Integrative correlation: properties and relation to canonical correlations

DOI10.1016/j.jmva.2013.09.011zbMath1278.62087OpenAlexW1984381691WikidataQ41243909 ScholiaQ41243909MaRDI QIDQ391939

Giovanni Parmigiani, Leslie Cope, Daniel Q. Naiman

Publication date: 13 January 2014

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4447241

zbMATH Keywords

bioinformaticscorrelationsgene expressionsreproducibilitycross-study validation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Characterization and structure theory of statistical distributions (62E10)

Uses Software

• Bioconductor
• RankProd

Cites Work

• Cross-study validation and combined analysis of gene expression microarray data
• A Theorem on Least Squares and Vector Correlation in Multivariate Linear Regressions

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