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Learning transcriptional regulatory networks from high throughput gene expression data using continuous three-way mutual information

BACKGROUND: Probability based statistical learning methods such as mutual information and Bayesian networks have emerged as a major category of tools for reverse engineering mechanistic relationships from quantitative biological data. In this work we introduce a new statistical learning strategy, MI...

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Detalles Bibliográficos
Autores principales: Luo, Weijun, Hankenson, Kurt D, Woolf, Peter J
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2613931/
https://www.ncbi.nlm.nih.gov/pubmed/18980677
http://dx.doi.org/10.1186/1471-2105-9-467