Inhomogeneous higher-order summary statistics for point processes on linear networks

DOI10.1007/s11222-020-09942-wzbMath1452.62402OpenAlexW3020649082MaRDI QIDQ2209701

Mehdi Moradi, Ottmar Cronie, Jorge Mateu

Publication date: 4 November 2020

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11222-020-09942-w

zbMATH Keywords

linear networkinhomogeneous linear \(J\)-functioninhomogeneous linear empty space functioninhomogeneous linear nearest neighbour distance distribution functionpseudostationarityregular distance metrictraffic accident data

Mathematics Subject Classification ID

Applications of statistics in engineering and industry; control charts (62P30) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55) Probabilistic graphical models (62H22)

Related Items (3)

Inhomogeneous spatio-temporal point processes on linear networks for visitors' stops data ⋮ Gaussian Whittle-Matérn fields on metric graphs ⋮ Local inhomogeneous second-order characteristics for spatio-temporal point processes occurring on linear networks

Uses Software

• R
• spatstat
• SANET
• spatstat.Knet
• pyuvdata

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