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Synthetic Difference In Differences

Citations

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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. 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.
  3. Nuno Garoupa & Rok Spruk, 2024. "Populist Constitutional Backsliding and Judicial Independence: Evidence from Turkiye," Papers 2410.02439, arXiv.org.
  4. Scavette, Adam, 2023. "The economic impact of a casino monopoly: Evidence from Atlantic City," Regional Science and Urban Economics, Elsevier, vol. 103(C).
  5. 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.
  6. Müller-Tribbensee, Timo & Miller, Klaus M. & Skiera, Bernd, 2024. "Paying for Privacy: Pay-or-Tracking Walls," HEC Research Papers Series 1514, HEC Paris.
  7. Shi, Wei & Wei, Jingran, 2023. "In the crossfire: Multinational companies and consumer boycotts," China Economic Review, Elsevier, vol. 77(C).
  8. Dr. Romain Baeriswyl & Alex Oktay & Dr. Marc-Antoine Ramelet, 2023. "Exchange rate shocks and equity prices: the role of currency denomination," Working Papers 2023-05, Swiss National Bank.
  9. 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.
  10. 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.
  11. Porreca, Zachary, 2023. "Gentrification, gun violence, and drug markets," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 235-256.
  12. Jan C. van Ours, 2024. "No Novelty Effect but a Honeymoon that Lasts On the Attendance Effects of New Football Stadiums," Tinbergen Institute Discussion Papers 24-010/V, Tinbergen Institute.
  13. 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.
  14. Gao, Yihong & Gao, Jiayan, 2023. "Low-carbon transformation and corporate cash holdings," Finance Research Letters, Elsevier, vol. 54(C).
  15. 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.
  16. 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.
  17. Miguel Fajardo-Steinhauser, 2023. "Peace Dividends: The Economic Effects of Colombia's Peace Agreement," Papers 2301.01843, arXiv.org.
  18. Michele Baggio & Alberto Chong, 2020. "Free trade agreements and world obesity," Southern Economic Journal, John Wiley & Sons, vol. 87(1), pages 30-49, July.
  19. 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.
  20. Jinguo Rao & Xiaosong Zhang & Duanqiang Zhai, 2024. "Does the Upgrading of Development Zones Improve Land Use Efficiency under the Net-Zero Carbon City Goal? Prefectural-Level Evidence from Quasi-Natural Experiments in China," Land, MDPI, vol. 13(8), pages 1-22, August.
  21. Martijn I Dröes & Hans R A Koster, 2023. "A world divided: refugee centers, house prices and household preferences," Journal of Economic Geography, Oxford University Press, vol. 23(1), pages 51-90.
  22. Saggu, Aman & Ante, Lennart, 2023. "The influence of ChatGPT on artificial intelligence related crypto assets: Evidence from a synthetic control analysis," Finance Research Letters, Elsevier, vol. 55(PB).
  23. Sadeghi, Ali & Kibler, Ewald, 2022. "Do bankruptcy laws matter for entrepreneurship? A Synthetic Control Method analysis of a bankruptcy reform in Finland," Journal of Business Venturing Insights, Elsevier, vol. 18(C).
  24. Do, Quoc-Anh & Galbiati, Roberto & Marx, Benjamin & Ortiz Serrano, Miguel A., 2024. "J'Accuse! Antisemitism and financial markets in the time of the Dreyfus Affair," Journal of Financial Economics, Elsevier, vol. 154(C).
  25. Alexander Quispe & Rodrigo Grijalba, 2024. "Impact of the Availability of ChatGPT on Software Development: A Synthetic Difference in Differences Estimation using GitHub Data," Papers 2406.11046, arXiv.org.
  26. María José Aragón & Martin Chalkley & Noémi Kreif, 2022. "The long‐run effects of diagnosis related group payment on hospital lengths of stay in a publicly funded health care system: Evidence from 15 years of micro data," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 956-972, June.
  27. Samuel Bazzi & Masyhur Hilmy & Benjamin Marx, 2020. "Religion, Education, and Development," SciencePo Working papers Main hal-03873758, HAL.
  28. Gonzalez, Felipe & Prem, Mounu, 2020. "Police Repression and Protest Behavior: Evidence from Student Protests in Chile," SocArXiv 3xk5r, Center for Open Science.
