1 citations · 1 across the 2 of their papers we have counts for
3 papers
math.ST2022★ 1 cited
Additive regression with general imperfect variables
Jeong Min Jeon, Germain Van Bever
In this paper, we study an additive model where the response variable is Hilbert-space-valued and predictors are multivariate Euclidean, and both are possibly imperfectly observed.…
math.ST2017
On the maximal halfspace depth of permutation-invariant distributions on the simplex
Davy Paindaveine, Germain Van Bever
We compute the maximal halfspace depth for a class of permutation-invariant distributions on the probability simplex. The derivations are based on stochastic ordering results that…
math.ST2017
Halfspace depths for scatter, concentration and shape matrices
Davy Paindaveine, Germain Van Bever
We propose halfspace depth concepts for scatter, concentration and shape matrices. For scatter matrices, our concept is similar to those from Chen, Gao and Ren (2017) and Zhang (20…