65. Mandy, David M. & Mayo, John W. & Sappington, David E.M., 2016. "Targeting efforts to raise rivals' costs: Moving from “Whether” to “Whom”," International Journal of Industrial Organization, Elsevier, vol. 46(C), pages 1-15.
    66. Yi Qian, 2012. "Brand Management and Strategies Against Counterfeits," NBER Working Papers 17849, National Bureau of Economic Research, Inc.
    67. Volker Grossmann, 2003. "Managerial Job Assignment and Imperfect Competition in Asymmetric Equilibrium," CESifo Working Paper Series 914, CESifo.
    68. Ahmad Reza Saboori Memar, 2013. "Profitable Entry into an Unprofitable Market," MAGKS Papers on Economics 201306, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    69. David Besanko & Ulrich Doraszelski & Yaroslav Kryukov & Mark Satterthwaite, 2007. "Learning-by-Doing, Organizational Forgetting, and Industry Dynamics," Levine's Bibliography 321307000000000903, UCLA Department of Economics.
    70. Xavier Vives, 2009. "Strategic complementarity in multi-stage games," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 40(1), pages 151-171, July.
    71. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    72. Ulrich Doraszelski & Sarit Markovich, 2004. "Advertising Dynamics and Competitive Advantage," Computing in Economics and Finance 2004 61, Society for Computational Economics.
    73. Joseph A. Clougherty, & Michał Grajek, & Oz Shy, 2016. "Taking ‘some’ of the mimicry out of the adoption process: Quality management and strategic substitution," ESMT Research Working Papers ESMT-16-05, ESMT European School of Management and Technology.
    74. Schmutzler, Armin, 2010. "The relation between competition and innovation -- Why is it such a mess?," CEPR Discussion Papers 7640, C.E.P.R. Discussion Papers.
    75. Marcel Boyer & Pierre Lasserre & Michel Moreaux, 2007. "The Dynamics of Industry Investments," CIRANO Working Papers 2007s-09, CIRANO.
    76. Schiersch Alexander & Schmidt-Ehmcke Jens, 2011. "Is the Boone-Indicator Applicable? – Evidence from a Combined Data Set of German Manufacturing Enterprises," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 231(3), pages 336-357, June.
    77. Meade, Richard, 2005. "Electricity Investment and Security of Supply in Liberalized Electricity Systems," Working Paper Series 18954, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    78. Dalida Kadyrzhanova, 2005. "Predatory Governance," Computing in Economics and Finance 2005 421, Society for Computational Economics.
    79. Beker, Pablo F. & Hernando-Veciana, Ángel, 2015. "The dynamics of bidding markets with financial constraints," Journal of Economic Theory, Elsevier, vol. 155(C), pages 234-261.
    80. Vives, Xavier, 2005. "Games with strategic complementarities: New applications to industrial organization," International Journal of Industrial Organization, Elsevier, vol. 23(7-8), pages 625-637, September.
    81. Zava Aydemir & Armin Schmutzler, 2002. "Acquisitions versus Entry: The Evolution of Concentration," SOI - Working Papers 0208, Socioeconomic Institute - University of Zurich, revised Aug 2002.
    82. Clougherty, Joseph A. & Grajek, Michal & Shy, Oz, 2016. "Taking ‘Some’ of the Mimicry Out of the Adoption Process: Quality-Management and Strategic Substitution," CEPR Discussion Papers 11661, C.E.P.R. Discussion Papers.
    83. Axel Anderson & Luís M. B. Cabral, 2007. "Go for broke or play it safe? Dynamic competition with choice of variance," RAND Journal of Economics, RAND Corporation, vol. 38(3), pages 593-609, September.
    84. Beker, Pablo F. & Hernando-Veciana, Ángel, 2011. "Persistent markups in bidding markets with financial constraints," UC3M Working papers. Economics we1133, Universidad Carlos III de Madrid. Departamento de Economía.
    85. Paul Ellickson & Beresteanu Arie, 2005. "The Dynamics of Retail Oligopolies," 2005 Meeting Papers 829, Society for Economic Dynamics.
    86. Christian Bayer, 2004. "The Other Side of Limited Liability: Predatory Behavior and Investment Timing," Industrial Organization 0407001, University Library of Munich, Germany.
    87. Olivier Chatain, 2014. "How do strategic factor markets respond to rivalry in the product market?," Strategic Management Journal, Wiley Blackwell, vol. 35(13), pages 1952-1971, December.
    88. Moeen Naseer Butt, 2023. "Mitigating the negative effect of intrabrand clustering: the role of interbrand clustering and firm size," Journal of Brand Management, Palgrave Macmillan, vol. 30(1), pages 34-48, January.
    89. Matthew Selove, 2014. "How Do Firms Become Different? A Dynamic Model," Management Science, INFORMS, vol. 60(4), pages 980-989, April.
    90. Inderst, Roman, 2007. "Leveraging buyer power," International Journal of Industrial Organization, Elsevier, vol. 25(5), pages 908-924, October.
