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Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models

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Cited by:

  1. Dominik Schraff & Frank Schimmelfennig, 2019. "Eurozone bailouts and national democracy: Detachment or resilience?," European Union Politics, , vol. 20(3), pages 361-383, September.
  2. Alessi, Lucia & Battiston, Stefano & Kvedaras, Virmantas, 2024. "Over with carbon? Investors’ reaction to the Paris Agreement and the US withdrawal," Journal of Financial Stability, Elsevier, vol. 71(C).
  3. 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.
  4. Alice Lépissier & Matto Mildenberger, 2021. "Unilateral climate policies can substantially reduce national carbon pollution," Climatic Change, Springer, vol. 166(3), pages 1-21, June.
  5. Klinenberg, Danny, 2024. "Selling Violent Extremism," Institute on Global Conflict and Cooperation, Working Paper Series qt2rj4t2rh, Institute on Global Conflict and Cooperation, University of California.
  6. Hugo Freeman & Martin Weidner, 2021. "Low-rank approximations of nonseparable panel models," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 40-77.
  7. Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022. "Synthetic controls with staggered adoption," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
  8. Ryan Rafaty & Geoffroy Dolphin & Felix Pretis, 2020. "Carbon pricing and the elasticity of CO2 emissions," Working Papers EPRG2035, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
  9. 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.
  10. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
  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.
  12. Georgios Gatopoulos & Alexandros Louka & Ioannis Polycarpou & Nikolaos Vettas, 2021. "Evaluating the Impact of Labour Market Reforms in Greece during 2010-2018," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 156, Hellenic Observatory, LSE.
  13. Muhammad Zia Hydari & Idris Adjerid & Aaron D. Striegel, 2023. "Health Wearables, Gamification, and Healthful Activity," Management Science, INFORMS, vol. 69(7), pages 3920-3938, July.
  14. David Kreitmeir & Paul A. Raschky, 2024. "The Heterogeneous Productivity Effects of Generative AI," Papers 2403.01964, arXiv.org, revised Jun 2024.
  15. Samba Diop & Simplice A. Asongu & Vanessa S. Tchamyou, 2021. "The Macroeconomic Impact of Recent Political Conflicts in Africa: Generalized Synthetic Counterfactual Evidence," Working Papers of the African Governance and Development Institute. 21/060, African Governance and Development Institute..
  16. Andrew Cesare Miller, 2023. "Without an army: How ICC indictments reduce atrocities," Journal of Peace Research, Peace Research Institute Oslo, vol. 60(4), pages 573-587, July.
  17. Taylor K. Odle, 2022. "Free to Spend? Institutional Autonomy and Expenditures on Executive Compensation, Faculty Salaries, and Research Activities," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(1), pages 1-32, February.
  18. Yoann Morin, 2024. "Synthetic Difference in Differences for Repeated Cross-Sectional Data," Papers 2409.20199, arXiv.org.
  19. 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.
  20. Bidisha Lahiri & Anurag Deb, 2022. "Impact of the Indian “demonetization” policy on its export performance," Empirical Economics, Springer, vol. 62(6), pages 2799-2825, June.
  21. Maximiliano Marzetti & Rok Spruk, 2023. "Long-Term Economic Effects of Populist Legal Reforms: Evidence from Argentina," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 60-95, March.
  22. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
  23. 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.
  24. 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.
  25. Brett Parker, 2021. "Death Penalty Statutes and Murder Rates: Evidence From Synthetic Controls," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 18(3), pages 488-533, September.
  26. Yidi Liu & Xin Li & Zhiqiang (Eric) Zheng, 2024. "Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech," Information Systems Research, INFORMS, vol. 35(3), pages 1235-1256, September.
  27. Yu-Kai Huang & Richard T. Woodward, 2022. "Spillover Effects of Grocery Bag Legislation: Evidence of Bag Bans and Bag Fees," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(4), pages 711-741, April.
  28. Black, Bernard & Hollingsworth, Alex & Nunes, Letícia & Simon, Kosali, 2022. "Simulated power analyses for observational studies: An application to the Affordable Care Act Medicaid expansion," Journal of Public Economics, Elsevier, vol. 213(C).
  29. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
  30. Sargis Karavardanyan, 2024. "Economic Development, Inequality and Dynamics of Social Movements in the United States: Theory and Quantitative Analysis," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(2), pages 421-474, June.
  31. Kyeongmin Yum & Byungjoon Yoo, 2024. "Enhancing online reviews: exploring the impact of characteristic-based review system on customer engagement for offline sellers," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
  32. 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.
  33. Megan Dias & Derek A. Epp & Marcel Roman & Hannah L. Walker, 2024. "Consent searches: Evaluating the usefulness of a common and highly discretionary police practice," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 21(1), pages 35-91, March.
