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  • 标题:Diagnostic Tests of Cross Section Independence for Nonlinear Panel Data Model
  • 本地全文:下载
  • 作者:Cheng Hsiao ; M. Hashem Pesaran ; Andreas Pick
  • 期刊名称:DNB Working Papers / De Nederlandsche Bank
  • 出版年度:2007
  • 卷号:1
  • 出版社:De Nederlandsche Bank
  • 摘要:In this paper we discuss tests for residual cross section dependence in nonlinear panel data models. The tests are based on average pair-wise residual correlation coefficients. In nonlinear models, the definition of the residual is ambiguous and we consider two approaches: deviations of the observed dependent variable from its expected value and generalized residuals. We show the asymptotic consistency of the cross section dependence (CD) test of Pesaran (2004). In Monte Carlo experiments it emerges that the CD test has the correct size for any combination of N and T whereas the LM test relies on T large relative to N. We then analyze the roll-call votes of the 104th U.S. Congress and find considerable dependence between the votes of the members of Congress. JEL classification C12, C33, C35
  • 关键词:Cross-section dependence, nonlinear panel data model.
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