Tail Posterior Probability for Inference in Pairwise and Multiclass Gene Expression Data

DOI10.1111/j.1541-0420.2007.00807.xzbMath1141.62084OpenAlexW2079783210WikidataQ31140028 ScholiaQ31140028MaRDI QIDQ5449910

Natalia A. Bochkina, Sylvia Richardson

Publication date: 19 March 2008

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1541-0420.2007.00807.x

zbMATH Keywords

differential expressionmicroarray gene expressioncompound hypothesisequivalence of Bayesian and frequentist inferencemulticlass datatail posterior probability

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Biochemistry, molecular biology (92C40)

Related Items (3)

Coherent Frequentism: A Decision Theory Based on Confidence Sets ⋮ Shrinkage estimation of effect sizes as an alternative to hypothesis testing followed by estimation in high-dimensional biology: applications to differential gene expression ⋮ Controlling False Discoveries in Multidimensional Directional Decisions, with Applications to Gene Expression Data on Ordered Categories

Uses Software

• WinBUGS

Cites Work

• Biostatistics and Bayes. With comments and a rejoinder by the author
• Analyzing Microarray Gene Expression Data
• Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
• Optimal Sample Size for Multiple Testing
• A Direct Approach to False Discovery Rates
• Bayesian Modeling of Differential Gene Expression
• Bayesian Robust Inference for Differential Gene Expression in Microarrays with Multiple Samples
• Parameterization and Bayesian Modeling
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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