Semiparametric Bayesian optimal replacement policies: application to railroad tracks
Sign Up to like & getrecommendations! Published in 2017 at "Applied Stochastic Models in Business and Industry"
DOI: 10.1002/asmb.2210
Abstract: We present a Bayesian decision theoretic approach for developing replacement strategies. In so doing, we consider a semiparametric model to describe the failure characteristics of systems by specifying a nonparametric form for cumulative intensity function… read more here.
Keywords: replacement; railroad tracks; optimal replacement; semiparametric bayesian ... See more keywords
A general semiparametric Bayesian discrete-time recurrent events model.
Sign Up to like & getrecommendations! Published in 2019 at "Biostatistics"
DOI: 10.1093/biostatistics/kxz029
Abstract: Event time variables are often recorded in a discrete fashion, especially in the case of patient-reported outcomes. This work is motivated by a study of illicit drug users, in which time to drug use cessation… read more here.
Keywords: general semiparametric; discrete time; semiparametric bayesian; time ... See more keywords