  29. Gabrielle Pepin, 2022. "The effects of welfare time limits on access to financial resources: Evidence from the 2010s," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1343-1372, April.
  30. 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.
  31. Alex Oktay, 2022. "Heterogeneity in the exchange rate pass-through to consumer prices: the Swiss franc appreciation of 2015," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-20, December.
  32. Guerra-Cújar, María Elvira & Prem, Mounu & Rodriguez-Lesmes, Paul & Vargas, Juan F., 2020. "The Peace Baby Boom: Evidence from Colombia’s peace agreement with FARC," SocArXiv c2ypd, Center for Open Science.
  33. Masi, Tania & Savoia, Antonio & Sen, Kunal, 2024. "Is there a fiscal resource curse? Resource rents, fiscal capacity and political institutions in developing economies," World Development, Elsevier, vol. 177(C).
  34. Craig Wesley Carpenter & Kristopher Deming & John Anders & Michael Lotspeich‐Yadao & Charles M. Tolbert & Adam Ingrao, 2024. "Do payday lending bans protect or constrain regional economies? Evidence from the Military Lending Act's final rule," Contemporary Economic Policy, Western Economic Association International, vol. 42(2), pages 319-335, April.
  35. Alberto Abadie & Jinglong Zhao, 2021. "Synthetic Controls for Experimental Design," Papers 2108.02196, arXiv.org, revised Sep 2024.
  36. Augusto Cerqua & Roberta Di Stefano & Guido Pellegrini, 2023. "What kind of region reaps the benefits of a currency union?," Journal of Regional Science, Wiley Blackwell, vol. 63(3), pages 552-582, June.
  37. 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.
  38. Senay Topal & Patrick Richard & John Young & Anuradha Ganesan & Todd Gleeson & Jason Blaylock & Jason F. Okulicz & Xiuping Chu & Brian K. Agan, 2024. "Mandated checkups, knowledge of own health status, and chronic care utilization: The effect of HIV medical evaluation mandates on healthcare quality and expenditure in a US‐single payer system," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 59-81, January.
  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).
  40. Choi, Jungjun & Kwon, Hyukjun & Liao, Yuan, 2024. "Inference for low-rank completion without sample splitting with application to treatment effect estimation," Journal of Econometrics, Elsevier, vol. 240(1).
  41. Joan Monràs & José Garcia Montalvo, 2021. "The effect of second generation rent controls: New evidence from Catalonia," Economics Working Papers 1836, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2022.
  42. Li, Jay Y. & Tang, Dragon Yongjun, 2022. "Product market competition with CDS," Journal of Corporate Finance, Elsevier, vol. 73(C).
  43. Takahiro Kubo & Saeko Terada & Shinya URYU & Taro Mieno & Diogo Verissimo, 2023. "Authors' response to Unjournal evaluations of "Banning wildlife trade can boost demand for unregulated threatened species"," The Unjournal Evaluations 2023-63, The Unjournal.
  44. Campos, Nauro F. & Coricelli, Fabrizio & Franceschi, Emanuele, 2022. "Institutional integration and productivity growth: Evidence from the 1995 enlargement of the European Union," European Economic Review, Elsevier, vol. 142(C).
  45. Chunying Cui & Ziwei Yan, 2023. "Does the Digital Economy Promote Domestic Non-Tradable Sectors?: Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-23, February.
  46. Dmitry Arkhangelsky & Guido W. Imbens, 2019. "Doubly Robust Identification for Causal Panel Data Models," Papers 1909.09412, arXiv.org, revised Feb 2022.
  47. Rodrigo Carril & Audrey Guo, 2023. "The Impact of Preference Programs in Public Procurement: Evidence from Veteran Set-Asides," Working Papers 1417, Barcelona School of Economics.
  48. Emaad Manzoor & Nikhil Malik, 2023. "Designing Effective Music Excerpts," Papers 2309.14475, arXiv.org.
  49. Deng, Lijing & Lu, Yue & Tang, Yao, 2024. "Does FDI increase product innovation of domestic firms? Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 1-24.
  50. Myungkou Shin, 2022. "Finitely Heterogeneous Treatment Effect in Event-study," Papers 2204.02346, arXiv.org, revised Oct 2024.
  51. Tongwei Xie & Changjiang Xiong & Qing Xu & Tianshu Zhou, 2022. "The Impact of Social Pension Scheme on Farm Production in China: Evidence from the China Health and Retirement Longitudinal Survey," IJERPH, MDPI, vol. 19(4), pages 1-13, February.
