A self-consistent probabilistic formulation for inference of interactions
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-78496-8
Abstract: Large molecular interaction networks are nowadays assembled in biomedical researches along with important technological advances. Diverse interaction measures, for which input solely consisting of the incidence of causal-factors, with the corresponding outcome of an inquired… read more here.
Keywords: formulation inference; probabilistic formulation; inference interactions; self consistent ... See more keywords
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