Other packages > Find by keyword >

cglasso  

Conditional Graphical LASSO for Gaussian Graphical Models with Censored and Missing Values
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cglasso", "2.0.7")



Attach the package and use:
library("cglasso")
Maintained by
Luigi Augugliaro
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-09-15
Latest Update: 2023-01-17
Description:
Conditional graphical lasso estimator is an extension of the graphical lasso proposed to estimate the conditional dependence structure of a set of p response variables given q predictors. This package provides suitable extensions developed to study datasets with censored and/or missing values. Standard conditional graphical lasso is available as a special case. Furthermore, the package provides an integrated set of core routines for visualization, analysis, and simulation of datasets with censored and/or missing values drawn from a Gaussian graphical model. Details about the implemented models can be found in Augugliaro et al. (2023) , Augugliaro et al. (2020b) , Augugliaro et al. (2020a) , Yin et al. (2001) and Stadler et al. (2012) .
How to cite:
Luigi Augugliaro (2018). cglasso: Conditional Graphical LASSO for Gaussian Graphical Models with Censored and Missing Values. R package version 2.0.7, https://cran.r-project.org/web/packages/cglasso. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2018-09-15 01:22), 1.1.0 (2018-09-19 09:30), 1.1.1 (2019-06-11 09:20), 1.1.2 (2020-07-21 09:10), 2.0.0 (2021-01-05 17:20), 2.0.1 (2021-01-11 17:00), 2.0.2 (2021-01-21 18:20), 2.0.3 (2021-04-06 17:50), 2.0.4 (2021-04-09 10:20), 2.0.5 (2022-05-27 14:40), 2.0.6 (2023-01-17 18:00)
Other packages that cited cglasso R package
View cglasso citation profile
Other R packages that cglasso depends, imports, suggests or enhances
Complete documentation for cglasso
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

Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
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  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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