Analysing point patterns on networks — A review

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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

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