  52. Di, Wenhua & Pattison, Nathaniel, 2023. "Industry Specialization and Small Business Lending," Journal of Banking & Finance, Elsevier, vol. 149(C).
  53. 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.
  54. 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.
  55. 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).
  56. 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.
  57. 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.
  58. 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.
  59. 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.
  60. Qian Chen & Christoffer Koch & Gary Richardson & Padma Sharma, 2020. "Payments Crises and Consequences," Research Working Paper RWP 20-10, Federal Reserve Bank of Kansas City.
  61. de Roux, Nicolás & Riehl, Evan, 2022. "Disrupted academic careers: The returns to time off after high school," Journal of Development Economics, Elsevier, vol. 156(C).
  62. 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.
  63. 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).
  64. Huber, Matthias & Uebelmesser, Silke, 2023. "Presence of language-learning opportunities and migration," Labour Economics, Elsevier, vol. 84(C).
  65. Posso, Alberto, 2023. "Bilingual education and child labor: Lessons from Peru," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 840-872.
  66. Povilas Lastauskas & Julius Stakėnas, 2022. "Dancing Alone or Together: The Dynamic Effects of Independent and Common Monetary Policies," Advances in Econometrics, in: Essays in Honor of M. Hashem Pesaran: Prediction and Macro Modeling, volume 43, pages 217-241, Emerald Group Publishing Limited.
  67. Zhang, Ning & Wang, Shuo, 2024. "Can China's regional carbon market pilots improve power plants' energy efficiency?," Energy Economics, Elsevier, vol. 129(C).
  68. Natali, Ilaria, 2024. "Economic Opportunity and Opioid Regulation: the Case of Codeine in France," TSE Working Papers 24-1563, Toulouse School of Economics (TSE).
  69. Francesco S. Bellelli & Ankai Xu, 2024. "The Impact of Environmental Measures on Trade and Innovation: Evidence from the WTO Environmental Database (EDB)," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(10), pages 2629-2682, October.
  70. Palsson, Craig, 2023. "The forces of path dependence: Haiti's refugee camps, 1937–2009," Explorations in Economic History, Elsevier, vol. 89(C).
  71. Dovern, Jonas & Frank, Johannes & Glas, Alexander & Müller, Lena Sophia & Perico Ortiz, Daniel, 2023. "Estimating pass-through rates for the 2022 tax reduction on fuel prices in Germany," Energy Economics, Elsevier, vol. 126(C).
  72. He, Peiming & Zhang, Jiaming & Chen, Litai, 2022. "Time is money: Impact of China-Europe Railway Express on the export of laptop products from Chongqing to Europe," Transport Policy, Elsevier, vol. 125(C), pages 312-322.
  73. Loukas Karabarbounis & Jeremy Lise & Anusha Nath, 2022. "Minimum Wages and Labor Markets in the Twin Cities," NBER Working Papers 30239, National Bureau of Economic Research, Inc.
  74. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
  75. Enrich, Jacint & Li, Ruoyi & Mizrahi, Alejandro & Reguant, Mar, 2024. "Measuring the impact of time-of-use pricing on electricity consumption: Evidence from Spain," Journal of Environmental Economics and Management, Elsevier, vol. 123(C).
  76. Liu, Ruiming & Yan, Haosheng & Zhang, Zebang, 2024. "Does historic preservation affect firms' output? Evidence from the awarding of the Historic City title in China," China Economic Review, Elsevier, vol. 85(C).
  77. Aaron Adalja & Jūra Liaukonytė & Emily Wang & Xinrong Zhu, 2023. "GMO and Non-GMO Labeling Effects: Evidence from a Quasi-Natural Experiment," Marketing Science, INFORMS, vol. 42(2), pages 233-250, March.
  78. Ekaterina V. Orlova, 2023. "Inference of Factors for Labor Productivity Growth Used Randomized Experiment and Statistical Causality," Mathematics, MDPI, vol. 11(4), pages 1-22, February.
  79. 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).
  80. Sanat, Lyazzat & Rejesus, Roderick M., 2024. "Understanding the Impact of State Cost Share Programs on Cover Crop Adoption Rates," 2024 Annual Meeting, July 28-30, New Orleans, LA 344077, Agricultural and Applied Economics Association.
