Markov models with covariate dependence for repeated measures / M. Ataharul Islam, Rafiqul Islam Chowdhury, and Shahariar Huda.
By: Islam, M. Ataharul.
Contributor(s): Chowdhury, Rafiqul Islam | Huda, Shahariar.Material type: TextPublisher: New York : Nova Science Publishers, ©2009Description: ix, 228 p. ; 27 cm.ISBN: 9781604569773; 1604569778.Subject(s): Multivariate analysis | Markov processesDDC classification: 519.233 Online resources: WorldCat details | Ebook Fulltext
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|E-Book||EWU Library E-book||Non-fiction||519.233 ISM 2009 (Browse shelf)||Not for loan|
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Table of contents Repeated measures data -- Markov chain : some preliminaries -- Generalized linear models and logistic regression -- Covariate dependent two state first order Markov model -- Covariate dependent two state second order Markov model -- Covariate dependent two state higher order Markov model -- Multistate first order Markov model with covariate dependence -- Multistate Markov model of higher order with covariate dependence -- An alternative formulation based on Chapman-Kolmogorov equation -- Additional inference procedures -- Generalized linear model formulation of higher order Markov models -- Marginal and conditional models.