Other packages > Find by keyword >

diffee  

Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("diffee", "1.1.0")



Attach the package and use:
library("diffee")
Maintained by
Beilun Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-03-06
Latest Update: 2018-07-03
Description:
This is an R implementation of Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure (DIFFEE). The DIFFEE algorithm can be used to fast estimate the differential network between two related datasets. For instance, it can identify differential gene network from datasets of case and control. By performing data-driven network inference from two high-dimensional data sets, this tool can help users effectively translate two aggregated data blocks into knowledge of the changes among entities between two Gaussian Graphical Model. Please run demo(diffeeDemo) to learn the basic functions provided by this package. For further details, please read the original paper: Beilun Wang, Arshdeep Sekhon, Yanjun Qi (2018) .
How to cite:
Beilun Wang (2018). diffee: Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure. R package version 1.1.0, https://cran.r-project.org/web/packages/diffee. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2018-03-06 19:59), 1.1.0 (2018-07-03 21:50)
Other packages that cited diffee R package
View diffee citation profile
Other R packages that diffee depends, imports, suggests or enhances
Complete documentation for diffee
Functions, R codes and Examples using the diffee R package
Some associated functions: cancer . diffee-package . diffee . exampleData . exampleData500 . exampleDataGraph . nip_37_data . plot.diffee . returngraph . 
Some associated R codes: Data.R . Plot.R . diffee-package.R . diffee.R .  Full diffee package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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