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Inference in differences-in-differences with few treated groups and heteroskedasticity

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  1. Nils Braakmann, 2022. "Does stop and search reduce crime? Evidence from street‐level data and a surge in operations following a high‐profile crime," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(3), pages 1370-1397, July.
  2. MacKinnon, James G. & Webb, Matthew D., 2020. "Randomization inference for difference-in-differences with few treated clusters," Journal of Econometrics, Elsevier, vol. 218(2), pages 435-450.
  3. Erik Hembre & Katherine McElroy & Shogher Ohannessian, 2024. "Supplemental Nutrition Assistance Program and food expenditures: Evaluating California's cash‐out policy," Contemporary Economic Policy, Western Economic Association International, vol. 42(3), pages 544-573, July.
  4. Baron, E. Jason & Goldstein, Ezra G. & Wallace, Cullen T., 2020. "Suffering in silence: How COVID-19 school closures inhibit the reporting of child maltreatment," Journal of Public Economics, Elsevier, vol. 190(C).
  5. Costa, Francisco J M & Szerman, Dimitri & Assunção, Juliano, 2024. "The Environmental Costs of Political Interference: Evidence from Power Plants in the Amazon," SocArXiv 6y7vk, Center for Open Science.
  6. Sherajum Monira Farin & Lauren Hoehn-Velasco & Michael F. Pesko, 2024. "The Impact of Legal Abortion on Maternal Mortality," American Economic Journal: Economic Policy, American Economic Association, vol. 16(3), pages 174-216, August.
  7. 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.
  8. Bergstrom,Katy Ann & Dodds,William & Robles Rios,Juan Carlos, 2022. "Welfare Analysis of Changing Notches: Evidence from Bolsa Família," Policy Research Working Paper Series 10117, The World Bank.
  9. Lee, Hwanoong & Ko, Changsu & Kim, Wookun, 2024. "Local employment multiplier: Evidence from relocation of public-sector entities in South Korea," Labour Economics, Elsevier, vol. 88(C).
  10. Michael Lipsitz & Evan Starr, 2022. "Low-Wage Workers and the Enforceability of Noncompete Agreements," Management Science, INFORMS, vol. 68(1), pages 143-170, January.
  11. Carvalho, Carlos & Masini, Ricardo & Medeiros, Marcelo C., 2018. "ArCo: An artificial counterfactual approach for high-dimensional panel time-series data," Journal of Econometrics, Elsevier, vol. 207(2), pages 352-380.
  12. Jongkwan Lee, 2019. "The Local Economic Impact Of A Large Research University: Evidence From Uc Merced," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 316-332, January.
  13. Wang, Jialan & Burke, Kathleen, 2022. "The effects of disclosure and enforcement on payday lending in Texas," Journal of Financial Economics, Elsevier, vol. 145(2), pages 489-507.
  14. Gonzalez, Felipe & Prem, Mounu, 2020. "Police Repression and Protest Behavior: Evidence from Student Protests in Chile," SocArXiv 3xk5r, Center for Open Science.
  15. Hwanoong Lee & Changsu Ko & Wookun Kim, 2023. "Local Employment Multiplier: Evidence from Relocation of Public-Sector Entities in South Korea," CESifo Working Paper Series 10870, CESifo.
  16. Prettyman, Alexa, 2024. "Underreporting child maltreatment during the pandemic: Evidence from Colorado," Children and Youth Services Review, Elsevier, vol. 156(C).
  17. Cragun, Randy, 2019. "Effects of lower ages of majority on oral contraceptive use: Evidence on the validity of The Power of the Pill," MPRA Paper 100871, University Library of Munich, Germany, revised 03 Jun 2020.
  18. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  19. Bruno Ferman, 2023. "Inference in difference‐in‐differences: How much should we trust in independent clusters?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(3), pages 358-369, April.
  20. 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.
