| Authors: | Gabriel C. G. Abreu, Rodrigo Labouriau, David Edwards |
| Title: | [download] (2260)High-Dimensional Graphical Model Search with the gRapHD R Package |
| Reference: | Vol. 37, Issue 1, Nov 2010 Submitted 2009-08-19, Accepted 2010-08-23 |
| Type: | Article |
| Abstract: | This paper presents the R package gRapHD for efficient selection of high-dimensional undirected graphical models. The package provides tools for selecting trees, forests, and decomposable models minimizing information criteria such as AIC or BIC, and for displaying the independence graphs of the models. It has also some useful tools for analysing graphical structures. It supports the use of discrete, continuous, or both types of variables. |
| Paper: | [download] (2260)High-Dimensional Graphical Model Search with the gRapHD R Package (application/pdf, 2.4 MB) |
| Supplements: | [download] (279)gRapHD_0.2.0.tar.gz: R source package (application/x-gzip, 106.8 KB) |
| [download] (304)v37i01.R: R example code from the paper (application/octet-stream, 8.4 KB) |
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| [download] (280)HapMap.rda: Example data in R binary format (application/octet-stream, 17.9 KB) |
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| [download] (309)periodontitis.rda: Example data in R binary format (application/octet-stream, 730.1 KB) |
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| Resources: | BibTeX | OAI |
