MGL (version 1.1)

Module Graphical Lasso

Description

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.

Copy Link

Version

Down Chevron

Install

install.packages('MGL')

Monthly Downloads

129

Version

1.1

License

GPL (>= 2)

Maintainer

Last Published

November 5th, 2014

Functions in MGL (1.1)