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The Wild Bootstrap For Few (treated) Clusters

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  1. 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.
  2. Lampe, Ryan & McRae, Shaun, 2021. "Self-regulation vs state regulation: Evidence from cinema age restrictions," International Journal of Industrial Organization, Elsevier, vol. 75(C).
  3. repec:ags:aaea22:335973 is not listed on IDEAS
  4. James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2024. "Cluster-robust jackknife and bootstrap inference for binary response models," Papers 2406.00650, arXiv.org.
  5. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment," DETU Working Papers 1804, Department of Economics, Temple University.
  6. MacKinnon, James G., 2023. "Fast cluster bootstrap methods for linear regression models," Econometrics and Statistics, Elsevier, vol. 26(C), pages 52-71.
  7. Roxanne Kovacs & Maurice Dunaiski & Janne Tukiainen, 2023. "The effect of compulsory face mask policies on community mobility in Germany," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 1027-1055, October.
  8. 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.
  9. Blake Shaffer, 2019. "Location matters: Daylight saving time and electricity demand," Canadian Journal of Economics, Canadian Economics Association, vol. 52(4), pages 1374-1400, November.
  10. Lauren E. Jones & Kevin Milligan & Mark Stabile, 2019. "Child cash benefits and family expenditures: Evidence from the National Child Benefit," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(4), pages 1433-1463, November.
  11. Todd Morris & Benoit Dostie, 2023. "Graying and staying on the job: The welfare implications of employment protection for older workers," Cahiers de recherche / Working Papers 15, Institut sur la retraite et l'épargne / Retirement and Savings Institute.
  12. Brandts, Jordi & Busom, Isabel & Lopez-Mayan, Cristina & Panadés, Judith, 2022. "Dispelling misconceptions about economics," Journal of Economic Psychology, Elsevier, vol. 88(C).
  13. Dennis Egger & Johannes Haushofer & Edward Miguel & Paul Niehaus & Michael Walker, 2022. "General Equilibrium Effects of Cash Transfers: Experimental Evidence From Kenya," Econometrica, Econometric Society, vol. 90(6), pages 2603-2643, November.
  14. Ampofo, Akwasi & Cheng, Terence C. & Doko Tchatoka, Firmin, 2022. "Oil extraction and spillover effects into local labour market: Evidence from Ghana," Energy Economics, Elsevier, vol. 106(C).
  15. von Hippel, Paul T. & Bellows, Laura, 2018. "How much does teacher quality vary across teacher preparation programs? Reanalyses from six states," Economics of Education Review, Elsevier, vol. 64(C), pages 298-312.
  16. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2023. "Leverage, influence, and the jackknife in clustered regression models: Reliable inference using summclust," Stata Journal, StataCorp LP, vol. 23(4), pages 942-982, December.
  17. Dorner, Matthias & Görlitz, Katja, 2020. "Training, Wages and a Missing School Graduation Cohort," IZA Discussion Papers 13490, Institute of Labor Economics (IZA).
  18. 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).
  19. Gertler, Paul J. & Gonzalez-Navarro, Marco & Gračner, Tadeja & Rothenberg, Alexander D., 2024. "Road maintenance and local economic development: Evidence from Indonesia’s highways," Journal of Urban Economics, Elsevier, vol. 143(C).
  20. Acosta-Smith, Jonathan & Barunik, Jozef & Gerba, Eddie & Katsoulis, Petros, 2024. "Moderation or indulgence? Effects of bank distribution restrictions during stress," Bank of England working papers 1053, Bank of England.
  21. Hagemann, Andreas, 2019. "Placebo inference on treatment effects when the number of clusters is small," Journal of Econometrics, Elsevier, vol. 213(1), pages 190-209.
  22. Gerling, Lena & Kellermann, Kim Leonie, 2019. "The impact of election information shocks on populist party preferences: Evidence from Germany," CIW Discussion Papers 3/2019, University of Münster, Center for Interdisciplinary Economics (CIW).
