On the robust variance estimator in generalised estimating equations

Abstract

The variance matrix of the estimated regression coefficient in the Liang–Zeger generalised estimating equation approach can be consistently estimated by the so‐called sandwich or robust estimator. In this note, we propose a modification to the Liang–Zeger prescription for implementing the robust variance estimator. Analytical and numerical evidence shows the superior performance of our proposal.