Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering

Gautier Marti, Sebastien Andler, Frank Nielsen +1

We propose a methodology to explore and measure the pairwise correlations that exist between variables in a dataset. The methodology leverages copulas for encoding dependence betwe…