Accident prediction model for railway-highway interfaces

J Oh, SP Washington, D Nam - Accident Analysis & Prevention, 2006 - Elsevier
Considerable past research has explored relationships between vehicle accidents and
geometric design and operation of road sections, but relatively little research has examined …

Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: balancing statistical fit and theory

D Lord, SP Washington, JN Ivan - Accident Analysis & Prevention, 2005 - Elsevier
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 …

Modeling motor vehicle crashes using Poisson-gamma models: Examining the effects of low sample mean values and small sample size on the estimation of the fixed …

D Lord - Accident Analysis & Prevention, 2006 - Elsevier
There has been considerable research conducted on the development of statistical models
for predicting crashes on highway facilities. Despite numerous advancements made for …

Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity

ES Park, D Lord - Transportation Research Record, 2007 - journals.sagepub.com
A new multivariate approach is introduced for jointly modeling data on crash counts by
severity on the basis of multivariate Poisson-lognormal models. Although the data on crash …

Effects of low sample mean values and small sample size on the estimation of the fixed dispersion parameter of Poisson-gamma models for modeling motor vehicle …

D Lord, LF Miranda-Moreno - Safety Science, 2008 - Elsevier
There has been considerable research conducted on the development of statistical models
for predicting motor vehicle crashes on highway facilities. Over the last few years, there has …

On the nature of over-dispersion in motor vehicle crash prediction models

S Mitra, S Washington - Accident Analysis & Prevention, 2007 - Elsevier
Statistical modeling of traffic crashes has been of interest to researchers for decades. Over
the most recent decade many crash models have accounted for extra-variation in crash …

A simultaneous equations model of crash frequency by collision type for rural intersections

X Ye, RM Pendyala, SP Washington, K Konduri, J Oh - Safety science, 2009 - Elsevier
Safety at roadway intersections is of significant interest to transportation professionals due to
the large number of intersections in transportation networks, the complexity of traffic …

Multivariate poisson lognormal modeling of crashes by type and severity on rural two lane highways

K Wang, JN Ivan, N Ravishanker, E Jackson - Accident Analysis & …, 2017 - Elsevier
In an effort to improve traffic safety, there has been considerable interest in estimating crash
prediction models and identifying factors contributing to crashes. To account for crash …

Investigating the effect of modeling single-vehicle and multi-vehicle crashes separately on confidence intervals of Poisson–gamma models

SR Geedipally, D Lord - Accident Analysis & Prevention, 2010 - Elsevier
Crash prediction models still constitute one of the primary tools for estimating traffic safety.
These statistical models play a vital role in various types of safety studies. With a few …

Modeling crash types: New insights into the effects of covariates on crashes at rural intersections

DG Kim, S Washington, J Oh - Journal of Transportation …, 2006 - ascelibrary.org
Many studies focused on the development of crash prediction models have resulted in
aggregate crash prediction models to quantify the safety effects of geometric, traffic, and …