Some Properties for a Simplified Cox Binary Model
2007 (English)In: Communications in statistics: Theory and methodsArticle in journal (Refereed) Published
This paper proposes a simplification of the model for dependent Bernoulli 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 is illustrated using a data set from a clinical trial.
Place, publisher, year, edition, pages
Cox binary model, Correlated binary data, Multidimensional tables
Probability Theory and Statistics
IdentifiersURN: urn:nbn:se:su:diva-10193OAI: oai:DiVA.org:su-10193DiVA: diva2:176712