Package: GGMselect 0.1-12.7

Benjamin Auder

GGMselect: Gaussian Graphs Models Selection

Graph estimation in Gaussian Graphical Models, following the method developed by C. Giraud, S. Huet and N. Verzelen (2012) <doi:10.1515/1544-6115.1625>. The main functions return the adjacency matrix of an undirected graph estimated from a data matrix.

Authors:Annie Bouvier, Christophe Giraud, Sylvie Huet, Nicolas Verzelen.

GGMselect_0.1-12.7.tar.gz
GGMselect_0.1-12.7.tar.gz(r-4.5-noble)GGMselect_0.1-12.7.tar.gz(r-4.4-noble)
GGMselect_0.1-12.7.tgz(r-4.4-emscripten)GGMselect_0.1-12.7.tgz(r-4.3-emscripten)
GGMselect.pdf |GGMselect.html✨
GGMselect/json (API)

# Install 'GGMselect' in R:

install.packages('GGMselect', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

openblas– Optimized BLAS

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

6 exports 1 stars 1.51 score 3 dependencies 1 dependents 4 mentions 50 scripts 504 downloads

Last updated 1 years agofrom:c2821602fa. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Aug 25 2024
R-4.5-linux-x86_64	OK	Aug 25 2024

Exports:convertGraph penalty selectFast selectMyFam selectQE simulateGraph

Dependencies:gtools lars mvtnorm

GGMselect: Introduction and User Guide

Rendered fromNotice.Rnwusingutils::Sweaveon Aug 25 2024.

Last update: 2017-04-19
Started: 2013-12-12

Citation

Readme and manuals

Help Manual

Help page	Topics
Gaussian Graphs Models selection	GGMselect-package GGMselect
Convert graphs into adjacency matrices	convertGraph
Penalty function	penalty
Estimate a graph in a Gaussian Graphical Model: Fast procedure	selectFast
Select a graph within a given family of graphs in Gaussian Graphical Modeling.	selectMyFam
Estimate a graph in a Gaussian Graphical Model: Quasi Exhaustive search	selectQE
Generate sparse Gaussian Graphical Models	simulateGraph