Point Patterns Occurring on Complex Structures in Space and Space-Time: An Alternative Network Approach

DOI10.1080/10618600.2017.1391695OpenAlexW3102560928MaRDI QIDQ65814

Matthias Eckardt, Jorge Mateu, Jorge Mateu, Matthias Eckardt

Publication date: 3 April 2018

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1607.06288

zbMATH Keywords

clusteringgraphsdirected networkspartially directed networksmultivariate spatial point processesmultivariate spatiotemporal point processes

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Analysing Multivariate Spatial Point Processes with Continuous Marks: A Graphical Modelling Approach ⋮ Inhomogeneous higher-order summary statistics for point processes on linear networks ⋮ intensitynet

Uses Software

• ggplot2
• R-Geo
• maptools
• SANET
• rgdal

Cites Work

• Statistical analysis of network data. Methods and models
• Central limit theorems for some graphs in computational geometry.
• Multivariate spatial central limit theorems with applications to percolation and spatial graphs
• Spatial Analysis along Networks
• Geometrically Corrected Second Order Analysis of Events on a Linear Network, with Applications to Ecology and Criminology
• The second-order analysis of stationary point processes
• Random Geometric Graphs
• Random Graphs for Statistical Pattern Recognition
• Applied Spatial Data Analysis with R
• A Survey of Statistical Network Models
• A Moving Average Approach for Spatial Statistical Models of Stream Networks
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