Model Checking and Variable Selection in Nonparametric Regression

Provides tests of significance for covariates (or groups of covariates) in a fully nonparametric regression model and a variable (or group) selection procedure based on False Discovery Rate. In addition, it provides a function for local polynomial regression for any number of dimensions, using a bandwidth specified by the user or automatically chosen by cross validation or an adaptive procedure.


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install.packages("NonpModelCheck")

3.0 by Adriano Zanin Zambom, 2 years ago


Browse source code at https://github.com/cran/NonpModelCheck


Authors: Adriano Zanin Zambom


Documentation:   PDF Manual  


GPL (>= 2) license


Imports dr

Depends on graphics


See at CRAN