全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

描述性选择试验设计方法研究——在出行选择行为分析中的应用

Keywords: 描述性偏好选择试验,标号试验,不标号试验,正交设计,有效设计,统计分析软件R

Full-Text   Cite this paper   Add to My Lib

Abstract:

针对如何实现合理有效的描述性选择试验设计,总结了不同试验类型(不标号试验和标号试验)的优缺点及不同试验设计方法(正交设计和有效设计)的适用范围,以通勤者出行路径和出发时间联合选择为例,利用R软件针对多项logit模型,进行正交主效应试验设计.基于得到的标号正交试验设计方案进行数据采集和模型估计,结果显示模型拟合度良好,估计结果统计性显著.

References

[1]  AIZAKI H, NISHMURA K. Design and analysis of choice experiments using R: a brief introduction [J]. Information Resrarch, 2008, 17(2): 86-94.
[2]  BLIEMER M C, ROSE J M. Experimental design influences on stated choice outputs: an empirical study in air travel choice [J]. Transportation Research Part A: Policy and Practice, 2011, 45(1): 63-79.
[3]  STREET D J, BURGESS L, LOUVIERE J J. Quick and easy choice sets: constructing optimal and nearly optimal stated choice experiments [ J]. International Journal of Research in Marketing, 2005, 22(4): 459-470.
[4]  LOUVIERE J J, ISLAM T, WASI N, et al. Designing discrete choice experiments: do optimal designs come at a price? [ J]. Journal of Consumer Research, 2008, 35 (2): 360-375.
[5]  HESS S, SMITH C, FALZARANO S, et al. Measuring the effects of different experimental designs and survey administration methods using an Atlanta managed lanes stated preference survey [ J]. Transportation Research Record, 2008, 2049: 144-152.
[6]  ROSE J M, BLIEMER M C. Stated preference experimental design strategies [ J ]. Transportation Research Record, 2008: 151-180.
[7]  LOUVIERE J J, HENSHER D A, SWAIT J D. Stated choice methods: analysis and applications [ M ]. Cambridge: Cambridge University Press, 2000: 83-96.
[8]  BEKKER-GROB D, ESTHER W, HOL L, et al. Labeled versus unlabeled discrete choice experiments in health economics: an application to colorectal cancer screening [J]. Value in Health, 2010, 13(2): 315-323.
[9]  ROSE J M, BLIEMER M C. Constructing efficient stated choice experimental designs [ J]. Transport Reviews, 2009, 29(5): 587-617.
[10]  HENSHER D A, BARNARD P O. The orthogonality issue in stated choice designs [ J ]. Transportation Research Record, 1988: 99-111.
[11]  FERRINI S, SCAPA R. Designs with a priori information for nonmarket valuation with choice experiments: a Monte Carlo study [J]. Journal of Environmental Economics and Management, 2007, 53(3): 342-363.
[12]  AIZKAI H. Basic functions for supporting an implementation of choice experiments in R [J]. Journal of Statistical Software, Code Snippets, 2012, 50(2): 1-24.
[13]  WHEELER B. AlgDesign [ EB/ OL]. [2014-10-20].http: //dssm. unipa. it/ CRAN/ web/ packages/AlgDesign/ AlgDesign. pdf. 2014.
[14]  WHEELER R E. Comments on algorithmic design [EB/OL]. [2014-10-20]. http://cran. r-project. org/ web/packages / AlgDesign / vignettes/ AlgDesign. pdf. 2014.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133