Bayesian regularization for flexible baseline hazard functions in Cox survival models

Elena Lázaro, Carmen Armero, Danilo Alvares

Fully Bayesian methods for Cox models specify a model for the baseline hazard function. Parametric approaches generally provide monotone estimations. Semi-parametric choices allow…