  23. Carpenter, Christopher S. & Gonzales, Gilbert & McKay, Tara & Sansone, Dario, 2020. "Effects of the Affordable Care Act Dependent Coverage Mandate on Health Insurance Coverage for Individuals in Same-Sex Couples," IZA Discussion Papers 13119, Institute of Labor Economics (IZA).
  24. Tom Boot & Gianmaria Niccodemi & Tom Wansbeek, 2023. "Unbiased estimation of the OLS covariance matrix when the errors are clustered," Empirical Economics, Springer, vol. 64(6), pages 2511-2533, June.
  25. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2023. "Fast and reliable jackknife and bootstrap methods for cluster‐robust inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 671-694, August.
  26. Ngoc Dao, 2024. "Does a requirement to offer retirement plans help low‐income workers save for retirement? Early evidence from the OregonSaves program," Contemporary Economic Policy, Western Economic Association International, vol. 42(3), pages 524-543, July.
  27. Obergruber, Natalie & Zierow, Larissa, 2020. "Students’ behavioural responses to a fallback option - Evidence from introducing interim degrees in german schools," Economics of Education Review, Elsevier, vol. 75(C).
  28. Lee, Jonathan & Nguyen, Duc Duy & Nguyen, Huyen, 2024. "Regulating zombie mortgages," IWH Discussion Papers 16/2024, Halle Institute for Economic Research (IWH).
  29. Damian Clarke & Kathya Tapia-Schythe, 2021. "Implementing the panel event study," Stata Journal, StataCorp LP, vol. 21(4), pages 853-884, December.
  30. Friedman, Daniel & Zhao, Shuchen, 2021. "When are mixed equilibria relevant?," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 51-65.
  31. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2021. "Wild Bootstrap and Asymptotic Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(2), pages 505-519, March.
  32. Schwerter, Jakob & Netz, Nicolai & Hübner, Nicolas, 2024. "Does instructional time at school influence study time at university? Evidence from an instructional time reform," Economics of Education Review, Elsevier, vol. 100(C).
  33. 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.
  34. 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.
  35. LaVoice, Jessica & Vamossy, Domonkos F., 2024. "Racial disparities in debt collection," Journal of Banking & Finance, Elsevier, vol. 164(C).
  36. Hossain, Md Shahadath & Nikolov, Plamen, 2023. "Entitled to Property: How Breaking the Gender Barrier Improves Child Health in India," IZA Discussion Papers 16193, Institute of Labor Economics (IZA).
  37. Lepage, Louis-Pierre, 2020. "Are criminals strategic? Offender responses to drug sentencing cutoffs," Labour Economics, Elsevier, vol. 66(C).
  38. Jason Sandvik & Richard Saouma & Nathan Seegert & Christopher Stanton, 2021. "Employee Responses to Compensation Changes: Evidence from a Sales Firm," Management Science, INFORMS, vol. 67(12), pages 7687-7707, December.
  39. Walker, Brigham, 2023. "Price and saliency in health care: When can targeted nudges change behaviors?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 107(C).
  40. Dustan, Andrew & Ngo, Diana K.L., 2018. "Commuting to educational opportunity? School choice effects of mass transit expansion in Mexico City," Economics of Education Review, Elsevier, vol. 63(C), pages 116-133.
  41. Xiang, Di & Lawley, Chad, 2019. "The impact of British Columbia's carbon tax on residential natural gas consumption," Energy Economics, Elsevier, vol. 80(C), pages 206-218.
  42. Olivier Marie & Judit Vall Castelló, 2023. "Sick Leave Cuts and (Unhealthy) Returns to Work," Journal of Labor Economics, University of Chicago Press, vol. 41(4), pages 923-956.
  43. Philippos Louis & Matías Núñez & Dimitrios Xefteris, 2022. "The Virtuous Cycle of Agreement," The Economic Journal, Royal Economic Society, vol. 132(641), pages 326-360.
  44. MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023. "Testing for the appropriate level of clustering in linear regression models," Journal of Econometrics, Elsevier, vol. 235(2), pages 2027-2056.
  45. Gertler, Paul J & Gonzalez-Navarro, Marco & Gracner, Tadeja & Rothenberg, Alexander, 2023. "Road Maintenance and Local Economic Development," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt38m633q0, Department of Agricultural & Resource Economics, UC Berkeley.
