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Reworking wild bootstrap‐based inference for clustered errors

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Cited by:

  1. Isabella Giorgetti & Matteo Picchio, 2021. "One billion euro programme for early childcare services in Italy," Metroeconomica, Wiley Blackwell, vol. 72(3), pages 460-492, July.
  2. Lind, Jo Thori & Nyborg, Karine & Pauls, Anna, 2019. "Save the planet or close your eyes? Testing strategic ignorance in a charity context," Ecological Economics, Elsevier, vol. 161(C), pages 9-19.
  3. repec:diw:diwwpp:dp1371 is not listed on IDEAS
  4. Kai Gehring & Stephan A. Schneider, 2018. "Towards the Greater Good? EU Commissioners' Nationality and Budget Allocation in the European Union," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 214-239, February.
  5. Nicolas Moreau, 2018. "A SAS macro for estimation and inference in differences-in-differences applications with within cluster correlation and cluster-corrections for a few clusters," Working Papers hal-01691476, HAL.
  6. Laetitia Lebihan, 2023. "Minimum wages and health: evidence from European countries," International Journal of Health Economics and Management, Springer, vol. 23(1), pages 85-107, March.
  7. Matias D Cattaneo & Michael Jansson & Xinwei Ma, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 1095-1122.
  8. Tegawa, Mihoko & Uchida, Hirotsugu, 2015. "Do Management Systems Foster Social Capital? Empirical Evidence from Japanese Surf Clam Fisheries," MPRA Paper 64996, University Library of Munich, Germany.
  9. Cantoni, Enrico & Gazzè, Ludovica & Schafer, Jerome, 2021. "Turnout in concurrent elections: Evidence from two quasi-experiments in Italy," European Journal of Political Economy, Elsevier, vol. 70(C).
  10. El-Shagi, Makram & Schweinitz, Gregor von, 2018. "The joint dynamics of sovereign ratings and government bond yields," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 198-218.
  11. Francesconi, Marco & James, Jonathan, 2021. "None for the Road? Stricter Drink Driving Laws and Road Accidents," Journal of Health Economics, Elsevier, vol. 79(C).
  12. James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2024. "Cluster-Robust Jackknife and Bootstrap Inference for Binary Response Models," Working Paper 1515, Economics Department, Queen's University.
  13. Stefan Bauernschuster & Timo Hener & Helmut Rainer, 2017. "When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 1-37, February.
  14. Pantelis Kammas & Vassilis Sarantides, 2025. "“Votes for Women” on the edge of urbanization," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-35, March.
  15. MacKinnon, James G., 2023. "Fast cluster bootstrap methods for linear regression models," Econometrics and Statistics, Elsevier, vol. 26(C), pages 52-71.
  16. Doremus, Jacqueline, 2019. "Unintended impacts from forest certification: Evidence from indigenous Aka households in Congo," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
  17. Peñaloza-Pacheco, Leonardo, 2022. "Living with the neighbors: the effect of Venezuelan forced migration on the labor market in Colombia," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 56, pages 1-14.
  18. Jeremy Edwards & Sheilagh Ogilvie, 2022. "Did the Black Death cause economic development by ‘inventing’ fertility restriction? [Land use and management in the upland demesne of the De Lacy estate of Blackburnshire c. 1300]," Oxford Economic Papers, Oxford University Press, vol. 74(4), pages 1228-1246.
  19. Hollingsworth, Bruce & Ohinata, Asako & Picchio, Matteo & Walker, Ian, 2017. "Labour supply and informal care supply: The impacts of financial support for long-term elderly care," GLO Discussion Paper Series 118, Global Labor Organization (GLO).
  20. Huebener, Mathias & Pape, Astrid & Spiess, C. Katharina, 2020. "Parental labour supply responses to the abolition of day care fees," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 510-543.
  21. Hill, Andrew J. & LoPalo, Melissa, 2024. "The effects of online vs in-class testing in moderate-stakes college environments," Economics of Education Review, Elsevier, vol. 98(C).
  22. Congdon Fors, Heather & Houngbedji, Kenneth & Lindskog, Annika, 2019. "Land certification and schooling in rural Ethiopia," World Development, Elsevier, vol. 115(C), pages 190-208.
