Graphical method using neighborhoods for detecting outliers

We propose a new graphical method to help us to uncover  potential outliers in multivariate samples. The idea behind the method is to analyze the behavior of a growing neighborhood of each data point. This method is very robust and allows to find outliers in very complex structures.

Detalles Bibliográficos
Autores Principales: Correa Morales, Juan Carlos, López Ríos, Víctor Ignacio
Formato: Artículo (Article)
Lenguaje:Inglés (English)
Publicado: Universidad Santo Tomás 2015
Acceso en línea: