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Modelling Travel Time Reliability with the Burr Distribution

机译:用毛刺分布对旅行时间可靠性进行建模

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摘要

This paper suggests the Burr distribution as a useful statistical model to represent travel time reliability through studies of the day-to-day variability in travel times on journeys in urban areas. This distribution has a flexible shape and the ability to describe the very long upper tails (and hence significant skewness) seen in observed distributions of travel time variations. This result provides a means to study travel time reliability in more detail, and in line with recent research on indices of travel time reliability. The Burr distribution is algebraically tractable, which means that percentile values can be computed directly. In this way various travel time reliability metrics, such as the FHWA Buffer Index and the Delft skewness parameters can be computed from the fitted Burr parameters. This opens the way to the inclusion of reliability as a consideration in economic analysis, using a metric that can better reflect the nature of travel time variability. A case study example, using real world data, illustrates the proposed computational method for the travel time reliability metrics.
机译:本文建议Burr分布作为有用的统计模型,通过研究城市地区出行的出行时间的日常变化来表示出行时间的可靠性。这种分布具有灵活的形状,并且能够描述在观察到的旅行时间变化分布中看到的很长的上尾巴(因此有明显的偏斜)。该结果提供了一种更详细地研究旅行时间可靠性的方法,并且与最近对旅行时间可靠性指标的研究保持一致。 Burr分布是代数可处理的,这意味着可以直接计算百分位值。通过这种方式,可以从拟合的Burr参数中计算出各种行驶时间可靠性指标,例如FHWA缓冲区索引和Delft偏度参数。这为使用经济性分析中考虑的可靠性开辟了一条道路,使之能够更好地反映出旅行时间可变性的性质。一个使用真实世界数据的案例研究示例说明了旅行时间可靠性指标的拟议计算方法。

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