5 citations · 11 across the 5 of their papers we have counts for
5 papers
Functional marked point processes -- A natural structure to unify spatio-temporal frameworks and to analyse dependent functional data
Ottmar Cronie, Mohammad Ghorbani, Jorge Mateu +1
This paper treats functional marked point processes (FMPPs), which are defined as marked point processes where the marks are random elements in some (Polish) function space. Such m…
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…
Spatio-temporal càdlàg functional marked point processes: Unifying spatio-temporal frameworks
Ottmar Cronie, Jorge Mateu
This paper defines the class of càdlàg functional marked point processes (CFMPPs). These are (spatio-temporal) point processes marked by random elements which take values in a càdl…