articleStatistica NeerlandicaOct 13, 2005BRONZE OA

Panel unit root tests under cross‐sectional dependence

University of Bonn · Ford Motor Company (United States) · +1 more institution

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Abstract

In this paper alternative approaches for testing the unit root hypothesis in panel data are considered. First, a robust version of the Dickey‐Fuller t ‐statistic under contemporaneous correlated errors is suggested. Second, the GLS t ‐statistic is considered, which is based on the t ‐statistic of the transformed model. The asymptotic power of both tests is compared against a sequence of local alternatives. To adjust for short‐run serial correlation of the errors, we propose a pre‐whitening procedure that yields a test statistic with a standard normal limiting distribution as N and T tends to infinity. The test procedure is further generalized to accommodate individual specific intercepts or linear time trends.…

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Authors

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Topics & keywords

Keywords
  • Statistic
  • Mathematics
  • Unit root
  • Statistics
  • Test statistic
  • Asymptotic distribution
  • Monte Carlo method
  • Ancillary statistic
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