Ontology highlight
ABSTRACT:
SUBMITTER: Zhou J
PROVIDER: S-EPMC4803642 | biostudies-literature | 2016 Mar
REPOSITORIES: biostudies-literature
Zhou Jing J Herring Amy H AH Bhattacharya Anirban A Olshan Andrew F AF Dunson David B DB
Biometrics 20150922 1
It is common in biomedical research to run case-control studies involving high-dimensional predictors, with the main goal being detection of the sparse subset of predictors having a significant association with disease. Usual analyses rely on independent screening, considering each predictor one at a time, or in some cases on logistic regression assuming no interactions. We propose a fundamentally different approach based on a nonparametric Bayesian low rank tensor factorization model for the re ...[more]