  46. Goussé, Marion & Leturcq, Marion, 2022. "More or less unmarried. The impact of legal settings of cohabitation on labour market outcomes," European Economic Review, Elsevier, vol. 149(C).
  47. Gerling, Lena & Kellermann, Kim Leonie, 2022. "Contagious populists: The impact of election information shocks on populist party preferences in Germany," European Journal of Political Economy, Elsevier, vol. 72(C).
  48. Ahmed El Fatmaoui, 2024. "From high school to higher education: Is recreational marijuana a consumption amenity for US college students?," Economic Inquiry, Western Economic Association International, vol. 62(3), pages 1024-1045, July.
  49. Choy, James P., 2020. "Religious rules as a means of strengthening family ties: Theory and evidence from the Amish," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 729-748.
  50. James G. MacKinnon, 2019. "How cluster-robust inference is changing applied econometrics," Canadian Journal of Economics, Canadian Economics Association, vol. 52(3), pages 851-881, August.
  51. Andrea Ciaccio, 2024. "Distributional Difference-in-Differences Models with Multiple Time Periods: A Monte Carlo Analysis," Papers 2408.01208, arXiv.org.
  52. Jean-Charles Bricongne & Mathilde Dufouleur, 2024. "Impact of Insolvency Regimes on NPLs: Two Birds in the Bush is Worth One in the Hand," Working papers 953, Banque de France.
  53. Biewen, Martin & Schwerter, Jakob, 2019. "Does More Math in High School Increase the Share of Female STEM Workers? Evidence from a Curriculum Reform," IZA Discussion Papers 12236, Institute of Labor Economics (IZA).
  54. Kaestner, Robert & Ziedan, Engy, 2023. "Effects of prescription opioids on employment, earnings, marriage, disability and mortality: Evidence from state opioid control policies," Labour Economics, Elsevier, vol. 82(C).
  55. Nicolas Moreau & Alexis Parmentier & Mylène Lebon-Eyquem, 2024. "Is training helpful in boosting the self-confidence and professional integration of young people not in employment, education, or training? Results from a randomized," TEPP Working Paper 2024-01, TEPP.
  56. 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.
  57. Jan Stede & Nils May, 2020. "Way Off: The Effect of Minimum Distance Regulation on the Deployment of Wind Power," Discussion Papers of DIW Berlin 1867, DIW Berlin, German Institute for Economic Research.
  58. Arrieta Vidal, Johar & Florián Hoyle, David & López Vargas, Kristian & Morales Vásquez, Valeria, 2022. "Policies for transactional de-dollarization: A laboratory study," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 31-54.
  59. Prettyman, Alexa, 2024. "Underreporting child maltreatment during the pandemic: Evidence from Colorado," Children and Youth Services Review, Elsevier, vol. 156(C).
  60. Gerard, Andrew & Lopez, Maria Claudia & Mason, Nicole M. & Bizoza, Alfred R., 2022. "Do government zoning policies improve buyer-farmer relationships? Evidence from Rwanda’s coffee sector," Food Policy, Elsevier, vol. 107(C).
  61. Stefan Beierl & Marina Dodlova, 2022. "Public Works Programmes and Cooperation for the Common Good: Evidence from Malawi," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(3), pages 1264-1284, June.
  62. 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.
  63. Javier E. Portillo & Wisnu Sugiarto & Kevin Willardsen, 2024. "Drink…then drive away: The effects of lowering the blood alcohol concentration in Utah," Health Economics, John Wiley & Sons, Ltd., vol. 33(8), pages 1869-1894, August.
  64. 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.
  65. Wei, Yao & Anselmi, Laura & Munford, Luke & Sutton, Matt, 2023. "The impact of devolution on experienced health and well-being," Social Science & Medicine, Elsevier, vol. 333(C).
  66. Ban, Radu & Gilligan, Michael J. & Rieger, Matthias, 2020. "Self-help groups, savings and social capital: Evidence from a field experiment in Cambodia," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 174-200.
