A new Bayes estimate of the change point in the hazard function

DOI10.1016/J.CSDA.2006.07.007zbMath1161.62341OpenAlexW2077252842MaRDI QIDQ1019930

Cem Kadilar, Durdu Sertkaya Karasoy

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.2006.07.007

zbMATH Keywords

survival analysischange pointBayesian estimatorconstant hazard

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Point estimation (62F10) Bayesian inference (62F15) Estimation in survival analysis and censored data (62N02)

Related Items (6)

Inference on a Sharp Jump in Hazard Rate: A Review ⋮ A Bayesian finite mixture change-point model for assessing the risk of novice teenage drivers ⋮ Parametric estimation of change-points for actual event data in recurrent events models ⋮ Asymptotic distribution of the jump change-point estimator ⋮ Full and conditional likelihood approaches for hazard change-point estimation with truncated and censored data ⋮ Semiparametric Estimation of a Change-point for Recurrent Events Data

Cites Work

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• Asymptotic score-statistic processes and tests for constant hazard against a change-point alternative
• Estimation of a change point in a hazard function based on censored data
• Approximation of the posterior distribution in a change-point problem
• Asymptotics of a bayesian approach to estimating change-point in a hazard rate
• On the asymptotic distribution of an estimate of the change point in a failure rate
• Constant Hazard Function Models with a Change Point: A Bayesian Analysis Using Markov Chain Monte Carlo Methods
• Estimation in change-point hazard rate models

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