Package: gfiUltra 1.0.0

Stéphane Laurent

gfiUltra: Generalized Fiducial Inference for Ultrahigh-Dimensional Regression

Variable selection for ultrahigh-dimensional ("large p small n") linear Gaussian models using a fiducial framework allowing to draw inference on the parameters. Reference: Lai, Hannig & Lee (2015) <doi:10.1080/01621459.2014.931237>.

Authors:Stéphane Laurent [aut, cre]

gfiUltra_1.0.0.tar.gz
gfiUltra_1.0.0.zip(r-4.7-any)gfiUltra_1.0.0.zip(r-4.6-any)gfiUltra_1.0.0.zip(r-4.5-any)
gfiUltra_1.0.0.tgz(r-4.6-any)gfiUltra_1.0.0.tgz(r-4.5-any)
gfiUltra_1.0.0.tar.gz(r-4.7-any)gfiUltra_1.0.0.tar.gz(r-4.6-any)
gfiUltra_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gfiUltra/json (API)

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

Bug tracker:https://github.com/stla/gfiultra/issues

On CRAN:

Conda:

fiducial-distributionvariable-selection

3.00 score 2 stars 279 downloads 3 exports 19 dependencies

Last updated from:70b968155a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK111
source / vignettesOK140
linux-releaseOK106
macos-releaseOK111
macos-oldrelOK97
windows-develOK86
windows-releaseOK70
windows-oldrelOK75
wasm-releaseOK77

Exports:gfiConfIntgfiEstimatesgfiUltra

Dependencies:codetoolsdoParallelforeachgcdnetglmnetiteratorslatticelazyevalMatrixmsaenetmvtnormncvregnnetRcppRcppEigenrlangshapeSISsurvival