Panels with Nonstationary Multifactor Error Structures

George Kapetanios, Mohammad Pesaran and Takashi Yamagata

Cambridge Working Papers in Economics from Faculty of Economics, University of Cambridge

Abstract: The presence of cross-sectionally correlated error terms invalidates much inferential theory of panel data models. Recent work by Pesaran (2006) suggests a method which makes use of cross-sectional averages to provide valid inference for stationary panel regressions with multifactor error structure. This paper extends this work and examines the important case where the unobserved common factors follow unit root processes and could be cointegrated. It is found that the presence of unit roots does not affect most theoretical results which continue to hold irrespective of the integration and the cointegration properties of the unobserved factors. This finding is further supported for small samples via an extensive Monte Carlo study. In particular, the results of the Monte Carlo study suggest that the cross-sectional average based method is robust to a wide variety of data generation processes and has lower biases than all of the alternative estimation methods considered in the paper.

Keywords: Cross Section Dependence; Large Panels; Unit Roots; Principal Components; Common Correlated Effects (search for similar items in EconPapers)
JEL-codes: C12 C13 C33 (search for similar items in EconPapers)
Pages: 31
Date: 2006-08
New Economics Papers: this item is included in nep-ecm and nep-ets
Note: Ec
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (29)

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Related works:
Journal Article: Panels with non-stationary multifactor error structures (2011)
Working Paper: Panels with nonstationary multifactor error structures (2010)
Working Paper: Panels with Nonstationary Multifactor Error Structures (2006)
Working Paper: Panels with Nonstationary Multifactor Error Structures (2006)
Working Paper: Panels with Nonstationary Multifactor Error Structures (2006)
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