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NonpModelCheck (version 1.0)

Model Checking and Variable Selection in Nonparametric Regression

Description

This package 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

install.packages('NonpModelCheck')

Monthly Downloads

60

Version

1.0

License

GPL (>= 2)

Last Published

September 22nd, 2012

Functions in NonpModelCheck (1.0)