Describing high-order statistical dependence using “concurrence topology,” with application to functional MRI brain data
Work
Year: 2014
Type: article
Abstract: In multivariate data analysis dependence beyond pair-wise can be important.With many variables, however, the number of simple summaries of even third-order dependence can be unmanageably large."Concur... more
Authors Steven P. Ellis, Arno Klein
Institutions Columbia University, Sage Bionetworks
Cites: 45
Cited by: 9
Related to: 10
FWCI: 2.276
Citation percentile (by year/subfield): 58.17
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Open Access status: bronze