A higher-order generalized singular value decomposition for comparison of global mRNA expression from multiple organisms.

The number of high-dimensional datasets recording multiple aspects of a single phenomenon is increasing in many areas of science, accompanied by a need for mathematical frameworks that can compare multiple large-scale matrices with different row dimensions. The only such framework to date, the gener...

Full description

Bibliographic Details
Main Authors: Sri Priya Ponnapalli, Michael A Saunders, Charles F Van Loan, Orly Alter
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3245232?pdf=render