On the robust variance estimator in generalised estimating equations

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.