    91. Roman Inderst & Tommaso M. Valletti, 2011. "Buyer Power And The ‘Waterbed Effect’," Journal of Industrial Economics, Wiley Blackwell, vol. 59(1), pages 1-20, March.
    92. Chalioti, Evangelia & Serfes, Konstantinos, 2017. "Strategic incentives for innovations and market competition," International Journal of Industrial Organization, Elsevier, vol. 52(C), pages 427-449.
    93. James G. Mulligan & Nilotpal Das, 2005. "Persistent Adoption of Time-Saving Process Innovations," Working Papers 05-03, University of Delaware, Department of Economics.
    94. Aydemir, Zava & Schmutzler, Armin, 2008. "Small scale entry versus acquisitions of small firms: Is concentration self-reinforcing," Journal of Economic Behavior & Organization, Elsevier, vol. 65(1), pages 133-146, January.
    95. Aija Leiponen, 2005. "Core complementarities of the corporation: organization of an innovating firm," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 351-365.
    96. Inderst, Roman & Shaffer, Greg, 2011. "Wholesale Price Determination Under the Threat of Demand-Side Substitution," MPRA Paper 53843, University Library of Munich, Germany.

  55. Susan Athey & Jonathan Levin, 2001. "Information and Competition in U.S. Forest Service Timber Auctions," Journal of Political Economy, University of Chicago Press, vol. 109(2), pages 375-417, April.
    See citations under working paper version above.
  56. Athey, Susan, 2001. "Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information," Econometrica, Econometric Society, vol. 69(4), pages 861-889, July.
    See citations under working paper version above.
  57. Athey, Susan & Bagwell, Kyle, 2001. "Optimal Collusion with Private Information," RAND Journal of Economics, The RAND Corporation, vol. 32(3), pages 428-465, Autumn.
    See citations under working paper version above.
  58. Susan Athey & John Roberts, 2001. "Organizational Design: Decision Rights and Incentive Contracts," American Economic Review, American Economic Association, vol. 91(2), pages 200-205, May.

    Cited by:

    1. Daniel Herbold & Heiner Schumacher, 2020. "Relational retention," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 490-502, June.
    2. Marisa Ratto & Wendelin Schnedler, 2003. "Too few cooks spoil the broth," The Centre for Market and Public Organisation 03/090, The Centre for Market and Public Organisation, University of Bristol, UK.
    3. Herbst, P. & Prüfer, J., 2007. "Firms, Nonprofits, and Cooperatives : A Theory of Organizational Choice," Discussion Paper 2007-003, Tilburg University, Tilburg Law and Economic Center.
    4. Eric Zitzewitz, 2006. "Nationalism in Winter Sports Judging and Its Lessons for Organizational Decision Making," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(1), pages 67-99, March.
    5. Moriya, Fumitoshi & 森谷, 文利, 2007. "The Optimality of Delegation under Imperfect Commitment," Working Paper Series 061, Center for Japanese Business Studies (HJBS), Graduate School of Commerce and Management Hitotsubashi University.
    6. Addison, John T. & Teixeira, Paulino, 2021. "Worker Commitment and Establishment Performance," IZA Discussion Papers 14290, Institute of Labor Economics (IZA).
    7. Fehr, Ernst & Herz, Holger & Wilkening, Tom, 2012. "The Lure of Authority: Motivation and Incentive Effects of Power," IZA Discussion Papers 7030, Institute of Labor Economics (IZA).
    8. Baik, Bok & Evans, John H. & Kim, Kyonghee & Yanadori, Yoshio, 2016. "White collar incentives," Accounting, Organizations and Society, Elsevier, vol. 53(C), pages 34-49.
    9. John T. Addison & Paulino Teixeira, 2024. "Worker commitment and establishment performance in Europe," Manchester School, University of Manchester, vol. 92(1), pages 40-66, January.
    10. Ratto, Marisa & Schnedler, Wendelin, 2005. "Division of Labour and Directed Production," IZA Discussion Papers 1669, Institute of Labor Economics (IZA).
    11. Margaret A. Abernethy & Jan Bouwens & Laurence Van Lent, 2013. "The Role of Performance Measures in the Intertemporal Decisions of Business Unit Managers," Contemporary Accounting Research, John Wiley & Sons, vol. 30(3), pages 925-961, September.
    12. Shuo Liu & Dimitri Migrow, 2019. "Designing organizations in volatile markets," ECON - Working Papers 319, Department of Economics - University of Zurich.
    13. Dey, Oindrila & Banerjee, Swapnendu, 2014. "Status and incentives: A critical survey," MPRA Paper 57658, University Library of Munich, Germany.
    14. Sarah Brown & Jolian McHardy & Robert McNabb & Karl Taylor, 2011. "Workplace Performance, Worker Commitment, and Loyalty," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 925-955, September.
    15. Samokhvalov Konstantin, 2024. "The Transformative Impact of Artificial Intelligence on the Management Consultancy Sector," Management Consulting Journal, Sciendo, vol. 7(1), pages 59-68, January.
