238 citations · 274 across the 6 of their papers we have counts for
7 papers
ROC Curves for Spatial Point Patterns and Presence-Absence Data
Adrian Baddeley, Ege Rubak, Suman Rakshit +1
Receiver Operating Characteristic (ROC) curves have recently been used to evaluate the performance of models for spatial presence-absence or presence-only data. Applications includ…
On simulation of continuous determinantal point processes
Frédéric Lavancier, Ege Rubak
We review how to simulate continuous determinantal point processes (DPPs) and improve the current simulation algorithms in several important special cases as well as detail how cer…
Resample-smoothing of Voronoi intensity estimators
M. Mehdi Moradi, Ottmar Cronie, Ege Rubak +3
Voronoi intensity estimators, which are non-parametric estimators for intensity functions of point processes, are both parameter-free and adaptive; the intensity estimate at a give…
Determinantal point process models on the sphere
Jesper Møller, Morten Nielsen, Emilio Porcu +1
We consider determinantal point processes on the -dimensional unit sphere . These are finite point processes exhibiting repulsiveness and with moment properties det…
Functional summary statistics for point processes on the sphere with an application to determinantal point processes
Jesper Møller, Ege Rubak
We study point processes on , the -dimensional unit sphere , considering both the isotropic and the anisotropic case, and focusing mostly on the spheri…
Score, Pseudo-Score and Residual Diagnostics for Spatial Point Process Models
Adrian Baddeley, Ege Rubak, Jesper Møller
We develop new tools for formal inference and informal model validation in the analysis of spatial point pattern data. The score test is generalized to a "pseudo-score" test derive…