… dramatic increases in injury severity. Helmet … severe and fatal injuries in all types of crashes.
Helmet use was found to reduce the likelihood of injury by 34.4% in single-vehicle crashes …

… in Hawaii during 1990, we build a structural model relating driver characteristics and behaviors
to type of crash and injury severity. The structural model helps to clarify the role of driver …

… This study attempts to jointly model the four crash consequence metrics – injury severity,
crash type, vehicle damage and driver error – and is mainly built upon several previous …

… injury severity resulting from different collision types have rarely been developed. This
paper develops injury severity models for different collision-types conditioned on crash …

… Although the primary intent of our paper is on injury severity (conditional on a crash) and
not on the risk of a crash … Truck type is found to affect the injury severity of the crashes. …

… models to examine the risk of different injury levels sustained under all crash types, two-vehicle …
This study investigates the injury severity for all crashes, two-vehicle crashes and single-…

… crash and personal factors involved in road traffic crashes. This study was designed to evaluate
measures of injury severity … effect of road user type on injury severity after allowing for the …

… analysis in this study, putting aside other types of functions in future test. The radial basis
function is defined as:(4) K ( x i , x j ) = exp ( − γ | | x i − x j | | 2 ) , γ > 0 where γ is the kernel …

… , driver, motor vehicle, geometric, environmental, and crash type characteristics have on
bicyclist injury severity, classified as property damage only, possible, nonincapacitating or …

… Note that there are 11.34% of crash records whose types are not listed in the report … crash
type category in Table 2. In our modeling process, we only consider three major collision types …