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Statistical Inference and Reverse Engineering of Gene Regulatory Networks from Observational Expression Data

In this paper, we present a systematic and conceptual overview of methods for inferring gene regulatory networks from observational gene expression data. Further, we discuss two classic approaches to infer causal structures and compare them with contemporary methods by providing a conceptual categor...

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Bibliografiske detaljer
Main Authors: Emmert-Streib, Frank, Glazko, Galina V., Altay, Gökmen, de Matos Simoes, Ricardo
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Research Foundation 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3271232/
https://ncbi.nlm.nih.gov/pubmed/22408642
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2012.00008
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