Other packages > Find by keyword >

fasjem  

A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fasjem", "1.1.2")



Attach the package and use:
library("fasjem")
Maintained by
Beilun Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-21
Latest Update:
Description:
This is an R implementation of "A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models" (FASJEM). The FASJEM algorithm can be used to estimate multiple related precision matrices. For instance, it can identify context-specific gene networks from multi-context gene expression datasets. By performing data-driven network inference from high-dimensional and heterogonous data sets, this tool can help users effectively translate aggregated data into knowledge that take the form of graphs among entities. Please run demo(fasjem) to learn the basic functions provided by this package. For more details, please see .
How to cite:
Beilun Wang (2017). fasjem: A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models. R package version 1.1.2, https://cran.r-project.org/web/packages/fasjem. Accessed 28 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:37), 1.0.0 (2017-04-21 20:27), 1.1.0 (2017-05-25 23:13), 1.1.1 (2017-07-12 18:11), 1.1.2 (2017-08-01 07:05)
Other packages that cited fasjem R package
View fasjem citation profile
Other R packages that fasjem depends, imports, suggests or enhances
Complete documentation for fasjem
Functions, R codes and Examples using the fasjem R package
Some associated functions: exampleData . fasjem-package . fasjem . net.degree . net.edges . net.hubs . net.neighbors . plot.fasjem . 
Some associated R codes: fasjem.R . net.degree.R . net.edges.R . net.hubs.R . net.neighbors.R .  Full fasjem package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
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  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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