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Journal of Computational and Graphical Statistics Volume 30, 2021 - Issue 1
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Articles

Surrogate Residuals for Discrete Choice Models

Chao Chenga Department of Biostatistics, School of Public Health, Yale University, New Haven, CTView further author information
,
Rui Wangb Department of Public Economics, School of Economics, Xiamen University, Xiamen, ChinaView further author information
&
Heping Zhanga Department of Biostatistics, School of Public Health, Yale University, New Haven, CTCorrespondence[email protected]
View further author information
Pages 67-77 | Received 07 Mar 2019, Accepted 24 May 2020, Published online: 09 Jul 2020

References

  • Ben-Akiva, M. E., and Lerman, S. R. (1985), Discrete Choice Analysis: Theory and Application to Travel Demand (Vol. 9), Cambridge, MA: MIT Press.
  • Chan, Y. H. (2005), “Biostatistics 305. Multinomial Logistic Regression,” Singapore Medical Journal, 46, 259–269.
  • Dunn, P. K., and Smyth, G. K. (1996), “Randomized Quantile Residuals,” Journal of Computational and Graphical Statistics, 5, 236–244. DOI: 10.2307/1390802.
  • Goeman, J. J., and le Cessie, S. (2006), “A Goodness-of-Fit Test for Multinomial Logistic Regression,” Biometrics, 62, 980–985. DOI: 10.1111/j.1541-0420.2006.00581.x.
  • Gupta, A. K., Nguyen, T., and Pardo, L. (2008), “Residuals for Polytomous Logistic Regression Models Based on φ-Divergences Test Statistics,” Statistics, 42, 495–514.
  • Hausman, J. A., and McFadden, D. (1981), “Specification Tests for the Multinomial Logit Model,” Econometrica: Journal of the Econometric Society, 52, 1219–1240. DOI: 10.2307/1910997.
  • Hoogendoorn-Lanser, S., Schaap, N. T., and OldeKalter, M. J. (2015), “The Netherlands Mobility Panel: An Innovative Design Approach for Web-Based Longitudinal Travel Data Collection,” Transportation Research Procedia, 11, 311–329. DOI: 10.1016/j.trpro.2015.12.027.
  • Koppelman, F. S., and Bhat, C. (2006), “A Self Instructing Course in Mode Choice Modeling: Multinomial and Nested Logit Models,” OnlineDoc, available at http://www.caee.utexas.edu/prof/bhat.
  • Liu, D. G., and Zhang, H. P. (2018), “Residuals and Diagnostics for ordinal Regression Models: A Surrogate Approach,” Journal of the American Statistical Association, 113, 845–854. DOI: 10.1080/01621459.2017.1292915.
  • Lovreglio, R., Borri, D., Luigi, D., and Ibeas, A. (2014), “A Discrete Choice Model Based on Random Utilities for Exit Choice in Emergency Evacuations,” Safety Science, 62, 418–426. DOI: 10.1016/j.ssci.2013.10.004.
  • McFadden, D. (1978), “Microarray Data Analysis: From Disarray to Consolidation and Consensus,” Transportation Research Board, 673, 72–77.
  • Nagel, H., and Hatzinger, R. (1992), “Diagnostics in Some Discrete Choice Models,” Computational Statistics & Data Analysis, 13, 407–414. DOI: 10.1016/0167-9473(92)90115-V.
  • Pagan, A., and Vella, F. (1989), “Diagnostic Tests for Models Based on Individual Data: A Survey,” Journal of Applied Econometrics, 4, S29–S59. DOI: 10.1002/jae.3950040504.
  • Train, K. E. (1998), “Recreation Demand Models With Taste Differences Over People,” Land Economics, 74, 230–239. DOI: 10.2307/3147053.

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