Concepedia

Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors

Qiang Zeng, Weihua Gu, Xuan Zhang, Huiying Wen, Jinwoo Lee, Wei Hao

Accident Analysis & Prevention · 2019 · 181 citations · 61 references

Open access

Concepts

ComputingAutomotive EngineeringBiostatisticsBayesian Data AnalysisSpatial AnalysisSpatial StatisticsBayesian InferenceBayesian Model BuildingBayesian Spatial AnalysisBayesian StatisticsTraffic SafetyTransportation SafetyAccident Severity ModelingConditional Autoregressive ModelsCrash Severity AnalysisGeneralized Ordered Logit ModelsRoad Traffic CrashesSpatial Analysis Of CrashesTraffic Accident Analysis

References

61

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Discussion on the paper by Spiegelhalter, Best, Carlin and van der Linde

ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) · 2002 · 12.8K citations

Engineering, Economics, Stochastic Processes +1

WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility

David J. Lunn, Andrew C. Thomas, Nicky Best et al. · Statistics and Computing · 2000 · 5.4K citations

Computing, Computer Science, Bayesian Data Analysis +11

Unobserved heterogeneity and the statistical analysis of highway accident data

Fred Mannering, Venky Shankar, Chandra R. Bhat · Analytic Methods in Accident Research · 2016 · 1.3K citations

Public Health, Automotive Engineering, Biostatistics +14

Analytic methods in accident research: Methodological frontier and future directions

Fred Mannering, Chandra R. Bhat · Analytic Methods in Accident Research · 2013 · 1.2K citations

Engineering, Risk Management, Hazard Identification +16