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On the Role of Covariates in the Synthetic Control Method

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Cited by:

  1. Breinlich, Holger & Leromain, Elsa & Novy, Dennis & Sampson, Thomas, 2020. "Voting with their money: Brexit and outward investment by UK firms," European Economic Review, Elsevier, vol. 124(C).
  2. Safoura Moeeni, 2022. "The Intergenerational Effects of Economic Sanctions," The World Bank Economic Review, World Bank, vol. 36(2), pages 269-304.
  3. Niklas Potrafke & Kaspar Wuthrich, 2020. "Green governments," Papers 2012.09906, arXiv.org, revised Mar 2022.
  4. 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.
  5. Heger, Martin Philipp & Neumayer, Eric, 2019. "The impact of the Indian Ocean tsunami on Aceh’s long-term economic growth," Journal of Development Economics, Elsevier, vol. 141(C).
  6. 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.
  7. 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 [Using synthetic controls: Feasibility, data requirements, and methodological aspects]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
  8. Marco Francesconi & Jonathan James, 2022. "Alcohol Price Floors and Externalities: The Case of Fatal Road Crashes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(4), pages 1118-1156, September.
  9. Benjamin Krebs & Simon Luechinger, 2020. "The effect of an electricity tax on aggregate electricity consumption: evidence from Basel," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-20, December.
  10. Avdic, Daniel & von Hinke, Stephanie, 2021. "Extending alcohol retailers’ opening hours: Evidence from Sweden," European Economic Review, Elsevier, vol. 138(C).
  11. Castillo, Emilio, 2021. "The impacts of profit-based royalties on early-stage mineral exploration," Resources Policy, Elsevier, vol. 73(C).
  12. Dhaval Dave & Joseph J. Sabia & Samuel Safford, 2022. "The limits of reopening policy to alter economic behavior: New evidence from Texas," Journal of Risk and Uncertainty, Springer, vol. 64(2), pages 109-145, April.
  13. Andrew I. Friedson & Drew McNichols & Joseph J. Sabia & Dhaval Dave, 2021. "Shelter‐In‐Place Orders And Public Health: Evidence From California During The Covid‐19 Pandemic," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 258-283, January.
  14. Erick Lahura & Rosario Sabrera, 2023. "The effect of infrastructure investment on tourism demand: a synthetic control approach for the case of Kuelap, Peru," Empirical Economics, Springer, vol. 65(1), pages 443-478, July.
  15. Costa, Francisco J M & Szerman, Dimitri & Assunção, Juliano, 2018. "Local Economic Impacts of Hydroelectric Power Plants: Evidence from Brazil," SocArXiv kzhs6, Center for Open Science.
  16. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
  17. Ersoy, Fulya Y., 2020. "The effects of the great recession on college majors," Economics of Education Review, Elsevier, vol. 77(C).
  18. Emery, Thomas & Mélon, Lela & Spruk, Rok, 2023. "Does e-procurement matter for economic growth? Subnational evidence from Australia," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 318-334.
  19. Joseph Fry, 2023. "A Method of Moments Approach to Asymptotically Unbiased Synthetic Controls," Papers 2312.01209, arXiv.org, revised Mar 2024.
  20. Kraft, Kornelius & Lammers, Alexander, 2021. "Bargaining Power and the Labor Share - a Structural Break Approach," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242342, Verein für Socialpolitik / German Economic Association.
  21. 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.
  22. Roberta Di Stefano & Giovanni Mellace, 2020. "The inclusive synthetic control method," Working Papers 21/20, Sapienza University of Rome, DISS.
  23. Mayank Aggarwal & Anindya S. Chakrabarti & Chirantan Chatterjee, 2023. "Movies, stigma and choice: Evidence from the pharmaceutical industry," Health Economics, John Wiley & Sons, Ltd., vol. 32(5), pages 1019-1039, May.
  24. 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.
  25. Avdic, Daniel & Ivets, Maryna & Lagerqvist, Bo & Sriubaite, Ieva, 2023. "Providers, peers and patients. How do physicians’ practice environments affect patient outcomes?," Journal of Health Economics, Elsevier, vol. 89(C).
  26. Yuan Li & Martin Kleimann & Hans-Jörg Schmerer, 2021. "Estimating causal effects of BRI infrastructure projects based on the synthetic control method," Asia Europe Journal, Springer, vol. 19(1), pages 103-129, December.
  27. Kim, Hyejin & Lee, Jungmin, 2019. "Can employment subsidies save jobs? Evidence from a shipbuilding city in South Korea," Labour Economics, Elsevier, vol. 61(C).