  21. Giovanni Peri & Vasil Yasenov, 2019. "The Labor Market Effects of a Refugee Wave: Synthetic Control Method Meets the Mariel Boatlift," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 267-309.
  22. Priscila Espinosa & Daniel Aparicio-Pérez & Emili Tortosa-Ausina, 2023. "On the Impact of Next Generation EU Funds: A Regional Synthetic Control Method Approach," Working Papers 2023/07, Economics Department, Universitat Jaume I, Castellón (Spain).
  23. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
  24. MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023. "Cluster-robust inference: A guide to empirical practice," Journal of Econometrics, Elsevier, vol. 232(2), pages 272-299.
  25. Feng Chen, 2023. "Does paid family leave save infant lives? Evidence from California's paid family leave program," Contemporary Economic Policy, Western Economic Association International, vol. 41(2), pages 319-337, April.
  26. Bossavie, Laurent & Cho, Yoonyoung & Heath, Rachel, 2023. "The effects of international scrutiny on manufacturing workers: Evidence from the Rana Plaza collapse in Bangladesh," Journal of Development Economics, Elsevier, vol. 163(C).
  27. Bruno Ferman, 2019. "Assessing Inference Methods," Papers 1912.08772, arXiv.org, revised Oct 2022.
  28. 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.
  29. Bittschi, Benjamin & Dwenger, Nadja & Rincke, Johannes, 2021. "Water the flowers you want to grow? Evidence on private recognition and donor loyalty," European Economic Review, Elsevier, vol. 131(C).
  30. 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.
  31. Andreas Olden & Jarle Møen, 2022. "The triple difference estimator [Semiparametric difference-in-differences estimators]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 531-553.
  32. Lusine Ivanov-Davtyan, 2024. "Education Under Attack? The Impact of a Localized War on Schooling Achievements," CERGE-EI Working Papers wp784, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  33. Arindrajit Dube & Attila Lindner, 2024. "Minimum Wages in the 21st Century," RF Berlin - CReAM Discussion Paper Series 2524, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
  34. Luis Alvarez & Bruno Ferman, 2020. "Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Apr 2023.
  35. 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.
  36. Sarah Papich, 2024. "Do Democracy Vouchers help democracy?," Contemporary Economic Policy, Western Economic Association International, vol. 42(1), pages 4-24, January.
  37. Lindo, Jason M. & Pineda-Torres, Mayra, 2021. "New Evidence on the Effects of Mandatory Waiting Periods for Abortion," Journal of Health Economics, Elsevier, vol. 80(C).
  38. Adam Scavette, 2023. "The Impact of New Jersey's Urban Enterprise Zones on Local Employment: A Synthetic Control Approach," Economic Development Quarterly, , vol. 37(2), pages 127-142, May.
  39. Ferman, Bruno & Pinto, Cristine, 2017. "Placebo Tests for Synthetic Controls," MPRA Paper 78079, University Library of Munich, Germany.
  40. Alexander James & Nathaly M. Rivera & Brock Smith, 2022. "Cash Transfer and Voter Turnout," Working Papers wp536, University of Chile, Department of Economics.
  41. Wenjie Wang & Yichong Zhang, 2021. "Wild Bootstrap for Instrumental Variables Regressions with Weak and Few Clusters," Papers 2108.13707, arXiv.org, revised Jan 2024.
  42. 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.
  43. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
  44. William D. Lastrapes & Ian Schmutte & Thor Watson, 2022. "Home equity lending, credit constraints and small business in the US," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 43-63, January.
  45. Melo, Carolina & Moita, Rodrigo & Sunao, Stefanie, 2021. "Passing through the supply chain: Implications for market power," International Journal of Industrial Organization, Elsevier, vol. 79(C).
  46. E. Jason Baron & Ezra G. Goldstein & Joseph Ryan, 2023. "The Push for Racial Equity in Child Welfare: Can Blind Removals Reduce Disproportionality?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(2), pages 456-487, March.
