Markov models with covariate dependence for repeated measures

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