Asymptotic results with generalized estimating equations for longitudinal data

Details Asymptotic results with generalized estimating equations for longitudinal data Asymptotic results with generalized estimating equations for longitudinal data

2005-05-27

arxiv.org/abs/math/0505600v1

Annals of Statistics 2005, Vol. 33, No. 2, 522-541

Mathematics

Statistics Theory

Published at http://dx.doi.org/10.1214/009053604000001255 in the Annals of Statistics (http://www.imstat.org/aos/) by the Inst

Scientific paper

10.1214/009053604000001255

We consider the marginal models of Liang and Zeger [Biometrika 73 (1986)
13-22] for the analysis of longitudinal data and we develop a theory of
statistical inference for such models. We prove the existence, weak consistency
and asymptotic normality of a sequence of estimators defined as roots of
pseudo-likelihood equations.

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