Quantifying dependencies for sensitivity analysis with multivariate input sample data

A. W. Eggels, D. T. Crommelin

We present a novel method for quantifying dependencies in multivariate datasets, based on estimating the Rényi entropy by minimum spanning trees (MSTs). The length of the MSTs can…