Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications

Morgane Goibert, Stéphan Clémençon, Ekhine Irurozki +1

The concept of median/consensus has been widely investigated in order to provide a statistical summary of ranking data, i.e. realizations of a random permutation $\Sigma$ of a finite se…