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regtools  

Regression and Classification Tools
View on CRAN: Click here


Download and install regtools package within the R console
Install from CRAN:
install.packages("regtools")

Install from Github:
library("remotes")
install_github("cran/regtools")

Install by package version:
library("remotes")
install_version("regtools", "1.7.0")



Attach the package and use:
library("regtools")
Maintained by
Norm Matloff
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-07
Latest Update: 2022-03-30
Description:
Tools for linear, nonlinear and nonparametric regression and classification. Novel graphical methods for assessment of parametric models using nonparametric methods. One vs. All and All vs. All multiclass classification, optional class probabilities adjustment. Nonparametric regression (k-NN) for general dimension, local-linear option. Nonlinear regression with Eickert-White method for dealing with heteroscedasticity. Utilities for converting time series to rectangular form. Utilities for conversion between factors and indicator variables. Some code related to "Statistical Regression and Classification: from Linear Models to Machine Learning", N. Matloff, 2017, CRC, ISBN 9781498710916.
How to cite:
Norm Matloff (2016). regtools: Regression and Classification Tools. R package version 1.7.0, https://cran.r-project.org/web/packages/regtools. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0.1 (2016-11-07 21:07), 1.1.0 (2019-08-25 23:30)
Other packages that cited regtools R package
View regtools citation profile
Other R packages that regtools depends, imports, suggests or enhances
Complete documentation for regtools
Functions, R codes and Examples using the regtools R package
Some associated functions: FineTuning . Graphics . Penrose . SwissRoll . TS . courseRecords . currency . day . english . factorsDummies . falldetection . knnest . krsFit . lmac . ltrfreqs . misc . mlb . mlens . mm . newadult . nlshc . oliveoils . ovalogtrn . phoneme . prgeng . quizDocs . regtools-package . ridgelm . textToXY . unscale . weatherTS . yell10k . 
Some associated R codes: AC.R . DimRed.R . FineTuning.R . FormulaWrappers.R . KNN.R . MM.R . Misc.R . MiscOld.R . MultiClass.R . Neural.R . Nonlin.R . Penrose.R . RecSys.R . Ridge.R . TS.R . Text.R . onAttach.R . z.R .  Full regtools package functions and examples
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