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Practical and Effective Approaches to Dealing With Clustered Data

Citations

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Cited by:

  1. Gary Charness & Ramón Cobo-Reyes & Erik Eyster & Gabriel Katz & Ángela Sánchez & Matthias Sutter, 2020. "Improving healthy eating in children: Experimental evidence," ECONtribute Discussion Papers Series 047, University of Bonn and University of Cologne, Germany.
  2. Miltiadis S. Chalikias & Georgios X. Papageorgiou & Dimitrios P. Zarogiannis, 2024. "Estimator Comparison for the Prediction of Election Results," Stats, MDPI, vol. 7(3), pages 1-14, July.
  3. 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.
  4. Cheung, Ron & Salmon, Timothy C. & Xie, Kuangli, 2022. "Homeowner associations and city cohesion," Regional Science and Urban Economics, Elsevier, vol. 93(C).
  5. Vilde Lunnan Djuve & Carl Henrik Knutsen, 2024. "Economic crisis and regime transitions from within," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(3), pages 446-461, May.
  6. Ibragimov, Rustam & Kim, Jihyun & Skrobotov, Anton, 2024. "New Robust Inference For Predictive Regressions," Econometric Theory, Cambridge University Press, vol. 40(6), pages 1364-1390, December.
  7. 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.
  8. 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.
  9. Fabio Antoniou & Manthos D. Delis & Steven Ongena & Chris Tsoumas, 2026. "Pollution Permits and Financing Costs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 58(3), pages 637-679, April.
  10. 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.
  11. Cassandra Handan-Nader & Daniel E. Ho & Becky Elias, 2020. "Feasible Policy Evaluation by Design: A Randomized Synthetic Stepped-Wedge Trial of Mandated Disclosure in King County," Evaluation Review, , vol. 44(1), pages 3-50, February.
  12. Chao Zhang & Peilin Wu & Weijun Lu, 2025. "Do social security contributions affect firms’ pollution discharges? Evidence from collection reforms in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(12), pages 31015-31042, December.
  13. 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.
  14. Charness, Gary & Cobo-Reyes, Ramón & Eyster, Erik & Katz, Gabriel & Sánchez, Ángela & Sutter, Matthias, 2023. "Improving children's food choices: Experimental evidence from the field," European Economic Review, Elsevier, vol. 159(C).
  15. Shin, Seonho, 2025. "The impact of a sudden asylum seeker influx on host attitudes: Quasi-experimental evidence from South Korea," World Development, Elsevier, vol. 192(C).
  16. Rafael González-Val & Miriam Marcén, 2024. "Divorce law reforms and house prices in Europe," European Journal of Law and Economics, Springer, vol. 58(3), pages 517-549, December.
  17. Gianluigi Giustiziero & Aseem Kaul & Brian Wu, 2019. "The Dynamics of Learning and Competition in Schumpeterian Environments," Organization Science, INFORMS, vol. 30(4), pages 668-693, July.
  18. Abdul Quddoos & Klaus Salhofer & Ulrich B. Morawetz, 2023. "Utilising farm‐level panel data to estimate climate change impacts and adaptation potentials," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 75-99, February.
  19. Backes-Gellner, Uschi & Herz, Holger & Kosfeld, Michael & Oswald, Yvonne, 2021. "Do preferences and biases predict life outcomes? Evidence from education and labor market entry decisions," European Economic Review, Elsevier, vol. 134(C).
  20. Walter Distaso & Rustam Ibragimov & Alexander Semenov & Anton Skrobotov, 2022. "COVID-19: Tail risk and predictive regressions," PLOS ONE, Public Library of Science, vol. 17(12), pages 1-13, December.
  21. repec:osf:socarx:pb7ug_v1 is not listed on IDEAS
  22. Morawetz, Ulrich B. & Klaiber, H. Allen, 2024. "Rent control and neighborhood income. Evidence from Vienna, Austria," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 145-158.
  23. Heyes, Anthony & Zhu, Mingying, 2019. "Air pollution as a cause of sleeplessness: Social media evidence from a panel of Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
  24. Grieco, Daniela & Bripi, Francesco, 2022. "Participation of charity beneficiaries," Journal of Economic Behavior & Organization, Elsevier, vol. 199(C), pages 1-17.
  25. Huang, Naqun & Ning, Guangjie & Rong, Zhao, 2022. "Destination homeownership and labor force participation: Evidence from rural-to-urban migrants in China," Journal of Housing Economics, Elsevier, vol. 55(C).
  26. Marina Nistotskaya & Michelle D'Arcy, 2021. "No taxation without property rights: Formalization of property rights on land and tax revenues from individuals in sub-Saharan Africa," WIDER Working Paper Series wp-2021-175, World Institute for Development Economic Research (UNU-WIDER).
  27. Rustam Ibragimov & Paul Kattuman & Anton Skrobotov, 2021. "Robust Inference on Income Inequality: $t$-Statistic Based Approaches," Papers 2105.05335, arXiv.org, revised Nov 2021.
  28. 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.
  29. Acuff, Christopher, 2022. "Beyond the City-County Divide: Examining Consolidation Referenda Since 2000," SocArXiv pb7ug, Center for Open Science.
  30. Li, Shenyu & Popkowsky Leszczyc, Peter T.L. & Qiu, Chun, 2023. "International retailer performance: Disentangling the interplay between rule of law and culture," Journal of Retailing, Elsevier, vol. 99(2), pages 193-209.
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