    16. Dessein, Wouter & Lo, Desmond (Ho-Fu) & Minami, Chieko, 2019. "Coordination and Organization Design: Theory and Micro-evidence," CEPR Discussion Papers 13938, C.E.P.R. Discussion Papers.
    17. Kingwell, Ross S., 2003. "Institutional change and plant variety provision in Australia," 2003 Conference (47th), February 12-14, 2003, Fremantle, Australia 57905, Australian Agricultural and Resource Economics Society.
    18. Hideshi Itoh & Tatsuya Kikutani & Osamu Hayashida, 2008. "Complementarities among Authority, Accountability, and Monitoring: Evidence from Japanese Business Groups," NBER Chapters, in: Organizational Innovation and Firm Performance, pages 207-228, National Bureau of Economic Research, Inc.
    19. Eric J. Van den Steen, 2009. "Authority versus Persuasion," Harvard Business School Working Papers 09-085, Harvard Business School.
    20. Joshua R. Bruce & John M. de Figueiredo & Brian S. Silverman, 2019. "Public contracting for private innovation: Government capabilities, decision rights, and performance outcomes," Strategic Management Journal, Wiley Blackwell, vol. 40(4), pages 533-555, April.
    21. Amrit Tiwana & Stephen K. Kim, 2015. "Discriminating IT Governance," Information Systems Research, INFORMS, vol. 26(4), pages 656-674, December.
    22. Josh Lerner & Julie Wulf, 2006. "Innovation and Incentives: Evidence from Corporate R&D," NBER Working Papers 11944, National Bureau of Economic Research, Inc.
    23. Luis Garicano & Luis Rayo, 2016. "Why Organizations Fail: Models and Cases," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 137-192, March.
    24. Illoong Kwon, 2006. "Optimal Contracts for Long‐Term Decisions and the Threat of Dismissal," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(3), pages 735-761, September.
    25. Coleff, Joaquín, 2011. "Organizational design of multi-product multi-market firms," UC3M Working papers. Economics we1122, Universidad Carlos III de Madrid. Departamento de Economía.
    26. Kräkel, Matthias, 2021. "On the delegation of authority," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 965-981.
    27. Cooke, Dudley & Fernandes, Ana P. & Ferreira, Priscila, 2021. "Entry deregulation, firm organization, and wage inequality," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    28. Gerrit de Wit & Haibo Zhou, 2009. "Determinants and dimensions of firm growth," Scales Research Reports H200903, EIM Business and Policy Research.
    29. Jongwoon (Willie) Choi & Gary W. Hecht & William B. Tayler, 2013. "Strategy Selection, Surrogation, and Strategic Performance Measurement Systems," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 105-133, March.
    30. Ricardo Alonso & Wouter Dessein & Niko Matouschek, 2008. "When Does Coordination Require Centralization?," American Economic Review, American Economic Association, vol. 98(1), pages 145-179, March.
    31. Eric Van den Steen, 2010. "Interpersonal Authority in a Theory of the Firm," American Economic Review, American Economic Association, vol. 100(1), pages 466-490, March.
    32. Tigran Melkonyan, 2014. "Decentralization, Incentive Contracts and the Effect of Distortions in Performance Measures," Manchester School, University of Manchester, vol. 82(6), pages 631-652, December.
    33. Dessein, Wouter, 2012. "Incomplete Contracts and Firm Boundaries: New Directions," CEPR Discussion Papers 9019, C.E.P.R. Discussion Papers.
    34. Maria Guadalupe & Julie Wulf, 2008. "The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization," NBER Working Papers 14491, National Bureau of Economic Research, Inc.
    35. Donal Crilly & Pamela Sloan, 2014. "Autonomy or Control? Organizational Architecture and Corporate Attention to Stakeholders," Organization Science, INFORMS, vol. 25(2), pages 339-355, April.
    36. Schöttner, Anja & Rohlfing-Bastian, Anna, 2016. "Optimal Allocation of Decision-Making Authority and the Provision of Incentives under Uncertainty," VfS Annual Conference 2016 (Augsburg): Demographic Change 145670, Verein für Socialpolitik / German Economic Association.
    37. Guadalupe, Maria & Wulf, Julie, 2009. "The Flattening Firm and Product Market Competition," CEPR Discussion Papers 7253, C.E.P.R. Discussion Papers.
    38. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2019. "A Structural Model of a Multitasking Salesforce: Multidimensional Incentives and Plan Design," Cowles Foundation Discussion Papers 2199R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2021.
    39. Bester, Helmut & Krähmer, Daniel, 2007. "Delegation and Incentives," CEPR Discussion Papers 6042, C.E.P.R. Discussion Papers.
    40. Renfu Luo & Grant Miller & Scott Rozelle & Sean Sylvia & Marcos Vera-Hernández, 2015. "Can Bureaucrats Really Be Paid Like CEOs? School Administrator Incentives for Anemia Reduction in Rural China," NBER Working Papers 21302, National Bureau of Economic Research, Inc.
