Additivity Assessment in Nonparametric Models Using Ratio of Pseudo Marginal Likelihoods

Bonifride Tuyishimire, Brent R Logan, Purushottam W Laud

Nonparametric regression models such as Bayesian Additive Regression Trees (BART) can be useful in fitting flexible functions of a set of covariates to a response, while accounting…