Selecting high-dimensional mixed graphical models using minimal AIC or BIC forests

BACKGROUND: Chow and Liu showed that the maximum likelihood tree for multivariate discrete distributions may be found using a maximum weight spanning tree algorithm, for example Kruskal's algorithm. The efficiency of the algorithm makes it tractable for high-dimensional problems. RESULTS: We ex...

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Bibliografiske detaljer
Main Authors: Edwards, David, de Abreu, Gabriel CG, Labouriau, Rodrigo
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2010
Fag:
Methodology article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2823705/
https://ncbi.nlm.nih.gov/pubmed/20064242
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-18
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