Marginal regression analysis of multivariate binary response

Ekholm, Anders, Smith, Peter W.F. and McDonald, John W. (1995) Marginal regression analysis of multivariate binary response Biometrika, 82, (4), pp. 847-854. (doi:10.1093/biomet/82.4.847).


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We propose the use of the mean parameter for regression analysis of a multivariate binary response. We model the association using dependence ratios defined in terms of the mean parameter, the components of which are the joint success probabilities of all orders. This permits flexible modelling of higher-order associations, using maximum likelihood estimation. We reanalyse two data sets, one with variable cluster size and the other a longitudinal data set with constant cluster size.

Item Type: Article
Digital Object Identifier (DOI): doi:10.1093/biomet/82.4.847
ISSNs: 0006-3444 (print)
ePrint ID: 34310
Date :
Date Event
November 1995Published
Date Deposited: 18 Jan 2008
Last Modified: 16 Apr 2017 22:13
Further Information:Google Scholar

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