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KernelICA  

Kernel Independent Component Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("KernelICA", "2.0.0")



Attach the package and use:
library("KernelICA")
Maintained by
Klaus Nordhausen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-09
Latest Update: 2026-08-04
Description:
The kernel independent component analysis (kernel ICA) method introduced by Bach and Jordan (2002) <doi:10.1162/153244303768966085>. A separate function for the incomplete Cholesky decomposition used in kernel ICA is also provided.
How to cite:
Klaus Nordhausen (2026). KernelICA: Kernel Independent Component Analysis. R package version 2.0.0, https://cran.r-project.org/web/packages/KernelICA. Accessed 24 Oct. 2026.
Previous versions and publish date:
0.1.0 (2021-03-01 10:50), (2026-07-09 08:07)
Other packages that cited KernelICA R package
View KernelICA citation profile
Other R packages that KernelICA depends, imports, suggests or enhances
Complete documentation for KernelICA
Functions, R codes and Examples using the KernelICA R package
Full KernelICA package functions and examples
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