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Asymptotic properties of a robust variance matrix estimator for panel data when T is large

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Cited by:

  1. Berg, Nathan & Gabel, Todd, 2010. "New Reform Strategies and Welfare Participation in Canada," MPRA Paper 26591, University Library of Munich, Germany.
  2. Elif Guneren Genc & Ozlem Deniz Basar, 2017. "The Impact of OECD Countries¡¯ Macroeconomic Factors on Turkey¡¯s Foreign Trade," Research in World Economy, Research in World Economy, Sciedu Press, vol. 8(1), pages 24-36, June.
  3. Breinlich, Holger & Corradi, Valentina & Rocha, Nadia & Ruta, Michele & Silva, J.M.C. Santos & Zylkin, Tom, 2021. "Machine learning in international trade research - evaluating the impact of trade agreements," LSE Research Online Documents on Economics 114379, London School of Economics and Political Science, LSE Library.
  4. Christian Almer & Ralph Winkler, 2012. "The Effect of Kyoto Emission Targets on Domestic CO2 Emissions: A Synthetic Control Approach," Diskussionsschriften dp1202, Universitaet Bern, Departement Volkswirtschaft.
  5. Christopher L. Foote, 2007. "Space and time in macroeconomic panel data: young workers and state-level unemployment revisited," Working Papers 07-10, Federal Reserve Bank of Boston.
  6. Timothy Conley & Silvia Gonçalves & Christian Hansen, 2018. "Inference with Dependent Data in Accounting and Finance Applications," Journal of Accounting Research, Wiley Blackwell, vol. 56(4), pages 1139-1203, September.
  7. Weidner, Martin & Zylkin, Thomas, 2021. "Bias and consistency in three-way gravity models," Journal of International Economics, Elsevier, vol. 132(C).
  8. Nikolov, Plamen & Adelman, Alan, 2019. "Do private household transfers to the elderly respond to public pension benefits? Evidence from rural China," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).
  9. Ildefonso Mendez & Gema Zamarro, 2018. "The intergenerational transmission of noncognitive skills and their effect on education and employment outcomes," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(2), pages 521-560, April.
  10. Gonçalves, Sílvia & Kaffo, Maximilien, 2015. "Bootstrap inference for linear dynamic panel data models with individual fixed effects," Journal of Econometrics, Elsevier, vol. 186(2), pages 407-426.
  11. Serhan Cevik & Fedor Miryugin, 2023. "Rogue Waves: Climate Change and Firm Performance," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 29-59, March.
  12. Kim, Min Seong & Sun, Yixiao, 2013. "Heteroskedasticity and spatiotemporal dependence robust inference for linear panel models with fixed effects," Journal of Econometrics, Elsevier, vol. 177(1), pages 85-108.
  13. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
  14. Richard Baldwin & James Harrigan, 2011. "Zeros, Quality, and Space: Trade Theory and Trade Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 60-88, May.
  15. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
  16. Peter Z. Schochet, 2018. "Design-Based Estimators for Average Treatment Effects for Multi-Armed RCTs," Journal of Educational and Behavioral Statistics, , vol. 43(5), pages 568-593, October.
  17. Fernandes, Marcelo & Vieira Filho, Jose Gil, 2020. "The efficiency of risk sharing between UK and US: Robust estimation and calibration under market incompleteness," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 39(2), March.
  18. Rok Spruk & Mitja Kovac, 2018. "Inefficient Growth," Review of Economics and Institutions, Università di Perugia, vol. 9(2).
  19. Laurent Bergé, 2018. "Efficient estimation of maximum likelihood models with multiple fixed-effects: the R package FENmlm," DEM Discussion Paper Series 18-13, Department of Economics at the University of Luxembourg.
  20. 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.
  21. Sun, Yu & Yan, Karen X., 2019. "Inference on Difference-in-Differences average treatment effects: A fixed-b approach," Journal of Econometrics, Elsevier, vol. 211(2), pages 560-588.
  22. Cassandra M. Guarino & Michelle Maxfield & Mark D. Reckase & Paul N. Thompson & Jeffrey M. Wooldridge, 2015. "An Evaluation of Empirical Bayes’s Estimation of Value-Added Teacher Performance Measures," Journal of Educational and Behavioral Statistics, , vol. 40(2), pages 190-222, April.
