Analysing point patterns on networks — A review

Analysing point patterns on networks — A review

We review recent research on statistical methods for analysing spatial patterns of points on a network of lines, such as road accident locations along a road network. Due to geometrical complexities, the analysis of such data is extremely challenging, and we describe several common methodological er...

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Bibliographic Details
Main Authors: Baddeley, Adrian, Nair, Gopalan, Rakshit, Suman, McSwiggan, Greg, Davies, Tilman
Format: Journal Article
Language:English
Published: Elsevier 2021
Subjects:
Science & Technology
Physical Sciences
Technology
Geosciences, Multidisciplinary
Mathematics, Interdisciplinary Applications
Remote Sensing
Statistics & Probability
Geology
Mathematics
Distance metric
Kernel density estimation
K-function
Nonparametric estimation
Pair correlation function
Stationary process
KERNEL DENSITY-ESTIMATION
2ND-ORDER ANALYSIS
K-FUNCTION
COMPOSITE LIKELIHOOD
COMPUTATIONAL METHOD
PARAMETER-ESTIMATION
INTENSITY ESTIMATION
STATISTICAL-ANALYSIS
REGRESSION-MODELS
LOCAL INDICATORS
Online Access:http://purl.org/au-research/grants/arc/DP130102322
http://hdl.handle.net/20.500.11937/91581

Internet

http://purl.org/au-research/grants/arc/DP130102322
http://hdl.handle.net/20.500.11937/91581

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