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Flexible Bayesian survival modeling with semiparametric time-dependent and shape-restricted covariate effects

Presently, there are few options with available software to perform a fully Bayesian analysis of time-to-event data wherein the hazard is estimated semi- or non-parametrically. One option is the piecewise exponential model, which requires an often unrealistic assumption that the hazard is piecewise...

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Détails bibliographiques
Publié dans:Bayesian Anal
Auteurs principaux: Murray, Thomas A., Hobbs, Brian P., Sargent, Daniel J., Carlin, Bradley P.
Format: Artigo
Langue:Inglês
Publié: 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4811615/
https://ncbi.nlm.nih.gov/pubmed/27042243
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-BA954
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