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A Hierarchical Poisson Log-Normal Model for Network Inference from RNA Sequencing Data

Gene network inference from transcriptomic data is an important methodological challenge and a key aspect of systems biology. Although several methods have been proposed to infer networks from microarray data, there is a need for inference methods able to model RNA-seq data, which are count-based an...

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Detalhes bibliográficos
Main Authors: Gallopin, Mélina, Rau, Andrea, Jaffrézic, Florence
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3798343/
https://ncbi.nlm.nih.gov/pubmed/24147011
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0077503
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