  81. Alberto Abadie & Jaume Vives-i-Bastida, 2022. "Synthetic Controls in Action," Papers 2203.06279, arXiv.org.
  82. 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.
  83. Youngho Kim, 2024. "Payments for Ecosystem Services Programs and Climate Change Adaptation in Agriculture," Economics Series Working Papers 1054, University of Oxford, Department of Economics.
  84. Marianne BLÉHAUT & Xavier D'HAULTFOEUILLE & Jérémy L'HOUR & Alexandre B. TSYBAKOV, 2020. "An alternative to synthetic control for models with many covariates under sparsity," Working Papers 2020-17, Center for Research in Economics and Statistics.
  85. Armstrong, Christopher & Kepler, John D. & Samuels, Delphine & Taylor, Daniel, 2022. "Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments," Journal of Accounting and Economics, Elsevier, vol. 74(2).
  86. 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.
  87. Guy Aridor & Yeon-Koo Che & Brett Hollenbeck & Maximilian Kaiser & Daniel McCarthy, 2024. "Evaluating the Impact of Privacy Regulation on E-Commerce Firms: Evidence from Apple’s App Tracking Transparency," CESifo Working Paper Series 10928, CESifo.
  88. Roberta Di Stefano & Giovanni Mellace, 2020. "The inclusive synthetic control method," Working Papers 21/20, Sapienza University of Rome, DISS.
  89. 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.
  90. Arboleda Cárcamo, David, 2024. "Fitting a Curve to the Pre-Trends," Documentos CEDE 21199, Universidad de los Andes, Facultad de Economía, CEDE.
  91. 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.
  92. 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.
  93. 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.
  94. Abman, Ryan & Longbrake, Gabrial, 2023. "Resource development and governance declines: The case of the Chad–Cameroon petroleum pipeline," Energy Economics, Elsevier, vol. 117(C).
  95. 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).
  96. 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.
  97. Cloud, Cannon & Heß, Simon & Kasinger, Johannes, 2023. "Shared e-scooter services and road safety: Evidence from six European countries," European Economic Review, Elsevier, vol. 160(C).
  98. Matthew Cefalu & Brian G. Vegetabile & Michael Dworsky & Christine Eibner & Federico Girosi, 2020. "Reducing bias in difference-in-differences models using entropy balancing," Papers 2011.04826, arXiv.org.
  99. 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.
  100. Veronica Leoni & David Boto-García, 2023. "The Effect of Natural Disasters on Hotel Demand, Supply and Labour Markets: Evidence from the La Palma Volcano Eruption," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(4), pages 755-780, December.
  101. Li, Rui & Fang, Debin & Xu, Jiajun, 2024. "Does China's carbon inclusion policy promote household carbon emissions reduction? Theoretical mechanisms and empirical evidence," Energy Economics, Elsevier, vol. 132(C).
  102. Debnath, Sisir & Nilayamgode, Mrithyunjayan & Sekhri, Sheetal, 2023. "Information Bypass: Using Low-cost technological innovations to curb leakages in welfare programs," Journal of Development Economics, Elsevier, vol. 164(C).
  103. 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.
  104. Carter, Colin A. & Steinbach, Sandro & Zhuang, Xiting, 2022. "Global Shipping Container Disruptions and U.S. Agricultural Exports," Working Papers 320397, International Agricultural Trade Research Consortium.
  105. 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).
  106. Cummins Joseph & Miller Douglas L. & Smith Brock & Simon David, 2024. "Matching on Noise: Finite Sample Bias in the Synthetic Control Estimator," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 67-95, January.
  107. Cerqua, Augusto & Ferrante, Chiara & Letta, Marco, 2023. "Electoral earthquake: Local shocks and authoritarian voting," European Economic Review, Elsevier, vol. 156(C).
  108. 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.
  109. Apel, Johannes & Rohde, Niklas & Marcus, Jan, 2023. "The effect of a nighttime curfew on the spread of COVID-19," Health Policy, Elsevier, vol. 129(C).
  110. Perilla, Sergio & Prem, Mounu & Purroy, Miguel E. & Vargas, Juan F., 2024. "How peace saves lives: Evidence from Colombia," World Development, Elsevier, vol. 176(C).
  111. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
  112. Oscar Engelbrektson, 2021. "Why Synthetic Control estimators are biased and what to do about it: Introducing Relaxed and Penalized Synthetic Controls," Papers 2111.10784, arXiv.org.