    41. Alfredo De Massis & Kimberly A. Eddleston & Paola Rovelli, 2021. "Entrepreneurial by Design: How Organizational Design Affects Family and Non‐family Firms’ Opportunity Exploitation," Journal of Management Studies, Wiley Blackwell, vol. 58(1), pages 27-62, January.
    42. Robert S. Gibbons, 2010. "Inside Organizations: Pricing, Politics, and Path Dependence," Levine's Working Paper Archive 661465000000000249, David K. Levine.
    43. He Liu & Yun Bai & Zhiguang Huang & Han Qiao & Shouyang Wang, 2023. "Private banking development in China under two organizational structures: Economic analysis from an organizational innovation perspective," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
    44. Puschke, Kerstin, 2007. "Optimal hierarchies with diverse decision-makers," Discussion Papers 2007/10, Free University Berlin, School of Business & Economics.
    45. Wang, Tianxi, 2009. "Ownership, Control, and Incentive," Economics Discussion Papers 2955, University of Essex, Department of Economics.
    46. Choe, Chongwoo & In-Uck, Park, 2010. "Information, Authority, and Corporate Hierarchies," MPRA Paper 21865, University Library of Munich, Germany.
    47. DeVaro, Jed & Prasad, Suraj, 2013. "The Relationship Between Delegation and Incentives Across Occupations: Evidence and Theory," Working Papers 2013-05, University of Sydney, School of Economics.
    48. Guido Friebel & Michael Raith, 2010. "Resource Allocation and Organizational Form," American Economic Journal: Microeconomics, American Economic Association, vol. 2(2), pages 1-33, May.
    49. Gertner, Robert & Garicano, Luis & Dessein, Wouter, 2007. "Organizing for Synergies," CEPR Discussion Papers 6019, C.E.P.R. Discussion Papers.
    50. Alonso, Ricardo, 2009. "Strategic control and strategic communication," LSE Research Online Documents on Economics 58682, London School of Economics and Political Science, LSE Library.
    51. Andy Cosh & Xiaolan Fu & Alan Hughes, 2012. "Organisation structure and innovation performance in different environments," Small Business Economics, Springer, vol. 39(2), pages 301-317, September.
    52. Oindrila Dey & Swapnendu Banerjee, 2022. "Incentives, Status and Thereafter: A Critical Survey," South Asian Journal of Macroeconomics and Public Finance, , vol. 11(1), pages 95-115, June.
    53. Liu, Shuo & Migrow, Dimitri, 2022. "When does centralization undermine adaptation?," Journal of Economic Theory, Elsevier, vol. 205(C).
    54. Ratto Marisa & Schnedler Wendelin, 2008. "Too Few Cooks Spoil the Broth: Division of Labor and Directed Production," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-19, August.
    55. Corinne A. Coen & Catherine A. Maritan, 2011. "Investing in Capabilities: The Dynamics of Resource Allocation," Organization Science, INFORMS, vol. 22(1), pages 99-117, February.
    56. Harsh Ketkar & Maciej Workiewicz, 2022. "Power to the people: The benefits and limits of employee self‐selection in organizations," Strategic Management Journal, Wiley Blackwell, vol. 43(5), pages 935-963, May.
    57. Julie Wulf, 2007. "Authority, Risk, And Performance Incentives: Evidence From Division Manager Positions Inside Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 55(1), pages 169-196, March.
    58. Maria De Paola & Vincenzo Scoppa, 2006. "Organizational Design, Project Selection, and Incentives," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 162(3), pages 424-449, September.
    59. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
    60. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
    61. Van den Steen, Eric, 2007. "The Limits of Authority: Motivation versus Coordination," Working papers 37305, Massachusetts Institute of Technology (MIT), Sloan School of Management.

  59. Christopher Avery & Susan Athey & Peter Zemsky, 2000. "Mentoring and Diversity," American Economic Review, American Economic Association, vol. 90(4), pages 765-786, September.
    See citations under working paper version above.
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    Cited by:

    1. Evan Rawley & Timothy S. Simcoe, 2010. "Diversification, Diseconomies of Scope, and Vertical Contracting: Evidence from the Taxicab Industry," Management Science, INFORMS, vol. 56(9), pages 1534-1550, September.
    2. Swati Dhingra, 2013. "Trading Away Wide Brands for Cheap Brands," American Economic Review, American Economic Association, vol. 103(6), pages 2554-2584, October.
    3. Alessandro Fedele & Andrea Mantovani, 2008. "Complementarity, Coordination, and Credit," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 164(2), pages 230-253, June.
    4. Tingliang Huang & Chao Liang & Jingqi Wang, 2018. "The Value of “Bespoke”: Demand Learning, Preference Learning, and Customer Behavior," Management Science, INFORMS, vol. 64(7), pages 3129-3145, July.
