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Testing for cross-sectional dependence in panel-data models

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Author Info
Rafael E. De Hoyos () (The World Bank)
Vasilis Sarafidis () (University of Sydney)

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Abstract

This article describes a new Stata routine, xtcsd, to test for the presence of cross-sectional dependence in panels with many cross-sectional units and few time-series observations. The command executes three different test- ing procedures —namely, Friedman’s (Journal of the American Statistical Associ- ation 32: 675–701) (FR) test statistic, the statistic proposed by Frees (Journal of Econometrics 69: 393–414), and the cross-sectional dependence (CD) test of Pe- saran (General diagnostic tests for cross-section dependence in panels [University of Cambridge, Faculty of Economics, Cambridge Working Papers in Economics, Paper No. 0435]). We illustrate the command with an empirical example. Copyright 2006 by StataCorp LP.

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Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 6 (2006)
Issue (Month): 4 (December)
Pages: 482-496
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Handle: RePEc:tsj:stataj:v:6:y:2006:i:4:p:482-496

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Related research
Keywords: xtcsd; panel data; cross-sectional dependence;

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  1. Aiello, Francesco & Scoppa, Vincenzo, 2008. "Convergence and Regional Productivity Divide in Italy: Evidence from Panel Data," MPRA Paper 17343, University Library of Munich, Germany. [Downloadable!]
  2. Aiello, Francesco & Pupo, Valeria, 2009. "Capacità di gestione, efficienza istituzionale e impatto dei Fondi Strutturali in Italia
    [The Impact of Structural Funds in Italy]
    ," MPRA Paper 14429, University Library of Munich, Germany. [Downloadable!]
  3. Inmaculada Martínez-Zarzoso, 2009. "A General Framework for Estimating CO2 Emissions," Ibero America Institute for Econ. Research (IAI) Discussion Papers 180, Ibero-America Institute for Economic Research. [Downloadable!]
  4. Gustavo Adolfo García Cruz, 2008. "Informalidad Regional En Colombia," DOCUMENTOS DE TRABAJO-CIDSE 004608, UNIVERSIDAD DEL VALLE - CIDSE. [Downloadable!]
  5. Picci, Lucio & Golden, Miriam, 2007. "Pork Barrel Politics in Postwar Italy, 1953–1994," MPRA Paper 5626, University Library of Munich, Germany. [Downloadable!]
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  6. Giannetti, C., 2008. "Unit Roots and the Dynamics of Market Shares: An Analysis Using Italian Banking Micro-Panel," Discussion Paper 2008-44, Tilburg University, Center for Economic Research. [Downloadable!]
  7. W. Robert Reed & Haichun Ye, 2007. "A Monte Carlo Evaluation of Some Common Panel Data Estimators when Serial Correlation and Cross-sectional Dependence are Both Present," Working Papers in Economics 07/01, University of Canterbury, Department of Economics. [Downloadable!]
  8. Beine Michel & Cosma Antonio & Vermeulen Robert, 2008. "The Dark Side of Global Integration: Increasing Tail Dependence," CREA Discussion Paper Series 08-03, Center for Research in Economic Analysis, University of Luxembourg. [Downloadable!]
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