کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1132072 | 1488988 | 2013 | 20 صفحه PDF | دانلود رایگان |
• This paper proposes a new approach to estimate a spatial injury frequency model.
• The formulation also accommodates jointness in pedestrian/bicyclist injury counts.
• The results highlight the need to differentiate injury counts by severity level.
This paper proposes a new spatial multivariate count model to jointly analyze the traffic crash-related counts of pedestrians and bicyclists by injury severity. The modeling framework is applied to predict injury counts at a Census tract level, based on crash data from Manhattan, New York. The results highlight the need to use a multivariate modeling system for the analysis of injury counts by road-user type and injury severity level, while also accommodating spatial dependence effects in injury counts.
Journal: Transportation Research Part B: Methodological - Volume 55, September 2013, Pages 245–264