A Class of Bayesian Shared Gamma Frailty Models with Multivariate Failure Time Data

DOI10.1111/j.0006-341X.2005.030826.xzbMath1077.62088WikidataQ30983767 ScholiaQ30983767MaRDI QIDQ5715372

Guosheng Yin, Joseph G. Ibrahim

Publication date: 3 January 2006

Published in: Biometrics (Search for Journal in Brave)

zbMATH Keywords

Box-Cox transformationdiabetesDRSAdditive hazardsConstrained parameterCorrelated survival dataFrailty model: Gibbs sampling

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Related Items (12)

Properties of additive frailty model in survival analysis ⋮ Regression analysis of bivariate current status data under the gamma-frailty proportional hazards model using the EM algorithm ⋮ Bivariate Frailty Model and Association Measure ⋮ General frailty model and stochastic orderings ⋮ Varying coefficient frailty models with applications in single molecular experiments ⋮ Posterior consistency in frailty models and simulation studies to test the presence of random effects ⋮ A General Class of Bayesian Survival Models with Zero and Nonzero Cure Fractions ⋮ On Robustness and Model Flexibility in Survival Analysis: Transformed Hazard Models and Average Effects ⋮ Bayesian Spatial Survival Models ⋮ Fully Nonparametric Regression Modelling of Misclassified Censored Time-to-Event Data ⋮ A Gamma-frailty proportional hazards model for bivariate interval-censored data ⋮ Bayesian local influence for survival models

Cites Work

• A Weibull regression model with gamma frailties for multivariate survival data
• Analysis of multivariate survival data
• Monte Carlo methods in Bayesian computation
• Bayesian Inference on Order-Constrained Parameters in Generalized Linear Models
• Monte Carlo methods for Bayesian analysis of constrained parameter problems
• Multivariate Survival Analysis with Positive Stable Frailties
• Bayesian survival analysis
• Unnamed Item

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