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sparsediscrim  

Sparse and Regularized Discriminant Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sparsediscrim", "0.3.0")



Attach the package and use:
library("sparsediscrim")
Maintained by
Max Kuhn
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-05-25
Latest Update: 2021-07-01
Description:
A collection of sparse and regularized discriminant analysis methods intended for small-sample, high-dimensional data sets. The package features the High-Dimensional Regularized Discriminant Analysis classifier from Ramey et al. (2017) <doi:10.48550/arXiv.1602.01182>. Other classifiers include those from Dudoit et al. (2002) <doi:10.1198/016214502753479248>, Pang et al. (2009) <doi:10.1111/j.1541-0420.2009.01200.x>, and Tong et al. (2012) <doi:10.1093/bioinformatics/btr690>.
How to cite:
Max Kuhn (2013). sparsediscrim: Sparse and Regularized Discriminant Analysis. R package version 0.3.0, https://cran.r-project.org/web/packages/sparsediscrim
Previous versions and publish date:
0.1.0 (2013-05-25 20:04), 0.2.3 (2016-06-24 19:14), 0.2.4 (2017-08-14 13:01), 0.2 (2014-03-31 16:34)
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