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The State of Applied Econometrics - Causality and Policy Evaluation

Citations

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Cited by:

  1. Amit Sharma & Emre Kiciman, 2020. "DoWhy: An End-to-End Library for Causal Inference," Papers 2011.04216, arXiv.org.
  2. Mohammad Reza Farzanegan & Mohammad Ali Kadivar, 2023. "The effect of Islamic revolution and war on income inequality in Iran," Empirical Economics, Springer, vol. 65(2), pages 1007-1026, August.
  3. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
  4. 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," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 553-580, August.
  5. Minghui Fu & Chuanjiang Liu & Yuting Ma & Liukun Wang, 2022. "Does City Public Service Distance Increase Sense of Gain to Public Health Service? Evidence from 1394 Migrant Workers in Six Provinces," IJERPH, MDPI, vol. 19(10), pages 1-20, May.
  6. Masahiro Kato & Akari Ohda & Masaaki Imaizumi, 2023. "Asymptotically Unbiased Synthetic Control Methods by Distribution Matching," Papers 2307.11127, arXiv.org, revised May 2024.
  7. Isil Erel & Léa H Stern & Chenhao Tan & Michael S Weisbach, 2021. "Selecting Directors Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3226-3264, National Bureau of Economic Research, Inc.
  8. Tsang, Andrew, 2021. "Uncovering Heterogeneous Regional Impacts of Chinese Monetary Policy," MPRA Paper 110703, University Library of Munich, Germany.
  9. Riccardo Di Francesco, 2022. "Aggregation Trees," CEIS Research Paper 546, Tor Vergata University, CEIS, revised 20 Nov 2023.
  10. Dennis Essers & Stefaan Ide, 2017. "The IMF and precautionary lending : An empirical evaluation of the selectivity and effectiveness of the flexible credit line," Working Paper Research 323, National Bank of Belgium.
  11. Abrell, Jan & Kosch, Mirjam & Rausch, Sebastian, 2022. "How effective is carbon pricing?—A machine learning approach to policy evaluation," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
  12. de Rassenfosse, Gaétan & Grazzi, Marco & Moschella, Daniele & Pellegrino, Gabriele, 2022. "International patent protection and trade: Transaction-level evidence," European Economic Review, Elsevier, vol. 147(C).
  13. Michael Zimmert, 2018. "The Finite Sample Performance of Treatment Effects Estimators based on the Lasso," Papers 1805.05067, arXiv.org.
  14. Isabel Busom & Jorge-Andrés Vélez-Ospina, 2021. "Subsidising innovation over the business cycle," Industry and Innovation, Taylor & Francis Journals, vol. 28(6), pages 773-803, July.
  15. MOUCHART Michel, & ORSI Renzo, & WUNSCH Guillaume,, 2020. "Causality in econometric modeling. From theory to structural causal modeling," LIDAM Discussion Papers CORE 2020003, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  16. Ying Liu & Haoran Zhao & Jieguang Sun & Yahui Tang, 2022. "Digital Inclusive Finance and Family Wealth: Evidence from LightGBM Approach," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
  17. Coveney, Max & Oosterveen, Matthijs, 2021. "What drives ability peer effects?," European Economic Review, Elsevier, vol. 136(C).
  18. Alice Lépissier & Matto Mildenberger, 2021. "Unilateral climate policies can substantially reduce national carbon pollution," Climatic Change, Springer, vol. 166(3), pages 1-21, June.
  19. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "The Augmented Synthetic Control Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1789-1803, October.
  20. Dalmazzo, Alberto & de Blasio, Guido & Poy, Samuele, 2018. "Local secessions, homophily, and growth. A model with some evidence from the regions of Abruzzo and Molise (Italy, 1963)," Journal of Economic Behavior & Organization, Elsevier, vol. 151(C), pages 284-306.
  21. Orhan Erdem & Sukran Erdem & Kelly Monson, 2023. "Children, vaccines, and financial incentives," International Journal of Health Economics and Management, Springer, vol. 23(4), pages 537-552, December.
  22. Nils Verheuvel & Joost Witteman & Marilou Vlaanderen, 2023. "Synthetic Control Method for Dutch Policy Evaluation," De Economist, Springer, vol. 171(1), pages 51-83, March.
  23. Denti, Daria & Iammarino, Simona, 2022. "Coming Out of the Woods. Do local support services influence the propensity to report sexual violence?," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 334-352.
