An alternative closed-form crash severity model with the non-identical, heavy-tailed, and asymmetric properties
… multiplicative model, with the corresponding to the mixed logit model. … commercial vehicle
are heterogenous among different individuals. However, it is likely that the commercial vehicle …
are heterogenous among different individuals. However, it is likely that the commercial vehicle …
Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes
A Behnood, F Mannering - Analytic methods in accident research, 2019 - Elsevier
… , random parameters logit models with heterogeneity in the … current study are then presented.
Finally, a discussion on the … effects on the injury severity of large-truck crashes. However, a …
Finally, a discussion on the … effects on the injury severity of large-truck crashes. However, a …
Investigating the interplay between the attributes of at-fault and not-at-fault drivers and the associated impacts on crash injury occurrence and severity level
L Li, MS Hasnine, KM Nurul Habib… - … Safety & Security, 2017 - Taylor & Francis
… use of a bivariate ordered probit model to investigate the conditional probability of the specific
… two-vehicle crash severity and should also lend extensive follow-up sensitivity analysis. In …
… two-vehicle crash severity and should also lend extensive follow-up sensitivity analysis. In …
[HTML][HTML] … of enforcement levels of speed limit and drink driving laws and associated factors–Exploratory empirical analysis using a bivariate ordered probit model
… factors, fatalities, vehicle ownership, health services and … through development of bivariate
ordered probit model using data … determinant of crash occurrence and crash severity. The …
ordered probit model using data … determinant of crash occurrence and crash severity. The …
A Comparative Study Using Generalized Ordered Probit, Stacking Ensemble, and TabNet: Application to Determinants of Pedestrian Crash Severity
… that 40,990 people died in motor vehicle traffic crashes in 2023, underscoring the critical …
In this study, the estimation of the generalized ordered probit model was carried out using …
In this study, the estimation of the generalized ordered probit model was carried out using …
Incorporating spatio-temporal correlation and interaction into a generalized ordered logit model for examining injury severities of traffic accidents
Q Zeng, Z Xu, Y Liang, J Lee… - Journal of Transportation …, 2024 - Taylor & Francis
… effects and interaction in the accident severity data, and that … that covariates related to vehicle
type, accident type, season, … generalized ordered logit models for the analysis of accident …
type, accident type, season, … generalized ordered logit models for the analysis of accident …
… “Comprehensive analysis of single-and multi-vehicle large truck at-fault crashes on rural and urban roadways in Alabama”: Accounting for temporal instability in crash …
… The findings of this study provide evidence to suggest that some crash severity factors for
at-fault … (2011) considered a heteroskedastic ordered probit model and an ordered probit …
at-fault … (2011) considered a heteroskedastic ordered probit model and an ordered probit …
Assessment of Large Trucks Crash Severity on a Rural Interstate Road in Wyoming Using Decision Trees and Structural Equation Model
… logit model to investigate the crash severity of crashes involving … -truck crashes used in this
study was 2044 crashes, while 1968 multivehicle truck crashes were included in the analyses…
study was 2044 crashes, while 1968 multivehicle truck crashes were included in the analyses…
A comparative analysis of factors affecting the frequency and severity of freight-involved and non-freight crashes on a major freight corridor freeway
SG Taylor, BJ Russo, E James - Transportation research …, 2018 - journals.sagepub.com
… or severity of large truck crashes with most focusing primarily on injury … ordered logit models
(severity models) and the associated marginal effects are presented in Tables 5 through 8. In …
(severity models) and the associated marginal effects are presented in Tables 5 through 8. In …
An alternate crash severity multicategory modeling approach with asymmetric property
… In this study, we explore several generalizations of the binary … ) can also permit
heteroscedasticity across observations. Such … the derivation of the logit model, since in the logit’s …
heteroscedasticity across observations. Such … the derivation of the logit model, since in the logit’s …