A full bayesian approach for boolean genetic network inference.

Boolean networks are a simple but efficient model for describing gene regulatory systems. A number of algorithms have been proposed to infer Boolean networks. However, these methods do not take full consideration of the effects of noise and model uncertainty. In this paper, we propose a full Bayesia...

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Bibliographic Details
Main Authors: Shengtong Han, Raymond K W Wong, Thomas C M Lee, Linghao Shen, Shuo-Yen R Li, Xiaodan Fan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4281059?pdf=render