Non-marginal decisions: A novel Bayesian multiple testing procedure
Sign Up to like & getrecommendations! Published in 2019 at "Electronic Journal of Statistics"
DOI: 10.1214/19-ejs1535
Abstract: In this paper we consider the problem of multiple testing when the hypotheses are dependent. In most of the existing literature, either Bayesian or non-Bayesian, the decision rules mainly focus on the validity of the… read more here.
Keywords: bayesian multiple; testing procedure; novel bayesian; multiple ... See more keywords
HMFGraph: Novel Bayesian approach for recovering biological networks
Sign Up to like & getrecommendations! Published in 2025 at "PLOS Computational Biology"
DOI: 10.1371/journal.pcbi.1013614
Abstract: Gaussian graphical models (GGM) are powerful tools to examine partial correlation structures in high-dimensional omics datasets. Partial correlation networks can explain complex relationships between genes or other biological variables. Bayesian implementations of GGMs have recently… read more here.
Keywords: hmfgraph; novel bayesian; hmfgraph novel; approach recovering ... See more keywords