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jeek  

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


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

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

Install by package version:
library("remotes")
install_version("jeek", "1.1.1")



Attach the package and use:
library("jeek")
Maintained by
Beilun Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-14
Latest Update: 2018-07-07
Description:
Provides a fast and scalable joint estimator for integrating additional knowledge in learning multiple related sparse Gaussian Graphical Models (JEEK). The JEEK algorithm can be used to fast estimate multiple related precision matrices in a large-scale. For instance, it can identify multiple gene networks from multi-context gene expression datasets. By performing data-driven network inference from high-dimensional and heterogeneous data sets, this tool can help users effectively translate aggregated data into knowledge that take the form of graphs among entities. Please run demo(jeek) to learn the basic functions provided by this package. For further details, please read the original paper: Beilun Wang, Arshdeep Sekhon, Yanjun Qi "A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models" (ICML 2018) .
How to cite:
Beilun Wang (2018). jeek: A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models. R package version 1.1.1, https://cran.r-project.org/web/packages/jeek. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2018-06-14 21:24), 1.1.0 (2018-07-03 21:30)
Other packages that cited jeek R package
View jeek citation profile
Other R packages that jeek depends, imports, suggests or enhances
Complete documentation for jeek
Functions, R codes and Examples using the jeek R package
Some associated functions: cancer . exampleData . exampleDataGraph . jeek-package . jeek . nip_37_data . plot.jeek . returngraph . 
Some associated R codes: Data.R . Plot.R . jeek-package.R . jeek.R .  Full jeek package functions and examples
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