Bayesian Analysis of Proportional Hazards Models Built from Monotone Functions

DOI10.2307/2532986zbMath0868.62028OpenAlexW2317441194WikidataQ52332280 ScholiaQ52332280MaRDI QIDQ4335710

Alan E. Gelfand, Bani. K. Mallick

Publication date: 11 August 1997

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2307/2532986

zbMATH Keywords

likelihoodsurvival analysisJeffreys' priorGibbs samplerproportional hazards modelmodel criticismlung cancervague prior specificationsmixture of beta distribution functionsbaseline hazardcovariate linkcovariate coefficients

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items

Semiparametric Bayesian analysis of high-dimensional censored outcome data, A semiparametric model for compositional data analysis in presence of covariates on the simplex., Spline-Based Emulators for Radiative Shock Experiments With Measurement Error, Modeling large scale species abundance with latent spatial processes, Bayesian semiparametric modeling of survival data based on mixtures of \(B\)-spline distributions, Bayesian analysis of change-point hazard rate problem, Flexible Bayesian survival modeling with semiparametric time-dependent and shape-restricted covariate effects, Bayesian semiparametric inference for the accelerated failure‐time model, Posterior analysis of latent competing risk models by parallel tempering, A Bayesian approach to modeling mortgage default and prepayment, A Bayesian Log-Normal Model for Multivariate Loss Reserving, A Bayesian Chi-Squared Goodness-of-Fit Test for Censored Data Models, A Bayesian Approach for Zero-Inflated Count Regression Models by Using the Reversible Jump Markov Chain Monte Carlo Method and an Application, Bayesian analysis of multivariate survival data using Monte Carlo methods, Bayesian Survival Analysis Using A Mars Model, Hierarchical Proportional Hazards Regression Models for Highly Stratified Data, Dynamic Model for Multivariate Markers of Fecundability, Bayesian Spatial Survival Models, Fully Nonparametric Regression Modelling of Misclassified Censored Time-to-Event Data, Adaptive lasso for accelerated hazards models, Bayesian Nonparametric Modeling Using Mixtures of Triangular Distributions, Modelling spatially correlated survival data for individuals with multiple cancers, Bayesian survival analysis using gamma processes with adaptive time partition, Marginal Bayesian Semiparametric Modeling of Mismeasured Multivariate Interval-Censored Data, Bayesian Semiparametric Estimation of Cancer-Specific Age-at-Onset Penetrance With Application to Li-Fraumeni Syndrome, Flexible link continual reassessment methods for trivariate binary outcome phase I/II trials, Semiparametric proportional odds models for spatially correlated survival data, Bayesian Cure Rate Models for Malignant Melanoma: A Case-Study of Eastern Cooperative Oncology Group Trial E1690