Prediction of risks of sequence of events using multistage proportional hazards model: a marginal-conditional modelling approach

DOI10.1007/s10260-019-00460-2zbMath1436.62463OpenAlexW2931667712WikidataQ128064520 ScholiaQ128064520MaRDI QIDQ1985965

M. Ataharul Islam, Rafiqul Islam Chowdhury

Publication date: 7 April 2020

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10260-019-00460-2

zbMATH Keywords

predictionsurvival analysismulti-state modelmarginal-conditional modelssequence of events

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Applications of statistics to social sciences (62P25) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)

Uses Software

• mstate
• cmprsk
• invGauss
• survivalBIV

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Survival and event history analysis. A process point of view
• A class of k-sample tests for comparing the cumulative incidence of a competing risk
• On predictive causality in longitudinal studies
• Multi-state models: A review
• Survival analysis. Techniques for censored and truncated data.
• Multi-state models in epidemiology
• The analysis of transition times in multistate stochastic processes using proportional hazard regression models
• Competing Risks and Multistate Models with R
• Nonparametric Estimation from Incomplete Observations
• Competing risk analyses with special reference to matched pair experiments
• A Review and Critique of Some Models Used in Competing Risk Analysis
• The Analysis of Failure Times in the Presence of Competing Risks
• Cox Regression in a Markov Renewal Model: An Application to the Analysis of Bone Marrow Transplant Data
• A Proportional Hazards Model for the Subdistribution of a Competing Risk
• Analysis of Repeated Measures Data
• Multistate Survival Models for Transitions and Reverse Transitions: An Application to Contraceptive Use Data
• Estimation and Prediction in a Multi-State Model for Breast Cancer
• Multi-state models for event history analysis
• Competing risks as a multi-state model

This page was built for publication: Prediction of risks of sequence of events using multistage proportional hazards model: a marginal-conditional modelling approach