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Cluster-robust inference: A guide to empirical practice
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- MAKIOKA Ryo & ZHANG Hongyong, 2023. "The Impact of Export Controls on International Trade: Evidence from the Japan–Korea trade dispute in the semiconductor industry," Discussion papers 23017, Research Institute of Economy, Trade and Industry (RIETI).
- Yuheng Lin & Dooruj Rambaccussing & Yu Zhu, 2024. "The impact of international students in the UK on the cultural goods trade," French Stata Users' Group Meetings 2024 29, Stata Users Group.
- Doko Tchatoka, Firmin & Wang, Wenjie, 2021. "Size-corrected Bootstrap Test after Pretesting for Exogeneity with Heteroskedastic or Clustered Data," MPRA Paper 110899, University Library of Munich, Germany.
- Thomas Bolli & Guillaume Morlet, 2023. "Does human capital theory govern the relationship between training provision and the business cycle? Evidence from Switzerland," French Stata Users' Group Meetings 2023 26, Stata Users Group.
- Zeeshan Ahmed & Huan Qiu & Yiwei Zhao, 2024. "The Joint Forces of How to Live: Does Intellectual Capital Matter between Innovation and Financial Vulnerability?," JRFM, MDPI, vol. 17(2), pages 1-22, January.
- 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.
- Todd Morris & Benoit Dostie, 2023. "Graying and staying on the job: The welfare implications of employment protection for older workers," CIRANO Working Papers 2023s-20, CIRANO.
- Morries, Todd & Dostie, Benoît, 2023. "Graying and staying on the job: The welfare implications of employment protection for older workers," CLEF Working Paper Series 62, Canadian Labour Economics Forum (CLEF), University of Waterloo.
- Morris, Todd & Dostie, Benoit, 2023. "Graying and Staying on the Job: The Welfare Implications of Employment Protection for Older Workers," IZA Discussion Papers 16430, Institute of Labor Economics (IZA).
- Shahjahan, Md & La Mattina, Giulia & Ayyagari, Padmaja, 2022. "The Impact of Maternal Education on Child Immunization: Evidence from Bangladesh," IZA Discussion Papers 15553, Institute of Labor Economics (IZA).
- 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.
- James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2022. "Leverage, Influence, and the Jackknife in Clustered Regression Models: Reliable Inference Using summclust," Working Paper 1483, Economics Department, Queen's University.
- James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2022. "Leverage, Influence, and the Jackknife in Clustered Regression Models: Reliable Inference Using summclust," Papers 2205.03288, arXiv.org, revised Nov 2023.
- Yang, Dianyi, 2024. "Bail out the money printer? The impact of fiscal indemnity on central bank profitability," SocArXiv wz75m, Center for Open Science.
- Rik Chakraborti & Gavin Roberts, 2023. "How price-gouging regulation undermined COVID-19 mitigation: county-level evidence of unintended consequences," Public Choice, Springer, vol. 196(1), pages 51-83, July.
- Anastasia Litina & Luca J. Uberti & Skerdilajda Zanaj, 2023.
"Women Directors and Cost Efficiency,"
DEM Discussion Paper Series
23-18, Department of Economics at the University of Luxembourg.
- Anastasia Litina & Luca J. Uberti & Skerdilajda Zanaj, 2024. "Women directors and cost efficiency," Discussion Paper Series 2024_09, Department of Economics, University of Macedonia, revised Sep 2024.
- 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.
- 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.
- 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.
- James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2022. "Fast and Reliable Jackknife and Bootstrap Methods for Cluster-Robust Inference," Working Paper 1485, Economics Department, Queen's University.
- James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2023. "Fast and Reliable Jackknife and Bootstrap Methods for Cluster-Robust Inference," Papers 2301.04527, arXiv.org, revised Feb 2023.
- Wang, Wenjie & Zhang, Yichong, 2024. "Wild bootstrap inference for instrumental variables regressions with weak and few clusters," Journal of Econometrics, Elsevier, vol. 241(1).