  24. Fabiana Rocha & Maria Dolores Montoya Diaz & Paula Carvalho Pereda & Isadora Bousquat Arabe & Filipe Cavalcanti & Samuel Lordemus & Noemi Kreif & Rodrigo Moreno-Serra, 2024. "COVID-19 and gender-biased violence: current knowledge, gaps, and implications for public policy," Working Papers, Department of Economics 2024_14, University of São Paulo (FEA-USP).
  25. Nadine McCloud & Ajornie Taylor, 2022. "Does inflation targeting matter for international trade? A synthetic control analysis," Empirical Economics, Springer, vol. 63(5), pages 2427-2478, November.
  26. Delis, Manthos & Galariotis, Emilios & Monne, Jerome, 2021. "Economic condition and financial cognition," Journal of Banking & Finance, Elsevier, vol. 123(C).
  27. Angelo Cozzubo & Elard Amaya & Juan Cueto, 2021. "The social costs of crime: the erosion of trust between citizens and public institutions," Economics of Governance, Springer, vol. 22(2), pages 93-117, June.
  28. Lechner, Michael, 2018. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," IZA Discussion Papers 12040, Institute of Labor Economics (IZA).
  29. Böckerman, Petri & Haapanen, Mika & Jepsen, Christopher, 2019. "Back to school: Labor-market returns to higher vocational schooling," Labour Economics, Elsevier, vol. 61(C).
  30. Dionissi Aliprantis & Francisca G.-C. Richter, 2020. "Evidence of Neighborhood Effects from Moving to Opportunity: Lates of Neighborhood Quality," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 633-647, October.
  31. Justman, Moshe, 2018. "Randomized controlled trials informing public policy: Lessons from project STAR and class size reduction," European Journal of Political Economy, Elsevier, vol. 54(C), pages 167-174.
  32. David Audretsch & Paul P. Momtaz & Hanna Motuzenko & Silvio Vismara, 2023. "The Economic Costs of the Russia-Ukraine War: A Synthetic Control Study of (Lost) Entrepreneurship," Papers 2303.02773, arXiv.org.
  33. Simon Blöthner & Mario Larch, 2022. "Economic determinants of regional trade agreements revisited using machine learning," Empirical Economics, Springer, vol. 63(4), pages 1771-1807, October.
  34. Wei Chen & Zaiyan Wei & Karen Xie, 2022. "The Battle for Homes: How Does Home Sharing Disrupt Local Residential Markets?," Management Science, INFORMS, vol. 68(12), pages 8589-8612, December.
  35. Daniel Goller & Tamara Harrer & Michael Lechner & Joachim Wolff, 2021. "Active labour market policies for the long-term unemployed: New evidence from causal machine learning," Papers 2106.10141, arXiv.org, revised May 2023.
  36. Wei, Waverly & Zhou, Yuqing & Zheng, Zeyu & Wang, Jingshen, 2024. "Inference on the best policies with many covariates," Journal of Econometrics, Elsevier, vol. 239(2).
  37. 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).
  38. Thomas Buser & Huaiping Yuan, 2019. "Do Women Give Up Competing More Easily? Evidence from the Lab and the Dutch Math Olympiad," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 225-252, July.
  39. Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Discussion Paper Series 730, Institute of Economic Research, Hitotsubashi University.
  40. Harouna Sedgo, 2024. "Corruption and leadership in Africa: Evidence from Burkina Faso," EconomiX Working Papers 2024-16, University of Paris Nanterre, EconomiX.
  41. 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.
  42. de Blasio, Guido & D'Ignazio, Alessio & Letta, Marco, 2022. "Gotham city. Predicting ‘corrupted’ municipalities with machine learning," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  43. John J. Donohue & Abhay Aneja & Kyle D. Weber, 2019. "Right‐to‐Carry Laws and Violent Crime: A Comprehensive Assessment Using Panel Data and a State‐Level Synthetic Control Analysis," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 16(2), pages 198-247, June.
  44. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
  45. Candelon, Bertrand & Hasse, Jean-Baptiste, 2023. "Testing for causality between climate policies and carbon emissions reduction," Finance Research Letters, Elsevier, vol. 55(PA).
  46. Gabriel Okasa, 2022. "Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance," Papers 2201.12692, arXiv.org.
  47. Dueñas, Marco & Ortiz, Víctor & Riccaboni, Massimo & Serti, Francesco, 2021. "Assessing the Impact of COVID-19 on Trade: a Machine Learning Counterfactual Analysis," Working papers 79, Red Investigadores de Economía.
