Demographic Covariates

Risks & contraindications

Comparisons

Evidence quality

Highlighted claims

• Standard BART failed to select BMI in the simulation despite BMI having a true effect. — Semi-Parametric Bayesian Additive Regression Trees for Risk Prediction with High-Dimensional Epigenetic Signatures and Low-Dimensional Covariates
• spBART coefficient estimates were attenuated toward zero in the simulations. — Semi-Parametric Bayesian Additive Regression Trees for Risk Prediction with High-Dimensional Epigenetic Signatures and Low-Dimensional Covariates
• The multiple myeloma application estimated lower risk for European American participants relative to African Americans. — Semi-Parametric Bayesian Additive Regression Trees for Risk Prediction with High-Dimensional Epigenetic Signatures and Low-Dimensional Covariates
• The application found little evidence that sex was associated with multiple myeloma risk. — Semi-Parametric Bayesian Additive Regression Trees for Risk Prediction with High-Dimensional Epigenetic Signatures and Low-Dimensional Covariates