Bayesian identification of protein differential expression in multi-group isobaric labelled mass spectrometry data

DOI10.1515/sagmb-2012-0066zbMath1298.92041arXiv1407.6519OpenAlexW2088008662WikidataQ30844658 ScholiaQ30844658MaRDI QIDQ470303

Richard J. Boys, Howsun Jow, Darren J. Wilkinson

Publication date: 12 November 2014

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1407.6519

zbMATH Keywords

Bayesianproteomicsmass spectrometrydifferential protein expressionMS/MS

Mathematics Subject Classification ID

General biostatistics (92B15) Biochemistry, molecular biology (92C40)

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Uses Software

• BGX
• JAGS
• BayesDA

Cites Work

• Evolutionary stochastic search for Bayesian model exploration
• Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
• On Multivariate Normal Probabilities of Rectangles: Their Dependence on Correlations
• BGX: a fully Bayesian integrated approach to the analysis of Affymetrix GeneChip data
• A review of Bayesian variable selection methods: what, how and which
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