  23. 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.
  24. Mayer, Alexander, 2022. "On the local power of some tests of strict exogeneity in linear fixed effects models," Econometrics and Statistics, Elsevier, vol. 24(C), pages 49-74.
  25. Hansen, Christian & Liao, Yuan, 2019. "The Factor-Lasso And K-Step Bootstrap Approach For Inference In High-Dimensional Economic Applications," Econometric Theory, Cambridge University Press, vol. 35(3), pages 465-509, June.
  26. Halse, Askill H., 2016. "More for everyone: The effect of local interests on spending on infrastructure," European Journal of Political Economy, Elsevier, vol. 43(C), pages 41-56.
  27. Juodis, Artūras & Sarafidis, Vasilis, 2022. "An incidental parameters free inference approach for panels with common shocks," Journal of Econometrics, Elsevier, vol. 229(1), pages 19-54.
  28. Alexandre Belloni & Victor Chernozhukov & Christian Hansen & Damian Kozbur, 2016. "Inference in High-Dimensional Panel Models With an Application to Gun Control," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(4), pages 590-605, October.
  29. Max Cytrynbaum, 2020. "Blocked Clusterwise Regression," Papers 2001.11130, arXiv.org.
  30. 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.
  31. Milda Norkuté & Vasilis Sarafidis & Takashi Yamagata, 2018. "Instrumental Variable Estimation of Dynamic Linear Panel Data Models with Defactored Regressors and a Multifactor Error Structure," ISER Discussion Paper 1019, Institute of Social and Economic Research, Osaka University.
  32. Sarafidis, Vasilis & Yamagata, Takashi, 2010. "Instrumental Variable Estimation of Dynamic Linear Panel Data Models with Defactored Regressors under Cross-sectional Dependence," MPRA Paper 25182, University Library of Munich, Germany.
  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. Belman, Dale. & Wolfson, Paul J., 2016. "What does the minimum wage do in developing countries? : A review of studies and methodologies," ILO Working Papers 994893283402676, International Labour Organization.
  35. Gong, Di & Jiang, Tao & Li, Zhao & Wu, Weixing, 2022. "Optimal loan contracting under policy uncertainty: Theory and international evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
  36. Caponi Vincenzo & Kayahan Burc & Plesca Miana, 2010. "The Impact of Aggregate and Sectoral Fluctuations on Training Decisions," The B.E. Journal of Macroeconomics, De Gruyter, vol. 10(1), pages 1-37, October.
  37. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
  38. Mr. Serhan Cevik & João Tovar Jalles, 2020. "This Changes Everything: Climate Shocks and Sovereign Bonds," IMF Working Papers 2020/079, International Monetary Fund.
  39. Dutta, Anupam & Knif, Johan & Kolari, James W. & Pynnonen, Seppo, 2018. "A robust and powerful test of abnormal stock returns in long-horizon event studies," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 1-24.
  40. Olatunji Abdul Shobande, 2021. "Decomposing the Persistent and Transitory Effect of Information and Communication Technology on Environmental Impacts Assessment in Africa: Evidence from Mundlak Specification," Sustainability, MDPI, vol. 13(9), pages 1-12, April.
  41. Rho, Seunghwa & Vogelsang, Timothy J., 2021. "Inference in time series models using smoothed-clustered standard errors," Journal of Econometrics, Elsevier, vol. 224(1), pages 113-133.
  42. Vikström, Johan, 2009. "Cluster sample inference using sensitivity analysis: the case with few groups," Working Paper Series 2009:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  43. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  44. Frank Davenport, 2017. "Estimating standard errors in spatial panel models with time varying spatial correlation," Papers in Regional Science, Wiley Blackwell, vol. 96, pages 155-177, March.
  45. Jushan Bai & Sung Hoon Choi & Yuan Liao, 2019. "Standard Errors for Panel Data Models with Unknown Clusters," Papers 1910.07406, arXiv.org, revised May 2020.
  46. Colin F. Camerer & Gideon Nave & Alec Smith, 2019. "Dynamic Unstructured Bargaining with Private Information: Theory, Experiment, and Outcome Prediction via Machine Learning," Management Science, INFORMS, vol. 65(4), pages 1867-1890, April.
