EM-random forest and new measures of variable importance for multi-locus quantitative trait linkage analysis

Motivation: We developed an EM-random forest (EMRF) for Haseman–Elston quantitative trait linkage analysis that accounts for marker ambiguity and weighs each sib-pair according to the posterior ide...