Spatial Correlation Robust Inference
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- Yixiao Sun, 2013. "A heteroskedasticity and autocorrelation robust F test using an orthonormal series variance estimator," Econometrics Journal, Royal Economic Society, vol. 16(1), pages 1-26, February.
- Ulrich K. Müller & Andriy Norets, 2016. "Credibility of Confidence Sets in Nonstandard Econometric Problems," Econometrica, Econometric Society, vol. 84, pages 2183-2213, November.
- Kiefer, Nicholas M. & Vogelsang, Timothy J., 2005.
"A New Asymptotic Theory For Heteroskedasticity-Autocorrelation Robust Tests,"
Econometric Theory, Cambridge University Press, vol. 21(6), pages 1130-1164, December.
- Kiefer, Nicholas M. & Vogelsang, Timothy J., 2005. "A New Asymptotic Theory for Heteroskedasticity-Autocorrelation Robust Tests," Working Papers 05-08, Cornell University, Center for Analytic Economics.
- J Vernon Henderson & Tim Squires & Adam Storeygard & David Weil, 2018.
"The Global Distribution of Economic Activity: Nature, History, and the Role of Trade1,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 357-406.
- Henderson, J. Vernon & Squires, Tim & Storeygard, Adam & Weil, David, 2016. "The global spatial distribution of economic activity:nature, history and the role of trade," LSE Research Online Documents on Economics 66538, London School of Economics and Political Science, LSE Library.
- Henderson, Vernon & Squires, Tim & Storeygard, Adam & Weil, David, 2018. "The global distribution of economic activity: nature, history, and the role of trade," LSE Research Online Documents on Economics 79709, London School of Economics and Political Science, LSE Library.
- Vernon Henderson & Tim Squires & Adam Storeygard & David Weil, 2016. "The Global Spatial Distribution of Economic Activity: Nature, History, and the Role of Trade," Discussion Papers Series, Department of Economics, Tufts University 0816, Department of Economics, Tufts University.
- J. Vernon Henderson & Tim Squires & Adam Storeygard & David Weil, 2016. "The Global Spatial Distribution of Economic Activity: Nature, History and the Role of Trade," SERC Discussion Papers 0198, Centre for Economic Performance, LSE.
- J. Vernon Henderson & Tim L. Squires & Adam Storeygard & David N. Weil, 2016. "The Global Spatial Distribution of Economic Activity: Nature, History, and the Role of Trade," NBER Working Papers 22145, National Bureau of Economic Research, Inc.
- Conley, Timothy G. & Molinari, Francesca, 2007.
"Spatial correlation robust inference with errors in location or distance,"
Journal of Econometrics, Elsevier, vol. 140(1), pages 76-96, September.
- Timothy Conley & Francesca Molinari, 2005. "Spatial correlation robust inference with Errors in Location or Distance," CeMMAP working papers CWP10/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Conley, Timothy G. & Molinari, Francesca, 2005. "Spatial Correlation Robust Inference with Errors in Location or Distance," Working Papers 05-12, Cornell University, Center for Analytic Economics.
- Kelejian, Harry H. & Prucha, Ingmar R., 2007. "HAC estimation in a spatial framework," Journal of Econometrics, Elsevier, vol. 140(1), pages 131-154, September.
- Nicholas M. Kiefer & Timothy J. Vogelsang & Helle Bunzel, 2000.
"Simple Robust Testing of Regression Hypotheses,"
Econometrica, Econometric Society, vol. 68(3), pages 695-714, May.
- Kiefer, Nicholas M. & Bunzel, Helle & Vogelsang, Timothy & Vogelsang, Timothy & Bunzel, Helle, 2000. "Simple Robust Testing of Regression Hypotheses," Staff General Research Papers Archive 1832, Iowa State University, Department of Economics.
- Andrews, Donald W K, 1991.
"Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation,"
Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
- Donald W.K. Andrews, 1988. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Cowles Foundation Discussion Papers 877, Cowles Foundation for Research in Economics, Yale University.
- Donald W.K. Andrews, 1988. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Cowles Foundation Discussion Papers 877R, Cowles Foundation for Research in Economics, Yale University, revised Jul 1989.
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Ulrich K. Müller & Mark W. Watson, 2016.
"Measuring Uncertainty about Long-Run Predictions,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1711-1740.
- Ulrich Mueller & Mark W. Watson, 2013. "Measuring Uncertainty about Long-Run Prediction," NBER Working Papers 18870, National Bureau of Economic Research, Inc.
- 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.
- Bester, C. Alan & Conley, Timothy G. & Hansen, Christian B. & Vogelsang, Timothy J., 2016. "FIXED-b ASYMPTOTICS FOR SPATIALLY DEPENDENT ROBUST NONPARAMETRIC COVARIANCE MATRIX ESTIMATORS," Econometric Theory, Cambridge University Press, vol. 32(1), pages 154-186, February.
- Robinson, P. M., 2005. "Robust covariance matrix estimation : 'HAC' estimates with long memory/antipersistence correction," LSE Research Online Documents on Economics 323, London School of Economics and Political Science, LSE Library.
- Kelly, Morgan, 2019. "The Standard Errors of Persistence," CEPR Discussion Papers 13783, C.E.P.R. Discussion Papers.
- Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
- Morgan Kelly, 2019. "The Standard Errors of Persistence," Working Papers 201913, School of Economics, University College Dublin.
- Lahiri, S.N. & Robinson, Peter M., 2016. "Central limit theorems for long range dependent spatial linear processes," LSE Research Online Documents on Economics 65331, London School of Economics and Political Science, LSE Library.
- Robinson, P.M., 2005. "Robust Covariance Matrix Estimation: Hac Estimates With Long Memory/Antipersistence Correction," Econometric Theory, Cambridge University Press, vol. 21(1), pages 171-180, February.
- Eben Lazarus & Daniel J. Lewis & James H. Stock & Mark W. Watson, 2018. "HAR Inference: Recommendations for Practice," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(4), pages 541-559, October.
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"Network Cluster‐Robust Inference,"
Econometrica, Econometric Society, vol. 91(2), pages 641-667, March.
- Michael P. Leung, 2021. "Network Cluster-Robust Inference," Papers 2103.01470, arXiv.org, revised Feb 2023.
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This paper has been announced in the following NEP Reports:- NEP-ECM-2021-02-22 (Econometrics)
- NEP-GEO-2021-02-22 (Economic Geography)
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