Elucidation of General and Condition-Dependent Gene Pathways Using Mixture Models and Bayesian Networks

Sandra Rodriguez-Zas; Younhee Ko

doi:10.1002/9783527638079.ch5

Elucidation of General and Condition-Dependent Gene Pathways Using Mixture Models and Bayesian Networks

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Original language	English (US)
Title of host publication	Applied Statistics for Network Biology
Subtitle of host publication	Methods in Systems Biology
Publisher	Wiley-VCH
Pages	91-103
Number of pages	13
Volume	1
ISBN (Print)	9783527327508
DOIs	https://doi.org/10.1002/9783527638079.ch5
State	Published - Apr 21 2011

Keywords

Bayesian network
Gene
Markov chain Monte Carlo
Mixture network
Network learning algorithm

ASJC Scopus subject areas

Biochemistry, Genetics and Molecular Biology(all)

Cite this

Rodriguez-Zas, S., & Ko, Y. (2011). Elucidation of General and Condition-Dependent Gene Pathways Using Mixture Models and Bayesian Networks. In Applied Statistics for Network Biology: Methods in Systems Biology (Vol. 1, pp. 91-103). Wiley-VCH. https://doi.org/10.1002/9783527638079.ch5

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Access to Document

10.1002/9783527638079.ch5