Practical Priors for Bayesian Inference of Latent Biomarkers
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2019.2945077
Abstract: Latent biomarkers are quantities that strongly relate to patient's disease diagnosis and prognosis, but are difficult to measure or even not directly observable. The objective of this study was to develop, analyze and validate new… read more here.
Keywords: bayesian inference; inference latent; latent biomarkers; priors bayesian ... See more keywords
Inference on latent factor models for informative censoring
Sign Up to like & getrecommendations! Published in 2022 at "Statistical Methods in Medical Research"
DOI: 10.1177/09622802211057290
Abstract: This work discusses the problem of informative censoring in survival studies. A joint model for the time to event and the time to censoring is presented. Their hazard functions include a latent factor in order… read more here.
Keywords: factor models; inference latent; models informative; informative censoring ... See more keywords