A Bayesian hierarchical model for inference across related reverse phase protein arrays experiments

We consider inference for functional proteomics experiments that record protein activation over time following perturbation under different dose levels of several drugs. The main inference goal is the dependence structure of the selected proteins. A critical challenge is the lack of sufficient data...

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Bibliographische Detailangaben
Veröffentlicht in:Journal of applied statistics. - 1991. - 41(2014), 11 vom: 21., Seite 2483-2492
1. Verfasser: Mitra, Riten (VerfasserIn)
Weitere Verfasser: Müller, Peter, Ji, Yuan, Zhu, Yitan, Mills, Gordon, Lu, Yiling
Format: Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:Journal of applied statistics
Schlagworte:Journal Article Bayesian graphical hierarchical model protein networks timecourse