Nonparametric Bayesian analysis of the accelerated failure time model

DOI10.1016/0167-7152(89)90014-XzbMath0676.62074MaRDI QIDQ1122915

Ronald Christensen, Wesley O. Johnson

Publication date: 1989

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

zbMATH Keywords

empirical BayesDirichlet processaccelerated failure timesemi-parametric modelnon-parametric Bayesestimation of regression coefficientsestimation of survival curves

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Bayesian inference (62F15) Reliability and life testing (62N05)

Related Items

Bayesian semiparametric inference for the accelerated failure‐time model, Nonparametric Bayesian data analysis, A Bayesian Semiparametric Accelerated Failure Time Model, Bayesian Nonparametric Biostatistics, Bayesian Spatial Survival Models

Cites Work

• Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
• Empirical Bayes estimation of a binomial parameter via mixtures of Dirichlet processes
• Modelling accelerated failure time with a Dirichlet process
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