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The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives
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 …
been an area of research focus for many decades. However, in the absence of detailed …
Further notes on the application of zero-inflated models in highway safety
The intent of this note is to succinctly articulate additional points that were not provided in the
original paper (Lord et al., 2005) and to help clarify a collective reluctance to adopt zero …
original paper (Lord et al., 2005) and to help clarify a collective reluctance to adopt zero …
Analytic methods in accident research: Methodological frontier and future directions
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 …
and vehicle designs, as well as directing and implementing a wide variety of regulatory …
Bike sharing differences among millennials, Gen Xers, and baby boomers: Lessons learnt from New York City's bike share
There is a growing literature on the changing travel patterns in the United States. The
changes are largely driven by the emerging shared-mobility services and the travel behavior …
changes are largely driven by the emerging shared-mobility services and the travel behavior …
Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: balancing statistical fit and theory
There has been considerable research conducted over the last 20 years focused on
predicting motor vehicle crashes on transportation facilities. The range of statistical models …
predicting motor vehicle crashes on transportation facilities. The range of statistical models …
The link between built environment, pedestrian activity and pedestrian–vehicle collision occurrence at signalized intersections
LF Miranda-Moreno, P Morency… - Accident Analysis & …, 2011 - Elsevier
This paper studies the influence of built environment (BE)–including land use types, road
network connectivity, transit supply and demographic characteristics–on pedestrian activity …
network connectivity, transit supply and demographic characteristics–on pedestrian activity …
The role of built environment on pedestrian crash frequency
This study investigates (i) the link of land use and road design on pedestrian safety and (ii)
the effect of the level of spatial aggregation on the frequency of pedestrian accidents. For …
the effect of the level of spatial aggregation on the frequency of pedestrian accidents. For …
A multinomial logit model of pedestrian–vehicle crash severity
This article estimated a multinomial logit model to identify the factors determining the
severity of pedestrian–vehicle crashes in South Korea. Our results showed that relative to …
severity of pedestrian–vehicle crashes in South Korea. Our results showed that relative to …
A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods
J Ma, KM Kockelman, P Damien - Accident Analysis & Prevention, 2008 - Elsevier
Numerous efforts have been devoted to investigating crash occurrence as related to
roadway design features, environmental factors and traffic conditions. However, most of the …
roadway design features, environmental factors and traffic conditions. However, most of the …
Multilevel data and Bayesian analysis in traffic safety
BACKGROUND: Traditional crash prediction models, such as generalized linear regression
model, are incapable of taking into account multilevel data structure. Therefore they suffer …
model, are incapable of taking into account multilevel data structure. Therefore they suffer …