期刊文献+

多水平模型在公交站间准点率影响因素分析中的应用 被引量:2

Application of multilevel models in analyzing the influencing factors of punctuality rate
下载PDF
导出
摘要 公交运行准点率是评价公共交通服务质量的重要指标,是促进公交优先发展,提高公交运行效率和服务质量的有力保证。分析多水平模型的基本原理,然后按照公交线路分层,采用分层整群抽样的方法,抽取江阴市运营中的公交车作为样本,以公交车个体为观察单位,充分考虑研究数据的层次结构特征,采用多水平模型建模分析公交站间准点率的影响因素。结论证明多水平模型能更精确地反映影响公交站间准点率的因素,不同因素对准点率的影响大小以及影响因素间的交叉作用。 Bus transit punctuality rate is an important index measuring the service quality of public transportation, and also a promotion for public transit development as well as for the improvement of public transporting performance. Firstly, the principle of multilevel model is introduced, and then the research is conducted by means of stratified cluster sampling with buses in Jiangyin city as the case. With the hierarchy characteristics of data collected are adequately considered, multilevel models are used to analyze the influencing factors of punctuality rate between bus stations. The conclusion is that multilevel models can reflect factors affecting punctuality rate between stations in a more accurate way, including the levels of different factors and mutual reactions.
出处 《交通科技与经济》 2013年第1期1-5,共5页 Technology & Economy in Areas of Communications
基金 国家自然科学基金资助项目(60974093/F030209)
关键词 公共交通 准点率 影响因素 多水平模型 bus transit punctuality rate influencing factor multilevel models
  • 相关文献

参考文献18

  • 1LowyA,Bernhard J. Quantitative assessment of changesin Patients’ constructs of quality of life: an application ofmultilevel models [J]. Qual Life Res. 2004,13(7):1177-85.
  • 2陈长生,徐勇勇,夏结来.医学多变量追踪数据的生长曲线模型[J].中国卫生统计,2000,17(4):194-196. 被引量:4
  • 3张雷,雷雳,郭伯良.多层线性模型应用[M].北京:教育科学出版社,2005.
  • 4Lindley?D V. Smith A F M. Bayes estimates for the lin-ear model [J]. Journal of the Royal Statistical Society,1972:1-41.
  • 5Judge TA,Scott BA, Ilies R. Hostility, job attitudes,and workplace deviance: test of a multilevel model [J]. JAppl Psychol,2006,91(1) : 126-38.
  • 6AnthonySB, StePhen WR. Hierarchical Linear Models:Applications and Data Analysis Methods[M],ThousandOaks, CA: Sage Publieation, 1992.
  • 7FoxJP. Stochastic EM for estimating the Parameters ofa multilevel 1RT model [J]. Br J Math Stat Psychol.2003,56(1) :65-81.
  • 8VienoA, Perkins DD,Smith TM,Santinello M. Demo-cratic school climate and sense of community in school : amultilevel analysis [J]. Am J Community Psychol.2005,36(3-4):327-41.
  • 9BrumbackBA, Cook RJ, Ryan LM. A meta-analysis ofcase-control and cohort studies with interval-censored ex-posure data: application to chorionic villus sampling [J].Biostatistics. 2000,1(2) :203-17.
  • 10Thompson SG, Turner RM,Warn DE. Multilevelmodels for meta-analysis,and their application to abso-lute risk differences [J]. Stat Methods Med Res.2001, 10(6):375-92.

二级参考文献34

共引文献134

同被引文献17

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部