  34. Luis Armando Galvis-Aponte & Leonardo Bonilla-Mejía & Sara María Gómez-Mesa, 2019. "Exenciones tributarias y desarrollo regional: evidencia de Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 17733, Banco de la República, Economía Regional.
  35. Piyush Anand & Vrinda Kadiyali, 2024. "Frontiers: Smoke and Mirrors: Impact of E-cigarette Taxes on Underage Social Media Posting," Marketing Science, INFORMS, vol. 43(3), pages 479-487, May.
  36. Luya Wang & Zheng Li & Qi Li, 2023. "A Tale of Two Policies: Examining Treatment Effects on Housing Prices in Shenzhen, China," Annals of Economics and Finance, Society for AEF, vol. 24(2), pages 277-288, November.
  37. Nicholas Brown & Kyle Butts & Joakim Westerlund, 2023. "Simple Difference-in-Differences Estimation in Fixed-T Panels," Papers 2301.11358, arXiv.org, revised Jun 2023.
  38. Dong, Feng & Li, Yangfan & Li, Kun & Zhu, Jiao & Zheng, Lu, 2022. "Can smart city construction improve urban ecological total factor energy efficiency in China? Fresh evidence from generalized synthetic control method," Energy, Elsevier, vol. 241(C).
  39. Fangchen Song & Ashish Agarwal & Wen Wen, 2024. "The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot," Papers 2410.02091, arXiv.org.
  40. Pantelis Samartsidis & Shaun R. Seaman & Silvia Montagna & André Charlett & Matthew Hickman & Daniela De Angelis, 2020. "A Bayesian multivariate factor analysis model for evaluating an intervention by using observational time series data on multiple outcomes," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1437-1459, October.
  41. Emery Thomas J. & Kovac Mitja & Spruk Rok, 2023. "Estimating the Effects of Political Instability in Nascent Democracies," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(6), pages 599-642, December.
  42. Kangkang Zhang & Deyi Xu & Shiran Li & Na Zhou & Jinhui Xiong, 2019. "Has China’s Pilot Emissions Trading Scheme Influenced the Carbon Intensity of Output?," IJERPH, MDPI, vol. 16(10), pages 1-18, May.
  43. Shijie Lu & Koushyar Rajavi & Isaac Dinner, 2021. "The Effect of Over-the-Top Media Services on Piracy Search: Evidence from a Natural Experiment," Marketing Science, INFORMS, vol. 40(3), pages 548-568, May.
  44. Davide Viviano & Jelena Bradic, 2019. "Synthetic learner: model-free inference on treatments over time," Papers 1904.01490, arXiv.org, revised Aug 2022.
  45. Ricardo D. Brito & Robison F. Kudamatsu & Vladimir K. Teles, 2021. "Inflation Targeting Mattered: a multivariate synthetic control approach," Working Papers, Department of Economics 2021_26, University of São Paulo (FEA-USP).
  46. Lili Yao & J. Brandon Bolen & Claudia R. Williamson, 2021. "The effect of mass legalization on US state-level institutions: Evidence from the immigration reform and control act," Public Choice, Springer, vol. 189(3), pages 427-463, December.
  47. Victor Chernozhukov & Kaspar Wüthrich & Yinchu Zhu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1849-1864, October.
  48. 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.
  49. Kang, Yicheng & Liao, Sha & Jiang, Changmin & D’Alfonso, Tiziana, 2022. "Synthetic control methods for policy analysis: Evaluating the effect of the European Emission Trading System on aviation supply," Transportation Research Part A: Policy and Practice, Elsevier, vol. 162(C), pages 236-252.
  50. 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.
  51. Kuosmanen, Timo & Zhou, Xun & Eskelinen, Juha & Malo, Pekka, 2021. "Design Flaw of the Synthetic Control Method," MPRA Paper 106328, University Library of Munich, Germany.
  52. Damm, Yannic & Cisneros, Elías & Börner, Jan, 2024. "Beyond Deforestation Reductions: Public Disclosure, Land-Use Change and Commodity Sourcing," World Development, Elsevier, vol. 175(C).
  53. Hieu Nguyen, 2019. "Free tuition and college enrollment: evidence from New York’s Excelsior program," Education Economics, Taylor & Francis Journals, vol. 27(6), pages 573-587, November.
  54. 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.
  55. FATUM, Rasmus & YAMAMOTO, Yohei & CHEN, Binwei, 2023. "The Trend Effect of Foreign Exchange Intervention," Discussion paper series HIAS-E-132, Hitotsubashi Institute for Advanced Study, Hitotsubashi University.
  56. Irene Botosaru & Bruno Ferman, 2019. "On the role of covariates in the synthetic control method," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
  57. 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.
