library(MplusTrees) script = mplusObject( TITLE = "MplusTree;", MODEL = "b0 b1 | wt12@0 wt13@1 wt14@2 wt15@3 wt16@4;", usevariables = c('wt12','wt13','wt14','wt15','wt16'), rdata = data) fit = MplusTrees(script, data, group=~id, rPartFormula=~sex+race+momed, catvars=c("race"), control=rpart.control(minsplit=200, minbucket=200, cp=.00019)) fit plot(fit)