  23. Traviss Cassidy & Mark Dincecco & Ugo Antonio Troiano, 2024. "The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from US States," American Economic Journal: Economic Policy, American Economic Association, vol. 16(1), pages 359-393, February.
  24. Jeremy Edwards, 2021. "Can Institutional Transplants Work? A Reassessment of the Evidence from Nineteenth-Century Prussia," CESifo Working Paper Series 9333, CESifo.
  25. Brewer Mike & Crossley Thomas F. & Joyce Robert, 2018. "Inference with Difference-in-Differences Revisited," Journal of Econometric Methods, De Gruyter, vol. 7(1), pages 1-16, January.
  26. Paul, Annemarie, 2015. "After work shopping? Employment effects of a deregulation of shop opening hours in the German retail sector," European Economic Review, Elsevier, vol. 80(C), pages 329-353.
  27. Ernesto Dal Bó & Pedro Dal Bó & Erik Eyster, 2018. "The Demand for Bad Policy when Voters Underappreciate Equilibrium Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 964-998.
  28. Mattia Filomena & Matteo Picchio, 2023. "Retirement and health outcomes in a meta‐analytical framework," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1120-1155, September.
  29. Elizabeth Brainerd & Olga Malkova, 2023. "Maternity benefits and marital stability after birth: evidence from the Soviet Baltic republics," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2309-2345, October.
  30. James G. MacKinnon & Matthew D. Webb & Morten Ø. Nielsen, 2017. "Bootstrap And Asymptotic Inference With Multiway Clustering," Working Paper 1386, Economics Department, Queen's University.
  31. 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).
  32. Asako Ohinata & Matteo Picchio, 2020. "Financial support for long-term elderly care and household saving behaviour," Oxford Economic Papers, Oxford University Press, vol. 72(1), pages 247-268.
  33. Matthew D. Webb & Arthur Sweetman & Casey Warman, 2016. "Targeting Tax Relief at Youth Employment," Canadian Public Policy, University of Toronto Press, vol. 42(4), pages 415-430, December.
  34. 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.
  35. Åslund, Olof & Engdahl, Mattias, 2018. "The value of earning for learning: Performance bonuses in immigrant language training," Economics of Education Review, Elsevier, vol. 62(C), pages 192-204.
  36. Richard Bluhm & Maxim Pinkovskiy, 2021. "The spread of COVID-19 and the BCG vaccine: A natural experiment in reunified Germany," The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 353-376.
  37. 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.
  38. David Powell, 2016. "Synthetic Control Estimation Beyond Case Studies Does the Minimum Wage Reduce Employment?," Working Papers WR-1142, RAND Corporation.
  39. Prashant Bharadwaj & Leah K Lakdawala & Nicholas Li, 2020. "Perverse Consequences of Well Intentioned Regulation: Evidence from India’s Child Labor Ban," Journal of the European Economic Association, European Economic Association, vol. 18(3), pages 1158-1195.
  40. Laetitia Lebihan, 2023. "The impact of a mandatory universal drug insurance program on health behaviors and outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2006-2046, September.
  41. Picchio, Matteo & Santolini, Raffaella, 2022. "The COVID-19 pandemic’s effects on voter turnout," European Journal of Political Economy, Elsevier, vol. 73(C).
  42. 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.
  43. Yonas Alem & Martin G. Kocher & Simon Schürz & Fredrik Carlsson & Mikael Lindahl, 2023. "Distributional preferences in adolescent peer networks," Experimental Economics, Springer;Economic Science Association, vol. 26(1), pages 223-248, March.
  44. 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.
  45. repec:fgv:eesptd:411 is not listed on IDEAS
  46. 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.
  47. James G. MacKinnon & Matthew D. Webb, 2017. "Pitfalls When Estimating Treatment Effects Using Clustered Data," Working Paper 1387, Economics Department, Queen's University.
  48. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LLC, vol. 19(1), pages 4-60, March.
