Bayesian Semiparametric Models for Heterogeneous Cross-platform Differential Gene Expression

Bayesian Semiparametric Models for Heterogeneous Cross-platform Differential Gene Expression

We are concerned with testing for differential expression and consider three different aspects of such testing procedures. First, we develop an exact ANOVA type model for discrete gene expression data, produced by technologies such as a Massively Parallel Signature Sequencing (MPSS), Serial Analysis...

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Bibliographic Details
Main Author: Dhavala, Soma Sekhar
Other Authors: Mallick, Bani K.
Format: Others
Language:en_US
Published: 2012
Subjects:
Bayesian Models
Generalized linear models
Semiparametric models
Dirichlet process
Meta-analysis
Multiple hypothesis testing
Bioinformatics
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2010-12-8659

Internet

http://hdl.handle.net/1969.1/ETD-TAMU-2010-12-8659

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