Hierarchical Bayesian modeling to evaluate the impacts of intelligent speed adaptation considering individuals’ usual speeding tendencies: A correlated random parameters approach

•A hierarchical Bayesian model with correlated random effects is developed to examine the impact of ISA.•The model is based on the driver’s typical speeding tendency and road characteristic conditions.•The incentive ISA has a large speed reduction effect on drivers who tended to be speeding.•The eff...

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Veröffentlicht in:	Analytic methods in accident research 2020-09, Vol.27, p.100125, Article 100125
Hauptverfasser:	Matsuo, Kojiro, Sugihara, Mitsuru, Yamazaki, Motohiro, Mimura, Yasuhiro, Yang, Jia, Kanno, Komei, Sugiki, Nao
Format:	Artikel
Sprache:	eng
Schlagworte:	Community streets Correlated random parameters Hierarchical Bayesian model Informative and incentive ISA Road characteristic factors Usual speeding tendencies
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