Resample-smoothing of Voronoi intensity estimators
Abstract
Voronoi estimators are non-parametric and adaptive estimators of the intensity of a point process. The intensity estimate at a given location is equal to the reciprocal of the size of the Voronoi/Dirichlet cell containing that location. Their major drawback is that they tend to paradoxically under-smooth the data in regions where the point density of the observed point pattern is high, and over-smooth where the point density is low. To remedy...
Paper Details
Title
Resample-smoothing of Voronoi intensity estimators
Published Date
Jan 19, 2019
Journal
Volume
29
Issue
5
Pages
995 - 1010
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