regtools: Regression Tools

Tools for linear, nonlinear and nonparametric regression and classification. Parametric fit assessment using nonparametric methods. One vs. All and All vs. All multiclass classification. Nonparametric regression for general dimension, locally-linear option. Nonlinear regression with Eickert-White method for dealing with heteroscedasticity, k-NN for general dimension and general descriptive functions.

Version: 1.0.1
Depends: FNN, mvtnorm, dummies, car
Suggests: knitr, rmarkdown
Published: 2016-11-07
Author: Norm Matloff
Maintainer: Norm Matloff <matloff at cs.ucdavis.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README
CRAN checks: regtools results

Downloads:

Reference manual: regtools.pdf
Vignettes: regtools
Package source: regtools_1.0.1.tar.gz
Windows binaries: r-devel: regtools_1.0.1.zip, r-release: regtools_1.0.1.zip, r-oldrel: regtools_1.0.1.zip
OS X Mavericks binaries: r-release: regtools_1.0.1.tgz, r-oldrel: regtools_1.0.1.tgz

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