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.

Author
Safiye Celik
Date of publication
2014-11-05 13:33:01
Maintainer
Safiye Celik <safiye@cs.washington.edu>
License
GPL (>= 2)
Version
1.1
URLs

View on CRAN

Man pages

MGL
Module network inference

Files in this package

MGL
MGL/inst
MGL/inst/CITATION
MGL/src
MGL/src/MGL.c
MGL/NAMESPACE
MGL/R
MGL/R/MGL.R
MGL/MD5
MGL/DESCRIPTION
MGL/man
MGL/man/MGL.Rd