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stat.ME2026
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…
stat.ME2026
Testing the Structural Properties of Marked Point Processes Using Local Inhomogeneous Mark-Weighted K-Functions
Nicoletta D'Angelo, Giada Adelfio, Matthias Eckardt
This work proposes -type test statistics to assess different hypotheses on the local structure of an observed marked point pattern. The test statistics is based on the local i…