3 citations · 4 across the 7 of their papers we have counts for
6 papers · 1 filter
Multiscale Topological Inference for Marked Point Processes via Euler Characteristic Envelopes
Matthias Eckardt, Mehdi Moradi
The statistical analysis of marked point processes requires disentangling complex spatial arrangements from attribute-dependent interactions. While classical summary statistics are…
Inhomogeneous mark correlation functions for general marked point processes
Mehdi Moradi, Matthias Eckardt
Spatial phenomena in environmental and biological contexts often involve events that are unevenly distributed across space and carry attributes, whose associations/variations are s…
Local Indicators of Mark Association for Spatial Marked Point Processes
Matthias Eckardt, Mehdi Moradi
The emergence of distinct local mark behaviours is becoming increasingly common in the applications of spatial marked point processes. This dynamic highlights the limitations of ex…
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…
Rejoinder on "Marked spatial point processes: current state and extensions to point processes on linear networks"
Matthias Eckardt, Mehdi Moradi
We are grateful to all discussants for their invaluable comments, suggestions, questions, and contributions to our article. We have attentively reviewed all discussions with keen i…
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…