5 citations · 11 across the 8 of their papers we have counts for
4 papers · 1 filter
Semi-parametric profile pseudolikelihood via local summary statistics for spatial point pattern intensity estimation
Nicoletta D'Angelo, Giada Adelfio, Jorge Mateu +1
Second-order statistics play a crucial role in analysing point processes. Previous research has specifically explored locally weighted second-order statistics for point processes,…
Bandwidth selection for kernel estimators of the spatial intensity function
O. Cronie, M. N. M. van Lieshout
We discuss and compare various approaches to the problem of bandwidth selection for kernel estimators of intensity functions of spatial point processes. We also propose a new metho…
The second-order analysis of marked spatio-temporal point processes, with an application to earthquake data
Adina Iftimi, Ottmar Cronie, Francisco Montes
To analyse interaction in marked spatio-temporal point processes (MSTPPs), we introduce marked (cross) second-order reduced moment measures and K-functions for general inhomogeneou…
Summary statistics for inhomogeneous marked point processes
O. Cronie, M. N. M. van Lieshout
We propose new summary statistics for intensity-reweighted moment stationary marked point processes with particular emphasis on discrete marks. The new statistics are based on the…