Concentration of the empirical level sets of Tukey's halfspace depth

Victor-Emmanuel Brunel

Tukey depth, aka halfspace depth, has attracted much interest in data analysis, because it is a natural way of measuring the notion of depth relative to a cloud of points or, more…