86 citations · 92 across the 3 of their papers we have counts for
3 papers
cs.LG2014★ 6 cited
Robust Graphical Modeling with t-Distributions
Michael A. Finegold, Mathias Drton
Graphical Gaussian models have proven to be useful tools for exploring network structures based on multivariate data. Applications to studies of gene expression have generated subs…
stat.ME2012
Robust Bayesian inference of networks using Dirichlet t-distributions
Michael Finegold, Mathias Drton
Bayesian graphical modeling provides an appealing way to obtain uncertainty estimates when inferring network structures, and much recent progress has been made for Gaussian models.…
stat.ME2010★ 86 cited
Robust graphical modeling of gene networks using classical and alternative T-distributions
Michael Finegold, Mathias Drton
Graphical Gaussian models have proven to be useful tools for exploring network structures based on multivariate data. Applications to studies of gene expression have generated subs…