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 Crash Poisson-lognormal Block groups Severe crashes, --- Yes Yes Yes Yes --- al. (2013) Pedestrian crash Census Pedestrian crashes tracts Levine et al. Spatial lag Crash Census block Total crashes --- Yes --- Yes Yes --- (1995) Traffic Lee et al. Bayesian Poisson analysis zone Total crashes, Crash --- Yes Yes Yes --- (2014) Lognormal Traffic safety Severe crashes analysis zone Geographically Li et al. Weighted Poisson Crash County Fatal crashes --- Yes Yes Yes Yes --- (2013) Regression Fatal crashes, Noland and Serious injury Quddus Negative binomial Crash Census wards --- Yes Yes Yes Yes Yes crashes, Slight (2004c) injury crashes Fatal crashes, De Guevara et Simultaneous negative Traffic Crash Injury crashes, Yes Yes Yes Yes Yes Yes al. (2004) binomial analysis zone PDO crashes Negative binomial Hadayeghi et Total crashes, Geographically Crash Traffic zone --- Yes Yes Yes Yes --- al. (2003) Severe crashes weighted regression Moeinaddini Fatalities per Negative binomial Crash City --- --- --- --- Yes --- et al. (2014) million inhabitants Hadayeghi et Traffic Total crashes, Negative binomial Crash Yes Yes Yes Yes Yes Yes al. (2007) analysis zone Severe crashes Geographically Weighted Poisson Hadayeghi et Regression, Full Traffic Total crashes, Crash Yes Yes Yes Yes Yes Yes al. (2010a) Bayesian analysis zone Severe crashes Semiparametric Additive Geographically Hadayeghi et Traffic Total crashes, Weighted Poisson Crash Yes Yes Yes Yes Yes Yes al. (2010b) analysis zone Severe crashes Regression
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 Crash Pedestrian crash Traffic analysis zones Block groups Census tracts Total crashes, Severe crashes, Pedestrian crashes --- Yes Yes Yes Yes --- Levine et al. (1995) Spatial lag Crash Census block Total crashes --- Yes --- Yes Yes --- Lee et al. (2014) Bayesian Poisson Lognormal Crash Traffic analysis zone Traffic safety analysis zone Total crashes, Severe crashes --- Yes Yes Yes --- Li et al. (2013) Geographically Weighted Poisson Regression Crash County Fatal crashes --- Yes Yes Yes Yes --- Noland and Quddus (2004c) Negative binomial Crash Census wards Fatal crashes, Serious injury crashes, Slight injury crashes --- Yes Yes Yes Yes Yes De Guevara et al. (2004) Simultaneous negative binomial Crash Traffic analysis zone Fatal crashes, Injury crashes, PDO crashes Yes Yes Yes Yes Yes Yes Hadayeghi et al. (2003) Negative binomial Geographically weighted regression Crash Traffic zone Total crashes, Severe crashes --- Yes Yes Yes Yes --- Moeinaddini et al. (2014) Negative binomial Crash City Fatalities per million inhabitants --- --- --- --- Yes --- Hadayeghi et al. (2007) Negative binomial Crash Traffic analysis zone Total crashes, Severe crashes Yes Yes Yes Yes Yes Yes Hadayeghi et al. (2010a) Geographically Weighted Poisson Regression, Full Bayesian Semiparametric Additive Crash Traffic analysis zone Total crashes, Severe crashes Yes Yes Yes Yes Yes Yes Hadayeghi et al. (2010b) Geographically Weighted Poisson Regression Crash Traffic analysis zone Total crashes, Severe crashes Yes Yes Yes Yes Yes Yes