Other packages > Find by keyword >

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 03 Dec. 2024.
Previous versions and publish date:
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
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

donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  
telemac  
R Interface to the TELEMAC Model Suite
An R interface to the TELEMAC suite for modelling of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
Download / Learn more Package Citations See dependency  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,278

Publication Badges

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