LOGISTIC-REGRESSION FOR CORRELATED BINARY DATA

Citation
S. Lecessie et Jc. Vanhouwelingen, LOGISTIC-REGRESSION FOR CORRELATED BINARY DATA, Applied Statistics, 43(1), 1994, pp. 95-108
Citations number
23
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00359254
Volume
43
Issue
1
Year of publication
1994
Pages
95 - 108
Database
ISI
SICI code
0035-9254(1994)43:1<95:LFCBD>2.0.ZU;2-3
Abstract
The modelling of correlated binary outcomes, in such a way that the ma rginal response probabilities are still logistic, is considered. Diffe rent association measures for the dependence between correlated observ ations are discussed. For paired correlated data the full likelihood c an be evaluated; for an arbitrary number of correlated observations a pseudolikelihood approach to obtain parameter estimates is proposed. T he results are illustrated on data from a Dutch follow-up study on pre term infants.