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folda

Forward Stepwise Discriminant Analysis with Pillai's Trace

v0.2.0 · Oct 29, 2024 · MIT + file LICENSE

Description

A novel forward stepwise discriminant analysis framework that integrates Pillai's trace with Uncorrelated Linear Discriminant Analysis (ULDA), providing an improvement over traditional stepwise LDA methods that rely on Wilks' Lambda. A stand-alone ULDA implementation is also provided, offering a more general solution than the one available in the 'MASS' package. It automatically handles missing values and provides visualization tools. For more details, see Wang (2024) <doi:10.48550/arXiv.2409.03136>.

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CRAN Check Status

13 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

PDF version of manual

Rd conversion errors:
Converting parsed Rd's to LaTeX Warning in file(out, "wt") :
  cannot open file '/tmp/RtmpXEFeZU/ltxebf0c17bad978/getChiSqStat.tex': No space left on device
Error in file(out, "wt") : cannot open the connection
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 32.1Mb
  sub-directories of 1Mb or more:
    libs  31.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 33.8Mb
  sub-directories of 1Mb or more:
    libs  33.1Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/folda.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 32.1Mb
  sub-directories of 1Mb or more:
    libs  31.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 33.8Mb
  sub-directories of 1Mb or more:
    libs  33.1Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 32.1Mb
  sub-directories of 1Mb or more:
    libs  31.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 33.8Mb
  sub-directories of 1Mb or more:
    libs  33.1Mb

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies ggplot2 Rcpp LDATree folda

Version History

3 tracked
new 0.2.0 Mar 10, 2026
updated 0.2.0 ← 0.1.0 diff Oct 28, 2024
new 0.1.0 Sep 10, 2024