  47. Vogelsang, Timothy J., 2012. "Heteroskedasticity, autocorrelation, and spatial correlation robust inference in linear panel models with fixed-effects," Journal of Econometrics, Elsevier, vol. 166(2), pages 303-319.
  48. Simon Sturn, 2014. "Macroeconomic policy in recessions and unemployment hysteresis," Applied Economics Letters, Taylor & Francis Journals, vol. 21(13), pages 914-917, September.
  49. Girma, Sourafel & Paton, David, 2011. "The impact of emergency birth control on teen pregnancy and STIs," Journal of Health Economics, Elsevier, vol. 30(2), pages 373-380, March.
  50. Fernandes, Marcelo & Vieira Filho, Jose Gil, 2019. "The efficiency of risk sharing between UK and US: Robust estimation and calibration under market incompleteness," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 39(2).
  51. A. Colin Cameron & Douglas L. Miller, 2010. "Robust Inference with Clustered Data," Working Papers 107, University of California, Davis, Department of Economics.
  52. Robert F. Phillips, 2022. "Forward Orthogonal Deviations GMM and the Absence of Large Sample Bias," Papers 2212.14075, arXiv.org.
  53. Mikosch, Heiner & Sturm, Jan-Egbert, 2012. "Has the EMU reduced wage growth and unemployment? Testing a model of trade union behavior," European Journal of Political Economy, Elsevier, vol. 28(1), pages 27-37.
  54. David Powell, 2017. "Inference with Correlated Clusters," Working Papers WR-1137-1, RAND Corporation.
  55. Ildefonso Mendez & Isabel Cutillas, 2014. "Has immigration affected Spanish presidential elections results?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(1), pages 135-171, January.
  56. Simon Wiederhold, 2012. "The Role of Public Procurement in Innovation: Theory and Empirical Evidence," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 43.
  57. Hutzschenreuter, Thomas & Horstkotte, Julian, 2013. "Managerial services and complexity in a firm’s expansion process: An empirical study of the impact on the growth of the firm," European Management Journal, Elsevier, vol. 31(2), pages 137-151.
  58. Nikolov Plamen & Adelman Alan, 2018. "Short-Run Health Consequences of Retirement and Pension Benefits: Evidence from China," Forum for Health Economics & Policy, De Gruyter, vol. 21(2), pages 1-27, December.
  59. Christopher F. Parmeter & Jaren C. Pope, 2013. "Quasi-experiments and hedonic property value methods," Chapters, in: John A. List & Michael K. Price (ed.), Handbook on Experimental Economics and the Environment, chapter 1, pages 3-66, Edward Elgar Publishing.
  60. Simon Hartmann & Rok Spruk, 2023. "The impact of unilateral BIT terminations on FDI: Quasi-experimental evidence from India," The Review of International Organizations, Springer, vol. 18(2), pages 259-296, April.
  61. Bluhm, Benjamin & Cutura, Jannic, 2020. "Econometrics at scale: Spark up big data in economics," SAFE Working Paper Series 266, Leibniz Institute for Financial Research SAFE.
  62. Takahiro Yabe & Yunchang Zhang & Satish Ukkusuri, 2020. "Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach," Papers 2004.11121, arXiv.org.
  63. Packalen, Mikko & Wirjanto, Tony S., 2012. "Inference about clustering and parametric assumptions in covariance matrix estimation," Computational Statistics & Data Analysis, Elsevier, vol. 56(1), pages 1-14, January.
  64. Jungbin Hwang, 2017. "Simple and Trustworthy Cluster-Robust GMM Inference," Working papers 2017-19, University of Connecticut, Department of Economics, revised Aug 2020.
  65. Daniel E. Ho & Zoe C. Ashwood & Cassandra Handan-Nader, 2019. "New Evidence on Information Disclosure through Restaurant Hygiene Grading," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 404-428, November.
  66. Rok Spruk, 2019. "The rise and fall of Argentina," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-40, December.
  67. Fraser Summerfield & Ioannis Theodossiou, 2017. "The Effects Of Macroeconomic Conditions At Graduation On Overeducation," Economic Inquiry, Western Economic Association International, vol. 55(3), pages 1370-1387, July.
  68. Yike Wang & Chris Gu & Taisuke Otsu, 2024. "Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity," Papers 2401.16275, arXiv.org.