  28. 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.
  29. Campos Vázquez, Raymundo Miguel & Rodas Milián, James Alexis, 2020. "El efecto faro del salario mínimo en la estructura salarial: evidencias para México," El Trimestre Económico, Fondo de Cultura Económica, vol. 87(345), pages 51-97, enero-mar.
  30. 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.
  31. 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.
  32. Wei Tian & Seojeong Lee & Valentyn Panchenko, 2023. "Synthetic Controls with Multiple Outcomes: Estimating the Effects of Non-Pharmaceutical Interventions in the COVID-19 Pandemic," Discussion Papers 2023-05, School of Economics, The University of New South Wales.
  33. 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.
  34. Xiaomeng Zhang & Wendun Wang & Xinyu Zhang, 2022. "Asymptotic Properties of the Synthetic Control Method," Papers 2211.12095, arXiv.org.
  35. Dhaval M. Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Drew McNichols & Joseph J. Sabia, 2020. "Are the Effects of Adoption and Termination of Shelter-in-Place Orders Symmetric? Evidence from a Natural Experiment," NBER Working Papers 27322, National Bureau of Economic Research, Inc.
  36. Dave, Dhaval M. & Friedson, Andrew I. & Matsuzawa, Kyutaro & McNichols, Drew & Sabia, Joseph J., 2020. "Did the Wisconsin Supreme Court Restart a COVID-19 Epidemic? Evidence from a Natural Experiment," IZA Discussion Papers 13314, Institute of Labor Economics (IZA).
  37. Fiammetta Menchetti & Fabrizio Cipollini & Fabrizia Mealli, 2023. "Combining counterfactual outcomes and ARIMA models for policy evaluation," The Econometrics Journal, Royal Economic Society, vol. 26(1), pages 1-24.
  38. 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.
  39. Rui Wang & Xi Chen & Xun Li, 2022. "Something in the pipe: the Flint water crisis and health at birth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1723-1749, October.
  40. Bruno Ferman & Gaute Torsvik & Kjell Vaage, 2023. "Skipping the doctor: evidence from a case with extended self-certification of paid sick leave," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(2), pages 935-971, April.
  41. 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.
  42. Peter Backus & Thien Nguyen, 2021. "The Effect of the Sex Buyer Law on the Market for Sex, Sexual Health and Sexual Violence," Economics Discussion Paper Series 2106, Economics, The University of Manchester.
  43. Gabriel, Ricardo Duque & Pessoa, Ana Sofia, 2020. "Adopting the Euro: a synthetic control approach," MPRA Paper 99391, University Library of Munich, Germany.
  44. Chiara Natalie Focacci & Mitja Kovac & Rok Spruk, 2022. "The perils of Kremlin's influence: evidence from Ukraine," Papers 2206.04950, arXiv.org.
  45. 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.
  46. 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.
  47. Wei Tian, 2023. "The Synthetic Control Method with Nonlinear Outcomes: Estimating the Impact of the 2019 Anti-Extradition Law Amendments Bill Protests on Hong Kong's Economy," Papers 2306.01967, arXiv.org.
  48. Dhaval M. Dave & Joseph J. Sabia & Samuel Safford, 2021. "The Limits of Reopening Policy to Alter Economic Behavior: New Evidence from Texas," NBER Working Papers 28804, National Bureau of Economic Research, Inc.
  49. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
  50. Dhaval M. Dave & Andrew I. Friedson & Kyutaro Matsuzawa & Drew McNichols & Connor Redpath & Joseph J. Sabia, 2020. "Risk Aversion, Offsetting Community Effects, and COVID-19: Evidence from an Indoor Political Rally," NBER Working Papers 27522, National Bureau of Economic Research, Inc.
  51. Avdic, Daniel & von Hinke, Stephanie, 2021. "Extending alcohol retailers’ opening hours: Evidence from Sweden," European Economic Review, Elsevier, vol. 138(C).
  52. John Charles Bradbury, 2022. "The impact of sports stadiums on localized commercial activity: Evidence from a Business Improvement District," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 194-217, January.
  53. Colin O'Reilly, 2021. "Violent conflict and institutional change," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(2), pages 257-317, April.
  54. 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.
  55. Guire, William M.C. & Holtmaat, Ellen Alexandra & Prakash, Aseem, 2022. "Penalties for industrial accidents: the impact of the Deepwater Horizon accident on BP’s reputation and stock market returns," LSE Research Online Documents on Economics 115560, London School of Economics and Political Science, LSE Library.
  56. 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).
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