Analytic Methods In Accident Research

Analytic Methods In Accident Research

事故研究中的分析方法

  • 1区 中科院分区
  • Q1 JCR分区

高引用文章

文章名称 引用次数
Temporal instability and the analysis of highway accident data 52
Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes 32
The effects of driver fatigue, gender, and distracted driving on perceived and observed aggressive driving behavior: A correlated grouped random parameters bivariate probit approach 27
A statistical assessment of temporal instability in the factors determining motorcyclist injury severities 26
Analysis of accident injury-severities using a correlated random parameters ordered probit approach with time variant covariates 26
Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways 23
Analysis of vehicle accident-injury severities: A comparison of segment-versus accident-based latent class ordered probit models with class-probability functions 21
Analysis of accident injury-severity outcomes: The zero-inflated hierarchical ordered probit model with correlated disturbances 19
An exploratory investigation of public perceptions towards safety and security from the future use of flying cars in the United States 18
Benchmarking regions using a heteroskedastic grouped random parameters model with heterogeneity in mean and variance: Applications to grade crossing safety analysis 15
Developing a grouped random parameters multivariate spatial model to explore zonal effects for segment and intersection crash modeling 15
Using the multivariate spatio-temporal Bayesian model to analyze traffic crashes by severity 14
A preliminary investigation of the effectiveness of high visibility enforcement programs using naturalistic driving study data: A grouped random parameters approach 13
Investigating varying effect of road-level factors on crash frequency across regions: A Bayesian hierarchical random parameter modeling approach 10
Bayesian hierarchical modeling of the non-stationary traffic conflict extremes for crash estimation 9
Evaluating temporal variability of exogenous variable impacts over 25 years: An application of scaled generalized ordered logit model for driver injury severity 8
Combining driving simulator and physiological sensor data in a latent variable model to incorporate the effect of stress in car-following behaviour 8
Developing a Random Parameters Negative Binomial-Lindley Model to analyze highly over-dispersed crash count data 8
Modeling unobserved heterogeneity for zonal crash frequencies: A Bayesian multivariate random-parameters model with mixture components for spatially correlated data 8
Exploring driver injury severity patterns and causes in low visibility related single-vehicle crashes using a finite mixture random parameters model 7
A joint econometric approach for modeling crash counts by collision type 6
A comprehensive joint econometric model of motor vehicle crashes arising from multiple sources of risk 6
A latent class approach for driver injury severity analysis in highway single vehicle crash considering unobserved heterogeneity and temporal influence 6
Non-decreasing threshold variances in mixed generalized ordered response models: A negative correlations approach to variance reduction 5
A hierarchical Bayesian spatiotemporal random parameters approach for alcohol/drug impaired-driving crash frequency analysis 5
Multivariate random parameters zero-inflated negative binomial regression for analyzing urban midblock crashes 4
A flexible discrete density random parameters model for count data: Embracing unobserved heterogeneity in highway safety analysis 4
A marginalized random effects hurdle negative binomial model for analyzing refined-scale crash frequency data 4
Contrasting case-wise deletion with multiple imputation and latent variable approaches to dealing with missing observations in count regression models 4
Bayesian hierarchical modeling of traffic conflict extremes for crash estimation: A non-stationary peak over threshold approach 4
A multilevel generalized ordered probit fractional split model for analyzing vehicle speed 4
A joint framework for static and real-time crash risk analysis 3
Do we need multivariate modeling approaches to model crash frequency by crash types? A panel mixed approach to modeling crash frequency by crash types 3
Hourly associations between weather factors and traffic crashes: Non-linear and lag effects 2
Comprehensive evaluation of signal-coordinated arterials on traffic safety 2
A mixed grouped response ordered logit count model framework 0