Tailoring Bayesian Additive Regression Trees (BART) for environmental mixture studies
Table 4
Average PIPs for 15 exposures and a binary outcome, with both component-wise and hierarchical variable selection for modified probit BART and probit BKMR. The true relationship is a non-linear main effect only model , with
.