Estimating Urban Arterial Traffic Speed Distributions Using XGBoostLSS
Eugene Boasiako Antwi,
Xu Zhang,
Mei Chen
Abstract:The distribution of traffic speed is a critical input in many practical transportation planning and management applications. Accurate estimation of speed distributions facilitates the understanding of traffic patterns, the evaluation of roadway performance, and the development of effective traffic control strategies. However, given the dynamic nature of traffic conditions, particularly on arterials typified by multimodal speed distributions, modeling of the distribution of traffic speed can be challenging. In … Show more
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