- Alejandro Sanchez-Becerra, 2023. "Robust inference for the treatment effect variance in experiments using machine learning," Papers 2306.03363, arXiv.org.
- Wooldridge, Jeffrey M., 2023. "What is a standard error? (And how should we compute it?)," Journal of Econometrics, Elsevier, vol. 237(2).
- Nie, Song & Liu, Junxian & Zeng, Gang & You, Jiyuan, 2023. "Local government debt pressure and corporate ESG performance: Empirical evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
- Hoang, Thon T.C. & Nguyen, Dung T.K., 2023. "Women’s representation in parliament and tax mobilization," MPRA Paper 118367, University Library of Munich, Germany, revised 24 Aug 2023.
- Fabienne Helfer & Volker Grossmann & Aderonke Osikominu, 2023.
"How does immigration affect housing costs in Switzerland?,"
Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-31, December.
- Helfer, Fabienne & Grossmann, Volker & Osikominu, Aderonke, 2023. "How Does Immigration Affect Housing Costs in Switzerland?," IZA Discussion Papers 15958, Institute of Labor Economics (IZA).
- Helfer, Fabienne & Grossmann, Volker & Osikominu, Aderonke, 2023. "How Does Immigration Affect Housing Costs in Switzerland?," CEPR Discussion Papers 17966, C.E.P.R. Discussion Papers.
- Wang, Qinyun & Wang, Xuebin & Yan, Qianhui & Zhang, Lvqing, 2024. "Heavy industry regulations, hospitalization, and medical expenditures: Evidence from micro-level medical records in a northeast Chinese city," Energy Economics, Elsevier, vol. 129(C).
- Xin Fan & Shan Jin & Zeyu Chen, 2023. "Who Benefits from Domestic Market Integration?," Journal of Happiness Studies, Springer, vol. 24(6), pages 2083-2109, August.
- Johannes W. Ligtenberg, 2023. "Inference in IV models with clustered dependence, many instruments and weak identification," Papers 2306.08559, arXiv.org, revised Mar 2024.
- Laura Grigolon & Laura Lasio, 2023. "Biased Beliefs and Stigma as Barriers to Treatment and Innovation Adoption," CRC TR 224 Discussion Paper Series crctr224_2023_277v2, University of Bonn and University of Mannheim, Germany.
- 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.
- James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2022. "Testing for the appropriate level of clustering in linear regression models," Working Paper 1428, Economics Department, Queen's University.
- James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2023. "Testing for the appropriate level of clustering in linear regression models," Papers 2301.04522, arXiv.org, revised Mar 2023.
- Blattman, Christopher & Lessing, Benjamin & Tobon, Santiago & Duncan, Gustavo, 2021.
"Gang rule: Understanding and Countering Criminal Governance,"
SocArXiv
5nyqs, Center for Open Science.
- Christopher Blattman & Gustavo Duncan & Benjamin Lessing & Santiago Tobón, 2021. "Gang rule: Understanding and Countering Criminal Governance," NBER Working Papers 28458, National Bureau of Economic Research, Inc.
- Christopher F Baum & Andrés Garcia-Suaza & Miguel Henry & Jesús Otero, 2024. "Drivers of COVID-19 in U.S. counties: A wave-level analysis," Boston College Working Papers in Economics 1067, Boston College Department of Economics.
- 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).
- Marion Gousse & Marion Leturq, 2018. "More or less unmarried. The impact of legal settings of cohabitation on labour market outcomes," Cahiers de recherche 1808, Centre de recherche sur les risques, les enjeux économiques, et les politiques publiques.
- Marion Goussé & Marion Leturcq, 2018. "More or less unmarried. The impact of legal settings of cohabitation on labor market outcomes," Working Papers 2018-08, French Institute for Demographic Studies.
- Marion Leturcq & Marion Goussé, 2021. "More or Less Unmarried. The Impact of Legal Settings of Cohabitation on Labour Market Outcomes," Working Papers 14520, French Institute for Demographic Studies.
