Noland and Total crashes, Quddus Negative binomial Crash County --- Yes Yes Yes Yes --- Fatal crashes (2004b) Total crashes, Karlaftis et al. Cluster analysis, Aged driver crash Urban crashes, --- Yes --- Yes Yes --- (1998) Negative binomial Rural crashes Huang et al. Total crashes, Bayesian spatial model Crash County --- Yes Yes Yes Yes --- (2010) Severe crashes Amoros et al. Total crashes, Negative binomial Crash County --- --- --- --- Yes --- (2003) Fatal crashes Ukkusuri et Random parameter Pedestrian crash Census tract Total crashes Yes Yes Yes --- Yes Yes al. (2011) negative binomial Cottrill et al. Poisson Regression Pedestrian crash Census Tract Total crashes Yes Yes Yes Yes Yes Yes (2010) with heterogeneity Motorized vehicle Negative Binomial, Fatal crashes, crash, Quddus Spatial autoregressive Serious injury vehicle Census ward --- Yes Yes --- Yes --- (2008) model, Bayesian crashes, Slight crash, Pedestrian hierarchical model Injury crashes crash Total crashes, Naderan and Traffic PDO crashes, Negative binomial Crash --- Yes --- --- --- --- Shahi (2010) analysis zone Injury crashes, Fatal crashes Total crashes, Ng et al. Cluster analysis, Traffic Crash Fatal crashes, --- --- --- --- --- Yes (2002) Negative Binomial analysis zone Pedestrian crashes Total crashes, Severe crashes, Abdel-Aty et Traffic Negative binomial Crash Peak hour crashes, --- Yes --- --- Yes --- al. (2011) analysis zone Pedestrian and Bicycle crashes and Full Bayes Fatal crashes, Crash County --- Yes Yes Yes --- --- Jovanis hierarchical model Injury crashes (2006) Stamatiadis Quasi induced Single vehicle crash and Puccini State Fatal crashes --- Yes Yes Yes --- --- exposure method Multi vehicle Crash 2000 Fatal injury Noland (2003) Negative binomial Crash State --- Yes Yes Yes Yes --- crashes
Noland and Quddus (2004b) Negative binomial Crash County Total crashes, Fatal crashes --- Yes Yes Yes Yes --- Karlaftis et al. (1998) Cluster analysis, Negative binomial Aged driver crash Total crashes, Urban crashes, Rural crashes --- Yes --- Yes Yes --- Huang et al. (2010) Bayesian spatial model Crash County Total crashes, Severe crashes --- Yes Yes Yes Yes --- Amoros et al. (2003) Negative binomial Crash County Total crashes, Fatal crashes --- --- --- --- Yes --- Ukkusuri et al. (2011) Random parameter negative binomial Pedestrian crash Census tract Total crashes Yes Yes Yes --- Yes Yes Cottrill et al. (2010) Poisson Regression with heterogeneity Pedestrian crash Census Tract Total crashes Yes Yes Yes Yes Yes Yes Quddus (2008) Negative Binomial, Spatial autoregressive model, Bayesian hierarchical model Motorized vehicle crash, vehicle crash, Pedestrian crash Census ward Fatal crashes, Serious injury crashes, Slight Injury crashes --- Yes Yes --- Yes --- Naderan and Shahi (2010) Negative binomial Crash Traffic analysis zone Total crashes, PDO crashes, Injury crashes, Fatal crashes --- Yes --- --- --- --- Ng et al. (2002) Cluster analysis, Negative Binomial Crash Traffic analysis zone Total crashes, Fatal crashes, Pedestrian crashes --- --- --- --- --- Yes Abdel-Aty et al. (2011) Negative binomial Crash Traffic analysis zone Total crashes, Severe crashes, Peak hour crashes, Pedestrian and Bicycle crashes --- Yes --- --- Yes --- and Jovanis (2006) Full Bayes hierarchical model Crash County Fatal crashes, Injury crashes --- Yes Yes Yes --- --- Stamatiadis and Puccini 2000 Quasi induced exposure method Single vehicle crash Multi vehicle Crash State Fatal crashes --- Yes Yes Yes --- --- Noland (2003) Negative binomial Crash State Fatal injury crashes --- Yes Yes Yes Yes ---