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
A comment on priors for Bayesian occupancy models
Sign Up to like & getrecommendations! Published in 2018 at "PLoS ONE"
DOI: 10.1371/journal.pone.0192819
Abstract: Understanding patterns of species occurrence and the processes underlying these patterns is fundamental to the study of ecology. One of the more commonly used approaches to investigate species occurrence patterns is occupancy modeling, which can… read more here.
Keywords: priors bayesian; occupancy models; bayesian occupancy; occupancy ... See more keywords
Regularizing priors for Bayesian VAR applications to large ecological datasets
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ"
DOI: 10.7717/peerj.14332
Abstract: Using multi-species time series data has long been of interest for estimating inter-specific interactions with vector autoregressive models (VAR) and state space VAR models (VARSS); these methods are also described in the ecological literature as… read more here.
Keywords: priors bayesian; inter specific; bayesian var; var ... See more keywords