  58. Pier Basaglia & Sophie M. Behr & Moritz A. Drupp, 2023. "De-Fueling Externalities: How Tax Salience and Fuel Substitution Mediate Climate and Health Benefits," Discussion Papers of DIW Berlin 2041, DIW Berlin, German Institute for Economic Research.
  59. Roberta Di Stefano & Giovanni Mellace, 2020. "The inclusive synthetic control method," Working Papers 21/20, Sapienza University of Rome, DISS.
  60. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
  61. Julia Schmitt & Klaus Miller & Bernd Skiera, 2021. "The Impact of Privacy Laws on Online User Behavior," Working Papers hal-03857505, HAL.
  62. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
  63. Miranda, Bruno Varella & de Oliveira, Gustavo Magalhães, 2023. "Assessing the performance of voluntary environmental agreements under high monitoring costs: Evidence from the Brazilian Amazon," Ecological Economics, Elsevier, vol. 214(C).
  64. David H. Kreitmeir & Paul A. Raschky, 2023. "The Unintended Consequences of Censoring Digital Technology - Evidence from Italy's ChatGPT Ban," SoDa Laboratories Working Paper Series 2023-01, Monash University, SoDa Laboratories.
  65. Taylor K. Odle & Jennifer A. Delaney, 2022. "You are Admitted! Early Evidence on Enrollment from Idaho’s Direct Admissions System," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(6), pages 899-932, September.
  66. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
  67. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," LISER Working Paper Series 2021-07, Luxembourg Institute of Socio-Economic Research (LISER).
  68. Anirudh Shingal & Prachi Agarwal, 2020. "How did trade in GVC-based products respond to previous health shocks? Lessons for COVID-19," RSCAS Working Papers 2020/68, European University Institute.
  69. Mäkelä, Erik, 2017. "The effect of mass influx on labor markets: Portuguese 1974 evidence revisited," European Economic Review, Elsevier, vol. 98(C), pages 240-263.
  70. 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.
  71. Jushan Bai & Serena Ng, 2021. "Matrix Completion, Counterfactuals, and Factor Analysis of Missing Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1746-1763, October.
  72. Chakraborty Avinandan & Doremus Jacqueline & Stith Sarah, 2021. "The effects of recreational cannabis access on labor markets: evidence from Colorado," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-86, January.
  73. Jan Bruha & Jaromir Tonner, 2018. "An Exchange Rate Floor as an Instrument of Monetary Policy: An Ex-Post Assessment of the Czech Experience," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 68(6), pages 537-549, December.
  74. Jason Chan & Shu He & Dandan Qiao & Andrew B. Whinston, 2019. "Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions," Working Papers 19-08, NET Institute.
  75. Orea, Luis & José A. Pérez-Méndez & Álvarez, Inmaculada C., 2021. "Does land consolidation promote livestock production and combat rural depopulation? A multi-cohort multi-treatment Difference-in-Difference analysis of parishes in northern Spain," Efficiency Series Papers 2021/05, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  76. Guillaume Allaire Pouliot & Zhen Xie, 2022. "Degrees of Freedom and Information Criteria for the Synthetic Control Method," Papers 2207.02943, arXiv.org.
  77. Evans Korang Adjei & Rikard Eriksson & Johan Lundberg, 2023. "The effects of a large industrial investment on employment in a remote and sparsely populated area using a synthetic control approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(7), pages 1553-1576, September.
  78. Batie, Cicely M. & Dennis, Elliott J. & Lubben, Bradley D., 2020. "Do state-level agricultural promotion programs increase agricultural output? The case of the Livestock Friendly County designation program in Nebraska," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304399, Agricultural and Applied Economics Association.
  79. Cristina Bernini & Augusto Cerqua, 2020. "Are eco‐labels good for the local economy?," Papers in Regional Science, Wiley Blackwell, vol. 99(3), pages 645-661, June.
  80. Bai, Jushan & Wang, Peng, 2024. "Causal inference using factor models," MPRA Paper 120585, University Library of Munich, Germany.
  81. Jinqi Ye & Ziyan Chen & Bin Peng, 2021. "Is the demographic dividend diminishing in China? Evidence from population aging and economic growth during 1990–2015," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2255-2274, November.
  82. Rachel Cho & Rodolphe Desbordes & Markus Eberhardt, 2022. "The causal effects of the darker side of financial development," Discussion Papers 2022-04, University of Nottingham, GEP.
  83. Samba Diop & Simplice A. Asongu & Vanessa S. Tchamyou, 2021. "Mitigating the Macroeconomic Impact of Severe Natural Disasters in Africa: Policy Synergies," Research Africa Network Working Papers 21/094, Research Africa Network (RAN).
  84. Furno, Marilena, 2021. "The synthetic control approach: Multivalued treatments at the quantiles," Research in Economics, Elsevier, vol. 75(1), pages 7-20.
