Bayesian analysis of an inverse Gaussian correlated frailty model

DOI10.1016/j.csda.2006.09.026zbMath1445.62270OpenAlexW2047708357MaRDI QIDQ1020208

J. Martínez

Publication date: 29 May 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2006.09.026

zbMATH Keywords

Markov chain Monte Carlosurvival analysisproportional hazardsinverse Gaussian distributionfrailtycontinuous mixture distribution

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items (23)

Comparison of correlated frailty models ⋮ Analysis of covariance under inverse Gaussian model ⋮ Shared frailty models with baseline generalized Pareto distribution ⋮ Correlated positive stable frailty models ⋮ Comparison of additive shared frailty models under Lindley baseline distribution ⋮ Correlated inverse Gaussian frailty models for bivariate survival data ⋮ Survival analysis for the inverse Gaussian distribution with the Gibbs sampler ⋮ Correlated compound Poisson frailty models based on reversed hazard rate ⋮ Generalized Birnbaum–Saunders mixture cure frailty model: inferential method and an application to bone marrow transplant data ⋮ Compound Poisson shared frailty models based on additive hazards ⋮ A frailty modeling approach for parental effects in animal breeding ⋮ Shared frailty models based on reversed hazard rate for modified inverse Weibull distribution as baseline distribution ⋮ Bayesian analysis of covariance under inverse Gaussian model ⋮ A comparative study with bootstrap resampling technique to uncover behavior of unconditional hazards and survival functions for gamma and inverse Gaussian frailty models ⋮ Comparison of Shared Frailty Models for Kidney Infection Data under Exponential Power Baseline Distribution ⋮ Modeling bivariate survival data using shared inverse Gaussian frailty model ⋮ Gamma frailty models for bivariate survival data ⋮ Editorial: Advances in mixture models ⋮ Modeling Australian twin data using shared positive stable frailty models based on reversed hazard rate ⋮ Correlated gamma frailty models for bivariate survival data ⋮ Bayesian Inference in Marshall–Olkin Bivariate Exponential Shared Gamma Frailty Regression Model under Random Censoring ⋮ Modeling of Inverse Gaussian Frailty Model for Bivariate Survival Data ⋮ Comparison of Frailty Models for Acute Leukemia Data under Gompertz Baseline Distribution

Uses Software

• boa

Cites Work

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• A comparison of frailty and other models for bivariate survival data
• Analysis of multivariate survival data
• A comparison of different bivariate correlated frailty models and estimation strategies
• Life table methods for heterogeneous populations: Distributions describing the heterogeneity
• A model for association in bivariate life tables and its application in epidemiological studies of familial tendency in chronic disease incidence
• Correlated individual frailty: An advantageous approach to survival analysis of bivariate data
• Semiparametric Bayesian Analysis of Survival Data
• Bayesian analysis of multivariate survival data using Monte Carlo methods
• An Additive Frailty Model for Correlated Life Times
• Multivariate Survival Analysis with Positive Stable Frailties
• Bayesian Measures of Model Complexity and Fit
• Adaptive Rejection Sampling for Gibbs Sampling
• Bayes Factors
• Bayesian survival analysis

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