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s4vd  

Biclustering via Sparse Singular Value Decomposition Incorporating Stability Selection
View on CRAN: Click here


Download and install s4vd package within the R console
Install from CRAN:
install.packages("s4vd")

Install from Github:
library("remotes")
install_github("cran/s4vd")

Install by package version:
library("remotes")
install_version("s4vd", "1.1-1")



Attach the package and use:
library("s4vd")
Maintained by
Martin Sill
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-07-23
Latest Update:
Description:
The main function s4vd() performs a biclustering via sparse singular value decomposition with a nested stability selection. The results is an biclust object and thus all methods of the biclust package can be applied.
How to cite:
Martin Sill (2011). s4vd: Biclustering via Sparse Singular Value Decomposition Incorporating Stability Selection. R package version 1.1-1, https://cran.r-project.org/web/packages/s4vd. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:01), 1.0 (2011-07-23 16:42), 1.1-1 (2015-11-19 17:15)
Other packages that cited s4vd R package
View s4vd citation profile
Other R packages that s4vd depends, imports, suggests or enhances
Complete documentation for s4vd
Functions, R codes and Examples using the s4vd R package
Some associated functions: BCheatmap . BCs4vd . BCssvd . jaccard . lung200 . stabpath . 
Some associated R codes: aaa-s4vd.R . jaccard.R . s4vd.R . spca.R . ssvd.R . ssvdBC.R . stabpathplot.R . thred.R .  Full s4vd package functions and examples
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