  49. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
  50. Morgan, Stephen N. & Mason, Nicole M. & Maredia, Mywish K., 2018. "Farmer Valuation of Improved Bean Seed Technologies: Real Auction Evidence from Tanzania," 2018 Annual Meeting, August 5-7, Washington, D.C. 274242, Agricultural and Applied Economics Association.
  51. Kengo Igei & Kana Takio & Keitaro Aoyagi & Yoshito Takasaki, 2021. "Vocational training for demobilized ex-combatants with disabilities in Rwanda," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 13(4), pages 360-384, October.
  52. Yang, Dianyi & Huang, Leike, 2024. "A Reproduction of "Do Female Officers Police Differently? Evidence from Traffic Stops" (American Journal of Political Science, 2021)," I4R Discussion Paper Series 127, The Institute for Replication (I4R).
  53. James G. MacKinnon & Matthew D. Webb, 2017. "Wild Bootstrap Inference for Wildly Different Cluster Sizes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 233-254, March.
  54. BenYishay, Ariel & Grosjean, Pauline & Vecci, Joe, 2017. "The fish is the friend of matriliny: Reef density and matrilineal inheritance," Journal of Development Economics, Elsevier, vol. 127(C), pages 234-249.
  55. Ivan A. Canay & Andres Santos & Azeem M. Shaikh, 2021. "The Wild Bootstrap with a “Small” Number of “Large” Clusters," The Review of Economics and Statistics, MIT Press, vol. 103(2), pages 346-363, May.
  56. Matthieu Chemin & Nagham Sayour, 2016. "The effects of a change in the point system on immigration: evidence from the 2001 Quebec reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(4), pages 1217-1247, October.
  57. Matteo Picchio, 2021. "Microchip bags and waste sorting," Working Papers 449, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  58. Michele Campolieti & Chris Riddell, 2020. "Does Mediation-Arbitration Reduce Arbitration Rates? Evidence from a Natural Experiment," ILR Review, Cornell University, ILR School, vol. 73(1), pages 211-235, January.
  59. Michelsen, Claus & El-Shagi, Makram & Rosenschon, Sebastian, 2016. "The diffusion of "green'' buildings in the housing market: empirics on the long run effects of energy efficiency regulation," VfS Annual Conference 2016 (Augsburg): Demographic Change 145534, Verein für Socialpolitik / German Economic Association.
  60. David Powell, 2017. "Inference with Correlated Clusters," Working Papers WR-1137-1, RAND Corporation.
  61. Bradley R. Weinberg, 2021. "‘til Dissolution Do Us Part: (Re)Assessing the First Contract and Trial Marriage Goals of First Contract Arbitration in Ontario," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 60(1), pages 119-144, January.
  62. O'Connor, Kelsey J., 2020. "The effect of immigration on natives’ well-being in the European Union," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 257-274.
  63. Bullinger, Lindsey Rose, 2019. "The Effect of Paid Family Leave on Infant and Parental Health in the United States," Journal of Health Economics, Elsevier, vol. 66(C), pages 101-116.
  64. Adrian Mehic, 2024. "Peer desirability and academic achievement," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(4), pages 525-542, June.
  65. Laura Connolly & Matt Hampton & Otto Lenhart, 2024. "Labor mobility and the Affordable Care Act: Heterogeneous impacts of the preexisting conditions provision," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(1), pages 157-191, January.
  66. 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.
  67. Drange, Nina & Telle, Kjetil, 2015. "Promoting integration of immigrants: Effects of free child care on child enrollment and parental employment," Labour Economics, Elsevier, vol. 34(C), pages 26-38.
  68. Hill, Andrew J., 2017. "The positive influence of female college students on their male peers," Labour Economics, Elsevier, vol. 44(C), pages 151-160.
  69. Otto Lenhart, 2021. "The effects of paid family leave on food insecurity—evidence from California," Review of Economics of the Household, Springer, vol. 19(3), pages 615-639, September.
  70. Matteo Picchio, 2023. "Microchipped bags and waste sorting," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 25(1), pages 1-30, January.
  71. 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.
  72. Hardardottir, Hjördis, 2016. "Long Term Stability of Time Preferences and the Role of the Macroeconomic Situation," Working Papers 2016:5, Lund University, Department of Economics, revised 29 Aug 2016.