  113. Abby Alpert & William N Evans & Ethan M J Lieber & David Powell, 2023. "Origins of the Opioid Crisis and its Enduring Impacts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 1139-1179.
  114. Fohlin, Caroline & Lu, Zhikun & Zhou, Nan, 2022. "Short sale bans may improve market quality during crises: New evidence from the 2020 Covid," SAFE Working Paper Series 365, Leibniz Institute for Financial Research SAFE.
  115. Julia Bluszcz & Marica Valente, 2019. "The War in Europe: Economic Costs of the Ukrainian Conflict," Discussion Papers of DIW Berlin 1804, DIW Berlin, German Institute for Economic Research.
  116. Sun, Xing & Lin, Minzhen & Zhong, Huaming, 2024. "The motivation and impact of polluting Enterprises' diversifications: Quasi-natural experiments from environmental protection interview," Energy Economics, Elsevier, vol. 129(C).
  117. Nils Braakmann & Barbara Eberth, 2024. "Can unions impose costs on employers in education strikes? Evidence from pension disputes in UK universities," Papers 2401.05183, arXiv.org.
  118. Bai, Dongbei & Hu, Jin & Irfan, Muhammad & Hu, Mingjun, 2023. "Unleashing the impact of ecological civilization pilot policies on green technology innovation: Evidence from a novel SC-DID model," Energy Economics, Elsevier, vol. 125(C).
  119. Songnian Chen & Junlong Feng, 2023. "Group-Heterogeneous Changes-in-Changes and Distributional Synthetic Controls," Papers 2307.15313, arXiv.org.
  120. Cannon Cloud & Simon He{ss} & Johannes Kasinger, 2022. "Do shared e-scooter services cause traffic accidents? Evidence from six European countries," Papers 2209.06870, arXiv.org, revised Sep 2022.
  121. 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.
  122. Lu Zhang & Xiaomeng Zhang & Xinyu Zhang, 2024. "Asymptotic Properties of the Distributional Synthetic Controls," Papers 2405.00953, arXiv.org, revised Aug 2024.
  123. Ron Berman & Ayelet Israeli, 2022. "The Value of Descriptive Analytics: Evidence from Online Retailers," Marketing Science, INFORMS, vol. 41(6), pages 1074-1096, November.
  124. Jaya Jumrani & J. V. Meenakshi, 2023. "How effective is a fat subsidy? Evidence from edible oil consumption in India," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 327-348, June.
  125. Belarouci, Matthieu & Vaillant, Nicolas & Wolff, François-Charles, 2024. "Did the French reform of the judicial map affect conciliation activities?," International Review of Law and Economics, Elsevier, vol. 77(C).
  126. Augusto Cerqua & Marco Letta & Fiammetta Menchetti, 2023. "Causal inference and policy evaluation without a control group," Papers 2312.05858, arXiv.org, revised Oct 2024.
  127. Yoann Morin, 2024. "Synthetic Difference in Differences for Repeated Cross-Sectional Data," Papers 2409.20199, arXiv.org.
  128. 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).
  129. 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.
  130. Christian Alemán & Christopher Busch & Alexander Ludwig & Raül Santaeulàlia-Llopis, 2022. "A Stage-Based Identification of Policy Effects," Working Papers 1369, Barcelona School of Economics.
  131. Barney Hartman‐Glaser & Mark Thibodeau & Jiro Yoshida, 2023. "Cash to spend: IPO wealth and house prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(1), pages 68-102, January.
  132. 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.
  133. Hannah Druckenmiller & Yanjun (Penny) Liao & Sophie Pesek & Margaret Walls & Shan Zhang, 2024. "Removing development incentives in risky areas promotes climate adaptation," Nature Climate Change, Nature, vol. 14(9), pages 936-942, September.
  134. Bondy, Matthew V. & Cai, Samuel V. & Donohue, John J., 2023. "Estimating the effect of U.S. concealed carry laws on homicide: A replication and sensitivity analysis," International Review of Law and Economics, Elsevier, vol. 75(C).
  135. Watzinger, Martin & Schnitzer, Monika, 2022. "The Breakup of the Bell System and its Impact on US Innovation," Rationality and Competition Discussion Paper Series 341, CRC TRR 190 Rationality and Competition.
