Package: ICtest 0.3-5
ICtest: Estimating and Testing the Number of Interesting Components in Linear Dimension Reduction
For different linear dimension reduction methods like principal components analysis (PCA), independent components analysis (ICA) and supervised linear dimension reduction tests and estimates for the number of interesting components (ICs) are provided.
Authors:
ICtest_0.3-5.tar.gz
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ICtest.pdf |ICtest.html✨
ICtest/json (API)
# Install 'ICtest' in R: |
install.packages('ICtest', repos = c('https://klauschn.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/klauschn/ictest/issues
Last updated 18 hours agofrom:10f9d0c94a. Checks:1 OK, 11 NOTE. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 29 2025 |
R-4.5-win-x86_64 | NOTE | Mar 29 2025 |
R-4.5-mac-x86_64 | NOTE | Mar 29 2025 |
R-4.5-mac-aarch64 | NOTE | Mar 29 2025 |
R-4.5-linux-x86_64 | NOTE | Mar 29 2025 |
R-4.4-win-x86_64 | NOTE | Mar 29 2025 |
R-4.4-mac-x86_64 | NOTE | Mar 29 2025 |
R-4.4-mac-aarch64 | NOTE | Mar 29 2025 |
R-4.4-linux-x86_64 | NOTE | Mar 29 2025 |
R-4.3-win-x86_64 | NOTE | Mar 29 2025 |
R-4.3-mac-x86_64 | NOTE | Mar 29 2025 |
R-4.3-mac-aarch64 | NOTE | Mar 29 2025 |
Exports:componentscovSIRFOBIasympFOBIbootFOBIladleggladleplotggscreeplotICSbootladleladleplotNGPPNGPPestNGPPsimPCAasympPCAaugPCAbootPCAladlePCAschottrMUrOMEGArorthSIRasympSIRbootSIRladle
Dependencies:cliclueclustercolorspacecpp11crayonDBIdplyrfansifarverforcatsgenericsGGallyggplot2ggstatsgluegtablehmsICSICSNPisobandJADElabelinglatticelifecyclemagrittrMASSMatrixmgcvminqamitoolsmunsellmvtnormnlmenumDerivpatchworkpillarpkgconfigplyrpngprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadilloRcppRollrlangscalesstringistringrsurveysurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrxtszoo
Testing for the number of interesting components in ICA
Rendered fromICA.Rmd
usingknitr::rmarkdown
on Mar 29 2025.Last update: 2025-03-28
Started: 2025-03-28
Testing for the number of interesting components in PCA
Rendered fromPCA.Rmd
usingknitr::rmarkdown
on Mar 29 2025.Last update: 2025-03-28
Started: 2025-03-28
Testing for the number of interesting components in SIR
Rendered fromSIR.Rmd
usingknitr::rmarkdown
on Mar 29 2025.Last update: 2025-03-28
Started: 2025-03-28