Empirical Bayes analysis of unreplicated microarray data

DOI10.1007/S00180-008-0133-9zbMath1190.62011OpenAlexW2023892763MaRDI QIDQ964653

B. E. Eshmatov

Publication date: 22 April 2010

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-008-0133-9

zbMATH Keywords

MCMCtwo-way ANOVAheterogeneous errorMarkov chain Monte-Carlo

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Biochemistry, molecular biology (92C40) Numerical analysis or methods applied to Markov chains (65C40) Analysis of variance and covariance (ANOVA) (62J10) Empirical decision procedures; empirical Bayes procedures (62C12)

Uses Software

• EBarrays

Cites Work

• Unnamed Item
• Robbins, empirical Bayes and microarrays
• Significance analysis of microarrays applied to the ionizing radiation response
• Practical Markov Chain Monte Carlo
• Empirical Bayes Analysis of a Microarray Experiment
• Bayesian Models for Gene Expression With DNA Microarray Data
• Detecting Differentially Expressed Genes in Microarrays Using Bayesian Model Selection
• Importance of replication in microarray gene expression studies: Statistical methods and evidence from repetitive cDNA hybridizations

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