Weibit choice models: Properties, mode choice application and graphical illustrations

IF 2.8 3区 经济学 Q1 ECONOMICS
Yu Gu , Anthony Chen , Songyot Kitthamkesorn
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引用次数: 5

Abstract

This study presents the properties of the weibit travel choice model (which was newly developed in 2008) and its applications in transportation research. The weibit model uses a Weibull-distributed random error term, relaxing the identically distributed assumption to derive the closed-form choice probability expression. The properties and advantages of the weibit model are graphically illustrated by comparisons with the commonly used logit model. The relationship between the weibit and logit models are discussed in the transportation context. The applications of weibit models to transportation research are exemplified based on the mode choice modeling in various transportation networks incorporating emerging technologies. The study reveals that weibit models have attractive features for evaluating and planning future transportation systems.

微比特选择模型:属性,模式选择应用程序和图形说明
本文介绍了2008年新提出的weibit出行选择模型的性质及其在交通研究中的应用。weibit模型采用威布尔分布随机误差项,放宽同分布假设,推导出封闭形式的选择概率表达式。通过与常用的logit模型的比较,直观地说明了weibit模型的特性和优点。在运输环境中讨论了weibit模型和logit模型之间的关系。基于结合新兴技术的各种交通网络的模式选择建模,举例说明了weibit模型在交通研究中的应用。研究表明,weibit模型在评估和规划未来交通系统方面具有吸引人的特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
12.50%
发文量
31
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