  48. Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2024. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(1), pages 1-13, January.
  49. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Working Papers 2021-022, Human Capital and Economic Opportunity Working Group.
  50. 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.
  51. Rohan Best & Paul J. Burke, 2020. "Energy mix persistence and the effect of carbon pricing," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(3), pages 555-574, July.
  52. Md Saiful Islam & Md Sarowar Morshed & Gary J Young & Md Noor-E-Alam, 2019. "Robust policy evaluation from large-scale observational studies," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-19, October.
  53. Merz, Joachim, 2022. "Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners," IZA Discussion Papers 15140, Institute of Labor Economics (IZA).
  54. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
  55. Xiao, Lu & Xu, Xiaolin & Xue, Weili, 2024. "Blockchain mania without bitcoins: Evidence from the Chinese stock market," Research in International Business and Finance, Elsevier, vol. 67(PB).
  56. Guido de Blasio & Alessio D'Ignazio & Marco Letta, 2020. "Predicting Corruption Crimes with Machine Learning. A Study for the Italian Municipalities," Working Papers 16/20, Sapienza University of Rome, DISS.
  57. Michael Funke & Kadri Männasoo & Helery Tasane, 2023. "Regional Economic Impacts of the Øresund Cross-Border Fixed Link: Cui Bono?," CESifo Working Paper Series 10557, CESifo.
  58. Federica Licari & Alessandra Mattei, 2020. "Assessing causal effects of extra compulsory learning on college students’ academic performances," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1595-1614, October.
  59. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," International Journal of Industrial Organization, Elsevier, vol. 73(C).
  60. Martin Becker & Stefan Klößner & Gregor Pfeifer, 2018. "Cross-Validating Synthetic Controls," Economics Bulletin, AccessEcon, vol. 38(1), pages 603-609.
  61. Michael C Knaus, 2022. "Double machine learning-based programme evaluation under unconfoundedness [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 602-627.
  62. Echevarría, Cruz A. & Hasancebi, Serhat & García-Enríquez, Javier, 2022. "Economic Effects of Macao’s Integration with Mainland China: A Causal Inference Study," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 37(2), pages 179-215.
  63. Juliano Assunção & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," NBER Working Papers 25636, National Bureau of Economic Research, Inc.
  64. Ferris, Ann E. & Frank, Eyal G., 2021. "Labor market impacts of land protection: The Northern Spotted Owl," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
  65. Francesca Caselli & Matilde Faralli & Paolo Manasse & Ugo Panizza, 2021. "On the Benefits of Repaying," IHEID Working Papers 18-2021, Economics Section, The Graduate Institute of International Studies.
  66. Joshua B. Gilbert & Zachary Himmelsbach & James Soland & Mridul Joshi & Benjamin W. Domingue, 2024. "Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory," Papers 2405.00161, arXiv.org, revised Aug 2024.
  67. Robert Kraemer & Jonne Lehtimäki, 2024. "Government debt, European Institutions and fiscal rules: a synthetic control approach," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(4), pages 1112-1157, August.
  68. Marisa Hidalgo-Hidalgo & Dunia López-Pintado, 2023. "The uneven effects of peers on collaborative and individual tasks," Working Papers 23.07, Universidad Pablo de Olavide, Department of Economics.
  69. Paul Minard, 2020. "Institutions and China's comparative development," Papers 2001.02804, arXiv.org.
  70. 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).
  71. Arno Parolini & Wei Wu Tan & Aron Shlonsky, 2019. "Decision-based models of the implementation of interventions in systems of healthcare: Implementation outcomes and intervention effectiveness in complex service environments," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-17, October.
  72. Mazzocchi, Mario & Capacci, Sara & Biondi, Beatrice, 2022. "Causal inference on the impact of nutrition policies using observational data," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(1), April.
  73. Nauro Campos & Fabrizio Coricelli & Luigi Moretti,, 2020. "Choosing Institutional over Economic Integration: Are There Growth Effects?," Working Papers hal-03028143, HAL.
  74. Spermann, Alexander, 2022. "Aktuelle Mikrosimulationsstudien zur Einführung eines partiellen bedingungslosen Grundeinkommens in Deutschland: Eine kritische Analyse," FRIBIS Discussion Paper Series 01-2022, University of Freiburg, Freiburg Institute for Basic Income Studies (FRIBIS).
