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Cover Image for An empirical Bayes approach to network recovery using external knowledge.

An empirical Bayes approach to network recovery using external knowledge.

Gino B Kpogbezan, Aad W van der Vaart, Wessel N van Wieringen, Gwenaël GR Leday, Mark A van de Wiel

Mar 02, 2017

empirical Bayes High-dimensional Bayesian inference prior information Undirected network variational approximation Bayes Theorem Biometry Computer Simulation Gene Regulatory Networks Models Statistical Pilot Projects Reproducibility of Results

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Cover Image for Gene Network Reconstruction using Global-Local Shrinkage Priors

Gene Network Reconstruction using Global-Local Shrinkage Priors

GGR Leday, MCM De Gunst, GB Krogbezan, AW van der Vaart, WN van Wieringen, MA van de Wiel

Feb 09, 2017

undirected gene network Bayesian inference Shrinkage variational approximation empirical Bayes

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