Bayesian Analysis of the Proportional Hazards Model with Time‐Varying Coefficients

DOI10.1111/sjos.12263zbMath1422.62186OpenAlexW2766445217MaRDI QIDQ5738839

Yongdai Kim, Gwangsu Kim, Taeryon Choi

Publication date: 13 June 2017

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/sjos.12263

zbMATH Keywords

proportional hazards modeltime-varying coefficientsbeta processBayes factor consistencyposterior convergence rate

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Estimation in survival analysis and censored data (62N02)

Related Items

Bayesian analysis under accelerated failure time models with error-prone time-to-event outcomes, Asymptotic properties of nonparametric estimation and quantile regression in Bayesian structural equation models, Posterior consistency in frailty models and simulation studies to test the presence of random effects, Marginal posterior distributions for regression parameters in the Cox model using Dirichlet and gamma process priors, Nonparametric inference under a monotone hazard ratio order

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