lassopv
Nonparametric P-Value Estimation for Predictors in Lasso
Description
Estimate the p-values for predictors x against target variable y in lasso regression, using the regularization strength when each predictor enters the active set of regularization path for the first time as the statistic. This is based on the assumption that predictors (of the same variance) that (first) become active earlier tend to be more significant. Three null distributions are supported: normal and spherical, which are computed separately for each predictor and analytically under approximation, which aims at efficiency and accuracy for small p-values.
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CRAN Check Status
Show all 14 flavors
| 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 | 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 details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Lingfei Wang <Lingfei.Wang.github@outlook.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Lingfei",
family = "Wang",
role = c("aut", "cre"),
email = "Lingfei.Wang.github@outlook.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Lingfei Wang <Lingfei.Wang.github@outlook.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Lingfei",
family = "Wang",
role = c("aut", "cre"),
email = "Lingfei.Wang.github@outlook.com")
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Lingfei Wang <Lingfei.Wang.github@outlook.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Lingfei",
family = "Wang",
role = c("aut", "cre"),
email = "Lingfei.Wang.github@outlook.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Lingfei Wang <Lingfei.Wang.github@outlook.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Lingfei",
family = "Wang",
role = c("aut", "cre"),
email = "Lingfei.Wang.github@outlook.com")
as necessary.