Control of the FWER in Multiple Testing Under Dependence

DOI10.1080/03610910902936281zbMath1175.62057OpenAlexW2113790670MaRDI QIDQ3645003

David Causeur, Chloé Friguet, Maela Kloareg

Publication date: 16 November 2009

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910902936281

zbMATH Keywords

factor analysisfamily-wise error rategene expression datamicroarray experimentsmultiple-hypothesis testingnon-discovery rate

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Paired and multiple comparisons; multiple testing (62J15)

Related Items (1)

Empirical Frequency Band Analysis of Nonstationary Time Series

Uses Software

• mvtnorm
• multtest
• FAMT

Cites Work

• Control of the mean number of false discoveries, Bonferroni and stability of multiple testing
• EM algorithms for ML factor analysis
• Multiple hypothesis testing in microarray experiments.
• Simultaneous confidence intervals for differential gene expressions
• Diverse correlation structures in gene expression data and their utility in improving statistical inference
• Correlation and Large-Scale Simultaneous Significance Testing
• Statistical significance for genomewide studies
• Estimating the Proportion of True Null Hypotheses, with application to DNA Microarray Data

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