A characterization of halfspace depth

In this note we present a characterization of halfspace depth which relates it with well-known concepts of Locational Analysis. This characterization also leads to a natural extension of the concept of depth to noneuclidean location estimation as well as other settings like regression.

Detalhes bibliográficos
Autor: Carrizosa Priego, Emilio José
Formato: artículo
Estado:Versión publicada
Fecha de publicación:1996
País:España
Recursos:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/107118
Acesso em linha:https://hdl.handle.net/11441/107118
https://doi.org/10.1006/jmva.1996.0037
Access Level:acceso abierto
Palavra-chave:Multivariate depth
location estimates
medians
Descrição
Resumo:In this note we present a characterization of halfspace depth which relates it with well-known concepts of Locational Analysis. This characterization also leads to a natural extension of the concept of depth to noneuclidean location estimation as well as other settings like regression.