- Goussé, Marion & Leturcq, Marion, 2021. "More or Less Unmarried. The Impact of Legal Settings of Cohabitation on Labour Market Outcomes," IZA Discussion Papers 14520, Institute of Labor Economics (IZA).
- Deepankar Basu, 2023. "The Yule-Frisch-Waugh-Lovell Theorem for Linear Instrumental Variables Estimation," Papers 2307.12731, arXiv.org, revised Aug 2023.
- Trinks, Arjan & Hille, Erik, 2023.
"Carbon Costs and Industrial Firm Performance: Evidence from International Microdata,"
VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage"
277705, Verein für Socialpolitik / German Economic Association.
- Arjan Trinks & Erik Hille, 2023. "Carbon costs and industrial firm performance: Evidence from international microdata," CPB Discussion Paper 445, CPB Netherlands Bureau for Economic Policy Analysis.
- Dupuy, Jules & Barnay, Thomas & Defebvre, Eric, 2024.
"Clear as a bell? Policy stringency and elderly health during Covid-19,"
Social Science & Medicine, Elsevier, vol. 349(C).
- Jules Dupuy & Thomas Barnay & Éric Defebvre, 2024. "Clear as a Bell? Policy Stringency and Elderly Health during Covid-19," Post-Print hal-04549298, HAL.
- Jules Dupuy & Thomas Barnay & Éric Defebvre, 2024. "Clear as a Bell? Policy Stringency and Elderly Health during Covid-19," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-04549298, HAL.
- Wenjie Wang & Yichong Zhang, 2021. "Wild Bootstrap for Instrumental Variables Regressions with Weak and Few Clusters," Papers 2108.13707, arXiv.org, revised Jan 2024.
- Marlon R. Tracey & Chanita C. Holmes & Marvin G. Powell, 2024. "Parental limit-setting decisions and adolescent subject grades," Review of Economics of the Household, Springer, vol. 22(1), pages 143-171, March.
- Ing-Marie Gren & Geoffrey Kerr, 2022. "A Meta-Regression Analysis of Hunters’ Valuations of Recreational Hunting," Sustainability, MDPI, vol. 15(1), pages 1-15, December.
- Annalivia Polselli, 2023. "Influence Analysis with Panel Data," Papers 2312.05700, arXiv.org.
- Mijail Eduardo Ruiz-Alemán & Carolina Carbajal-De-Nova & Francisco Venegas-MartÃnez, 2023. "On the Nexus between Economic growth and Environmental Degradation in 28 Countries Classified by Income Level: A Panel Data with an Error-components Model," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 523-536, November.
- Andreas Hagemann, 2023. "Inference on quantile processes with a finite number of clusters," Papers 2301.04687, arXiv.org, revised Jun 2023.
- Li, Rui & Zhu, Zhikai & Wang, Xiaoyan, 2023. "Pension insurance contributions and ESG performance: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PD).
- 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.
- 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.
- Jonathan Roth & Pedro H. C. Sant'Anna & Alyssa Bilinski & John Poe, 2022. "What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature," Papers 2201.01194, arXiv.org, revised Jan 2023.
- Wang, Cheng & Han, Jing, 2023. "Prospect theory and mutual fund flows: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
- 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).
- Johannes W. Ligtenberg & Tiemen Woutersen, 2024. "Multidimensional clustering in judge designs," Papers 2406.09473, arXiv.org.
- Honjo, Yuji & Ono, Arito & Tsuruta, Daisuke, 2024.
"The effect of physical collateral and personal guarantees on business startups,"
Journal of Economics and Business, Elsevier, vol. 130(C).
- HONJO Yuji & ONO Arito & TSURUTA Daisuke, 2019. "The Effect of Physical Collateral and Personal Guarantees on Business Start-ups," Discussion papers 19087, Research Institute of Economy, Trade and Industry (RIETI).
- Ha, Sangeun & Ma, Fangyuan & Žaldokas, Alminas, 2024. "Motivating collusion," Journal of Financial Economics, Elsevier, vol. 154(C).
- 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.
