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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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0.1-12.7
0.1-12.6
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Install
install.packages('GGMselect')
Monthly Downloads
505
Version
0.1-12.7
License
GPL (>= 3)
Maintainer
Benjamin Auder
Last Published
August 31st, 2023
Functions in GGMselect (0.1-12.7)
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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