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scout  

Implements the Scout Method for Covariance-Regularized Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("scout", "1.0.4")



Attach the package and use:
library("scout")
Maintained by
Daniela M. Witten
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2008-12-09
Latest Update: 2015-07-10
Description:
Implements the Scout method for regression, described in "Covariance-regularized regression and classification for high-dimensional problems", by Witten and Tibshirani (2008), Journal of the Royal Statistical Society, Series B 71(3): 615-636.
How to cite:
Daniela M. Witten (2008). scout: Implements the Scout Method for Covariance-Regularized Regression. R package version 1.0.4, https://cran.r-project.org/web/packages/scout. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:01), 1.0.1 (2009-10-13 08:37), 1.0.2 (2010-06-15 10:59), 1.0.3 (2011-01-11 07:49), 1.0 (2008-12-09 20:47)
Other packages that cited scout R package
View scout citation profile
Other R packages that scout depends, imports, suggests or enhances
Complete documentation for scout
Functions, R codes and Examples using the scout R package
Some associated functions: crossProdLasso . cv.scout . predict.scoutobject . print.cvobject . print.scoutobject . scout-package . scout . 
Some associated R codes: lasso_one.R . scout.R . zzz.R .  Full scout package functions and examples
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