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

<p>Abstract</p> <p>Background</p> <p>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 prob...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Labouriau Rodrigo, de Abreu Gabriel CG, Edwards David
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BMC 2010-01-01
Cyfres:BMC Bioinformatics
Mynediad Ar-lein:http://www.biomedcentral.com/1471-2105/11/18
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!