中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

Journal of Chongqing Jiaotong University(Natural Science) ›› 2014, Vol. 33 ›› Issue (5): 124-127.DOI: 10.3969/j.issn.1674-0696.2014.05.28

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Demand Level Identification of Regional Passenger Transport Corridor Based on Ordered Probit Model

Li Li, Ding Hongfei   

  1. School of Transportation & Logistics, Southwest Jiaotong University, Chengdu 610031, Sichuan, China
  • Received:2013-06-06 Revised:2013-09-29 Online:2014-10-15 Published:2015-03-10

基于Ordered Probit模型的区域客运通道需求层次识别

李莉,丁宏飞   

  1. 西南交通大学 交通运输与物流学院,四川 成都 610031
  • 作者简介:李莉(1989—),女,四川眉山人,硕士研究生,主要从事交通运输规划与管理、轨道交通方面的研究。E-mail:childish_lili@163.com。
  • 基金资助:
    四川省科技支撑计划项目(2011FZ0050)

Abstract: To ensure the rational allocation of regional passenger transport corridor capacity resources, the demand level was selected as the dependent variable, and personal income, trip purpose together with psychological preferences were selected as the control variables. Therefore, an Ordered Probit model for the passenger demand level identification was established. Based on the Chengdu-Chongqing passenger transport corridor survey data, a three-dimensional view of the effect of the control variables on the dependent variable within the transport corridor was depicted by the use of oprobit command of Stata software to achieve the parameter estimation and by means of interpolation technology of MATLAB software. The results show that the demand level recognition model can well reflect the demand level of tourists with different influencing factors.

Key words: traffic transportation;regional passenger transport corridor, Ordered Probit model, demand level

摘要: 为保证区域客运通道运力资源的合理配置,选取客运需求层次为因变量,个人收入、出行目的、心理偏好为控制变量,建立了客运需求层次识别的Ordered Probit模型。根据成渝客运通道的相关调查数据,利用Stata软件的oprobit命令实现参数估计,并借助MATLAB软件的插值技术,描绘出该通道内控制变量对因变量的作用效果变化特征三维图。结果表明:此需求层次识别模型可以良好的表征不同影响因素下旅客的需求层级。

关键词: 交通运输, 区域客运通道, Ordered Probit模型, 需求层次

CLC Number: