Variable selection using penalised likelihoods for point patterns on a linear network.

Motivated by the analysis of a comprehensive database of road traffic accidents, we investigate methods of variable selection for spatial point process models on a linear network. The original data may include explanatory spatial covariates, such as road curvature, and ‘mark’ variables attributed to...

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Bibliographic Details
Main Authors: Rakshit, Suman, McSwiggan, Greg, Nair, Gopalan, Baddeley, Adrian
Format: Journal Article
Language:English
Published: Wiley-Blackwell 2021
Subjects:
Online Access:http://purl.org/au-research/grants/arc/DP130102322
http://hdl.handle.net/20.500.11937/91582