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