Global Sensitivity Analysis: a novel generation of mighty estimators based on rank statistics

Fabrice Gamboa, Pierre Gremaud, Thierry Klein +1

We propose a new statistical estimation framework for a large family of global sensitivity analysis indices. Our approach is based on rank statistics and uses an empirical correlat…