  136. Luis A. F. Alvarez & Bruno Ferman, 2024. "On “Imputation of Counterfactual Outcomes when the Errors are Predictable'': Discussions on Misspecification and Suggestions of Sensitivity Analyses," Working Papers, Department of Economics 2024_16, University of São Paulo (FEA-USP).
  137. Guangdong Li & Chuanglin Fang & James E. M. Watson & Siao Sun & Wei Qi & Zhenbo Wang & Jianguo Liu, 2024. "Mixed effectiveness of global protected areas in resisting habitat loss," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  138. Enzo Brox & Riccardo Di Francesco, 2024. "The Cost of Coming Out," Papers 2403.03649, arXiv.org, revised Jun 2024.
  139. Flynn, James, 2024. "Can Expanding Contraceptive Access Reduce Adverse Infant Health Outcomes?," IZA Discussion Papers 17146, Institute of Labor Economics (IZA).
  140. Apoorva Lal & Daniel M Thompson, 2023. "Did Private Election Administration Funding Advantage Democrats in 2020?," Papers 2310.05275, arXiv.org.
  141. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
  142. Li, Xun & Pan, Wensi & Xu, Gang, 2024. "A “leaner” government? The effect of China's anti-corruption campaign on the body weight and health of public sector employees," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 141-169.
  143. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
  144. 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).
  145. Rupasingha, Anil & Davis, James C., 2024. "Early Impacts of Opportunity Zones on Minority and Rural Employment," 2024 Annual Meeting, July 28-30, New Orleans, LA 343540, Agricultural and Applied Economics Association.
  146. Campbell, Travis & Rodgers, Yana van der Meulen, 2023. "Conversion therapy, suicidality, and running away: An analysis of transgender youth in the U.S," Journal of Health Economics, Elsevier, vol. 89(C).
  147. 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.
  148. Nicholas Reinarts & Vitor Melo, 2023. "ADA to Ph.D.? The Americans with disabilities act and post-secondary educational attainment," Public Choice, Springer, vol. 197(3), pages 421-432, December.
  149. Fleuriet, Vincent & Vertier, Paul, 2024. "Does the G20 compact with Africa foster economic growth: Evidence from synthetic differences," Economics Letters, Elsevier, vol. 236(C).
  150. Anish Agarwal & Munther Dahleh & Devavrat Shah & Dennis Shen, 2021. "Causal Matrix Completion," Papers 2109.15154, arXiv.org.
  151. Huang, Hongyun & Mbanyele, William & Wang, Fengrong & Song, Malin & Wang, Yuzhang, 2022. "Climbing the quality ladder of green innovation: Does green finance matter?," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  152. Campbell, Travis, 2024. "Black Lives Matter’s effect on police lethal use of force," Journal of Urban Economics, Elsevier, vol. 141(C).
  153. Mark Kattenberg & Bas Scheer & Jurre Thiel, 2023. "Causal forests with fixed effects for treatment effect heterogeneity in difference-in-differences," CPB Discussion Paper 452, CPB Netherlands Bureau for Economic Policy Analysis.
  154. Ozge Demirci & Jonas Hannane & Xinrong Zhu, 2024. "Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms," CESifo Working Paper Series 11276, CESifo.
  155. Kauhanen, Antti, 2023. "The Effects of the Decentralization of Collective Bargaining on Wages and Wage Dispersion: Evidence from the Finnish Forest and IT Industries," ETLA Working Papers 105, The Research Institute of the Finnish Economy.
  156. Cong Wang, 2024. "Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis," Papers 2408.09271, arXiv.org, revised Sep 2024.
  157. Luis Alvarez & Bruno Ferman, 2023. "Extensions for Inference in Difference-in-Differences with Few Treated Clusters," Papers 2302.03131, arXiv.org.
  158. Jungjun Choi & Hyukjun Kwon & Yuan Liao, 2023. "Inference for Low-rank Completion without Sample Splitting with Application to Treatment Effect Estimation," Papers 2307.16370, arXiv.org.
  159. 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.
  160. Carter, Colin A. & Steinbach, Sandro & Zhuang, Xiting, 2022. "Global Container Trade Disruptions and U.S. Agricultural Exports," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322364, Agricultural and Applied Economics Association.
  161. 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.
  162. 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.
