Tailoring Bayesian Additive Regression Trees (BART) for environmental mixture studies
Table 2
Average PIPs for 15 exposures and a continuous outcome, with both component-wise and hierarchical variable selection for modified BART and BKMR. The true relationship is a non-linear main effect only model , with
.