Other packages > Find by keyword >

care  

High-Dimensional Regression and CAR Score Variable Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("care", "1.1.11")



Attach the package and use:
library("care")
Maintained by
Korbinian Strimmer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-08-08
Latest Update: 2021-11-21
Description:
Implements the regression approach of Zuber and Strimmer (2011) "High-dimensional regression and variable selection using CAR scores" SAGMB 10: 34, . CAR scores measure the correlation between the response and the Mahalanobis-decorrelated predictors. The squared CAR score is a natural measure of variable importance and provides a canonical ordering of variables. This package provides functions for estimating CAR scores, for variable selection using CAR scores, and for estimating corresponding regression coefficients. Both shrinkage as well as empirical estimators are available.
How to cite:
Korbinian Strimmer (2010). care: High-Dimensional Regression and CAR Score Variable Selection. R package version 1.1.11, https://cran.r-project.org/web/packages/care. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:24), 1.0.0 (2010-08-08 20:54), 1.1.0 (2011-07-23 15:50), 1.1.1 (2011-07-25 07:06), 1.1.2 (2012-01-22 09:05), 1.1.3 (2013-09-15 09:51), 1.1.4 (2014-04-19 01:11), 1.1.5 (2014-07-28 17:46), 1.1.6 (2014-11-17 00:48), 1.1.7 (2014-11-23 23:36), 1.1.8 (2015-03-09 20:38), 1.1.9 (2015-07-08 16:28), 1.1.10 (2017-03-29 19:43)
Other packages that cited care R package
View care citation profile
Other R packages that care depends, imports, suggests or enhances
Complete documentation for care
Functions, R codes and Examples using the care R package
Some associated functions: care-internal . care.package . carscore . efron2004 . lu2004 . slm . 
Some associated R codes: carscore.R . predict.slm.R . slm.R .  Full care package functions and examples
Downloads during the last 30 days

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  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA