English, Article edition: Panel Data Models With Interactive Fixed Effects Jushan Bai

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Bookmark: http://trove.nla.gov.au/version/156565
Physical Description
  • article
Language
  • English

Edition details

Title
  • Panel Data Models With Interactive Fixed Effects
Author
  • Jushan Bai
Physical Description
  • article
Notes
  • This paper considers large N and large T panel data models with unobservable multiple interactive effects, which are correlated with the regressors. In earnings studies, for example, workers' motivation, persistence, and diligence combined to influence the earnings in addition to the usual argument of innate ability. In macroeconomics, interactive effects represent unobservable common shocks and their heterogeneous impacts on cross sections. We consider identification, consistency, and the limiting distribution of the interactive-effects estimator. Under both large N and large T, the estimator is shown to be $\sqrt{NT}$ N T consistent, which is valid in the presence of correlations and heteroskedasticities of unknown form in both dimensions. We also derive the constrained estimator and its limiting distribution, imposing additivity coupled with interactive effects. The problem of testing additive versus interactive effects is also studied. In addition, we consider identification and estimation of models in the presence of a grand mean, time-invariant regressors, and common regressors. Given identification, the rate of convergence and limiting results continue to hold. Copyright 2009 The Econometric Society.
  • RePEc:ecm:emetrp:v:77:y:2009:i:4:p:1229-1279
Language
  • English
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