Weighted-Average Least Squares Estimation of Panel Data Models

Abstract

This paper extends the weighted-average least squares (WALS) model averaging estimator to fixed-effects and random-effects panel data models with strictly exogenous regressors. We consider both the case where the errors are independent and identically distributed, and the case with first-order autocorrelation.