Stable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables

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Fellinghauer, Bernd ; Bühlmann, Peter ; Ryffel, Martin ; von Rhein, Michael ; Reinhardt, Jan D. (2011)

A conditional independence graph is a concise representation of pairwise conditional independence among many variables. Graphical Random Forests (GRaFo) are a novel method for estimating pairwise conditional independence relationships among mixed-type, i.e. continuous a... View more
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