    5. AMIR, Rabah & WOODERS, John, 1997. "One-way spillovers, endogenous innovator/imitator roles and research joint ventures," LIDAM Discussion Papers CORE 1997027, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    6. Yingyi Qian & Gerard Roland & Chenggang Xu, 1999. "Coordinating Changes in M-form and U-form Organizations," William Davidson Institute Working Papers Series 284, William Davidson Institute at the University of Michigan.
    7. Daron Acemoglu & Philippe Aghion & Rachel Griffith & Fabrizio Zilibotti, 2010. "Vertical Integration and Technology: Theory and Evidence," Journal of the European Economic Association, MIT Press, vol. 8(5), pages 989-1033, September.
    8. Hennessy, David A., 1997. "Short- And Long-Run Comparative Statics of Uncertainty, The," Staff General Research Papers Archive 10670, Iowa State University, Department of Economics.
    9. Martin Woerter, 2011. "Driving forces for research and development strategies: an empirical analysis based on firm-level panel data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(7), pages 611-636, March.
    10. David Soberman & Hubert Gatignon, 2005. "Research Issues at the Boundary of Competitive Dynamics and Market Evolution," Marketing Science, INFORMS, vol. 24(1), pages 165-174, September.
    11. Eckel, Carsten & Unger, Florian, 2015. "Credit constraints, endogenous innovations, and price setting in international trade," Discussion Papers in Economics 24858, University of Munich, Department of Economics.
    12. Pan, Xiaojun & Li, Shoude, 2016. "Dynamic optimal control of process–product innovation with learning by doing," European Journal of Operational Research, Elsevier, vol. 248(1), pages 136-145.
    13. Genlong Guo & Shoude Li, 2023. "A dynamic analysis of a monopolist's efforts for improving product quality and process innovation with reference price effects under linear demand," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 2328-2345, June.
    14. Fabio Dio & Luca Correani, 2020. "Quality-improving and cost-reducing strategic alliances," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(2), pages 493-524, July.
    15. A. Leiponen, 1997. "Dynamic Competences and Firm Performance," Working Papers ir97006, International Institute for Applied Systems Analysis.
    16. Dennis J. Snower & Alessio J. G. Brown & Christian Merkl, 2009. "Globalization and the Welfare State: A Review of Hans-Werner Sinn's Can Germany Be Saved?," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 136-158, March.
    17. Jinyoung Kim, 2010. "Patent Portfolio Management of Sequential Innovations," Discussion Paper Series 1005, Institute of Economic Research, Korea University.
    18. R. Amir & A. Mantovani, 2003. "Self-organised Criticality and Technological Convergence," Working Papers 470, Dipartimento Scienze Economiche, Universita' di Bologna.
    19. N. Lacetera & L. Zirulia, 2008. "Knowledge Spillovers, Competition, and R&D Incentive Contracts," Working Papers 624, Dipartimento Scienze Economiche, Universita' di Bologna.
    20. Jinyoung Kim, 2015. "Patent Portfolio Management of Sequential Innovations: Theory and Empirics," Discussion Paper Series 1504, Institute of Economic Research, Korea University.
    21. Rouvinen, Petri, 1999. "Characteristics of Product and Process Innovators among Finnish Manufacturing Firms," Discussion Papers 690, The Research Institute of the Finnish Economy.
    22. Andrea Mantovani, 2006. "Complementarity between product and process innovation in a monopoly setting," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(3), pages 219-234.
    23. Susan Athey & Armin Schmutzler, 1999. "Innovation and the Emergence of Market Dominance," SOI - Working Papers 9906, Socioeconomic Institute - University of Zurich.
    24. Anders Rosenstand Laugesen, 2015. "Asymmetric Monotone Comparative Statics for the Industry Compositions," Economics Working Papers 2015-22, Department of Economics and Business Economics, Aarhus University.
    25. Immordino Giovanni, 2009. "Advertising and Cost Reduction," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 9(1), pages 1-15, April.
    26. Alexandr Knobel, 2010. "Factors of important Tariff Information," Research Paper Series, Gaidar Institute for Economic Policy, issue 143P.
    27. Amir, Rabah & Evstigneev, Igor & Wooders, John, 2003. "Noncooperative versus cooperative R&D with endogenous spillover rates," Games and Economic Behavior, Elsevier, vol. 42(2), pages 183-207, February.
    28. Bourreau, Marc & Dogan, PInar, 2010. "Cooperation in product development and process R&D between competitors," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 176-190, March.
    29. Cefis, Elena & Marsili, Orietta, 2012. "Going, going, gone. Exit forms and the innovative capabilities of firms," Research Policy, Elsevier, vol. 41(5), pages 795-807.
    30. Tobias Kretschmer & Eugenio Miravete & José Pernías, 2009. "Competitive Pressure and the Adoption of Complementary Innovations," Working Papers 09-22, NET Institute, revised Sep 2009.
    31. L. Lambertini & A. Mantovani, 2004. "Process and Product Innovation: a Differential Game Approach to Product Life Cycle," Working Papers 529, Dipartimento Scienze Economiche, Universita' di Bologna.
