1. Weighted halfspace depth
- Creator:
- Hlubinka, Daniel, Kotík, Lukáš, and Vencálek, Ondřej
- Format:
- bez média and svazek
- Type:
- model:article and TEXT
- Subject:
- data depth, nonparametric multivariate analysis, strong consistency of depth, and mixture of distributions
- Language:
- English
- Description:
- Generalised halfspace depth function is proposed. Basic properties of this depth function including the strong consistency are studied. We show, on several examples that our depth function may be considered to be more appropriate for nonsymetric distributions or for mixtures of distributions.
- Rights:
- http://creativecommons.org/publicdomain/mark/1.0/ and policy:public