Estimation of shared gamma frailty models by a modified EM algorithm

DOI10.1016/j.csda.2004.08.010zbMath1302.62214OpenAlexW2063075538MaRDI QIDQ959173

Binbing Yu

Publication date: 11 December 2008

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

Full work available at URL: https://doi.org/10.1016/j.csda.2004.08.010

zbMATH Keywords

EM algorithmmultiple imputationshared frailty

Mathematics Subject Classification ID

Estimation in survival analysis and censored data (62N02)

Related Items (8)

Estimation for frailty measurement error Cox models based on profile likelihood and Bayes methods ⋮ An EM-like algorithm for the semiparametric accelerated failure time gamma frailty model ⋮ Posterior consistency in frailty models and simulation studies to test the presence of random effects ⋮ Semiparametric generalized exponential frailty model for clustered survival data ⋮ Bayesian Estimation of Parameters and Comparison of Shared Gamma Frailty Models ⋮ Collective versus Individual Effects in Survival Analysis of Multiple Failures ⋮ Modeling of Inverse Gaussian Frailty Model for Bivariate Survival Data ⋮ Analysis of Bivariate Survival Data using Shared Inverse Gaussian Frailty Model

Uses Software

• S-PLUS

Cites Work

• Survival analysis. Techniques for censored and truncated data
• A model for association in bivariate life tables and its application in epidemiological studies of familial tendency in chronic disease incidence
• Estimation of Variance in Cox's Regression Model with Shared Gamma Frailties
• On Profile Likelihood
• Estimation of Multivariate Frailty Models Using Penalized Partial Likelihood
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