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Some properties for a simplified Cox binary model
Stockholm University, Faculty of Social Sciences, Department of Statistics.
2008 (English)In: Communications in Statistics - Theory and Methods, ISSN 0361-0926, E-ISSN 1532-415X, Vol. 37, no 16, 2606-2616 p.Article in journal (Refereed) Published
Abstract [en]

This article proposes a simplification of the model for dependent binary variables presented in Cox and Snell (1989). The new model referred to as the simplified Cox model is developed for identically distributed and dependent binary variables. Properties of the model are presented, including expressions for the log-likelihood function and the Fisher information. Under mutual independence, a general expression for the restrictions of the parameters are derived. The simplified Cox model is illustrated using a data set from a clinical trial.

Place, publisher, year, edition, pages
2008. Vol. 37, no 16, 2606-2616 p.
Keyword [en]
Cox binary model, dependent binary data, generalized linear models
National Category
Probability Theory and Statistics
Identifiers
URN: urn:nbn:se:su:diva-58254DOI: 10.1080/03610920801947636ISI: 000257142400011OAI: oai:DiVA.org:su-58254DiVA: diva2:420151
Note
authorCount :1Available from: 2011-05-31 Created: 2011-05-30 Last updated: 2017-12-11Bibliographically approved

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