Other packages > Find by keyword >

clime  

Constrained L1-Minimization for Inverse (Covariance) Matrix Estimation
View on CRAN: Click here


Download and install clime package within the R console
Install from CRAN:
install.packages("clime")

Install from Github:
library("remotes")
install_github("cran/clime")

Install by package version:
library("remotes")
install_version("clime", "0.5.0")



Attach the package and use:
library("clime")
Maintained by
Xi (Rossi) Luo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-02-03
Latest Update: 2022-06-22
Description:
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) .
How to cite:
Xi (Rossi) Luo (2011). clime: Constrained L1-Minimization for Inverse (Covariance) Matrix Estimation. R package version 0.5.0, https://cran.r-project.org/web/packages/clime. Accessed 10 Mar. 2026.
Previous versions and publish date:
0.2 (2011-02-03 09:18), 0.3 (2011-07-23 22:15), 0.4.1 (2012-05-06 17:35)
Other packages that cited clime R package
View clime citation profile
Other R packages that clime depends, imports, suggests or enhances
Complete documentation for clime
Functions, R codes and Examples using the clime R package
Some associated functions: clime-internal . clime . cv.clime . print.clime . print.cv.clime . 
Some associated R codes: clime.R . cv.clime.R . cv.part.R . likelihood.R . linprogPD.R . linprogS.R . print.clime.R . print.cv.clime.R . tracel2.R .  Full clime package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA