2024
DOI: 10.3390/math12040595
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Statistical Depth in Spatial Point Process

Xinyu Zhou,
Wei Wu

Abstract: Statistical depth is widely used as a powerful tool to measure the center-outward rank of multivariate and functional data. Recent studies have introduced the notion of depth to the temporal point process, which exhibits randomness in the cardinality as well as distribution in the observed events. The proposed methods can well capture the rank of a point process in a given time interval, where a critical step is to measure the rank by using inter-arrival events. In this paper, we propose to extend the depth co… Show more

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