  75. Stefan Pichler & Nicolas R. Ziebarth, 2020. "Labor Market Effects of U.S. Sick Pay Mandates," Journal of Human Resources, University of Wisconsin Press, vol. 55(2), pages 611-659.
  76. Jermain C. Kaminski & Christian Hopp, 2020. "Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals," Small Business Economics, Springer, vol. 55(3), pages 627-649, October.
  77. Tianzi Bao & Yi Ding & Ram Gopal & Mareike Möhlmann, 2024. "Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms," Information Systems Frontiers, Springer, vol. 26(4), pages 1453-1473, August.
  78. Anthony Niblett, 2018. "Regulatory Reform in Ontario: Machine Learning and Regulation," C.D. Howe Institute Commentary, C.D. Howe Institute, issue 507, March.
  79. Campos, Nauro F. & Coricelli, Fabrizio & Moretti, Luigi, 2019. "Institutional integration and economic growth in Europe," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 88-104.
  80. Edoardo Masset, 2022. "Conflict and Child Mortality in Mali: A Synthetic Control Analysis," Population and Development Review, The Population Council, Inc., vol. 48(4), pages 1097-1123, December.
  81. Bibek Adhikari & Romain Duval & Bingjie Hu & Prakash Loungani, 2018. "Can Reform Waves Turn the Tide? Some Case Studies using the Synthetic Control Method," Open Economies Review, Springer, vol. 29(4), pages 879-910, September.
  82. Thomas Barnebeck Andersen, 2023. "The Cost of a Currency Peg during the Great Recession," Open Economies Review, Springer, vol. 34(2), pages 255-279, April.
  83. Andrew Tsang, 2024. "Uncovering heterogeneous regional impacts of Chinese monetary policy," Empirical Economics, Springer, vol. 67(3), pages 915-940, September.
  84. Liu, Shaohui & Liu, Chuanjiang & Yang, Mian, 2021. "The effects of national environmental information disclosure program on the upgradation of regional industrial structure: Evidence from 286 prefecture-level cities in China," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 552-561.
  85. Carvalho, Carlos & Masini, Ricardo & Medeiros, Marcelo C., 2018. "ArCo: An artificial counterfactual approach for high-dimensional panel time-series data," Journal of Econometrics, Elsevier, vol. 207(2), pages 352-380.
  86. 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.
  87. Ganserer, Angelika & Gregory, Terry & Zierahn, Ulrich, 2022. "Minimum wages and the rise in solo self-employment," ZEW Discussion Papers 22-024, ZEW - Leibniz Centre for European Economic Research.
  88. Mitre-Becerril, David & MacDonald, John M., 2024. "Does urban development influence crime? Evidence from Philadelphia’s new zoning regulations," Journal of Urban Economics, Elsevier, vol. 142(C).
  89. Michael Lechner & Jana Mareckova, 2022. "Modified Causal Forest," Papers 2209.03744, arXiv.org.
  90. Idriss Fontaine & Justinien Razafindravaosolonirina, 2023. "The income loss of a political crisis: Evidence from Madagascar," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(3), pages 657-681, July.
  91. Bolhaar, Jonneke & Kuijpers, Sonny & Webbink, Dinand & Zumbuehl, Maria, 2024. "Does replacing grants by income-contingent loans harm enrolment? New evidence from a reform in Dutch higher education," Economics of Education Review, Elsevier, vol. 101(C).
  92. Garcia-Brazales, Javier, 2022. "Unlearning Traditionalism: The Long-Run Effects of Schools on Gender Attitudes," EconStor Preprints 232502, ZBW - Leibniz Information Centre for Economics, revised 2022.
  93. Christoph F. Kurz & Martin Rehm & Rolf Holle & Christina Teuner & Michael Laxy & Larissa Schwarzkopf, 2019. "The effect of bariatric surgery on health care costs: A synthetic control approach using Bayesian structural time series," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1293-1307, November.
  94. 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.
  95. Eliason, Paul & Lutz, Byron, 2018. "Can fiscal rules constrain the size of government? An analysis of the “crown jewel” of tax and expenditure limitations," Journal of Public Economics, Elsevier, vol. 166(C), pages 115-144.
