Other packages > Find by keyword >

sda  

Shrinkage Discriminant Analysis and CAT Score Variable Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sda", "1.3.8")



Attach the package and use:
library("sda")
Maintained by
Korbinian Strimmer
[Scholar Profile | Author Map]
First Published: 2008-10-26
Latest Update: 2021-11-21
Description:
Provides an efficient framework for high-dimensional linear and diagonal discriminant analysis with variable selection. The classifier is trained using James-Stein-type shrinkage estimators and predictor variables are ranked using correlation-adjusted t-scores (CAT scores). Variable selection error is controlled using false non-discovery rates or higher criticism.
How to cite:
Korbinian Strimmer (2008). sda: Shrinkage Discriminant Analysis and CAT Score Variable Selection. R package version 1.3.8, https://cran.r-project.org/web/packages/sda. Accessed 04 Apr. 2025.
Previous versions and publish date:
1.0.0 (2008-10-26 20:15), 1.0.1 (2008-11-22 18:03), 1.0.2 (2008-12-04 10:28), 1.0.3 (2008-12-08 17:30), 1.1.0 (2009-03-12 21:07), 1.2.0 (2011-06-28 12:30), 1.2.1 (2012-01-22 09:10), 1.2.2 (2012-08-20 06:37), 1.2.3 (2012-11-24 19:01), 1.2.4 (2013-04-03 17:54), 1.3.0 (2013-04-28 19:04), 1.3.1 (2013-09-01 06:51), 1.3.2 (2014-01-10 11:20), 1.3.3 (2014-04-18 16:19), 1.3.4 (2014-07-28 17:46), 1.3.5 (2014-11-18 13:27), 1.3.6 (2015-03-21 14:42), 1.3.7 (2015-07-08 16:28)
Other packages that cited sda R package
View sda citation profile
Other R packages that sda depends, imports, suggests or enhances
Complete documentation for sda
Functions, R codes and Examples using the sda R package
Some associated functions: catscore . centroids . khan2001 . predict.sda . sda-internal . sda . sda.package . sda.ranking . singh2002 . 
Some associated R codes: catscore.R . centroids.R . predict.sda.R . sda.R . sda.ranking.R .  Full sda package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/02Downloads for sda30405060708090100110120TrendBars

Today's Hot Picks in Authors and Packages

PakPMICS2014HH  
Multiple Indicator Cluster Survey (MICS) 2014 Household Questionnaire Data for Punjab, Pakistan
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  
RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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