  85. Cheng Hsiao & Yimeng Xie & Qiankun Zhou, 2021. "Factor dimension determination for panel interactive effects models: an orthogonal projection approach," Computational Statistics, Springer, vol. 36(2), pages 1481-1497, June.
  86. Luis Orea & José A. Pérez‐Méndez & Inmaculada Álvarez, 2024. "Does land consolidation promote livestock production and combat rural depopulation in northern Spain?," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(3), pages 847-868, September.
  87. Osman, Syed Muhammad Ishraque & Islam, Faridul & Sakib, Nazmus, 2022. "Economic resilience in times of public health shock: The case of the US states," Research in Economics, Elsevier, vol. 76(4), pages 277-289.
  88. Giovanni Mellace & Alessandra Pasquini, 2019. "Identify More, Observe Less: Mediation Analysis Synthetic Control," CEIS Research Paper 474, Tor Vergata University, CEIS, revised 20 Nov 2019.
  89. Bernini, Cristina & Cerqua, Augusto, 2019. "Do sustainability policies finance local economies?," MPRA Paper 91882, University Library of Munich, Germany.
  90. Wei Tian, 2023. "Individual Causal Inference Using Panel Data With Multiple Outcomes," Papers 2306.01969, arXiv.org.
  91. 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.
  92. Dmitry Arkhangelsky & Guido W. Imbens, 2019. "Doubly Robust Identification for Causal Panel Data Models," Papers 1909.09412, arXiv.org, revised Feb 2022.
  93. Yinchu Zhu, 2019. "How well can we learn large factor models without assuming strong factors?," Papers 1910.10382, arXiv.org, revised Nov 2019.
  94. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2024.
  95. Axel Cronert, 2022. "When the paper tiger bites: Evidence of compliance with unenforced regulation among employers in Sweden," Regulation & Governance, John Wiley & Sons, vol. 16(4), pages 1141-1159, October.
  96. Bruno Ferman, 2021. "On the Properties of the Synthetic Control Estimator with Many Periods and Many Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1764-1772, October.
  97. Pengyue Wu & Wenjing Xu & Jing Ma, 2024. "Policy Evolution and Effect Evaluation of Zhejiang Manufacturing Industry Based on Text Data," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2895-2932, March.
  98. 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.
  99. Irene Botosaru & Raffaella Giacomini & Martin Weidner, 2023. "Forecasted Treatment Effects," Papers 2309.05639, arXiv.org, revised Jan 2024.
  100. Boudt, Kris & Heyndels, Ewoud, 2024. "Robust interactive fixed effects," Econometrics and Statistics, Elsevier, vol. 29(C), pages 206-223.
  101. Muhammad Jehangir Amjad & Devavrat Shah & Dennis Shen, 2017. "Robust Synthetic Control," Papers 1711.06940, arXiv.org.
  102. Berger, Elizabeth A. & Butler, Alexander W. & Hu, Edwin & Zekhnini, Morad, 2021. "Financial integration and credit democratization: Linking banking deregulation to economic growth," Journal of Financial Intermediation, Elsevier, vol. 45(C).
  103. Mellace, Giovanni & Pasquini, Alessandra, 2019. "Identify More, Observe Less: Mediation Analysis: Mediation Analysis Synthetic Control," Discussion Papers on Economics 12/2019, University of Southern Denmark, Department of Economics.
  104. Yu Zhang & Zeyu Fu & Lei Xu & Zhenzhen Lu, 2023. "The Impact of China’s Overseas Economic and Trade Cooperation Zones on Sustainable Trade of Host Countries," Sustainability, MDPI, vol. 15(24), pages 1-31, December.
  105. Cong Wang, 2024. "Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis," Papers 2408.09271, arXiv.org, revised Sep 2024.
  106. Dinesh Puranam & Vrinda Kadiyali & Vishal Narayan, 2021. "The Impact of Increase in Minimum Wages on Consumer Perceptions of Service: A Transformer Model of Online Restaurant Reviews," Marketing Science, INFORMS, vol. 40(5), pages 985-1004, September.
  107. Klößner, Stefan & Pfeifer, Gregor, 2015. "Synthesizing Cash for Clunkers: Stabilizing the Car Market, Hurting the Environment," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113207, Verein für Socialpolitik / German Economic Association.
  108. Chao Zhou, 2020. "Has the Construction of the Free Trade Zone Increased the Enterprise's Total Factor Productivity—Evidence from Generalized Synthetic Control," Applied Finance and Accounting, Redfame publishing, vol. 6(2), pages 35-52, August.
  109. 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.
  110. Pekka Malo & Juha Eskelinen & Xun Zhou & Timo Kuosmanen, 2024. "Computing Synthetic Controls Using Bilevel Optimization," Computational Economics, Springer;Society for Computational Economics, vol. 64(2), pages 1113-1136, August.
