On the robust variance estimator in generalised estimating equations

Authors
Citation
W. Pan, On the robust variance estimator in generalised estimating equations, BIOMETRIKA, 88(3), 2001, pp. 901-906
Citations number
12
Categorie Soggetti
Biology,Multidisciplinary,Mathematics
Journal title
BIOMETRIKA
ISSN journal
00063444 → ACNP
Volume
88
Issue
3
Year of publication
2001
Pages
901 - 906
Database
ISI
SICI code
0006-3444(200109)88:3<901:OTRVEI>2.0.ZU;2-C
Abstract
The variance matrix of the estimated regression coefficient in the Liang-Ze ger generalised estimating equation approach can be consistently estimated by the so-called sandwich or robust estimator. In this note, we propose a m odification to the Liang-Zeger prescription for implementing the robust var iance estimator. Analytical and numerical evidence shows the superior perfo rmance of our proposal.