Stable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables
von Rhein, Michael
Reinhardt, Jan D.
Statistics - Methodology | Statistics - Applications | Statistics - Computation
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...