  111. Jianmei Zhang & Jiwei Zhu & Yu Liu & Nan Lu & Wenxing Fang, 2022. "The Economic Impact of Payments for Water-related Ecosystem Services on Protected Areas: a Synthetic Control Analysis," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(5), pages 1535-1551, March.
  112. Yang Zhou & Shigeto Kitano, 2024. "Effects of Capital Flow Management Measures on Wealth Inequality: New Evidence from Counterfactual Estimators," Discussion Paper Series DP2024-30, Research Institute for Economics & Business Administration, Kobe University, revised Dec 2024.
  113. Lüth, Hendrik, 2021. "Reassessing Car Scrappage Schemes in Selected OECD Countries: A Synthetic Control Method Application," Working Paper 190/2021, Helmut Schmidt University, Hamburg.
  114. Vanessa Boese-Schlosser & Markus Eberhardt, 2023. "How does democracy cause growth?," Discussion Papers 2023-13, Nottingham Interdisciplinary Centre for Economic and Political Research (NICEP).
  115. Xiaomeng Zhang & Wendun Wang & Xinyu Zhang, 2022. "Asymptotic Properties of the Synthetic Control Method," Papers 2211.12095, arXiv.org.
  116. Burçak Müge TUNAER-VURAL, 2020. "Impact of Syrian Forced Migration on Turkish Economy," Sosyoekonomi Journal, Sosyoekonomi Society, issue 28(43).
  117. Shu He & Jing Peng & Jianbin Li & Liping Xu, 2020. "Impact of Platform Owner’s Entry on Third-Party Stores," Information Systems Research, INFORMS, vol. 31(4), pages 1467-1484, December.
  118. Doruk Cengiz & Hasan Tekgüç, 2022. "Is It Merely a Labor Supply Shock? Impacts of Syrian Migrants on Local Economies in Turkey," ILR Review, Cornell University, ILR School, vol. 75(3), pages 741-768, May.
  119. Oliveira, Gustavo Magalhães de & Miranda, Bruno Varella & Saes, Maria Sylvia Macchione & Martino, Gaetano, 2023. "Opening the “black box” of food safety policy implementation: The efficiency-enhancing role of a private meso-institution," Food Policy, Elsevier, vol. 121(C).
  120. Cepeda-Francese, Camilo A. & Ramírez-Álvarez, Aurora A., 2023. "Reforming justice under a security crisis: The case of the criminal justice reform in Mexico," World Development, Elsevier, vol. 163(C).
  121. Alessi, Lucia & Battiston, Stefano & Kvedaras, Virmantas, 2021. "Over with carbon? Investors' reaction to the Paris Agreement and the US withdrawal," JRC Working Papers in Economics and Finance 2021-12, Joint Research Centre, European Commission.
  122. Kafle, Kashi & Wang, Yuanhang & Kiiza, Barnabas, 2024. "Too poor to migrate? Weather shocks reduce temporary migration among smallscale farmers in Uganda," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344270, International Association of Agricultural Economists (IAAE).
  123. Guo, Xue & Cheng, Aaron & Pavlou, Paul A., 2024. "Skill-biased technical change, again? Online gig platforms and local employment," LSE Research Online Documents on Economics 124538, London School of Economics and Political Science, LSE Library.
  124. 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.
  125. Eberhardt, Markus, 2022. "Democracy, growth, heterogeneity, and robustness," European Economic Review, Elsevier, vol. 147(C).
  126. Robert J. Kolesar & Rok Spruk, 2024. "Effect of Austerity Measures on Infant Mortality: Evidence from Greece," Papers 2407.17084, arXiv.org.
  127. 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.
  128. Iv'an Fern'andez-Val & Hugo Freeman & Martin Weidner, 2020. "Low-Rank Approximations of Nonseparable Panel Models," Papers 2010.12439, arXiv.org, revised Mar 2021.
  129. Yiping Lu & Jiajin Li & Lexing Ying & Jose Blanchet, 2022. "Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls," Papers 2211.15241, arXiv.org.
  130. 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.
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  139. 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.
  140. Hans-Bernd Schaefer & Rok Spruk, 2024. "Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)," Papers 2401.14435, arXiv.org, revised Mar 2024.
  141. Cáceres Bustamante, Javiera & López Giral, Dorotea & Muñoz Navia, Felipe, 2022. "The Chile-Republic of Korea Free Trade Agreement: a synthetic control assessment," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
  142. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2019. "Distributional conformal prediction," Papers 1909.07889, arXiv.org, revised Aug 2021.
  143. Feliu Serra-Burriel & Pedro Delicado & Fernando M. Cucchietti, 2021. "Wildfires Vegetation Recovery through Satellite Remote Sensing and Functional Data Analysis," Mathematics, MDPI, vol. 9(11), pages 1-22, June.