    32. Jeffrey R. Campbell & Jonas D. M. Fisher, 1998. "Organizational flexibility and employment dynamics at young and old plants," Working Paper Series WP-98-24, Federal Reserve Bank of Chicago.
    33. S. Hati & K. Maity, 2023. "Product process innovation model of fuzzy optimal control of nonlinear system with finite time horizon under granular differentiability concept," OPSEARCH, Springer;Operational Research Society of India, vol. 60(2), pages 753-775, June.
    34. Yasunori Ishii, 2017. "International asymmetric R&D rivalry and industrial strategy," Journal of Economics, Springer, vol. 122(3), pages 267-278, November.
    35. Takii, Katsuya, 2007. "The value of adaptability--Through the analysis of a firm's prediction ability," Journal of Economics and Business, Elsevier, vol. 59(2), pages 144-162.
    36. Aldónio Ferreira & Carly Moulang & Bayu Hendro, 2010. "Environmental management accounting and innovation: an exploratory analysis," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 23(7), pages 920-948, September.
    37. Etro, Federico, 2019. "Mergers of complements and entry in innovative industries," International Journal of Industrial Organization, Elsevier, vol. 65(C), pages 302-326.
    38. Emanuele Bacchiega & Luca Lambertini & Andrea Mantovaini, 2011. "Process And Product Innovation In A Vertically Differentiated Industry," International Game Theory Review (IGTR), World Scientific Publishing Co. Pte. Ltd., vol. 13(02), pages 209-221.
    39. Belderbos, R.A. & Carree, M.A. & Lokshin, B., 2006. "Complementarity in R&D cooperation strategies," Research Memorandum 013, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    40. Masso, Jaan & Tiwari, Amaresh K., 2024. "Productivity impacts of R&D and non-R&D modes of technological change for incumbents and entrants in a catching-up economy," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    41. Dawid, Herbert & Kopel, Michael & Kort, Peter M., 2010. "Innovation threats and strategic responses in oligopoly markets," Journal of Economic Behavior & Organization, Elsevier, vol. 75(2), pages 203-222, August.
    42. Even Caroli & John Van Reenen, 1999. "Organization, skill and technology: evidence from a panel of British and French establishments," IFS Working Papers W99/23, Institute for Fiscal Studies.
    43. Hennessy, David A., 1998. "Risk Market Innovations and Choice," Staff General Research Papers Archive 1205, Iowa State University, Department of Economics.
    44. Arghya Ghosh & Takao Kato & Hodaka Morita, 2012. "Continuous improvement and competitive pressure in the presence of discrete innovation," Discussion Papers 2012-17, School of Economics, The University of New South Wales.
    45. David A. Hennessy, 1999. "Input Decisions and Price‐Quality Schedules," Southern Economic Journal, John Wiley & Sons, vol. 66(1), pages 168-177, July.
    46. Yingyi Qian & Gerard Roland & Chenggang Xu, 2003. "Coordinating Tasks in M-Form and U-Form Organisations," STICERD - Theoretical Economics Paper Series 458, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    47. Maria Rosa Battaggion & Piero Tedeschi, 2021. "How do demand and costs affect the nature of innovation?," Journal of Economics, Springer, vol. 133(3), pages 199-238, August.
    48. Knobel, A., 2009. "Vertical Integration and Economic Growth: An Empirical Study," Journal of the New Economic Association, New Economic Association, issue 3-4, pages 54-70.
    49. Bondarev, Anton A., 2010. "The long run Dynamics of heterogeneous Product and Process Innovations for a Multi Product Monopolist," MPRA Paper 35195, University Library of Munich, Germany, revised 26 Nov 2011.
    50. David Martimort & Stéphane Straub, 2016. "How To Design Infrastructure Contracts In A Warming World: A Critical Appraisal Of Public–Private Partnerships," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57(1), pages 61-88, February.
    51. Samoilenko, Sergey & Osei-Bryson, Kweku-Muata, 2008. "An exploration of the effects of the interaction between ICT and labor force on economic growth in transition economies," International Journal of Production Economics, Elsevier, vol. 115(2), pages 471-481, October.
    52. Laura Abramovsky & Rachel Griffith, 2006. "Outsourcing and Offshoring of Business Services: How Important is ICT?," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 594-601, 04-05.
    53. Jeffrey R. Campbell & Jonas D. M. Fisher, 2004. "Idiosyncratic Risk and Aggregate Employment Dynamics," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 331-353, April.
    54. Ayşe Günsel & Atif Açikgöz, 2013. "The Effects of Team Flexibility and Emotional Intelligence on Software Development Performance," Group Decision and Negotiation, Springer, vol. 22(2), pages 359-377, March.
    55. Levin, Mark (Левин, Марк) & Matrosova, Kseniya (Матросова, Ксения), 2015. "Innovation management based concidering advertising and complementarity of public and private levels of technology [Управление Инновациями С Учетом Рекламы И Комплементарности Общественного И Частн," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 6, pages 109-132.
