GQL estimation in linear dynamic models for panel data

Abstract

In the econometrics literature, it is standard practice to use the existing instrumental variables as well as generalized method of moments approaches for the estimation of the parameters of a linear dynamic mixed model for panel data. In this paper, we introduce a generalized quasi-likelihood estimation approach that produces estimates with smaller mean squared errors when compared with the aforementioned and other existing approaches.