  69. Hwang, Jungbin, 2021. "Simple and trustworthy cluster-robust GMM inference," Journal of Econometrics, Elsevier, vol. 222(2), pages 993-1023.
  70. Korkeamäki, Ossi, 2011. "The Finnish payroll tax cut experiment revisited," Working Papers 22, VATT Institute for Economic Research.
  71. Jones, Derek C. & Kalmi, Panu & Kauhanen, Antti, 2011. "Firm and employee effects of an enterprise information system: Micro-econometric evidence," International Journal of Production Economics, Elsevier, vol. 130(2), pages 159-168, April.
  72. James Harrigan & Haiyan Deng, 2010. "China's Local Comparative Advantage," NBER Chapters, in: China's Growing Role in World Trade, pages 109-133, National Bureau of Economic Research, Inc.
  73. J.J.M. Van Spronsen & R.M.W.J. Beetsma, 2022. "Unconventional Monetary Policy and Auction Cycles of Eurozone Sovereign Debt," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(1), pages 169-202, February.
  74. Rok Spruk & Mitja Kovac, 2019. "Transaction costs and economic growth under common legal system: State‐level evidence from Mexico," Economics and Politics, Wiley Blackwell, vol. 31(2), pages 240-292, July.
  75. Liu, Cheng & Sun, Yixiao, 2019. "A simple and trustworthy asymptotic t test in difference-in-differences regressions," Journal of Econometrics, Elsevier, vol. 210(2), pages 327-362.
  76. Waldkirch Andreas & Tekin-Koru Ayça, 2010. "North American Integration and Canadian Foreign Direct Investment," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-40, August.
  77. Kazuhiko Hayakawa & Shuichi Nagata & Takashi Yamagata, 2018. "A robust approach to heteroskedasticity, error serial correlation and slope heterogeneity for large linear panel data models with interactive effects," ISER Discussion Paper 1037, Institute of Social and Economic Research, Osaka University.
  78. Kaicheng Chen & Timothy J. Vogelsang, 2023. "Fixed-b Asymptotics for Panel Models with Two-Way Clustering," Papers 2309.08707, arXiv.org, revised Oct 2023.
  79. Chen, Hongrui, 2023. "Energy innovations, natural resource abundance, urbanization, and environmental sustainability in the post-covid era. Does environmental regulation matter?," Resources Policy, Elsevier, vol. 85(PB).
  80. Han, Chirok & Phillips, Peter C. B. & Sul, Donggyu, 2014. "X-Differencing And Dynamic Panel Model Estimation," Econometric Theory, Cambridge University Press, vol. 30(1), pages 201-251, February.
  81. Volpe Martincus, Christian & Blyde, Juan, 2013. "Shaky roads and trembling exports: Assessing the trade effects of domestic infrastructure using a natural experiment," Journal of International Economics, Elsevier, vol. 90(1), pages 148-161.
  82. Annalivia Polselli, 2023. "Robust Inference in Panel Data Models: Some Effects of Heteroskedasticity and Leveraged Data in Small Samples," Papers 2312.17676, arXiv.org.
  83. Brittany Tarufelli & Ben Gilbert, 2019. "Leakage in Regional Climate Policy? Implications of Electricity Market Design," Working Papers 2019-07, Colorado School of Mines, Division of Economics and Business, revised Dec 2021.
  84. Álvarez, Inmaculada C. & Barbero, Javier & Zofío, José L., 2017. "A Panel Data Toolbox for MATLAB," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 76(i06).
  85. Viktor Slavtchev & Simon Wiederhold, 2011. "The Impact of Government Procurement Composition on Private R&D Activities," Jena Economics Research Papers 2011-036, Friedrich-Schiller-University Jena.
  86. Guowei Cui & Kazuhiko Hayakawa & Shuichi Nagata & Takashi Yamagata, 2018. "A robust approach to heteroskedasticity, error serial correlation and slope heterogeneity for large linear panel data models with interactive effects," ISER Discussion Paper 1037r, Institute of Social and Economic Research, Osaka University, revised Jun 2019.
  87. Markus Pelger & Ruoxuan Xiong, 2022. "State-Varying Factor Models of Large Dimensions," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1315-1333, June.
