GGMselect (version 0.1-12.7)

Gaussian Graphs Models Selection

Description

Graph estimation in Gaussian Graphical Models, following the method developed by C. Giraud, S. Huet and N. Verzelen (2012) . The main functions return the adjacency matrix of an undirected graph estimated from a data matrix.

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Version

Install

install.packages('GGMselect')

Monthly Downloads

786

Version

0.1-12.7

License

GPL (>= 3)

Maintainer

Benjamin Auder

Last Published

August 31st, 2023

Functions in GGMselect (0.1-12.7)

selectMyFam

Select a graph within a given family of graphs in Gaussian Graphical Modeling.

GGMselect-package

Gaussian Graphs Models selection

selectFast

Estimate a graph in a Gaussian Graphical Model: Fast procedure

simulateGraph

Generate sparse Gaussian Graphical Models

selectQE

Estimate a graph in a Gaussian Graphical Model: Quasi Exhaustive search

penalty

Penalty function

convertGraph

Convert graphs into adjacency matrices