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Properties of Statistical Depth with Respect to Compact Convex Random Sets: The Tukey Depth

Abstract: We study a statistical data depth with respect to compact convex random sets, which is consistent with the multivariate Tukey depth and the Tukey depth for fuzzy sets. In addition, it provides a different perspective to the existing halfspace depth with respect to compact convex random sets. In studying this depth function, we provide a series of properties for the statistical data depth with respect to compact convex random sets. These properties are an adaptation of properties that constitute the axiomatic notions of multivariate, functional, and fuzzy depth-functions and other well-known properties of depth.

Other publications of the same journal or congress with authors from the University of Cantabria

 Fuente: Mathematics, 2022, 10(15), 2758

Publisher: MDPI

 Year of publication: 2022

No. of pages: 23

Publication type: Article

 DOI: 10.3390/math10152758

ISSN: 2227-7390

 Spanish project: MTM2017-86061-C2-2-P

Publication Url: https://doi.org/10.3390/math10152758

Authorship

LUIS GONZALEZ DE LA FUENTE

TERÁN, PEDRO