Revisiting spatial correlation in crash injury severity: a Bayesian generalized ordered probit model with Leroux conditional autoregressive prior

Authors :: Fangzhou Wang
Qianfang Wang
Qiang Zeng
Nang Ngai Sze
Source :: Transportmetrica A: Transport Science. 18:1084-1102
Publication Year :: 2021
Publisher :: Informa UK Limited, 2021.
Abstract: To account for the spatial correlation of crashes that are in close proximity, this study proposes a Bayesian spatial generalized ordered probit (SGOP) model with Leroux conditional autoregressive ...

Subjects :: 050210 logistics & transportation
Spatial correlation
Conditional autoregressive
05 social sciences
Bayesian probability
General Engineering
Transportation
Crash
Ordered probit
0502 economics and business
Econometrics
Traffic crash
0501 psychology and cognitive sciences
050107 human factors
Mathematics

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