Package: BrokenAdaptiveRidge 1.0.2

BrokenAdaptiveRidge: Broken Adaptive Ridge Regression with Cyclops

Approximates best-subset selection (L0) regression with an iteratively adaptive Ridge (L2) penalty for large-scale models. This package uses Cyclops for an efficient implementation and the iterative method is described in Kawaguchi et al (2020) <doi:10.1002/sim.8438> and Li et al (2021) <doi:10.1016/j.jspi.2020.12.001>.

Authors:Marc A. Suchard [aut, cre], Eric Kawaguchi [aut], Ning Li [aut], Gang Li [aut], Observational Health Data Sciences and Informatics [cph]

BrokenAdaptiveRidge_1.0.2.tar.gz
BrokenAdaptiveRidge_1.0.2.zip(r-4.7)BrokenAdaptiveRidge_1.0.2.zip(r-4.6)BrokenAdaptiveRidge_1.0.2.zip(r-4.5)
BrokenAdaptiveRidge_1.0.2.tgz(r-4.6-any)BrokenAdaptiveRidge_1.0.2.tgz(r-4.5-any)
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BrokenAdaptiveRidge_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
BrokenAdaptiveRidge/json (API)
NEWS

# Install 'BrokenAdaptiveRidge' in R:
install.packages('BrokenAdaptiveRidge', repos = c('https://msuchard.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 7 scripts 282 downloads 2 exports 40 dependencies

Last updated from:be31a4e56a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK145
source / vignettesOK174
linux-release-x86_64OK160
macos-release-arm64OK88
macos-oldrel-arm64OK84
windows-develOK131
windows-releaseOK93
windows-oldrelOK92
wasm-releaseOK111

Exports:createBarPriorcreateFastBarPrior

Dependencies:Andromedabitbit64blobclicpp11CyclopsDBIdbplyrdplyrduckdbgenericsgluejsonlitelatticelifecyclemagrittrMatrixmemuseParallelLoggerpillarpkgconfigpurrrR6RcppRcppEigenrlangrstudioapisnowstringistringrsurvivaltibbletidyrtidyselectutf8vctrswithrxml2zip