Marginal regression analysis of clustered failure time data with a cure fraction

DOI10.1016/j.jmva.2013.09.003zbMath1278.62097OpenAlexW2043447175MaRDI QIDQ151128

Yingwei Peng, Yi Niu, Yingwei Peng, Yi Niu

Publication date: January 2014

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2013.09.003

zbMATH Keywords

EM algorithmestimating equationsmixture cure modelclustered survival timeES algorithmmarginal method

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Estimation in survival analysis and censored data (62N02)

Related Items (5)

An additive hazards frailty model with semi-varying coefficients ⋮ Association measures for bivariate failure times in the presence of a cure fraction ⋮ Adaptive bi-level variable selection for multivariate failure time model with a diverging number of covariates ⋮ A semiparametric joint model for cluster size and subunit‐specific interval‐censored outcomes ⋮ geecure

Uses Software

• mvtBinaryEP
• bootstrap

Cites Work

• Unnamed Item
• Longitudinal data analysis using generalized linear models
• Marginal analysis of multivariate failure time data with a surviving fraction based on semiparametric transformation cure models
• A marginal regression model for multivariate failure time data with a surviving fraction
• Mixture cure models for multivariate survival data
• Bayesian inference for multivariate survival data with a cure fraction
• A Bivariate Cure-Mixture Approach for Modeling Familial Association in Diseases
• On semiparametric transformation cure models
• Marginal models for zero inflated clustered data
• A Bivariate Frailty Model with a Cure Fraction for Modeling Familial Correlations in Diseases
• Parametric Spatial Cure Rate Models for Interval‐Censored Time‐to‐Relapse Data
• A model for association in bivariate life tables and its application in epidemiological studies of familial tendency in chronic disease incidence
• Semi-Parametric Estimation in Failure Time Mixture Models
• Mixtures of marginal models
• Estimation in a Cox Proportional Hazards Cure Model
• A Nonparametric Mixture Model for Cure Rate Estimation
• A mixture model combining logistic regression with proportional hazards regression

This page was built for publication: Marginal regression analysis of clustered failure time data with a cure fraction