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Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations

1991; Oxford University Press; Volume: 58; Issue: 2 Linguagem: Inglês

10.2307/2297968

1467-937X

Manuel Arellano, Stephen Bond,

Monetary Policy and Economic Impact

This paper presents specification tests that are applicable after estimating a dynamic model from panel data by the generalized method of moments (GMM), and studies the practical performance of these procedures using both generated and real data. Our GMM estimator optimally exploits all the linear moment restrictions that follow from the assumption of no serial correlation in the errors, in an equation which contains individual effects, lagged dependent variables and no strictly exogenous variables. We propose a test of serial correlation based on the GMM residuals and compare this with Sargan tests of over-identifying restrictions and Hausman specification tests.