Monge-Kantorovich Depth, Quantiles, Ranks, and Signs

Victor Chernozhukov, Alfred Galichon, Marc Hallin +1

We propose new concepts of statistical depth, multivariate quantiles, ranks and signs, based on canonical transportation maps between a distribution of interest on $R^d$ and a refe…