12 citations · 20 across the 10 of their papers we have counts for
4 papers · 1 filter
Graphical modelling of multivariate spatial point processes with continuous marks
Matthias Eckardt, Jorge Mateu
This paper is the second in a series of papers which combine graphical modelling and marked spatial point patterns. Extending the previous results of \cite Eckardt (2016a), we intr…
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…
Structured network regression for spatial point patterns
Matthias Eckardt, Jorge Mateu
The analysis of spatial point patterns that occur in the network domain have recently gained much attraction and various intensity functions and measures have been proposed. Howeve…
Point patterns occurring on complex structures in space and space-time: An alternative network approach
Matthias Eckardt, Jorge Mateu
This paper presents an alternative approach of analyzing possibly multitype point patterns in space and space-time that occur on network structures, and introduces several differen…