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Enumerating the Junction Trees of a Decomposable Graph
| Content Provider | Scilit |
|---|---|
| Author | Thomas, Alun Green, Peter J. |
| Copyright Year | 2009 |
| Description | We derive methods for enumerating the distinct junction tree representations for any given decomposable graph. We discuss the relevance of the method to estimating conditional independence graphs of graphical models and give an algorithm that, given a junction tree, will generate uniformly at random a tree from the set of those that represent the same graph. Programs implementing these methods are included as supplemental material. |
| Related Links | http://europepmc.org/articles/pmc2963453?pdf=render https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2963453/pdf |
| Ending Page | 940 |
| Page Count | 11 |
| Starting Page | 930 |
| ISSN | 10618600 |
| e-ISSN | 15372715 |
| DOI | 10.1198/jcgs.2009.07129 |
| Journal | Journal of Computational and Graphical Statistics |
| Issue Number | 4 |
| Volume Number | 18 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2009-01-01 |
| Access Restriction | Open |
| Subject Keyword | Statistics and Probability Triangulated Graphs Graphical Models Markov Chain Monte Carlo Methods. Running Title: Enumerating Junction Trees Chordal Graphs Bioinformatics Graphical Model Markov Chain Conditional Independence Chordal Graph Biomedical Research |
| Content Type | Text |
| Resource Type | Article |
| Subject | Statistics and Probability Discrete Mathematics and Combinatorics Statistics, Probability and Uncertainty |