  96. Kea BARET, 2021. "Fiscal rules’ compliance and Social Welfare," Working Papers of BETA 2021-38, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
  97. Michael C Knaus & Michael Lechner & Anthony Strittmatter, 2021. "Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence," The Econometrics Journal, Royal Economic Society, vol. 24(1), pages 134-161.
  98. Lucke, Bernd, 2022. "Growth Effects of European Monetary Union: A Synthetic Control Approach," MPRA Paper 115373, University Library of Munich, Germany.
  99. Stefano Yohanes Munaiseche & Abdul Rahman Dilapanga & Recky Herold Elby Sendouw & Marthinus Mandagi, 2022. "Evaluation of Beriman's Terminal Retribution at Tomohon City," Technium Social Sciences Journal, Technium Science, vol. 29(1), pages 29-41, March.
  100. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
  101. 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.
  102. Samer Matta & Michael Bleaney & Simon Appleton, 2022. "The economic impact of political instability and mass civil protest," Economics and Politics, Wiley Blackwell, vol. 34(1), pages 253-270, March.
  103. Corinne Autant-Bernard & Ruben Fotso & Nadine Massard, 2022. "Evaluating the impact of public policies on large firms: a synthetic control approach to science-industry transfer policies," Revue d'économie industrielle, De Boeck Université, vol. 0(4), pages 9-50.
  104. Riccardo Crescenzi & Guido de Blasio & Mara Giua, 2020. "Cohesion Policy incentives for collaborative industrial research: evaluation of a Smart Specialisation forerunner programme," Regional Studies, Taylor & Francis Journals, vol. 54(10), pages 1341-1353, October.
  105. Igor Francetic & Günther Fink & Fabrizio Tediosi, 2021. "Impact of social accountability monitoring on health facility performance: Evidence from Tanzania," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 766-785, April.
  106. Piergiuseppe Fortunato & Tanmay Singh & Marco Pecoraro, 2024. "From Rhetoric to Reality: How Ideology, History and Geography shape Populism's Economic Footprint," IRENE Working Papers 24-02, IRENE Institute of Economic Research.
  107. Kristof Lommers & Ouns El Harzli & Jack Kim, 2021. "Confronting Machine Learning With Financial Research," Papers 2103.00366, arXiv.org, revised Mar 2021.
  108. Zhang, Qian & Cheng, Baodong & Diao, Gang & Tao, Chenlu & Wang, Can, 2023. "Does China's natural forest logging ban affect the stability of the timber import trade network?," Forest Policy and Economics, Elsevier, vol. 152(C).
  109. Yi‐Ting Chen, 2020. "A distributional synthetic control method for policy evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 505-525, August.
  110. Mochen Yang & Edward McFowland & Gordon Burtch & Gediminas Adomavicius, 2022. "Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem," INFORMS Joural on Data Science, INFORMS, vol. 1(2), pages 138-155, October.
  111. Masahiro Shoji & Yoko Takafuji & Tetsuya Harada, 2020. "Formal education and disaster response of children: evidence from coastal villages in Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(2), pages 2183-2205, September.
  112. Jan Rouwendal & Antonia Petrat, 2022. "Mortgage underwriting and house prices: Evidence from the 2011 change in the Dutch Code of Conduct for mortgage loans," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(4), pages 1141-1159, December.
  113. Cattan, Sarah & Kamhöfer, Daniel A. & Karlsson, Martin & Nilsson, Therese, 2017. "The Short- and Long-Term Effects of Student Absence: Evidence from Sweden," IZA Discussion Papers 10995, Institute of Labor Economics (IZA).
  114. He, Peiming & Tian, Xingyue & Zhang, Jiaming & Yu, Siyu & Li, Shiyu & Lin, Chuan & Chen, Litai & Qian, Lei, 2024. "Can the China–Europe Railway Express reduce carbon dioxide emissions? New mechanism of the manufacturing industry substitution effect," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1384-1405.
  115. Chen, Haojing & Bayram, Mehmet Emin & Lee, Changmin, 2023. "Measuring impact of health crises on economies: A staggered synthetic control approach with bias-correction," Finance Research Letters, Elsevier, vol. 58(PD).
  116. Alessandro Ferrari & Matteo Fiorini & Joseph Francois, Bernard Hoekman, Lisa Maria Lechner, Miriam Manchin, Filippo Santi, 2021. "EU Trade Agreements and Non-Trade Policy Objectives," RSCAS Working Papers 2021/48, European University Institute.
