R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
CatReg
View on CRAN: Click
here
Download and install CatReg package within the R console
Install from CRAN:
install.packages("CatReg")
Install from Github:
library("remotes")
install_github("cran/CatReg")
Install by package version:
library("remotes")
install_version("CatReg", "2.0.3")
Attach the package and use:
library("CatReg")
Maintained by
Daniel Grose
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-14
Latest Update: 2021-06-14
Description:
Computes solutions for linear and logistic regression models with potentially high-dimensional categorical predictors. This is done by applying a nonconvex penalty (SCOPE) and computing solutions in an efficient path-wise fashion. The scaling of the solution paths is selected automatically. Includes functionality for selecting tuning parameter lambda by k-fold cross-validation and early termination based on information criteria. Solutions are computed by cyclical block-coordinate descent, iterating an innovative dynamic programming algorithm to compute exact solutions for each block.
How to cite:
Daniel Grose (2020). CatReg: Solution Paths for Linear and Logistic Regression Models with Categorical Predictors, with SCOPE Penalty. R package version 2.0.3, https://cran.r-project.org/web/packages/CatReg. Accessed 02 May. 2025.
Previous versions and publish date:
Other packages that cited CatReg R package
View CatReg citation profile
Other R packages that CatReg depends,
imports, suggests or enhances
Complete documentation for CatReg
Functions, R codes and Examples using
the CatReg R package
Some associated functions: CorrelatedDesignMatrix . UniformDesignMatrix . predict.scope.logistic . predict.scope . scope.logistic . scope .
Some associated R codes: RcppExports.R . UniformDesignMatrix.R . core_scope.R . core_scope.logistic.R . fastrmvnorm.R . mcpDifference.R . predict.scope.R . predict.scope.logistic.R . scope.R . scope.logistic.R . Full CatReg package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
nlsem
Estimation of structural equation models with nonlinear effects
and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Nora Umbach (view profile)
disprofas
Similarity of dissolution profiles is assessed using the
similarity factor f2 according to the EMA ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pius Dahinden (view profile)
contFracR
Converts numbers to continued fractions and back again. A solver for Pell's Equation is provided. T ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Carl Witthoft (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
frailtypack
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Virginie Rondeau (view profile)
quotedargs
A facility for writing functions that quote their arguments,
may sometimes evaluate them in the env ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Radford Neal (view profile)
24,142
R Packages
207,311
Dependencies
65,176
Author Associations
24,143
Publication Badges
