5 citations · 8 across the 4 of their papers we have counts for
4 papers · 1 filter
On spatial point processes with composition-valued marks
Matthias Eckardt, Mari Myllymäki, Sonja Greven
Methods for marked spatial point processes with scalar marks have seen extensive development in recent years. While the impressive progress in data collection and storage capacitie…
Function-valued marked spatial point processes on linear networks: application to urban cycling profiles
Matthias Eckardt, Jorge Mateu, Mehdi Moradi
In the literature on spatial point processes, there is an emerging challenge in studying marked point processes with points being labelled by functions. In this paper, we focus on…
Marked spatial point processes: current state and extensions to point processes on linear networks
Matthias Eckardt, Mehdi Moradi
Within the applications of spatial point processes, it is increasingly becoming common that events are labeled by marks, prompting an exploration beyond the spatial distribution of…
Graphical modelling of multivariate spatial point processes
Matthias Eckardt
This paper proposes a novel graphical model, termed the spatial dependence graph model, which captures the global dependence structure of different events that occur randomly in sp…