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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>.
Version: | 0.5.0 |
Depends: | lpSolve |
Published: | 2022-06-22 |
DOI: | 10.32614/CRAN.package.clime |
Author: | T. Tony Cai, Weidong Liu and Xi (Rossi) Luo |
Maintainer: | Xi (Rossi) Luo <xi.rossi.luo at gmail.com> |
License: | GPL-2 |
NeedsCompilation: | no |
Materials: | README ChangeLog |
CRAN checks: | clime results |
Reference manual: | clime.pdf |
Package source: | clime_0.5.0.tar.gz |
Windows binaries: | r-devel: clime_0.5.0.zip, r-release: clime_0.5.0.zip, r-oldrel: clime_0.5.0.zip |
macOS binaries: | r-release (arm64): clime_0.5.0.tgz, r-oldrel (arm64): clime_0.5.0.tgz, r-release (x86_64): clime_0.5.0.tgz, r-oldrel (x86_64): clime_0.5.0.tgz |
Old sources: | clime archive |
Reverse depends: | DensParcorr, growthrate |
Reverse imports: | HDTSA, TransGraph |
Reverse suggests: | lorec, pulsar |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.