Non-parametric adaptive bandwidth selection for kernel estimators of spatial intensity functions
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Abstract (arXiv)
We propose a new fully non-parametric two-step adaptive bandwidth selection method for kernel estimators of spatial point process intensity functions based on the Campbell-Mecke formula and Abramson's square root law. We present a simulation study to assess its performance relative to the Cronie-Van Lieshout global bandwidth selector and apply the technique to data on induced earthquakes in theGroningen gas field.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 21 Oct 2022.
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