Other packages > Find by keyword >

mglasso  

Multiscale Graphical Lasso
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mglasso", "0.1.2")



Attach the package and use:
library("mglasso")
Maintained by
Edmond Sanou
[Scholar Profile | Author Map]
First Published: 2022-02-21
Latest Update: 2022-09-08
Description:
Inference of Multiscale graphical models with neighborhood selection approach. The method is based on solving a convex optimization problem combining a Lasso and fused-group Lasso penalties. This allows to infer simultaneously a conditional independence graph and a clustering partition. The optimization is based on the Continuation with Nesterov smoothing in a Shrinkage-Thresholding Algorithm solver (Hadj-Selem et al. 2018) implemented in python.
How to cite:
Edmond Sanou (2022). mglasso: Multiscale Graphical Lasso. R package version 0.1.2, https://cran.r-project.org/web/packages/mglasso. Accessed 11 Apr. 2025.
Previous versions and publish date:
0.1.1 (2022-02-21 09:20)
Other packages that cited mglasso R package
View mglasso citation profile
Other R packages that mglasso depends, imports, suggests or enhances
Complete documentation for mglasso
Functions, R codes and Examples using the mglasso R package
Some associated functions: adj_mat . beta_ols . beta_to_vector . conesta . cost . dist_beta . fun_lines . image_sparse . install_pylearn_parsimony . merge_clusters . mglasso . plot_clusterpath . plot_mglasso . precision_to_regression . symmetrize . 
Some associated R codes: conesta.R . fun_lines.R . install_python_deps.R . mglasso.R . plot.R . utils.R . zzz.R .  Full mglasso package functions and examples
Downloads during the last 30 days
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/10Downloads for mglasso024681012141618TrendBars

Today's Hot Picks in Authors and Packages

GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  
multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
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  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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