Regularized Halfspace Depth for Functional Data

Hyemin Yeon, Xiongtao Dai, Sara Lopez-Pintado

Data depth is a powerful nonparametric tool originally proposed to rank multivariate data from center outward. In this context, one of the most archetypical depth notions is Tukey'…