Posterior Contraction and Testing for Multivariate Isotonic Regression

Kang Wang, Subhashis Ghosal

We consider the nonparametric regression problem with multiple predictors and an additive error, where the regression function is assumed to be coordinatewise nondecreasing. We pro…