Statistical Properties of Multivariate Distance Matrix Regression for High Dimensional Data Analysis

Multivariate distance matrix regression (MDMR) analysis is a statistical technique that allows researchers to relate P variables to an additional M factors collected on N individuals, where P>>N. The technique can be applied to a number of research settings involving high dimensional d...

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Bibliographic Details
Main Authors: Nicholas J Schork, Matthew A Zapala
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-09-01
Series:Frontiers in Genetics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fgene.2012.00190/full