  117. Francesco Fasano & Tiziana Rocca, 2024. "Does the bank-firm human relationship still matter for SMEs? The game-changing role of digitalization," Small Business Economics, Springer, vol. 62(1), pages 159-178, January.
  118. Ramah Al Balawi & Yuheng Hu & Liangfei Qiu, 2023. "Brand Crisis and Customer Relationship Management on Social Media: Evidence from a Natural Experiment from the Airline Industry," Information Systems Research, INFORMS, vol. 34(2), pages 442-462, June.
  119. Brian W. Sloboda, 2023. "The Effect: An Introduction to Research Design and Causality, Nick Huntington‐Klein, Chapman & Hall/CRC, 2022, xiv +v620 pages, $39.95, paperback. ISBN: 9781032125787," International Statistical Review, International Statistical Institute, vol. 91(2), pages 343-345, August.
  120. Sansone, Dario, 2019. "Pink work: Same-sex marriage, employment and discrimination," Journal of Public Economics, Elsevier, vol. 180(C).
  121. Daniel Aparicio-Pérez & Maria Teresa Balaguer-Coll & Emili Tortosa-Ausina, 2021. "Politics against Economics: The Case of Spanish Regional Financing," Working Papers 2021/15, Economics Department, Universitat Jaume I, Castellón (Spain).
  122. Andreas Fuster & Paul Goldsmith‐Pinkham & Tarun Ramadorai & Ansgar Walther, 2022. "Predictably Unequal? The Effects of Machine Learning on Credit Markets," Journal of Finance, American Finance Association, vol. 77(1), pages 5-47, February.
  123. Walter D'Lima & Timothy Komarek & Luis A. Lopez, 2023. "Risk perception in housing markets: Evidence from a fighter jet crash," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(4), pages 819-854, July.
  124. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
  125. Sugiawan, Yogi & Managi, Shunsuke, 2019. "New evidence of energy-growth nexus from inclusive wealth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 40-48.
  126. Diego D'iaz & Pablo Paniagua & Cristi'an Larroulet, 2024. "Earthquakes and the wealth of nations: The cases of Chile and New Zealand," Papers 2405.12041, arXiv.org.
  127. 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).
  128. Gregory DeAngelo & Rainita Narender & Rustam Romaniuc, 2024. "Nudging law enforcement: evidence from low priority initiatives," European Journal of Law and Economics, Springer, vol. 58(2), pages 321-354, October.
  129. Christopher J. Chen & Nitish Jain & S. Alex Yang, 2023. "The Impact of Trade Credit Provision on Retail Inventory: An Empirical Investigation Using Synthetic Controls," Management Science, INFORMS, vol. 69(8), pages 4591-4608, August.
  130. Breunig, Christoph & Grabova, Iuliia & Haan, Peter & Weinhardt, Felix & Weizsäcker, Georg, 2021. "Long-run expectations of households," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 31, pages 1-1.
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  388. Liu, Min & Xu, Wenli & Zhang, Hangyu & Chen, Huang & Bie, Qiang & Han, Guodong & Yu, Xiaohua, 2022. "Livestock production, greenhouse gas emissions, air pollution, and grassland conservation: Quasi-natural experimental evidence," MPRA Paper 115704, University Library of Munich, Germany.
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  390. Stuart Gabriel & Matteo Iacoviello & Chandler Lutz, 2021. "A Crisis of Missed Opportunities? Foreclosure Costs and Mortgage Modification During the Great Recession [Synthetic control methods for comparative case studies: Estimating the effect of California," The Review of Financial Studies, Society for Financial Studies, vol. 34(2), pages 864-906.
  391. Kevin Luo & Tomoko Kinugasa, 2018. "Do natural disasters influence long-term saving?: Assessing the impact of the 2008 Sichuan earthquake on household saving rates using synthetic control," Discussion Papers 1804, Graduate School of Economics, Kobe University.
  392. 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.
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  396. Eunji Choi & Jonghoon Park & Seongwoo Lee, 2020. "The Effect of the Comprehensive Rural Village Development Program on Farm Income in South Korea," Sustainability, MDPI, vol. 12(17), pages 1-23, August.
  397. Boto-García, David & Balado-Naves, Roberto & Mayor, Matías & Baños-Pino, José Francisco, 2023. "Consumers' demand for operational licencing: evidence from Airbnb in Paris," Annals of Tourism Research, Elsevier, vol. 100(C).
