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On the Consistency of Depth Functionals

Publikace na Matematicko-fyzikální fakulta |
2014

Tento text není v aktuálním jazyce dostupný. Zobrazuje se verze "en".Abstrakt

Lately, a simple depth of infimal type for functional data has been proposed in the literature, but the consistency of the sample version has not been established yet. In this paper we find sufficient conditions for the uniform consistency of this depth to hold, and show that these cannot be weakened substantially.

Connections to other depth functionals used in practice are outlined.