Other packages > Find by keyword >

covdepGE  

Covariate Dependent Graph Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("covdepGE", "1.0.1")



Attach the package and use:
library("covdepGE")
Maintained by
Jacob Helwig
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-24
Latest Update: 2022-09-16
Description:
A covariate-dependent approach to Gaussian graphical modeling as described in Dasgupta et al. (2022). Employs a novel weighted pseudo-likelihood approach to model the conditional dependence structure of data as a continuous function of an extraneous covariate. The main function, covdepGE::covdepGE(), estimates a graphical representation of the conditional dependence structure via a block mean-field variational approximation, while several auxiliary functions (inclusionCurve(), matViz(), and plot.covdepGE()) are included for visualizing the resulting estimates.
How to cite:
Jacob Helwig (2022). covdepGE: Covariate Dependent Graph Estimation. R package version 1.0.1, https://cran.r-project.org/web/packages/covdepGE. Accessed 11 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:28), 1.0.0 (2022-08-24 10:22), 1.0.1 (2022-09-16 17:56)
Other packages that cited covdepGE R package
View covdepGE citation profile
Other R packages that covdepGE depends, imports, suggests or enhances
Complete documentation for covdepGE
Functions, R codes and Examples using the covdepGE R package
Some associated functions: covdepGE-package . covdepGE . generateData . inclusionCurve . matViz . plot.covdepGE . 
Some associated R codes: RcppExports.R . cavi.R . covdepGE_package.R . data.R . main.R . plots.R . weights.R .  Full covdepGE package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lactcurves  
Lactation Curve Parameter Estimation
AllCurves() runs multiple lactation curve models and extracts selection criteria for each model. Th ...
Download / Learn more Package Citations See dependency  
gprofiler2  
Interface to the 'g:Profiler' Toolset
A toolset for functional enrichment analysis and visualization, gene/protein/SNP identifier conversi ...
Download / Learn more Package Citations See dependency  
Rssa  
A Collection of Methods for Singular Spectrum Analysis
Methods and tools for Singular Spectrum Analysis including decomposition, forecasting and gap-filli ...
Download / Learn more Package Citations See dependency  
phonenumber  
Convert Letters to Numbers and Back as on a Telephone Keypad
Convert English letters to numbers or numbers to English letters as on a telephone keypad. When con ...
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  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

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