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Random-Parameter Bayesian Hierarchical Extreme Value Modeling Approach with Heterogeneity in Means and Variances for Traffic Conflict–Based Crash Estimation
Publisher: ASCE
Abstract: Using random parameters in combination with extreme value theory (EVT) models has been shown to capture unobserved heterogeneity and improve crash estimation based on traffic conflicts. However, in existing random-parameter ...
A Novel Filtering Method of Travel-Time Outliers Extracted from Large-Scale Traffic Checkpoint Data
Publisher: ASCE
Abstract: The traffic checkpoint data collected by video detection and license plate recognition technologies contain abundant traffic information such as vehicle travel time and path. However, due to various factors, there are often ...
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