    56. Levin, Mark (Левин, Марк) & Matrosova, K. (Матросова, К.), 2016. "Research, Modeling and Process Management Dissemination of Innovations in Socio-Economic Systems [Исследование, Моделирование И Управление Процессами Распространения Инноваций В Социально-Экономиче," Working Papers 1443, Russian Presidential Academy of National Economy and Public Administration.
    57. Peter Arendorf Bache & Anders Laugesen, 2013. "Monotone Comparative Statics for the Industry Composition," Economics Working Papers 2013-10, Department of Economics and Business Economics, Aarhus University.
    58. Leiponen, Aija, 2002. "Competencies and Firm Performance - Increasing Returns from Knowledge Complementaries?," Discussion Papers 703, The Research Institute of the Finnish Economy.
    59. Hyunbae Chun & Sung-Bae Mun, 2014. "Innovative Activities of an Incumbent and a Potential Entrant: An Empirical Exploration of the Role of Uncertainty in Product and Process Innovations," Working Papers 1406, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    60. Souresh Saha, 2007. "Consumer preferences and product and process R&D," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 250-268, March.
    61. Yingyi Qian & Gerard Roland & Chenggang Xu, 2001. "Attribute Coordination in Organizations," Annals of Economics and Finance, Society for AEF, vol. 2(2), pages 487-518, November.
    62. Saha, Souresh, 2014. "Firm's objective function and product and process R&D," Economic Modelling, Elsevier, vol. 36(C), pages 484-494.
    63. Novo-Peteiro, Jose A., 2000. "New technologies, information reusability and diversification: A simple model of a banking firm," Information Economics and Policy, Elsevier, vol. 12(1), pages 69-88, March.
    64. Chenavaz, Régis, 2012. "Dynamic pricing, product and process innovation," European Journal of Operational Research, Elsevier, vol. 222(3), pages 553-557.
    65. Derek G. Brewin & Daniel C. Monchuk & Mark D. Partridge, 2009. "Examining the Adoption of Product and Process Innovations in the Canadian Food Processing Industry," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(1), pages 75-97, March.
    66. Laura Abramovsky & Rachel Griffith, 2009. "ICT, corporate restructuring and productivity," IFS Working Papers W09/10, Institute for Fiscal Studies.
    67. Spyros Arvanitis & Euripidis N. Loukis, 2014. "Investigating the effects of ICT on innovation and performance of European hospitals," KOF Working papers 14-366, KOF Swiss Economic Institute, ETH Zurich.
    68. Iordanis Petsas & Christos Giannikos, 2005. "Process versus Product Innovation in Multiproduct Firms," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 4(3), pages 231-248, December.
    69. Rosa Bernardini Papalia & Silvia Bertarelli & Susanna Mancinelli, 2018. "Innovation, complementarity, and exporting. Evidence from German manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 3-38, January.
    70. Jaan Masso & Amaresh K Tiwari, 2022. "Productivity Implications of R&D, Innovation, and Capital Accumulation for Incumbents and Entrants: Perspectives from a Catching-up Economy," Papers 2205.10540, arXiv.org.
    71. Cesare Dosi & Michele Moretto, 1999. "Is Ecolabelling a Reliable Environmental Policy Measure?," Working Papers 1999.9, Fondazione Eni Enrico Mattei.
    72. Patsy Govender, 2012. "Do Not ‘Hit and Miss’ Or ‘Spray and Pray’, Diagnose First," Journal of Economics and Behavioral Studies, AMH International, vol. 4(12), pages 677-690.
    73. Abdulkareem Salameh Awwad & Omar Mohammed Ali Ababneh & Mahmoud Karasneh, 2022. "The Mediating Impact of IT Capabilities on the Association between Dynamic Capabilities and Organizational Agility: The Case of the Jordanian IT Sector," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(3), pages 315-330, September.
    74. Jan W. Rivkin, 2001. "Reproducing Knowledge: Replication Without Imitation at Moderate Complexity," Organization Science, INFORMS, vol. 12(3), pages 274-293, June.
    75. Lambertini, Luca & Mantovani, Andrea, 2009. "Process and product innovation by a multiproduct monopolist: A dynamic approach," International Journal of Industrial Organization, Elsevier, vol. 27(4), pages 508-518, July.
    76. Christine Halmenschlager & Andrea Mantovani & Michael Troege, 2011. "Demand Expansion And Elasticity Improvement As Complementary Marketing Goals," Manchester School, University of Manchester, vol. 79(1), pages 145-158, January.
    77. Baker, Erin & Shittu, Ekundayo, 2006. "Profit-maximizing R&D in response to a random carbon tax," Resource and Energy Economics, Elsevier, vol. 28(2), pages 160-180, May.
    78. Maria Rosa Battaggion & Piero Tedeschi, 2006. "Do Process Innovations Induce Product Ones?," Working Papers (-2012) 0601, University of Bergamo, Department of Economics.
