spls: Sparse Partial Least Squares (SPLS) Regression and Classification
Provides functions for fitting a sparse partial least squares (SPLS) regression and classification (Chun and Keles (2010) <doi:10.1111/j.1467-9868.2009.00723.x>).
| Version: | 2.3-2 |
| Depends: | R (≥ 2.14) |
| Imports: | MASS, nnet, parallel, pls |
| Published: | 2025-06-30 |
| DOI: | 10.32614/CRAN.package.spls |
| Author: | Dongjun Chung [aut],
Hyonho Chun [aut],
Sunduz Keles [aut],
Valentin Todorov 
[cre] |
| Maintainer: | Valentin Todorov <valentin at todorov.at> |
| BugReports: | https://github.com/valentint/spls/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/valentint/spls |
| NeedsCompilation: | no |
| Materials: | README, ChangeLog |
| In views: | ChemPhys |
| CRAN checks: | spls results |
Documentation:
| Reference manual: | spls.html , spls.pdf |
| Vignettes: |
Sparse PLS (source, R code) |
Downloads:
| Package source: | spls_2.3-2.tar.gz |
| Windows binaries: | r-devel: spls_2.3-2.zip, r-release: spls_2.3-2.zip, r-oldrel: spls_2.3-2.zip |
| macOS binaries: | r-release (arm64): spls_2.3-2.tgz, r-oldrel (arm64): spls_2.3-2.tgz, r-release (x86_64): spls_2.3-2.tgz, r-oldrel (x86_64): spls_2.3-2.tgz |
| Old sources: | spls archive |
Reverse dependencies:
| Reverse imports: | bootPLS, enpls, rrcovHD, SelectBoost, sparselink |
| Reverse suggests: | caret, flowml, joinet, Patterns, subsemble, SuperLearner, superMICE |
Linking:
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