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) Bayesian crashes, Slight crash, Pedestrian hierarchical model Injury crashes crash Total crashes, Naderan et al. Traffic PDO crashes, Negative binomial Crash --- Yes --- --- --- --- (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 injury Noland (2003) Negative binomial State --- Yes Yes Yes Yes --- crashes LaScala et al. Spatial autocorrelation Pedestrian crash Census tract Injury crashes --- --- Yes Yes Yes Yes (2000) corrected regression Traffic analysis zones Total crashes, Abdel-Aty et Poisson-lognormal groups Severe crashes, --- Yes Yes Yes Yes --- al. (2013) Pedestrian Census Pedestrian crashes tracts Levine et al. Spatial lag Crash Census block crashes --- Yes --- Yes Yes --- (1995) Lee et al. Bayesian Poisson Traffic Total crashes, Crash --- Yes Yes Yes --- (2014) Lognormal analysis zone Severe crashes
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 Bayesian hierarchical model Motorized vehicle crash, vehicle crash, Pedestrian crash Census ward Fatal crashes, Serious injury crashes, Slight Injury crashes --- Yes Yes --- Yes --- Naderan et al. (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 State injury crashes --- Yes Yes Yes Yes --- LaScala et al. (2000) Spatial autocorrelation corrected regression Pedestrian crash Census tract Injury crashes --- --- Yes Yes Yes Yes Abdel-Aty et al. (2013) Poisson-lognormal Pedestrian Traffic analysis zones groups Census tracts Total crashes, Severe crashes, Pedestrian crashes --- Yes Yes Yes Yes --- Levine et al. (1995) Spatial lag Crash Census block crashes --- Yes --- Yes Yes --- Lee et al. (2014) Bayesian Poisson Lognormal Crash Traffic analysis zone Total crashes, Severe crashes --- Yes Yes Yes ---
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