Copula-based joint model of injury severity and vehicle damage in two-vehicle crashes

K Wang, S Yasmin, KC Konduri… - Transportation …, 2015 - journals.sagepub.com
In the transportation safety field, in an effort to improve safety, statistical models are
developed to identify factors that contribute to crashes as well as those that affect injury …

Examining driver injury severity in two vehicle crashes–A copula based approach

S Yasmin, N Eluru, AR Pinjari, R Tay - Accident Analysis & Prevention, 2014 - Elsevier
A most commonly identified exogenous factor that significantly affects traffic crash injury
severity sustained is the collision type variable. Most studies consider collision type only as …

[PDF][PDF] Modeling multiple vehicle occupant injury severity: A copula-based multivariate approach

N Eluru, R Paleti, RM Pendyala… - Transportation Research …, 2010 - academia.edu
Previous research in crash injury severity analysis has largely focused on level of injury
severity sustained by the driver of the vehicle or the most severely injured occupant of the …

Copula-based method for addressing endogeneity in models of severity of traffic crash injuries: application to two-vehicle crashes

TA Rana, S Sikder, AR Pinjari - Transportation Research …, 2010 - journals.sagepub.com
An emerging copula-based methodology is used to address endogeneity in models of crash
injury severity. Specifically, two important sources of endogeneity are addressed:(a) …

Modeling injury severity of multiple occupants of vehicles: Copula-based multivariate approach

N Eluru, R Paleti, RM Pendyala… - Transportation …, 2010 - journals.sagepub.com
Research to date on crash injury severity has focused on the driver of the vehicle or the most
severely injured occupant. Though useful, these studies have not provided injury profiles of …

[PDF][PDF] A copula-based method to address endogeneity in traffic crash injury severity models: Application to two-vehicle crashes

TA Rana, S Sikder, AR Pinjari - 89th Transportation Research Board …, 2010 - civil.iisc.ac.in
ABSTRACT 1 This paper employs a recently emerging copula-based methodology to
address endogeneity in 2 crash injury severity models. Specifically, two important sources of …

Multivariate copula temporal modeling of intersection crash consequence metrics: a joint estimation of injury severity, crash type, vehicle damage and driver error

K Wang, T Bhowmik, S Yasmin, S Zhao, N Eluru… - Accident Analysis & …, 2019 - Elsevier
This study employs a copula-based multivariate temporal ordered probit model to
simultaneously estimate the four common intersection crash consequence metrics–driver …

Jointly analyzing freeway primary and secondary crash severity using a copula-based approach

H Huang, X Ding, C Yuan, X Liu, J Tang - Accident Analysis & Prevention, 2023 - Elsevier
A copula-based model is developed in this study to jointly model the severity of freeway
primary crashes and secondary crashes. The copula-based model can concurrently account …

Contributory fault and level of personal injury to drivers involved in head-on collisions: application of copula-based bivariate ordinal models

B Wali, AJ Khattak, J Xu - Accident Analysis & Prevention, 2018 - Elsevier
The main objective of this study is to simultaneously investigate the degree of injury severity
sustained by drivers involved in head-on collisions with respect to fault status designation …

Exploring analytical, simulation-based, and hybrid model structures for multivariate crash frequency modeling

T Bhowmik, M Rahman, S Yasmin, N Eluru - Analytic Methods in Accident …, 2021 - Elsevier
In safety literature, there are two ways to incorporate the potential correlation between
multiple crash frequency variables:(1) simulation-based approach and (2) analytical closed …