22 citations · 22 across the 1 of their papers we have counts for
3 papers
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…
Bayesian survival analysis with BUGS
Danilo Alvares, Elena Lázaro, Virgilio Gómez-Rubio +1
Survival analysis is one of the most important fields of statistics in medicine and the biological sciences. In addition, the computational advances in the last decades have favour…
Approximate Bayesian inference for mixture cure models
Elena Lázaro, Carmen Armero, Virgilio Gómez-Rubio
Cure models in survival analysis deal with populations in which a part of the individuals cannot experience the event of interest. Mixture cure models consider the target populatio…