Other packages > Find by keyword >

sglasso  

Lasso Method for RCON(V,E) Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sglasso", "1.2.6")



Attach the package and use:
library("sglasso")
Maintained by
Luigi Augugliaro
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-04-23
Latest Update: 2023-12-03
Description:
RCON(V, E) models are a kind of restriction of the Gaussian Graphical Models defined by a set of equality constraints on the entries of the concentration matrix. 'sglasso' package implements the structured graphical lasso (sglasso) estimator proposed in Abbruzzo et al. (2014) for the weighted l1-penalized RCON(V, E) model. Two cyclic coordinate algorithms are implemented to compute the sglasso estimator, i.e. a cyclic coordinate minimization (CCM) and a cyclic coordinate descent (CCD) algorithm.
How to cite:
Luigi Augugliaro (2014). sglasso: Lasso Method for RCON(V,E) Models. R package version 1.2.6, https://cran.r-project.org/web/packages/sglasso. Accessed 28 Jan. 2025.
Previous versions and publish date:
1.0-0 (2014-04-23 19:51), 1.0-1 (2014-06-17 09:29), 1.1-0 (2014-09-22 17:31), 1.1-1 (2015-04-02 17:52), 1.2.1 (2015-06-04 11:45), 1.2.2 (2015-12-03 13:28), 1.2.3 (2018-05-26 15:24), 1.2.4 (2019-12-05 10:10), 1.2.5 (2022-09-22 18:40), 1.2 (2015-05-04 23:28)
Other packages that cited sglasso R package
View sglasso citation profile
Other R packages that sglasso depends, imports, suggests or enhances
Complete documentation for sglasso
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

MetaIntegration  
Ensemble Meta-Prediction Framework
An ensemble meta-prediction framework to integrate multiple regression models into a current study. ...
Download / Learn more Package Citations See dependency  
fontcm  
Computer Modern font for use with extrafont package
Computer Modern font for use with extrafont package ...
Download / Learn more Package Citations See dependency  
eiopaR  
Access to RFR (Risk-Free Rate) Curves Produced by the EIOPA
Provides EIOPA (European Insurance And Occupational Pensions Authority) risk-free rates. Please note ...
Download / Learn more Package Citations See dependency  
fabMix  
Overfitting Bayesian Mixtures of Factor Analyzers with Parsimonious Covariance and Unknown Number of Components
Model-based clustering of multivariate continuous data using Bayesian mixtures of factor analyzers ( ...
Download / Learn more Package Citations See dependency  
easyPubMed  
Search and Retrieve Scientific Publication Records from PubMed
Query NCBI Entrez and retrieve PubMed records in XML or text format. Process PubMed records by extra ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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