  88. Guowei Cui & Vasilis Sarafidis & Takashi Yamagata, 2023. "IV estimation of spatial dynamic panels with interactive effects: large sample theory and an application on bank attitude towards risk," The Econometrics Journal, Royal Economic Society, vol. 26(2), pages 124-146.
  89. KOGURE, Katsuo & 小暮, 克夫, 2017. "Some Remarks on the Causal Inference for Historical Persistence," Discussion paper series HIAS-E-44, Hitotsubashi Institute for Advanced Study, Hitotsubashi University.
  90. Andrea Pronti & Julio Berbel, 2020. "Analysis of the impact of a volumetric tariff for irrigation in Northern Italy through the “Inverse DiD†approach," SEEDS Working Papers 1320, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jul 2020.
  91. Robertson, Donald & Sarafidis, Vasilis, 2015. "IV estimation of panels with factor residuals," Journal of Econometrics, Elsevier, vol. 185(2), pages 526-541.
  92. Laurent Davezies & Xavier D'Haultfoeuille & Yannick Guyonvarch, 2018. "Asymptotic results under multiway clustering," Papers 1807.07925, arXiv.org, revised Aug 2018.
  93. Pakel, Cavit, 2019. "Bias reduction in nonlinear and dynamic panels in the presence of cross-section dependence," Journal of Econometrics, Elsevier, vol. 213(2), pages 459-492.
  94. Bester, C. Alan & Conley, Timothy G. & Hansen, Christian B., 2011. "Inference with dependent data using cluster covariance estimators," Journal of Econometrics, Elsevier, vol. 165(2), pages 137-151.
  95. Lin, Liguo, 2013. "The impacts of "Land of Love, Water Cellar for Mothers" in China," PEP Working Papers 164277, Partnership for Economic Policy (PEP).
  96. Kota Ogasawara, 2021. "Technology, Institution, and Regional Growth: Evidence from Mineral Mining Industry in Industrializing Japan," Papers 2112.14514, arXiv.org, revised Mar 2024.
  97. Jonah B. Gelbach & Doug Miller, 2009. "Robust Inference with Multi-way Clustering," Working Papers 226, University of California, Davis, Department of Economics.
  98. Breitung, Jörg & Salish, Nazarii, 2021. "Estimation of heterogeneous panels with systematic slope variations," Journal of Econometrics, Elsevier, vol. 220(2), pages 399-415.
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  125. Nathan Berg & Todd Gabel, 2015. "Did Canadian welfare reform work? The effects of new reform strategies on social assistance participation," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(2), pages 494-528, May.
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  129. Miroslav Verbič & Rok Spruk, 2019. "Political economy of pension reforms: an empirical investigation," European Journal of Law and Economics, Springer, vol. 47(2), pages 171-232, April.
  130. Jeremy G. Weber & Erin O. Sills & Simone Bauch & Subhrendu K. Pattanayak, 2011. "Do ICDPs Work? An Empirical Evaluation of Forest-Based Microenterprises in the Brazilian Amazon," Land Economics, University of Wisconsin Press, vol. 87(4), pages 661-681.
  131. Liguo Lin, 2013. "The Impacts of "Land of Love, Water Cellar for Mothers" in Western China," Working Papers PIERI 2013-16, PEP-PIERI.
  132. Andrew J. Patton & Brian M. Weller, 2023. "Testing for Unobserved Heterogeneity via k-means Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 41(3), pages 737-751, July.
  133. Yujin Jeong & Jordan I. Siegel, 2018. "Threat of falling high status and corporate bribery: Evidence from the revealed accounting records of two South Korean presidents," Strategic Management Journal, Wiley Blackwell, vol. 39(4), pages 1083-1111, April.
  134. Malone, Trey & Melstrom, Richard T., 2020. "Where’s the beef? Cattle producers’ response to endangered species listings," Food Policy, Elsevier, vol. 91(C).
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  136. Moscone, F. & Tosetti, Elisa, 2015. "Robust estimation under error cross section dependence," Economics Letters, Elsevier, vol. 133(C), pages 100-104.
  137. Stéphane Bonhomme & Elena Manresa, 2015. "Grouped Patterns of Heterogeneity in Panel Data," Econometrica, Econometric Society, vol. 83(3), pages 1147-1184, May.
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