  144. Yu, Kihwan & Kim, Sanghyo, 2021. "Identifying the Impact of Emergency Disaster Relief Fund in Agri-Food Industry during the COVID-19 Pandemic in Korea: A Synthetic Control and Stochastic Equilibrium Displacement Method Approach," 2021 Annual Meeting, August 1-3, Austin, Texas 313986, Agricultural and Applied Economics Association.
  145. Crepin, Léa, 2024. "Do forest conservation policies undermine the soybean sector in the Brazilian Amazon? Evidence from the priority listing of municipalities," Ecological Economics, Elsevier, vol. 224(C).
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  151. Rembrand Koning & Sharique Hasan & Aaron Chatterji, 2022. "Experimentation and Start-up Performance: Evidence from A/B Testing," Management Science, INFORMS, vol. 68(9), pages 6434-6453, September.
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  153. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
  154. Cheng Hsiao & Qiankun Zhou, 2024. "Panel treatment effects measurement: Factor or linear projection modelling?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1332-1358, November.
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  157. Shen Ying, 2021. "The Effects of the State Prepaid Tuition Program on College Attainment," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(1), pages 307-334, January.
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  159. Cronert, Axel, 2019. "Is regulatory compliance by employers possible without enforcement? Evidence from the Swedish labor market," Working Paper Series 2019:23, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  160. Julia Levine & Stephan Seiler, 2023. "Identifying State Dependence in Brand Choice: Evidence from Hurricanes," Marketing Science, INFORMS, vol. 42(5), pages 934-957, September.
  161. Andrii Melnychuk, 2024. "Synthetic Controls with spillover effects: A comparative study," Papers 2405.01645, arXiv.org.
  162. Meilin MA & Ralph Bernd Siebert, 2024. "The Impact of Private Label Introduction on Assortment, Prices, and Profits of Retailers," Journal of Industrial Economics, Wiley Blackwell, vol. 72(1), pages 356-389, March.
  163. Rüttenauer, Tobias & Kapelle, Nicole, 2024. "Panel Data Analysis," SocArXiv 3mfzq, Center for Open Science.
  164. Brantly Callaway & Emmanuel Selorm Tsyawo, 2023. "Treatment Effects in Staggered Adoption Designs with Non-Parallel Trends," Papers 2308.02899, arXiv.org.
  165. Jianfei Cao & Shirley Lu, 2019. "Synthetic Control Inference for Staggered Adoption: Estimating the Dynamic Effects of Board Gender Diversity Policies," Papers 1912.06320, arXiv.org.
  166. Cao, Jing & Ho, Mun S. & Ma, Rong & Teng, Fei, 2021. "When carbon emission trading meets a regulated industry: Evidence from the electricity sector of China," Journal of Public Economics, Elsevier, vol. 200(C).
  167. Chiara Natalie Focacci & Mitja Kovac & Rok Spruk, 2022. "The perils of Kremlin's influence: evidence from Ukraine," Papers 2206.04950, arXiv.org.
  168. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
  169. Britteon, Philip & Fatimah, Alfariany & Gillibrand, Stephanie & Lau, Yiu-Shing & Anselmi, Laura & Wilson, Paul & Sutton, Matt & Turner, Alex J., 2024. "The impact of devolution on local health systems: Evidence from Greater Manchester, England," Social Science & Medicine, Elsevier, vol. 348(C).
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  171. Andrea Riganti, 2021. "Containing costs in the Italian local healthcare market," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 1001-1014, May.
  172. 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.
  173. Léa Crepin, 2022. "Do forest conservation policies undermine the soybean sector in the Brazilian Amazon? Evidence from the blacklisting of municipalities," Working Papers 2022.07, FAERE - French Association of Environmental and Resource Economists.
  174. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
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  176. Alloush, Mo & Bloem, Jeffrey R., 2022. "Neighborhood violence, poverty, and psychological well-being," Journal of Development Economics, Elsevier, vol. 154(C).
  177. 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.
  178. Xiao Ke & Cheng Hsiao, 2022. "Economic impact of the most drastic lockdown during COVID‐19 pandemic—The experience of Hubei, China," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(1), pages 187-209, January.
  179. Cheng Hsiao & Qiankun Zhou, 2018. "Panel Parametric, Semi-parametric and Nonparametric Construction of Counterfactuals - California Tobacco Control Revisited," Departmental Working Papers 2018-02, Department of Economics, Louisiana State University.
  180. Anish Agarwal & Keegan Harris & Justin Whitehouse & Zhiwei Steven Wu, 2023. "Adaptive Principal Component Regression with Applications to Panel Data," Papers 2307.01357, arXiv.org, revised Aug 2024.