  163. Cropper, Maureen & Suri, Palak, 2024. "Measuring the air pollution benefits of public transport projects," Regional Science and Urban Economics, Elsevier, vol. 107(C).
  164. Robert J. Kolesar & Rok Spruk, 2024. "Effect of Austerity Measures on Infant Mortality: Evidence from Greece," Papers 2407.17084, arXiv.org.
  165. 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.
  166. Haodong Yang & Li Liu & Gaofeng Wang, 2024. "Does large-scale research infrastructure affect regional knowledge innovation, and how? A case study of the National Supercomputing Center in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
  167. Dmitry Arkhangelsky & Aleksei Samkov, 2024. "Sequential Synthetic Difference in Differences," Papers 2404.00164, arXiv.org.
  168. Abman, Ryan & Lundberg, Clark, 2024. "Contracting, market access and deforestation," Journal of Development Economics, Elsevier, vol. 168(C).
  169. Wang, Zhen & Chu, Erming, 2024. "The path toward urban carbon neutrality: How does the low-carbon city pilot policy stimulate low-carbon technology?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 954-975.
  170. Shibashish Mukherjee & Sorin M.S. Krammer, 2024. "When the going gets tough : Board gender diversity in the wake of a major crisis," Post-Print hal-04522722, HAL.
  171. Kishore, P. & Roy, D. & Birthal, P.S. & Srivastava, S.K., 2024. "Regulation, and Policy Response to Groundwater Preservation in India," IAMO Policy Briefs 344994, Institute of Agricultural Development in Transition Economies (IAMO).
  172. Libin Feng & Zhengcheng Sun, 2023. "The Impact of Green Finance Pilot Policy on Carbon Intensity in Chinese Cities—Based on the Synthetic Control Method," Sustainability, MDPI, vol. 15(15), pages 1-21, July.
  173. Selim Gulesci & Marinella Leone & Sameen Zafar, 2024. "Domestic Violence Laws and Social Norms: Evidence from Pakistan," Trinity Economics Papers tep0324, Trinity College Dublin, Department of Economics.
  174. Parast Layla & Hunt Priscillia & Griffin Beth Ann & Powell David, 2020. "When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 209-228, January.
  175. Amalia R. Miller & Kamalini Ramdas & Alp Sungu, 2023. "Browsers Don’t Lie? Gender Differences in the Effects of the Indian COVID-19 Lockdown on Digital Activity and Time Use," NBER Working Papers 31919, National Bureau of Economic Research, Inc.
  176. Dor Leventer & Daniel Nevo, 2024. "Correcting invalid regression discontinuity designs with multiple time period data," Papers 2408.05847, arXiv.org.
  177. Ying Xiong & Shengsheng Li, 2022. "Can the Establishment of University Science and Technology Parks Promote Urban Innovation? Evidence from China," Sustainability, MDPI, vol. 14(17), pages 1-19, August.
  178. Porreca, Zachary, 2022. "Synthetic difference-in-differences estimation with staggered treatment timing," Economics Letters, Elsevier, vol. 220(C).
  179. Diao, Mi & Sing, Tien Foo & Zhang, Xiaoyu, 2024. "The political economy of public housing upgrading programs," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 369-389.
  180. Wallimann, Hannes & Blättler, Kevin & von Arx, Widar, 2023. "Do price reductions attract customers in urban public transport? A synthetic control approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
  181. Roberto Esposti, 2022. "The Coevolution of Policy Support and Farmers' Behaviour. An investigation on Italian agriculture over the 2008-2019 period," Working Papers 464, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  182. Davide Viviano & Jelena Bradic, 2021. "Dynamic covariate balancing: estimating treatment effects over time with potential local projections," Papers 2103.01280, arXiv.org, revised Jan 2024.
  183. 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.
  184. Borbely, Daniel, 2022. "The impact of housing subsidy cuts on the labour market outcomes of claimants: Evidence from England," Journal of Housing Economics, Elsevier, vol. 57(C).
  185. Goeyvaerts, Geert, 2023. "Reconstructing cities: Stimulating redevelopment through the tax code," Regional Science and Urban Economics, Elsevier, vol. 99(C).
  186. Liu, Ning & Bao, Guoxian & Wu, Shaolong, 2023. "Social implications of Covid-19: Its impact on general trust, political trust, and trust in physicians in China," Social Science & Medicine, Elsevier, vol. 317(C).