  398. Miao Liu, 2022. "Assessing Human Information Processing in Lending Decisions: A Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 60(2), pages 607-651, May.
  399. Wang, Xiqian & Bian, Yong & Zhang, Qin, 2023. "The effect of cooking fuel choice on the elderly’s well-being: Evidence from two non-parametric methods," Energy Economics, Elsevier, vol. 125(C).
  400. Raval, Devesh & Rosenbaum, Ted & Wilson, Nathan E., 2021. "How do machine learning algorithms perform in predicting hospital choices? evidence from changing environments," Journal of Health Economics, Elsevier, vol. 78(C).
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  404. Geloso, Vincent & Pavlik, Jamie Bologna, 2021. "The Cuban revolution and infant mortality: A synthetic control approach," Explorations in Economic History, Elsevier, vol. 80(C).
  405. Liangfei Qiu & Subodha Kumar & Arun Sen & Atish P. Sinha, 2022. "Impact of the Hospital Readmission Reduction Program on hospital readmission and mortality: An economic analysis," Production and Operations Management, Production and Operations Management Society, vol. 31(5), pages 2341-2360, May.
  406. Meier, Armando N. & Levav, Jonathan & Meier, Stephan, 2020. "Early Release and Recidivism," IZA Discussion Papers 13035, Institute of Labor Economics (IZA).
  407. Khanal, Nabin Babu & Elbakidze, Levan, 2024. "Economic Impact of PFAS Contamination: Evidence from residential property values," 2024 Annual Meeting, July 28-30, New Orleans, LA 343889, Agricultural and Applied Economics Association.
  408. Roth, Alexander & Schmidt, Felix, 2023. "Not only a mild winter: German consumers change their behavior to save natural gas," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(6), pages 1081-1086.
  409. Jari J. Hakanen & Petri Rouvinen & Ilkka Ylhäinen, 2021. "The Impact of Work Engagement on Future Occupational Rankings, Wages, Unemployment, and Disability Pensions—A Register-Based Study of a Representative Sample of Finnish Employees," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
  410. 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.
  411. Ananth Seshadri & Junjie Guo, 2020. "Estimating the Macroeconomic Effects of Each Totalization Agreement," Working Papers wp408, University of Michigan, Michigan Retirement Research Center.
  412. Rocco d'Este, 2021. "Breaking the Crystal Methamphetamine Economy: Illegal Drugs, Supply‐side Interventions and Crime Responses," Economica, London School of Economics and Political Science, vol. 88(349), pages 208-233, January.
  413. 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.
  414. Haris Krijestorac & Rajiv Garg & Vijay Mahajan, 2020. "Cross-Platform Spillover Effects in Consumption of Viral Content: A Quasi-Experimental Analysis Using Synthetic Controls," Information Systems Research, INFORMS, vol. 31(2), pages 449-472, June.
  415. David Powell, 2016. "Synthetic Control Estimation Beyond Case Studies Does the Minimum Wage Reduce Employment?," Working Papers WR-1142, RAND Corporation.
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  417. Pascaline Dupas & Radhika Jain, 2024. "Women Left Behind: Gender Disparities in Utilization of Government Health Insurance in India," American Economic Review, American Economic Association, vol. 114(10), pages 3345-3385, October.
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  419. Joachim Merz, 2022. "Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners," SOEPpapers on Multidisciplinary Panel Data Research 1163, DIW Berlin, The German Socio-Economic Panel (SOEP).
  420. Samuel Verevis & Murat Üngör, 2021. "What has New Zealand gained from The FTA with China?: Two counterfactual analyses†," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(1), pages 20-50, February.
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  422. Asresu Yitayew & Awudu Abdulai & Yigezu A Yigezu, 2022. "Improved agricultural input delivery systems for enhancing technology adoption: evidence from a field experiment in Ethiopia," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(3), pages 527-556.
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  425. Esaka, Taro & Fujii, Takao, 2022. "Quantifying the impact of the Tokyo Olympics on COVID-19 cases using synthetic control methods," Journal of the Japanese and International Economies, Elsevier, vol. 66(C).
  426. Potnuru Kishen Suraj & Ankesh Gupta & Makkunda Sharma & Sourabh Bikas Paul & Subhashis Banerjee, 2017. "On monitoring development indicators using high resolution satellite images," Papers 1712.02282, arXiv.org, revised Jun 2018.
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