  181. Brandon Cunningham & Jacob LaRiviere & Casey J. Wichman, 2021. "Clustered into control: Heterogeneous causal impacts of water infrastructure failure," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1417-1439, July.
  182. Benjamin Hansen & Drew McNichols, 2020. "Information and the Persistence of the Gender Wage Gap: Early Evidence from California's Salary History Ban," NBER Working Papers 27054, National Bureau of Economic Research, Inc.
  183. Bok Baik & Omri Even‐Tov & Russell Han & David Park, 2024. "The Real Effects of Supply Chain Transparency Regulation: Evidence from Section 1502 of the Dodd–Frank Act," Journal of Accounting Research, Wiley Blackwell, vol. 62(2), pages 551-587, May.
  184. Kathleen T. Li, 2024. "Frontiers: A Simple Forward Difference-in-Differences Method," Marketing Science, INFORMS, vol. 43(2), pages 267-279, March.
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  186. Vivek Choudhary & Masha Shunko & Serguei Netessine & Seongjoon Koo, 2022. "Nudging Drivers to Safety: Evidence from a Field Experiment," Management Science, INFORMS, vol. 68(6), pages 4196-4214, June.
  187. Myoung-jae Lee & Yasuyuki Sawada, 2020. "Review on Difference in Differences," Korean Economic Review, Korean Economic Association, vol. 36, pages 135-173.
  188. Eberhardt, Markus, 2019. "Democracy Does Cause Growth: Comment," CEPR Discussion Papers 13659, C.E.P.R. Discussion Papers.
  189. Trang My Tran, 2022. "International Environmental Agreement and Trade in Environmental Goods: The Case of Kyoto Protocol," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(2), pages 341-379, October.
  190. Joakim A. Weill, 2023. "Flood Risk Mapping and the Distributional Impacts of Climate Information," Finance and Economics Discussion Series 2023-066, Board of Governors of the Federal Reserve System (U.S.).
  191. Wanling Rudkin & Charlie X Cai, 2019. "Reaction Asymmetries to Social Responsibility Index Recomposition: A Matching Portfolio Approach," Papers 1911.12582, arXiv.org.
  192. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
  193. Wood, George & Tyler, Tom & Papachristos, Andrew V & Roth, Jonathan & Sant'Anna, Pedro H. C., 2021. "Revised findings for "Procedural justice training reduces police use of force and complaints against officers"," SocArXiv xf32m, Center for Open Science.
  194. Sebastian Linde & Ralph Siebert, 2021. "Exploring the Heterogeneous Effects of State Price Transparency Laws on Charge Prices, Negotiated Prices, and Operating Costs," CESifo Working Paper Series 9348, CESifo.
  195. Adam Cook, 2022. "Saving lives: the 2006 expansion of daylight saving in Indiana," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(3), pages 861-891, July.
  196. 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.
  197. Tong Guo & Srinivasaraghavan Sriram & Puneet Manchanda, 2020. "“Let the Sunshine In”: The Impact of Industry Payment Disclosure on Physician Prescription Behavior," Marketing Science, INFORMS, vol. 39(3), pages 516-539, May.
  198. Lin, Lee-Kai, 2022. "Effects of a global budget payment scheme on medical specialty workforces," Social Science & Medicine, Elsevier, vol. 309(C).
  199. Nguyen, Hieu, 2020. "Free college? Assessing enrollment responses to the Tennessee Promise program," Labour Economics, Elsevier, vol. 66(C).
  200. Li, Xingyu & Shen, Yan & Zhou, Qiankun, 2024. "Confidence intervals of treatment effects in panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 240(1).
  201. Maamoun, Nada, 2019. "The Kyoto protocol: Empirical evidence of a hidden success," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 227-256.
  202. Anderson, Heather M. & Gao, Jiti & Turnip, Guido & Vahid, Farshid & Wei, Wei, 2023. "Estimating the effect of an EU-ETS type scheme in Australia using a synthetic treatment approach," Energy Economics, Elsevier, vol. 125(C).
  203. Schmidt, Sebastian & Rose, Andrew K. & Fuchs, Andreas, 2021. "Is Davos More Than a Boondoggle?," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242460, Verein für Socialpolitik / German Economic Association.
  204. Hao, Shiming, 2021. "True structure change, spurious treatment effect? A novel approach to disentangle treatment effects from structure changes," MPRA Paper 108679, University Library of Munich, Germany.
  205. Shishir Shakya & Collin Hodges, 2023. "Must‐access prescription drug monitoring programs and retail opioid sales," Contemporary Economic Policy, Western Economic Association International, vol. 41(1), pages 146-165, January.
  206. Lyu, Chaofeng & Xie, Zhe & Li, Zhi, 2022. "Market supervision, innovation offsets and energy efficiency: Evidence from environmental pollution liability insurance in China," Energy Policy, Elsevier, vol. 171(C).
