A review of spatial approaches in road safety

A Ziakopoulos, G Yannis - Accident Analysis & Prevention, 2020 - Elsevier
Spatial analyses of crashes have been adopted in road safety for decades in order to
determine how crashes are affected by neighboring locations, how the influence of …

The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives

D Lord, F Mannering - Transportation research part A: policy and practice, 2010 - Elsevier
Gaining a better understanding of the factors that affect the likelihood of a vehicle crash has
been an area of research focus for many decades. However, in the absence of detailed …

Unobserved heterogeneity and the statistical analysis of highway accident data

FL Mannering, V Shankar, CR Bhat - Analytic methods in accident research, 2016 - Elsevier
Highway accidents are complex events that involve a variety of human responses to external
stimuli, as well as complex interactions between the vehicle, roadway features/condition …

Analytic methods in accident research: Methodological frontier and future directions

FL Mannering, CR Bhat - Analytic methods in accident research, 2014 - Elsevier
The analysis of highway-crash data has long been used as a basis for influencing highway
and vehicle designs, as well as directing and implementing a wide variety of regulatory …

Macro-level pedestrian and bicycle crash analysis: Incorporating spatial spillover effects in dual state count models

Q Cai, J Lee, N Eluru, M Abdel-Aty - Accident Analysis & Prevention, 2016 - Elsevier
This study attempts to explore the viability of dual-state models (ie, zero-inflated and hurdle
models) for traffic analysis zones (TAZs) based pedestrian and bicycle crash frequency …

[图书][B] Highway safety analytics and modeling

D Lord, X Qin, SR Geedipally - 2021 - books.google.com
Highway Safety Analytics and Modeling comprehensively covers the key elements needed
to make effective transportation engineering and policy decisions based on highway safety …

Geographical unit based analysis in the context of transportation safety planning

M Abdel-Aty, J Lee, C Siddiqui, K Choi - Transportation Research Part A …, 2013 - Elsevier
A wide array of spatial units has been explored in macro-level modeling. With the
advancement of Geographic Information System (GIS) analysts are able to analyze crashes …

A multivariate spatial model of crash frequency by transportation modes for urban intersections

H Huang, H Zhou, J Wang, F Chang, M Ma - Analytic methods in accident …, 2017 - Elsevier
This study proposes a multivariate spatial model to simultaneously analyze the occurrence
of motor vehicle, bicycle and pedestrian crashes at urban intersections. The proposed model …

Bayesian spatial-temporal model for the main and interaction effects of roadway and weather characteristics on freeway crash incidence

H Wen, X Zhang, Q Zeng, NN Sze - Accident Analysis & Prevention, 2019 - Elsevier
This study attempts to examine the main and interaction effects of roadway and weather
conditions on crash incidence, using the comprehensive crash, traffic and weather data from …

Exploring the relationship between average speed, speed variation, and accident rates using spatial statistical models and GIS

M Quddus - Journal of Transportation Safety & Security, 2013 - Taylor & Francis
The primary objective of this article is to contribute to the debate on the relationship between
average speeds, speed variations, and accident rates. This is achieved by the use of two …