Other packages > Find by keyword >

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
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
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
buildr  
Organize & Run Build Scripts Comfortably
Working with reproducible reports or any other similar projects often require to run the script that ...
Download / Learn more Package Citations See dependency  
lgarch  
Simulation and Estimation of Log-GARCH Models
Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the ...
Download / Learn more Package Citations See dependency  
bulletr  
Algorithms for Matching Bullet Lands
Analyze bullet lands using nonparametric methods. We provide a reading routine for x3p files (see &l ...
Download / Learn more Package Citations See dependency  
Deriv  
Symbolic Differentiation
R-based solution for symbolic differentiation. It admits user-defined function as well as function s ...
Download / Learn more Package Citations See dependency  

22,086

R Packages

187,731

Dependencies

55,244

Author Associations

22,087

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns