Package: clime 0.5.0

clime: Constrained L1-Minimization for Inverse (Covariance) Matrix Estimation

A robust constrained L1 minimization method for estimating a large sparse inverse covariance matrix (aka precision matrix), and recovering its support for building graphical models. The computation uses linear programming. The method was published in TT Cai, W Liu, X Luo (2011) <doi:10.1198/jasa.2011.tm10155>.

Authors:T. Tony Cai, Weidong Liu and Xi Luo

clime_0.5.0.tar.gz
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clime_0.5.0.tgz(r-4.4-any)clime_0.5.0.tgz(r-4.3-any)
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clime.pdf |clime.html
clime/json (API)

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

Peer review:

Bug tracker:https://github.com/rluo/clime/issues

On CRAN:

4 exports 1.60 score 1 dependencies 4 dependents 28 scripts 407 downloads

Last updated 2 years agofrom:b718cf6dec. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 06 2024
R-4.5-winOKSep 06 2024
R-4.5-linuxOKSep 06 2024
R-4.4-winOKSep 06 2024
R-4.4-macOKSep 06 2024
R-4.3-winOKSep 06 2024
R-4.3-macOKSep 06 2024

Exports:climecv.climelikelihoodtracel2

Dependencies:lpSolve