Semiparametric Mixed-Scale Models Using Shared Bayesian Forests

Antonio R. Linero, Debajyoti Sinha, Stuart R. Lipsitz

This paper demonstrates the advantages of sharing information about unknown features of covariates across multiple model components in various nonparametric regression problems inc…