交通运输系统工程与信息 ›› 2014, Vol. 14 ›› Issue (6): 171-175.

• 系统工程理论与方法 • 上一篇    下一篇

基于竞争风险模型的居民活动-出行计划研究

吴文静,罗清玉*,贾洪飞   

  1. 吉林大学交通学院,长春130022
  • 收稿日期:2014-06-23 修回日期:2014-10-15 出版日期:2014-12-25 发布日期:2014-12-30
  • 作者简介:吴文静(1980-),女,江苏省苏州市人,博士,讲师.
  • 基金资助:

    国家自然科学基金项目(51278221);博士后科学基金(2013M541307)

Activity-travel Schedule Planning Based on Competing Risk Hazard Model

WUWen-jing, LUO Qing-yu, JIA Hong-fei   

  1. Transportation College, Jilin University, Changchun 130022, China
  • Received:2014-06-23 Revised:2014-10-15 Online:2014-12-25 Published:2014-12-30

摘要:

对出行者活动-出行计划行为的研究有助于进一步解析出行者的行为决策机理,也是制定和实施交通管理政策的前提.本文扩展了传统的基于单一删失事件的生存风险研究,将竞争风险模型应用于出行者活动时间分配行为的研究,基于吉林市居民出行数据的分析,提取出行者制定活动计划的影响因素,通过敏感性分析,解析出行者在连续时间轴上活动参与类型与活动持续时间的联合选择过程.结果表明:出行者N次与N+1 次活动之间存在相互联系、相互制约关系,且关系强度又随着参与活动类型的不同而存在显著差异,竞争风险模型能有效应用于这些差异性的分析,丰富和扩展了出行行为的分析理论与方法.

关键词: 城市交通, 活动-出行行为, 竞争风险模型, 时间分配, 出行者

Abstract:

The study of the schedule planning of travelers helps to understand the process of travelers’ decisions. Also it is the premise of enacting and implementing traffic management strategy and policy. A competing risk hazard model, which describes simultaneously the duration of the present activity and the choice of the next activity, is presented. The application of the model extended to the field of traditional hazard models which account for only one delete events. The model is estimated based on the survey data of Jilin City, China. The covariates used in the model represent factors that affect activity scheduling. The estimated model suggesting that there is interrelated and constraint relationship between N and N+1 times activities of travelers, Moreover, the strength of that relations are change significantly with type of activities. The competing risk models used in this paper are a useful tool for describing such differences. These fundamental works is help for enriching and expanding the travel behavior analysis theory and method.

Key words: urban traffic, activity-travel behavior, competing risk hazard model, time allocation, travelers

中图分类号: