MGL: Module Graphical Lasso

An aggressive dimensionality reduction and network estimation technique for a high-dimensional Gaussian graphical model (GGM). Please refer to: Efficient Dimensionality Reduction for High-Dimensional Network Estimation, Safiye Celik, Benjamin A. Logsdon, Su-In Lee, Proceedings of The 31st International Conference on Machine Learning, 2014, p. 1953--1961.

Getting started

Package details

AuthorSafiye Celik
MaintainerSafiye Celik <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the MGL package in your browser

Any scripts or data that you put into this service are public.

MGL documentation built on May 30, 2017, 4:18 a.m.