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.

Author
Norm Matloff
Date of publication
2016-11-07 21:07:44
Maintainer
Norm Matloff <matloff@cs.ucdavis.edu>
License
GPL (>= 2)
Version
1.0.1

View on CRAN

Man pages

knnest
Nonparametric Regression and Classification
lmac
Available Cases Method for Missing Data
ltrfreqs
Letter Frequencies
mm
Method of Moments, Including Possible Regression Terms
nlshc
Heteroscedastic Nonlinear Regression
ovalogtrn
Classification with More Than 2 Classes
prgeng
Silicon Valley programmers and engineers
ridgelm
Ridge Regression

Files in this package

regtools
regtools/inst
regtools/inst/README
regtools/inst/doc
regtools/inst/doc/regtools.Rmd
regtools/inst/doc/regtools.html
regtools/NAMESPACE
regtools/data
regtools/data/prgeng.txt.gz
regtools/data/ltrfreqs.txt.gz
regtools/data/datalist
regtools/R
regtools/R/Boosting.R
regtools/R/MultiClass.R
regtools/R/Nonlin.R
regtools/R/MM.R
regtools/R/Ridge.R
regtools/R/Nonpar.R
regtools/R/AC.R
regtools/vignettes
regtools/vignettes/regtools.Rmd
regtools/vignettes/parvsnonpar.png
regtools/vignettes/wagevsage.png
regtools/vignettes/regtools.Rnw.save
regtools/vignettes/regtools.Rmd.save
regtools/vignettes/varvsmean.png
regtools/README.md
regtools/MD5
regtools/build
regtools/build/vignette.rds
regtools/DESCRIPTION
regtools/man
regtools/man/nlshc.Rd
regtools/man/ridgelm.Rd
regtools/man/ovalogtrn.Rd
regtools/man/prgeng.Rd
regtools/man/lmac.Rd
regtools/man/mm.Rd
regtools/man/ltrfreqs.Rd
regtools/man/knnest.Rd