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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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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Labouriau Rodrigo, de Abreu Gabriel CG, Edwards David
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: BMC 2010-01-01
Saila:BMC Bioinformatics
Sarrera elektronikoa:http://www.biomedcentral.com/1471-2105/11/18
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