735 citations · 1.9k across the 14 of their papers we have counts for
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stat.ML2010
Introduction to Graphical Modelling
Marco Scutari, Korbinian Strimmer
The aim of this chapter is twofold. In the first part we will provide a brief overview of the mathematical and statistical foundations of graphical models, along with their fundame…
stat.ML2008★ 376 cited
Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks
Jean Hausser, Korbinian Strimmer
We present a procedure for effective estimation of entropy and mutual information from small-sample data, and apply it to the problem of inferring high-dimensional gene association…