Fast R Functions for Robust Correlations and Hierarchical Clustering

Many high-throughput biological data analyses require the calculation of large correlation matrices and/or clustering of a large number of objects. The standard R function for calculating Pearson correlation can handle calculations without missing values efficiently, but is inefficient when applied...

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Bibliographic Details

Published in:	Journal of statistical software Vol. 46; no. 11
Main Authors:	Langfelder, Peter, Horvath, Steve
Format:	Journal Article
Language:	English
Published:	United States Foundation for Open Access Statistics 01.03.2012
Subjects:	hierarchical clustering Pearson correlation robust correlation
ISSN:	1548-7660, 1548-7660
Online Access:	Get full text
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