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r / packages / r-fasjem

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 <http://proceedings.mlr.press/v54/wang17e/wang17e.pdf>.

Type Size Name Uploaded Downloads Labels
conda 368.9 kB | noarch/r-fasjem-1.1.2-r43h142f84f_0.tar.bz2  11 months and 27 days ago 19 main
conda 368.5 kB | noarch/r-fasjem-1.1.2-r42h142f84f_0.tar.bz2  2 years and 6 months ago 49 main
conda 368.1 kB | noarch/r-fasjem-1.1.2-r36h6115d3f_0.tar.bz2  4 years and 10 months ago 110 main

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