Modelling area-wide count outcomes with spatial correlation and heterogeneity: an analysis of London crash data

Count models such as negative binomial (NB) regression models are normally employed to establish a relationship between area-wide traffic crashes and the contributing factors. Since crash data are collected with reference to location measured as points in space, spatial dependence exists among the a...

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Bibliographic Details
Main Author: Mohammed A. Quddus
Format: Default Article
Published: 2008
Subjects:
Other built environment and design not elsewhere classified
Spatial correlation
Uncorrelated heterogeneity
Negative binomial models
Classical spatial models
Bayesian hierarchical models
Built Environment and Design not elsewhere classified
Online Access:https://hdl.handle.net/2134/5313
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