4.4 Article

Fixed-effects and related estimators for correlated random-coefficient and treatment-effect panel data models

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REVIEW OF ECONOMICS AND STATISTICS
卷 87, 期 2, 页码 385-390

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MIT PRESS
DOI: 10.1162/0034653053970320

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I derive conditions under which a class of fixed-effects estimators consistently estimates the population-averaged slope coefficients in panel data models with individual- specific slopes, where the slopes arc allowed to be correlated with the covariates. In addition to including the usual fixed-effects estimator, the results apply to estimators that eliminate individual- specific trends. I apply the results, and propose alternative estimators, to estimation of average treatment in a class of nonlinear unobserved-effects models.

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