Description
A method for fitting the entire regularization path of the principal components lasso for linear and logistic regression models. The algorithm uses cyclic coordinate descent in a path-wise fashion. See URL below for more information on the algorithm. See Tay, K., Friedman, J. ,Tibshirani, R., (2014) 'Principal component-guided sparse regression' <arXiv:1810.04651>.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 |
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Rob Tibshirani <tibs@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jerome",
family = "Friedman",
role = "aut"),
person(given = "Kenneth",
family = "Tay",
role = "aut"),
person(given = "Robert",
family = "Tibshirani",
role = "aut"),
person(given = "Rob",
family = "Tibshirani",
role = "cre",
email = "tibs@stanford.edu"))
as necessary.
The Description field contains
regression' <arXiv:1810.04651>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Rob Tibshirani <tibs@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jerome",
family = "Friedman",
role = "aut"),
person(given = "Kenneth",
family = "Tay",
role = "aut"),
person(given = "Robert",
family = "Tibshirani",
role = "aut"),
person(given = "Rob",
family = "Tibshirani",
role = "cre",
email = "tibs@stanford.edu"))
as necessary.
The Description field contains
regression' <arXiv:1810.04651>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Rob Tibshirani <tibs@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jerome",
family = "Friedman",
role = "aut"),
person(given = "Kenneth",
family = "Tay",
role = "aut"),
person(given = "Robert",
family = "Tibshirani",
role = "aut"),
person(given = "
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Rob Tibshirani <tibs@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jerome",
family = "Friedman",
role = "aut"),
person(given = "Kenneth",
family = "Tay",
role = "aut"),
person(given = "Robert",
family = "Tibshirani",
role = "aut"),
person(given = "
NOTE
r-oldrel-macos-arm64
LazyData
'LazyData' is specified without a 'data' directory
NOTE
r-oldrel-macos-x86_64
LazyData
'LazyData' is specified without a 'data' directory
NOTE
r-oldrel-windows-x86_64
LazyData
'LazyData' is specified without a 'data' directory
Dependency Network
Version History
new
1.2
Mar 10, 2026