Analysis of the Impact of Sample Size, Attribute Variance and Within-Sample Choice Distribution on the Estimation Accuracy of Multinomial Logit Models Using Simulated Data-Reference-Cited by-同舟云学术

Analysis of the Impact of Sample Size, Attribute Variance and Within-Sample Choice Distribution on the Estimation Accuracy of Multinomial Logit Models Using Simulated Data

Published:2018-02-06 Issue:6 Volume:27 Page:771-789
ISSN:1004-3756
Container-title:Journal of Systems Science and Systems Engineering
language:en
Short-container-title:J. Syst. Sci. Syst. Eng.

Author:

Zeng Minhui,Zhong Ming,Hunt John Douglas

Publisher

Springer Science and Business Media LLC

Subject

Information Systems,Control and Systems Engineering

Link

http://link.springer.com/article/10.1007/s11518-018-5359-7/fulltext.html

Reference27 articles.

1. Bhat, C.R., & Guo, J. (2004). A mixed spatially correlated logit model: formulation and application to residential choice modeling. Transportation Research Part B: Methodological, 38(2):147–168.

2. Bhat, C.R., Castro, M. & Khan, M. (2013). A new estimation approach for the multiple discrete-continuous probit (mdcp) choice model. Transportation Research Part B: Methodological, 55:1–22.

3. Bierlaire, M.C.J. (2006). A theoretical analysis of the cross-nested logit model. Annals of Operations Research, 144(1):287–300.

4. Bliemer, M.C.J. & Rose, J.M. (2008) Construction of experimental designs for mixed logit models allowing for correlation across choice observations. The 87th Annual TRB Meeting, Washington DC, January 2008, USA.

5. Bliemer, M.C.J., Rose, J.M. & Hensher, D.A. (2009) Efficient stated choice experiments for estimating nested logit models. Transportation Research: Part B, 43:19–35.

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