  207. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
  208. Xiong, Ruoxuan & Pelger, Markus, 2023. "Large dimensional latent factor modeling with missing observations and applications to causal inference," Journal of Econometrics, Elsevier, vol. 233(1), pages 271-301.
  209. Hou, Lei & Li, Kunpeng & Li, Qi & Ouyang, Min, 2021. "Revisiting the location of FDI in China: A panel data approach with heterogeneous shocks," Journal of Econometrics, Elsevier, vol. 221(2), pages 483-509.
  210. Elena Kotyrlo & Hryhorii M. Kalachyhin, 2023. "The effects of India's bilateral investment treaties termination on foreign direct investment inflows," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1007-1033, October.
  211. Ryo Makioka, 2021. "The impact of anti‐sweatshop activism on employment," Review of Development Economics, Wiley Blackwell, vol. 25(2), pages 630-653, May.
  212. Xu, Aiting & Song, Miaoyuan & Wu, Yunguang & Luo, Yifan & Zhu, Yuhan & Qiu, Keyang, 2024. "Effects of new urbanization on China's carbon emissions: A quasi-natural experiment based on the improved PSM-DID model," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  213. Huang, Yu-Kai & Woodward, Richard T., 2020. "Effects of Grocery Bag Regulations on Grocery Sales and Shopping Behaviors: Evidence of Natural Experiments in the United States," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304232, Agricultural and Applied Economics Association.
  214. 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.
  215. Girma, Sourafel & Paton, David, 2022. "Is assisted suicide a substitute for unassisted suicide?," European Economic Review, Elsevier, vol. 145(C).
  216. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
  217. Rudkin, Wanling & Cai, Charlie X., 2023. "Information content of sustainability index recomposition: A synthetic portfolio approach," International Review of Financial Analysis, Elsevier, vol. 88(C).
  218. Tran, Trang, 2020. "International Environmental Agreement and Trade in Environmental Goods: The Case of Kyoto Protocol," Conference papers 333198, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
  219. Joakim Weill, 2023. "Flood Risk Mapping and the Distributional Impacts of Climate Information," Working Papers 2023.10, FAERE - French Association of Environmental and Resource Economists.
  220. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
  221. Daniel Goetz, 2022. "Does providing free internet access to low‐income households affect COVID‐19 spread?," Health Economics, John Wiley & Sons, Ltd., vol. 31(12), pages 2648-2663, December.
  222. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2021. "Decoupling synthetic control methods to ensure stability, accuracy and meaningfulness," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(4), pages 549-584, December.
  223. Thomas Dee & Elizabeth Huffaker & Cheryl Phillips & Eric Sagara, 2021. "The Revealed Preferences for School Reopening: Evidence from Public-School Disenrollment," NBER Working Papers 29156, National Bureau of Economic Research, Inc.
  224. Yi, Jiahui & Dai, Sheng & Cheng, Jinhua & Wu, Qiaosheng & Liu, Kailei, 2021. "Production quota policy in China: Implications for sustainable supply capacity of critical minerals," Resources Policy, Elsevier, vol. 72(C).
  225. Teixeira, André, 2023. "Does macroprudential policy affect wealth inequality? Evidence from synthetic controls," Journal of Financial Stability, Elsevier, vol. 67(C).
  226. Yang Pan & Liangfei Qiu, 2022. "How Ride‐Sharing Is Shaping Public Transit System: A Counterfactual Estimator Approach," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 906-927, March.
  227. Jiafeng Chen, 2023. "Synthetic Control as Online Linear Regression," Econometrica, Econometric Society, vol. 91(2), pages 465-491, March.
  228. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.
  229. Daniel Kinn, 2018. "Synthetic Control Methods and Big Data," Papers 1803.00096, arXiv.org.
  230. Léa BOU SLEIMAN & Germain GAUTHIER, 2020. "COVID-19: Reduced forms have gone viral, but what do they tell us?," Working Papers 2020-32, Center for Research in Economics and Statistics, revised 18 Jan 2021.
  231. 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.
  232. Michał Marcin Kobierecki & Michał Pierzgalski, 2022. "Sports Mega-Events and Economic Growth: A Synthetic Control Approach," Journal of Sports Economics, , vol. 23(5), pages 567-597, June.
  233. Luya Wang & Jeffrey S. Racine & Qiaoyu Wang, 2024. "Bootstrap Inference on a Factor Model Based Average Treatment Effects Estimator," Department of Economics Working Papers 2024-03, McMaster University.
  234. Carvalho Solino Silva, Larissa & Teixeira, Gibran da Silva & Nobre Fernandez, Rodrigo & Halmenschlager, Vinícius, 2024. "Concessions for basic sanitation services in Southern Brazil: A generalized synthetic control analysis," Utilities Policy, Elsevier, vol. 87(C).
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