Bayesian Factor Analysis for Inference on Interactions
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2020.1745813
Abstract: Abstract–This article is motivated by the problem of inference on interactions among chemical exposures impacting human health outcomes. Chemicals often co-occur in the environment or in synthetic mixtures and as a result exposure levels can… read more here.
Keywords: inference interactions; factor analysis; factor; bayesian factor ... See more keywords
Incorporating graph information in Bayesian factor analysis with robust and adaptive shrinkage priors.
Sign Up to like & getrecommendations! Published in 2024 at "Biometrics"
DOI: 10.1093/biomtc/ujad014
Abstract: There has been an increasing interest in decomposing high-dimensional multi-omics data into a product of low-rank and sparse matrices for the purpose of dimension reduction and feature engineering. Bayesian factor models achieve such low-dimensional representation… read more here.
Keywords: analysis; bayesian factor; factor; graph information ... See more keywords