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  188. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
  189. de Abreu Pereira Uhr, Daniel & de Oliveira Pinheiro, Magnus Kelly & Francisco, Domingos Joaquim & de Oliveira, Mauricio Felipe Bemfica & Uhr, Júlia Gallego Ziero, 2023. "The effect of 1987 Ireland’s Programme for National Recovery on sustainable economic growth: A synthetic control approach," Economics Letters, Elsevier, vol. 222(C).
  190. Dionne, Georges & Fenou, Akouété & Mnasri, Mohamed, 2024. "Insurers’ M&A in the United States during the 1990-2022 period: Is the Fed monetary policy a causal factor," Working Papers 24-2, HEC Montreal, Canada Research Chair in Risk Management, revised 16 Jul 2024.
  191. Hess, Joshua H., 2024. "The impact of Dobbs v. Jackson on medical school applications," Economics Letters, Elsevier, vol. 241(C).
  192. Kotsogiannis, Christos & Salvadori, Luca & Karangwa, John & Mukamana, Theonille, 2024. "Do tax audits have a dynamic impact? Evidence from corporate income tax administrative data," Journal of Development Economics, Elsevier, vol. 170(C).
  193. Carmen Villa, 2024. "The effects of youth clubs on education and crime," IFS Working Papers W24/51, Institute for Fiscal Studies.
  194. Daniel de Abreu Pereira Uhr & Felipe Weizenmann & Julia Gallego Ziero Uhr, 2024. "The impact of the Economic Adjustment Programme for Ireland: a synthetic control approach," Economics and Business Letters, Oviedo University Press, vol. 13(2), pages 82-90.
  195. Florian Gunsilius, 2020. "Distributional synthetic controls," Papers 2001.06118, arXiv.org, revised Dec 2021.
  196. 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.
  197. Zhang, Zhenhua & Wang, Jing & Feng, Chao & Chen, Xi, 2023. "Do pilot zones for green finance reform and innovation promote energy savings? Evidence from China," Energy Economics, Elsevier, vol. 124(C).
  198. Ho, Chun-Yu & Narins, Thomas P. & Sung, Won, 2023. "Developing information and communication technology with the belt and road initiative and the digital silk road," Telecommunications Policy, Elsevier, vol. 47(10).
  199. Ali Goli & Simha Mummalaneni & Pradeep K. Chintagunta, 2024. "Making a Smooth Exit? Menthol Bans and Cigarette Sales in Massachusetts," Marketing Science, INFORMS, vol. 43(3), pages 564-589, May.
  200. Lee, Siha & Liu, Sitian, 2024. "Fertility incentives in Canada: A cohort analysis," CLEF Working Paper Series 75, Canadian Labour Economics Forum (CLEF), University of Waterloo.
  201. Jun Tang, 2024. "How the Smart Energy Can Contribute towards Achieving the Sustainable Development Goal 7," Sustainability, MDPI, vol. 16(17), pages 1-25, September.
  202. Lihua Lei & Timothy Sudijono, 2024. "Inference for Synthetic Controls via Refined Placebo Tests," Papers 2401.07152, arXiv.org, revised Apr 2024.
  203. He, Ruofan & Wan, Panbing & Yang, Mian, 2024. "The resource curse in energy-rich regions: Evidence from China's ultra-high voltage transmission," Energy, Elsevier, vol. 304(C).
  204. Henry Saffer & Selen Ozdogan & Michael Grossman & Daniel L. Dench & Dhaval M. Dave, 2024. "Comprehensive E-cigarette Flavor Bans and Tobacco Use among Youth and Adults," NBER Working Papers 32534, National Bureau of Economic Research, Inc.
  205. 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).
  206. Valentin Jouvanceau, 2021. "The Effect of the Euro Changeover on Prices: Evidence from Lithuania," Bank of Lithuania Working Paper Series 93, Bank of Lithuania.
  207. David Bruns-Smith & Oliver Dukes & Avi Feller & Elizabeth L. Ogburn, 2023. "Augmented balancing weights as linear regression," Papers 2304.14545, arXiv.org, revised Jun 2024.
  208. Sylvia Klosin, 2024. "Dynamic Biases of Static Panel Data Estimators," Papers 2410.16112, arXiv.org.
  209. Sandro Heiniger, 2024. "Data-driven model selection within the matrix completion method for causal panel data models," Papers 2402.01069, arXiv.org.
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