Temporal stability of driver injury severities in animal-vehicle collisions: A random parameters with heterogeneity in means (and variances) approach

NSS Al-Bdairi, A Behnood, S Hernandez - Analytic methods in accident …, 2020 - Elsevier
… and variances) of the random parameters can improve the overall fit … temporal stability of
explanatory variables, the findings of this study show how underestimating the temporal stability

Temporal stability of factors influencing driver-injury severities in single-vehicle crashes: A correlated random parameters with heterogeneity in means and variances …

C Se, T Champahom, S Jomnonkwao… - Analytic methods in …, 2021 - Elsevier
… focuses on the temporal stability of contributing factors of driver… temporal stability of the
effects of contributing factors, such as driver, vehicle, roadway, crash, environmental and temporal

Temporal stability of driver injury severity in single-vehicle roadway departure crashes: A random thresholds random parameters hierarchical ordered probit approach

M Yu, C Ma, J Shen - Analytic methods in accident research, 2021 - Elsevier
… The intent of this study is to discuss the temporal stability of factors affecting crash
severity by developing an ordered response approach that can simultaneously address the …

Temporal stability of factors affecting injury severity in rear-end and non-rear-end crashes: A random parameter approach with heterogeneity in means and variances

C Wang, F Chen, Y Zhang, S Wang, B Yu… - Analytic methods in …, 2022 - Elsevier
… to biased parameter estimates (… random parameter logit models with heterogeneity in
means and variances are utilized in this study to explore the heterogeneity and temporal stability

The temporal stability of factors affecting driver injury severity in run-off-road crashes: A random parameters ordered probit model with heterogeneity in the means …

M Yu, C Zheng, C Ma, J Shen - Accident Analysis & Prevention, 2020 - Elsevier
… the temporal stability of factors affecting driver injury severity. The random parameters ordered
… if the developed driver injury severity models are temporal stable over the studied period. …

Temporal stability of pedestrian injury severity in pedestrian-vehicle crashes: New insights from random parameter logit model with heterogeneity in means and …

A Zamani, A Behnood, SR Davoodi - Analytic Methods in Accident …, 2021 - Elsevier
… the temporal stability and … random parameters logit model was employed to determine the
variables that significantly affect the degree of pedestrian injury and to investigate their stability

[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
… Understanding the temporal stability in the factors influencing drivers’ injury severity in …
temporal instability of the factors being addressed. This study investigates the temporal stability of …

Injury severity analysis of rollover crashes for passenger cars and light trucks considering temporal stability: A random parameters logit approach with heterogeneity in …

S Liu, WD Fan, Y Li - Journal of safety research, 2021 - Elsevier
… Further, the temporal stability/instability in the effects of contributing factors has not been
taken into account in the rollover crashes by considering passenger cars and light trucks …

Temporal stability in predictive process monitoring

I Teinemaa, M Dumas, A Leontjeva… - Data Mining and …, 2018 - Springer
stability of the successive predictions made for each case. To this end, this paper defines a
notion of temporal stability … can be enhanced by hyperparameter-optimizing random forests …

Temporal analysis of crash severities involving male and female drivers: A random parameters approach with heterogeneity in means and variances

X Yan, J He, C Zhang, Z Liu, C Wang, B Qiao - Analytic methods in accident …, 2021 - Elsevier
… Considering the fatalities and huge loss brought by casualty crashes, this paper aims to
explore the heterogeneity and temporal stability of casualty crash severity between male and …