Cover Image

Markov models with covariate dependence for repeated measures /

Bibliographic Details
Main Author: Islam, M. Ataharul, 1976-
Other Authors: Chowdhury, Rafiqul Islam, 1974-, Huda, Shahariar
Format: Book
Language:English
Published: New York : Nova Science Publishers, [2009]
Subjects:
Multivariate analysis.
Markov processes.
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.