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The R Journal
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Date of this Version
12-2012
Document Type
Article
Citation
The R Journal (December 2012) 4(2)
Abstract
A new package crs is introduced for computing nonparametric regression (and quantile) splines in the presence of both continuous and categorical predictors. B-splines are employed in the regression model for the continuous predictors and kernel weighting is employed for the categorical predictors. We also de velop a simple R interface to NOMAD, which is a mixed integer optimization solver used to compute optimal regression spline solutions.
Included in
Numerical Analysis and Scientific Computing Commons, Programming Languages and Compilers Commons
Comments
Copyright 2012, The R Foundation. Open access material. License: CC BY 3.0 Unported