Statistical properties of gene-gene correlations in omics experiments

DOI10.1016/j.spl.2014.11.026zbMath1320.62218OpenAlexW1974199925MaRDI QIDQ2343655

Weiwei Ouyang, Huai-Zhen Qin

Publication date: 6 May 2015

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2014.11.026

zbMATH Keywords

transcriptomicsproteomicsstochastic representationsdifferential magnitudestight clustering

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Nonparametric tolerance and confidence regions (62G15) Genetics and epigenetics (92D10) Paired and multiple comparisons; multiple testing (62J15)

Uses Software

• WGCNA

Cites Work

• The control of the false discovery rate in multiple testing under dependency.
• Significance analysis of microarrays applied to the ionizing radiation response
• A sharper Bonferroni procedure for multiple tests of significance
• Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
• Correlation and Large-Scale Simultaneous Significance Testing
• Assessing Differential Gene Expression with Small Sample Sizes in Oligonucleotide Arrays Using a Mean‐Variance Model
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