  47. Wang, Wenjie & Zhang, Yichong, 2024. "Wild bootstrap inference for instrumental variables regressions with weak and few clusters," Journal of Econometrics, Elsevier, vol. 241(1).
  48. Fry, Jane M., 2023. "Do increased speeding fines save lives?," Economics of Transportation, Elsevier, vol. 34(C).
  49. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.
  50. Eleanor Golightly & Pamela Meyerhofer, 2022. "Does Paid Family Leave Cause Mothers to Have More Children? Evidence from California," Journal of Labor Research, Springer, vol. 43(2), pages 203-238, June.
  51. James G. MacKinnon & Matthew D. Webb, 2017. "Pitfalls When Estimating Treatment Effects Using Clustered Data," Working Paper 1387, Economics Department, Queen's University.
  52. Kenchington, David G. & Shohfi, Thomas D. & Smith, Jared D. & White, Roger M., 2022. "Do sin tax hikes spur cheating in interpersonal exchange?," Accounting, Organizations and Society, Elsevier, vol. 96(C).
  53. Marina Dias & Demian Pouzo, 2021. "Inference for multi-valued heterogeneous treatment effects when the number of treated units is small," Papers 2105.10965, arXiv.org.
  54. Aparna Soni, 2022. "The impact of the repeal of the federal individual insurance mandate on uninsurance," International Journal of Health Economics and Management, Springer, vol. 22(4), pages 423-441, December.
  55. Matthew Freedman & Yoonjung Kim, 2022. "Quasi‐Experimental Evidence on the Effects of Expanding Cash Welfare," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(3), pages 859-890, June.
  56. Han, Luyi & Winters, John V., 2020. "Industry Fluctuations and College Major Choices: Evidence from an Energy Boom and Bust," Economics of Education Review, Elsevier, vol. 77(C).
  57. Beshir, H.A.; & Fichera, E.;, 2022. "“And Breathe Normally†: The Low Emission Zone impacts on health and well-being in England," Health, Econometrics and Data Group (HEDG) Working Papers 22/09, HEDG, c/o Department of Economics, University of York.
  58. Stearns, Jenna & White, Corey, 2018. "Can paid sick leave mandates reduce leave-taking?," Labour Economics, Elsevier, vol. 51(C), pages 227-246.
  59. Bobonis, Gustavo J. & Stabile, Mark & Tovar, Leonardo, 2020. "Military training exercises, pollution, and their consequences for health," Journal of Health Economics, Elsevier, vol. 73(C).
  60. Luo, Changyuan & Luo, Qin & Zeng, Shuai, 2022. "Bilateral tax agreement and FDI inflows: Evidence from Hong Kong investment in the Mainland China," China Economic Review, Elsevier, vol. 73(C).
  61. Luis Alvarez & Bruno Ferman, 2023. "Extensions for Inference in Difference-in-Differences with Few Treated Clusters," Papers 2302.03131, arXiv.org.
  62. Jiyoon Kim & Otto Lenhart, 2024. "Paid family leave and the fight against hunger: Evidence from New York," Health Economics, John Wiley & Sons, Ltd., vol. 33(7), pages 1503-1527, July.
  63. Rodrigo Aranda & Michael Darden & Donald Rose, 2021. "Measuring the impact of calorie labeling: The mechanisms behind changes in obesity," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2858-2878, November.
  64. Andreas Hagemann, 2020. "Inference with a single treated cluster," Papers 2010.04076, arXiv.org.
  65. Abouk, Rahi & Powell, David, 2021. "Can electronic prescribing mandates reduce opioid-related overdoses?," Economics & Human Biology, Elsevier, vol. 42(C).
  66. Shooshan Danagoulian & Derek Jenkins, 2021. "Rolling back the gains: Maternal stress undermines pregnancy health after Flint's water switch," Health Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 564-584, March.
  67. 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.
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