articleTop 1% cited

A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods

Accident Analysis & Prevention · 2007 · Vol. 40(3) · pp. 964–975

Jianming Ma✉(Texas Department of Transportation)Kara M. KockelmanPaul Damien(The University of Texas at Austin)

Traffic and Road Safety Traffic Prediction and Management Techniques Infrastructure Maintenance and MonitoringOverdispersionCrashStatisticsMultivariate statisticsBayesian probabilityPoisson regressionPoisson distributionPoison controlEconometricsUnivariate

MeSH terms

Accidents, TrafficAlgorithmsAutomobilesBayes TheoremEnvironment DesignHumansMarkov ChainsModels, TheoreticalMonte Carlo MethodSafetyTexasUnited StatesModels, StatisticalMultivariate AnalysisPoisson Distribution

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396

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39.80

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