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SIMPLICA  

Biclustering via Simplivariate Component Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SIMPLICA", "1.0.0")



Attach the package and use:
library("SIMPLICA")
Maintained by
Jos Hageman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-03
Latest Update: 2025-09-03
Description:
Identifies constant, additive, multiplicative, and user-defined simplivariate components in numeric data matrices using a genetic algorithm. Supports flexible pattern definitions and provides visualization for general biclustering applications across diverse domains. The method builds on simplivariate models as introduced in Hageman et al. (2008) <doi:10.1371/journal.pone.0003259> and is related to biclustering frameworks as reviewed by Madeira and Oliveira (2004) <doi:10.1109/TCBB.2004.2>.
How to cite:
Jos Hageman (2025). SIMPLICA: Biclustering via Simplivariate Component Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/SIMPLICA. Accessed 24 Oct. 2026.
Previous versions and publish date:
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View SIMPLICA citation profile
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Complete documentation for SIMPLICA
Functions, R codes and Examples using the SIMPLICA R package
Full SIMPLICA package functions and examples
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