- Matthew D. Webb, 2014. "Reworking Wild Bootstrap Based Inference For Clustered Errors," Working Paper 1315, Economics Department, Queen's University.
- Richard K. Crump & Nikolay Gospodinov & Ignacio Lopez Gaffney, 2024. "A Jackknife Variance Estimator for Panel Regressions," Staff Reports 1133, Federal Reserve Bank of New York.
- Yuya Sasaki & Yulong Wang, 2022. "Non-Robustness of the Cluster-Robust Inference: with a Proposal of a New Robust Method," Papers 2210.16991, arXiv.org, revised Dec 2022.
- Sander Lammers & Massimo Giuliodori & Robert Schmitz & Adam Elbourne, 2023. "Bank Funding, SME lending and Risk Taking," CPB Discussion Paper 447, CPB Netherlands Bureau for Economic Policy Analysis.
- Shr, Yau-Huo (Jimmy) & Yang, Feng-An & Chen, Yi-Syun, 2023. "The housing market impacts of bicycle-sharing systems," Regional Science and Urban Economics, Elsevier, vol. 98(C).
- Kamila Cygan-Rehm, 2022.
"Lifetime Consequences of Lost Instructional Time in the Classroom: Evidence from Shortened School Years,"
CESifo Working Paper Series
9892, CESifo.
- Cygan-Rehm, Kamila, 2023. "Lifetime consequences of lost instructional time in the classroom: Evidence from shortened school years," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277608, Verein für Socialpolitik / German Economic Association.
- Cygan-Rehm, Kamila, 2024. "Lifetime Consequences of Lost Instructional Time in the Classroom: Evidence from Shortened School Years," IZA Discussion Papers 17253, Institute of Labor Economics (IZA).
- Colin Cameron, 2022. "Recent developments in cluster–robust inference," Economics Virtual Symposium 2022 07, Stata Users Group.
- Fien van Solinge & Beau Soederhuizen, 2023. "European Insolvency Law and Firm Leverage," CPB Discussion Paper 448, CPB Netherlands Bureau for Economic Policy Analysis.
- Neha Deopa & Daniele Rinaldo, 2023. "Sacred Ecology: The Environmental Impact of African Traditional Religions," Papers 2401.13673, arXiv.org.
- Lahiri, Kajal & Yin, Yimeng, 2024. "Seasonality in U.S. disability applications, labor market, and the pandemic echoes," Labour Economics, Elsevier, vol. 87(C).
- Popescu, Ioana-Stefania & Gibon, Thomas & Hitaj, Claudia & Rubin, Mirco & Benetto, Enrico, 2023. "Are SRI funds financing carbon emissions? An input-output life cycle assessment of investment funds," Ecological Economics, Elsevier, vol. 212(C).
- Clark, Robert & Fabiilli, Christopher & Lasio, Laura, 2022.
"Collusion in the US generic drug industry,"
International Journal of Industrial Organization, Elsevier, vol. 85(C).
- Robert Clark & Christopher Anthony Fabiilli & Laura Lasio, 2021. "Collusion in the US Generic Drug Industry," Working Paper 1474, Economics Department, Queen's University.
- Pedro Pita Barros, 2022. "Quality decreases from introducing patient choice in a National Health Service," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 351-381, September.
- Jean-Baptiste Bonnier, 2024. "A Split-Treatment Design," Working Papers 2024-11, CRESE.
- Jean-Victor Alipour & Valentin Lindlacher, 2022. "No Surprises, Please: Voting Costs and Electoral Turnout," CESifo Working Paper Series 9759, CESifo.
- RoyChoudhury, Agnitra & Petrova, Kameliia, 2023. "Impact of New York state nurse practitioners modernization act on quality of care," Economics Letters, Elsevier, vol. 230(C).
- Dao, Chi Danh & Fenig, Guidon & Sator, Georg & Yoon, Jin Young, 2024. "Assessing Robustness to Varying Clustering Methods and Samples in Ambuehl, Bernheim, and Lusardi (2022): Replication and Sensitivity Analysis," I4R Discussion Paper Series 110, The Institute for Replication (I4R).