  67. Ozturk, Orgul D. & Frongillo, Edward A. & Blake, Christine E. & McInnes, Melayne M. & Turner-McGrievy, Gabrielle, 2020. "Before the lunch line: Effectiveness of behavioral economic interventions for pre-commitment on elementary school children's food choices," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 597-618.
  68. Stanton, Christopher T. & Sandvik, Jason & Saouma, Richard & Seegert, Nathan, 2018. "Analyzing the Aftermath of a Compensation Reduction," CEPR Discussion Papers 13242, C.E.P.R. Discussion Papers.
  69. Doremus, Jacqueline, 2019. "Unintended impacts from forest certification: Evidence from indigenous Aka households in Congo," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
  70. Hansen, Bruce E. & Lee, Seojeong, 2019. "Asymptotic theory for clustered samples," Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
  71. Gröger, André, 2021. "Easy come, easy go? Economic shocks, labor migration and the family left behind," Journal of International Economics, Elsevier, vol. 128(C).
  72. Bacon, Felix & Bello, Abdel-Hamid & Brown, Myriam & Morris, Todd & Renée, Laëtitia, 2023. "Successful Replication of "The Long-Run Effects of Sports Club Vouchers for Primary School Children (2022)"," I4R Discussion Paper Series 46, The Institute for Replication (I4R).
  73. Wang, Chao & Sweetman, Arthur, 2020. "Delisting eye examinations from public health insurance: Empirical evidence from Canada regarding impacts on patients and providers," Health Policy, Elsevier, vol. 124(5), pages 540-548.
  74. Kayaoglu, Aysegul, 2022. "Do refugees cause crime?," World Development, Elsevier, vol. 154(C).
  75. Kamyar Nasseh & John R. Bowblis, 2022. "The effect on dental care utilization from transitioning pediatric Medicaid beneficiaries to managed care," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1103-1128, June.
  76. Te Bao & Edward Halim & Charles N. Noussair & Yohanes E. Riyanto, 2021. "Managerial incentives and stock price dynamics: an experimental approach," Experimental Economics, Springer;Economic Science Association, vol. 24(2), pages 617-648, June.
  77. Matthew D. Webb, 2023. "Reworking wild bootstrap‐based inference for clustered errors," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(3), pages 839-858, August.
  78. Drazen, Allan & Dreber, Anna & Ozbay, Erkut Y. & Snowberg, Erik, 2021. "Journal-based replication of experiments: An application to “Being Chosen to Lead”," Journal of Public Economics, Elsevier, vol. 202(C).
  79. Bezu, Sosina & Binyaruka, Peter & Mæstad, Ottar & Somville, Vincent, 2021. "Pay-for-performance reduces bypassing of health facilities: Evidence from Tanzania," Social Science & Medicine, Elsevier, vol. 268(C).
  80. Michela Giorcelli & Nicola Lacetera & Astrid Marinoni, 2022. "How does scientific progress affect cultural changes? A digital text analysis," Journal of Economic Growth, Springer, vol. 27(3), pages 415-452, September.
  81. Djogbenou, Antoine A. & MacKinnon, James G. & Nielsen, Morten Ørregaard, 2019. "Asymptotic theory and wild bootstrap inference with clustered errors," Journal of Econometrics, Elsevier, vol. 212(2), pages 393-412.
  82. James G. MacKinnon & Matthew D. Webb, 2017. "Pitfalls When Estimating Treatment Effects Using Clustered Data," Working Paper 1387, Economics Department, Queen's University.
  83. Alexander Cardazzi & Brad Humphreys & Jane E. Ruseski & Brian P. Soebbing & Nicholas Watanabe, 2020. "Professional Sporting Events Increase Seasonal Influenza Mortality in US Cities," Working Papers 20-08, Department of Economics, West Virginia University.
  84. Igor Francetic & Günther Fink & Fabrizio Tediosi, 2021. "Impact of social accountability monitoring on health facility performance: Evidence from Tanzania," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 766-785, April.
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  86. Bello, Piera, 2023. "Gender-based price discrimination in the annuity market: Evidence from Chile," European Economic Review, Elsevier, vol. 151(C).
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