Nonparametric bayesian estimation of a survival function under the proportional hazard model

DOI10.1080/03610928908830004zbMath0696.62006OpenAlexW2056994959MaRDI QIDQ3472968

J. K. Ghorai

Publication date: 1989

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

Full work available at URL: https://doi.org/10.1080/03610928908830004

zbMATH Keywords

weak convergenceconsistencyproportional hazard modelsurvival functioncensored dataDirichlet process priorBayes estimateslimiting Gaussian process

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10)

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The Paradoxical Nature of The Proportional Hazards Model of Random Censorship, A Comparison of Survival Function Estimators in the Koziol–Green Model

Cites Work

• Maximum likelihood estimation of a survival function under the Koziol- Green proportional hazards model
• Nonparametric Estimation from Incomplete Observations
• Estimation of mean residual life with censorded data under the proportional hazard model
• Nonparametric Bayesian Estimation of Survival Curves from Incomplete Observations