Nonparametric Model Checking and Variable Selection

Adriano Zanin Zambom, Michael Akritas

Let X be a d dimensional vector of covariates and Y be the response variable. Under the nonparametric model Y = m(X) + σ(X) \in we develop an ANOVA-type test for the null hypothesi…