Using ordered and unordered logistic regressions to investigate risk factors associated with pedestrian crash injury severity in Victoria, Australia

M Nasri, K Aghabayk, A Esmaili, N Shiwakoti - Journal of safety research, 2022 - Elsevier
… multinomial logit model and an ordered logit model are … of the vehicle on pedestrian crash
severity has not been considered in any studies before, which we have examined in this study. …

[PDF][PDF] Modeling heavy vehicle crash and injury severity

S Balakrishnan - 2017 - researchrepository.rmit.edu.au
… This study also is using multinomial logit model in explaining … that this model significantly
out-performs ordered probit models … ) developed a heteroscedastic ordered logit model which …

[HTML][HTML] Cross-classified multilevel models for severity of commercial motor vehicle crashes considering heterogeneity among companies and regions

HC Park, DK Kim, SY Kho, PY Park - Accident Analysis & Prevention, 2017 - Elsevier
… non-nested upper groups (company level and regional level in our case) are difficult to
address properly using a traditional single-level ordinary ordered logit model. The single-level …

Interpreting risk factors for truck crash severity on mountainous freeways in Jiangxi and Shaanxi, China

Y Wang, Y Luo, F Chen - European transport research review, 2019 - Springer
… (truck crash severity) used in this study represents an ordered … the ordered-response model
was suitable for the analysis of … random-effects generalized ordered logit model, also known …

[HTML][HTML] A multinomial logit model of pedestrian-vehicle crash severity in North Carolina

Z Chen, WD Fan - International journal of transportation science and …, 2019 - Elsevier
… A heteroskedastic model was used and compared with the MNL … The analysis results of this
study revealed that several factors (such as primary-educated drivers, drivers over the age of …

Investigating occupant injury severity of truck-involved crashes based on vehicle types on a mountainous freeway: A hierarchical Bayesian random intercept approach

MT Haq, M Zlatkovic, K Ksaibati - Accident Analysis & Prevention, 2020 - Elsevier
… The contributions of this study include: (1) examining the … injury severity in single-truck
and two-vehicle crashes with truck … , this study developed Bayesian binary logit models to …

Analysis of factors contributing to the injury severity of overloaded-truck-related crashes on mountainous highways in China

H Wen, Y Du, Z Chen, S Zhao - International journal of environmental …, 2022 - mdpi.com
… can be guaranteed to always fall within a closed interval 0 , 1 , and the heteroscedasticity of
… for this study to compare the excellence of the binary logit model with the classification and …

Evaluation of two-ship collision severity using ordered probit approaches

J Weng, G Li, T Chai, D Yang - The Journal of Navigation, 2018 - cambridge.org
… This study develops an ordered probit model to evaluate … severity using ten years’ ship
collision accident data from Fujian sea areas. The model results show that the involvement of big

Pedestrian injury severity analysis in motor vehicle crashes in Ohio

M Uddin, F Ahmed - Safety, 2018 - mdpi.com
… Due to the ordinal nature of the injury severity (ie, fatality, disabling injury, evident injury, … ,
this study uses an ordered probit model to analyze single-vehicle, single-pedestrian crash data …

[HTML][HTML] Using random-parameter and fixed-parameter ordered models to explore temporal stability in factors affecting drivers' injury severity in single-vehicle …

E Dabbour, M Haider, E Diaa - Journal of traffic and transportation …, 2019 - Elsevier
logit models to analyze crash records and found that injury … -parameter ordinal models to
analyze light-duty single-vehicle … -parameter version of the ordinal logit models to account for …