  73. James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2024. "Cluster-robust jackknife and bootstrap inference for logistic regression models," Papers 2406.00650, arXiv.org, revised May 2025.
  74. Matt Hampton & Otto Lenhart, 2022. "Access to health care and mental health—Evidence from the ACA preexisting conditions provision," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 760-783, May.
  75. repec:hal:wpspec:tel-03767752 is not listed on IDEAS
  76. Ailin He & Laetitia Renee & Nagham Sayour, 2024. "The Impact of After-School Care on Maternal Income: Evidence from Canadian Administrative Data," Working Papers 24-04, Research Group on Human Capital, University of Quebec in Montreal's School of Management.
  77. Guerra, Alice & Zhuravleva, Tatyana, 2021. "Do bystanders react to bribery?," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 442-462.
  78. Aberra, Adam & Chemin, Matthieu, 2021. "Does legal representation increase investment? Evidence from a field experiment in Kenya," Journal of Development Economics, Elsevier, vol. 150(C).
  79. Marco Francesconi & Jonathan James, 2021. "Do Strict Drink Drive Limits Save Lives?," Department of Economics Working Papers 80/21, University of Bath, Department of Economics.
  80. Chor, Elise & Andresen, Martin Eckhoff & Kalil, Ariel, 2016. "The impact of universal prekindergarten on family behavior and child outcomes," Economics of Education Review, Elsevier, vol. 55(C), pages 168-181.
  81. Fraser Summerfield & Livio Di Matteo, 2024. "Influenza pandemics and macroeconomic fluctuations 1871–2016," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 18(2), pages 405-451, May.
  82. Ariel BenYishay & Pauline Grosjean & Joseph Vecci, 2015. "The Fish is the Friend of Matriliny: Reef Density Predicts Matrilineal Inheritance," Discussion Papers 2015-21, School of Economics, The University of New South Wales.
  83. 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.
  84. Preety Srivastava & Ou Yang & Xueyan Zhao, 2022. "Equal Tax for Equal Alcohol? Beverage Types and Antisocial and Unlawful Behaviours," The Economic Record, The Economic Society of Australia, vol. 98(323), pages 354-372, December.
  85. Mattia Filomena, 2024. "Unemployment Scarring Effects: An Overview and Meta-analysis of Empirical Studies," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(2), pages 459-518, July.
  86. Antinyan, Armenak & Bellio, Stefania & Bertoni, Marco & Corazzini, Luca & Narne, Elena, 2021. "Digital Access to Healthcare Services and Healthcare Utilization: A Quasi-Experiment," IZA Discussion Papers 14916, Institute of Labor Economics (IZA).
  87. Jie Ma & Kosali Simon, 2021. "Heterogeneous effects of health insurance on birth related outcomes: Unpacking compositional versus direct changes," Contemporary Economic Policy, Western Economic Association International, vol. 39(3), pages 626-640, July.
  88. Morgan, Stephen N. & Mason, Nicole M. & Maredia, Mywish K., 2020. "Lead-farmer extension and smallholder valuation of new agricultural technologies in Tanzania," Food Policy, Elsevier, vol. 97(C).
  89. Mohan, Sarah, 2020. "Risk aversion and certification: Evidence from the Nepali tea fields," World Development, Elsevier, vol. 129(C).
  90. Farzana Misha & Syeda Sitwat Shahed & Natascha Wagner & Arjun Bedi, 2022. "Building resilience in the chars of Bangladesh: An impact assessment," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(8), pages 1547-1569, November.
  91. Gehring, Kai & Langlotz, Sarah & Kienberger, Stefan, 2018. "Stimulant or depressant? Resource-related income shocks and conflict," Working Papers 0652, University of Heidelberg, Department of Economics.
  92. Samantha B. Rawlings, 2016. "Gender, Race, and Heterogeneous Effects of Epidemic Malaria on Human Capital and Income," Economic Development and Cultural Change, University of Chicago Press, vol. 64(3), pages 509-543.
  93. Ben Yahmed, Sarra, 2023. "Gender wage discrimination with employer prejudice and trade openness," World Development, Elsevier, vol. 170(C).
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