Estimation and tests for a longitudinal regression model based on the Markov chain

DOI10.1016/j.stamet.2009.04.003zbMath1463.62247OpenAlexW2045011101MaRDI QIDQ537384

M. Ataharul Islam, Khalaf Salman Sultan, Rafiqul Islam Chowdhury

Publication date: 20 May 2011

Published in: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.stamet.2009.04.003

zbMATH Keywords

Markov modeltransitioncovariate dependencetest for modeltest for waiting time

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Applications of statistics to biology and medical sciences; meta analysis (62P10) Markov processes: estimation; hidden Markov models (62M05) Markov processes: hypothesis testing (62M02) Causal inference from observational studies (62D20)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• The analysis of transition times in multistate stochastic processes using proportional hazard regression models
• A Matrix Regression Model for the Transition Probabilities in a Finite State Stochastic Process
• The Analysis of Panel Data Under a Markov Assumption
• A Markov Model for Analysing Cancer Markers and Disease States in Survival Studies
• Nonparametric tests of the Markov model for survival data
• Semi-Markov models for partially censored data
• Multistate Survival Models for Transitions and Reverse Transitions: An Application to Contraceptive Use Data

This page was built for publication: Estimation and tests for a longitudinal regression model based on the Markov chain