Package: ICS 1.4-2
Klaus Nordhausen
ICS: Tools for Exploring Multivariate Data via ICS/ICA
Implementation of Tyler, Critchley, Duembgen and Oja's (JRSS B, 2009, <doi:10.1111/j.1467-9868.2009.00706.x>) and Oja, Sirkia and Eriksson's (AJS, 2006, <https://www.ajs.or.at/index.php/ajs/article/view/vol35,%20no2%263%20-%207>) method of two different scatter matrices to obtain an invariant coordinate system or independent components, depending on the underlying assumptions.
Authors:
ICS_1.4-2.tar.gz
ICS_1.4-2.tar.gz(r-4.5-noble)ICS_1.4-2.tar.gz(r-4.4-noble)
ICS_1.4-2.tgz(r-4.4-emscripten)ICS_1.4-2.tgz(r-4.3-emscripten)
ICS.pdf |ICS.html✨
ICS/json (API)
NEWS
| # Install 'ICS' in R: |
| install.packages('ICS', repos = 'https://cloud.r-project.org') |
Conda:r-ics-1.4_2(2025-03-25)
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 15 days agofrom:e5eb4f57cd. Checks:3 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 18 2025 |
| R-4.5-linux | OK | Mar 18 2025 |
| R-4.4-linux | OK | Mar 18 2025 |
Exports:coefcomponentscov4cov4.wtcovAxiscovOrigincovWfittedgen_kurtosisicsICSICS_covICS_cov4ICS_covAxisICS_covWICS_scovqICS_tMics.componentsics2mean3Mean3Cov4MeanCovmvnorm.kur.testmvnorm.skew.testplotscovqshowsummarytM
Dependencies:DBIlatticeMatrixminqamitoolsmvtnormnumDerivRcppRcppArmadillosurveysurvival
Citation
To cite ICS in publications use:
Nordhausen K, Oja H, Tyler DE (2008). “Tools for Exploring Multivariate Data: The Package ICS.” Journal of Statistical Software, 28(6), 1–31. doi:10.18637/jss.v028.i06.
Corresponding BibTeX entry:
@Article{,
title = {Tools for Exploring Multivariate Data: The Package {ICS}},
author = {Klaus Nordhausen and Hannu Oja and David E. Tyler},
year = {2008},
journal = {Journal of Statistical Software},
volume = {28},
number = {6},
pages = {1--31},
doi = {10.18637/jss.v028.i06},
}