238 citations · 300 across the 16 of their papers we have counts for
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stat.ME2021
Determinantal shot noise Cox processes
Jesper Møller, Ninna Vihrs
We present a new class of cluster point process models, which we call determinantal shot noise Cox processes (DSNCP), with repulsion between cluster centres. They are the special c…
stat.ME2021
Fitting three-dimensional Laguerre tessellations by hierarchical marked point process models
Filip Seitl, Jesper Møller, Viktor Beneš
We present a general statistical methodology for analysing a Laguerre tessellation data set viewed as a realization of a marked point process model. In the first step, for the poin…
stat.ME2021
Should we condition on the number of points when modelling spatial point patterns?
Jesper Møller, Ninna Vihrs
We discuss the practice of directly or indirectly assuming a model for the number of points when modelling spatial point patterns even though it is rarely possible to validate such…