Markov models with covariate dependence for repeated measures /

Islam, M. Ataharul.

Markov models with covariate dependence for repeated measures / M. Ataharul Islam, Rafiqul Islam Chowdhury, and Shahariar Huda. - New York : Nova Science Publishers, ©2009. - ix, 228 p. ; 27 cm

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. TOC



9781604569773 1604569778

2008034444


Multivariate analysis.
Markov processes.

QA278 / .I75 2009

519.233 / ISM 2009

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