Bayesian network‐response regression
Sign Up to like & getrecommendations! Published in 2017 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btx050
Abstract: Motivation: There is increasing interest in learning how human brain networks vary as a function of a continuous trait, but flexible and efficient procedures to accomplish this goal are limited. We develop a Bayesian semiparametric… read more here.
Keywords: network; bayesian network; response regression; brain ... See more keywords
Nonparametric matrix response regression with application to brain imaging data analysis.
Sign Up to like & getrecommendations! Published in 2020 at "Biometrics"
DOI: 10.1111/biom.13362
Abstract: With the rapid growth of neuroimaging technologies, a great effort has been dedicated recently to investigate the dynamic changes in brain activity. Examples include time course calcium imaging and dynamic brain functional connectivity. In this… read more here.
Keywords: nonparametric matrix; response regression; brain; matrix response ... See more keywords
Functional response regression model on correlated longitudinal microbiome sequencing data
Sign Up to like & getrecommendations! Published in 2021 at "Statistical Methods in Medical Research"
DOI: 10.1177/09622802211061634
Abstract: Functional regression has been widely used on longitudinal data, but it is not clear how to apply functional regression to microbiome sequencing data. We propose a novel functional response regression model analyzing correlated longitudinal microbiome… read more here.
Keywords: functional response; regression model; regression; response regression ... See more keywords