    79. Lin, Ping & Saggi, Kamal, 2002. "Product differentiation, process R&D, and the nature of market competition," European Economic Review, Elsevier, vol. 46(1), pages 201-211, January.
    80. Jinyoung Kim, 2015. "Patent Portfolio Management of Sequential Inventions: Evidence from US Patent Renewal Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 47(2), pages 195-218, September.
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Chapters

  1. Susan Athey, 2018. "The Impact of Machine Learning on Economics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 507-547, National Bureau of Economic Research, Inc.

    Cited by:

    1. Blanquero, Rafael & Carrizosa, Emilio & Molero-Río, Cristina & Romero Morales, Dolores, 2020. "Sparsity in optimal randomized classification trees," European Journal of Operational Research, Elsevier, vol. 284(1), pages 255-272.
    2. Castle, Jennifer L. & Doornik, Jurgen A. & Hendry, David F., 2021. "Modelling non-stationary ‘Big Data’," International Journal of Forecasting, Elsevier, vol. 37(4), pages 1556-1575.
    3. Onder Ozgur & Erdal Tanas Karagol & Fatih Cemil Ozbugday, 2021. "Machine learning approach to drivers of bank lending: evidence from an emerging economy," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-29, December.
    4. Byron Botha & Rulof Burger & Kevin Kotze & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," School of Economics Macroeconomic Discussion Paper Series 2022-03, School of Economics, University of Cape Town.
    5. Longo, Luigi & Riccaboni, Massimo & Rungi, Armando, 2022. "A neural network ensemble approach for GDP forecasting," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    6. René Böheim & Philipp Stöllinger, 2020. "Decomposition of the Gender Wage Gap using the LASSO Estimator," Economics working papers 2020-03, Department of Economics, Johannes Kepler University Linz, Austria.
    7. Philippe Goulet Coulombe & Maxime Leroux & Dalibor Stevanovic & Stéphane Surprenant, 2019. "How is Machine Learning Useful for Macroeconomic Forecasting?," CIRANO Working Papers 2019s-22, CIRANO.
    8. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
    9. Michael Bailey & Drew Johnston & Theresa Kuchler & Johannes Stroebel & Arlene Wong, 2019. "Peer effects in product adoption," CESifo Working Paper Series 7685, CESifo.
    10. Michael Allan Ribers & Hannes Ullrich, 2020. "Machine Predictions and Human Decisions with Variation in Payoffs and Skills," Discussion Papers of DIW Berlin 1911, DIW Berlin, German Institute for Economic Research.
    11. Emilio Colombo & Matteo Pelagatti, 2019. "Statistical Learning and Exchange Rate Forecasting," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis1901, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    12. Manav Raj & Robert Seamans, 2019. "Primer on artificial intelligence and robotics," Journal of Organization Design, Springer;Organizational Design Community, vol. 8(1), pages 1-14, December.
    13. Pablo Picardo, 2019. "Predicción de precios de vivienda: Aprendizaje estadístico con datos de oferta y transacciones para la ciudad de Montevideo," Documentos de trabajo 2019002, Banco Central del Uruguay.
    14. Blanquero, Rafael & Carrizosa, Emilio & Molero-Río, Cristina & Morales, Dolores Romero, 2022. "On sparse optimal regression trees," European Journal of Operational Research, Elsevier, vol. 299(3), pages 1045-1054.
    15. Galdo,Virgilio & Li,Yue-000316086 & Rama,Martin G., 2020. "Identifying Urban Areas by Combining Human Judgment and Machine Learning : An Application to India," Policy Research Working Paper Series 0160, The World Bank.
    16. Susan Athey & Guido Imbens, 2019. "Machine Learning Methods Economists Should Know About," Papers 1903.10075, arXiv.org.
    17. Li, Jiyuan & Li, Zihui & Zhang, Min, 2023. "CFOs’ facial trustworthiness and bank loan contracts," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 332-357.
    18. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
    19. Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," IZA Discussion Papers 12039, Institute of Labor Economics (IZA).
    20. Pawel Dlotko & Simon Rudkin & Wanling Qiu, 2019. "Topologically Mapping the Macroeconomy," Papers 1911.10476, arXiv.org.
    21. Paolo Brunori & Paul Hufe & Daniel Mahler, 2023. "The roots of inequality: estimating inequality of opportunity from regression trees and forests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 900-932, October.
    22. Koffi Dumor & Li Yao, 2019. "Estimating China’s Trade with Its Partner Countries within the Belt and Road Initiative Using Neural Network Analysis," Sustainability, MDPI, vol. 11(5), pages 1-22, March.
    23. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
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    28. Laurens Cherchye & Thomas Demuynck & Bram De Rock & Mikhail Freer, 2018. "Equilibrium Play in First Price Auctions: Revealed Preference Analysis," Working Papers ECARES 2018-36, ULB -- Universite Libre de Bruxelles.
    29. Ivaldi, Marc & Motis, Jrissy, 2007. "Mergers as Auctions," IDEI Working Papers 461, Institut d'Économie Industrielle (IDEI), Toulouse.
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