A Marginalized Combined Gamma Frailty and Normal Random-effects Model for Repeated, Overdispersed, Time-to-event Outcomes

DOI10.1080/03610926.2012.740125zbMath1307.62225OpenAlexW2031593964MaRDI QIDQ5177584

Geert Molenberghs, Samuel Iddi, Achmad Efendi

Publication date: 13 March 2015

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/1942/18672

zbMATH Keywords

Weibull distributionpairwise likelihoodcombined modelfull likelihoodmarginalized multilevel model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02)

Related Items

Hierarchical models with normal and conjugate random effects : a review

Uses Software

• frailtypack

Cites Work

• Unnamed Item
• Longitudinal data analysis using generalized linear models
• A combined overdispersed and marginalized multilevel model
• A pairwise likelihood approach to estimation in multilevel probit models
• Overdispersion: Models and estimation.
• The frailty model.
• Models for discrete longitudinal data.
• A simple approach for the analysis of generalizea linear mixed models
• Generalized linear mixed models a pseudo-likelihood approach
• Generalized Linear Models with Random Effects