Describing High-Order Statistical Dependence Using "Concurrence Topology", with Application to Functional MRI Brain Data

Steven P. Ellis, Arno Klein

For multivariate data, dependence beyond pair-wise can be important. This is true, for example, in using functional MRI (fMRI) data to investigate brain functional connectivity. Wh…