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Testing for heteroskedasticity and serial correlation in a random effects panel data model

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  • Baltagi, Badi H.
  • Jung, Byoung Cheol
  • Song, Seuck Heun

Abstract

This paper considers a panel data regression model with heteroskedastic as well as serially correlated disturbances, and derives a joint LMÂ test for homoskedasticity and no first order serial correlation. The restricted model is the standard random individual error component model. It also derives a conditional LM test for homoskedasticity given serial correlation, as well as, a conditional LM test for no first order serial correlation given heteroskedasticity, all in the context of a random effects panel data model. Monte Carlo results show that these tests along with their likelihood ratio alternatives have good size and power under various forms of heteroskedasticity including exponential and quadratic functional forms.

Suggested Citation

  • Baltagi, Badi H. & Jung, Byoung Cheol & Song, Seuck Heun, 2010. "Testing for heteroskedasticity and serial correlation in a random effects panel data model," Journal of Econometrics, Elsevier, vol. 154(2), pages 122-124, February.
    • Handle: RePEc:eee:econom:v:154:y:2010:i:2:p:122-124
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    More about this item

    Keywords

    Panel data Heteroskedasticity Serial correlation Lagrange multiplier tests Likelihood ratio Random effects;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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