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Publication: Gene network reconstruction using global-local shrinkage priors

26-09-2016

Paper: Leday, G. G., de Gunst, M., Kpogbezan, G. B., Van der Vaart, A. W., Van Wieringen, W. N., & Van de Wiel, M. A. (2016). Gene network reconstruction using global-local shrinkage priors. Ann Appl Statist.

Paper discusses a fast, powerful method for network reconstruction using Bayesian Structural Equation Modelling. Keywords: Shrinkage, Ridge regression, Variational Bayes, Posthoc variable selection