When exposure-response curves are non-monotonic, BKMR and BSTARSS select true predictors more reliably than BART or lasso in simulated correlated chemical mixtures.
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Performance of variable and function selection methods for estimating the non-linear health effects of correlated chemical mixtures: a simulation study
When exposure-response curves are non-monotonic, BKMR and BSTARSS select true predictors more reliably than BART or lasso in simulated correlated chemical mixtures.