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Masking identification of discrete choice models under simulation methods

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  • Chiou, Lesley
  • Walker, Joan L.
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    File URL: http://www.sciencedirect.com/science/article/B6VC0-4MHPC0X-1/2/519a9da16ed171ae4b17b3089822f305
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    Bibliographic Info

    Article provided by Elsevier in its journal Journal of Econometrics.

    Volume (Year): 141 (2007)
    Issue (Month): 2 (December)
    Pages: 683-703

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    Handle: RePEc:eee:econom:v:141:y:2007:i:2:p:683-703

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    Web page: http://www.elsevier.com/locate/jeconom

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    References

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    1. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    2. Joan L. Walker & Moshe Ben-Akiva & Denis Bolduc, 2007. "Identification of parameters in normal error component logit-mixture (NECLM) models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1095-1125.
    3. Vassilis A. Hajivassiliou & Axel Borsch-Supan, 1990. "Smooth Unbiased Multivariate Probability Simulators for Maximum Likelihood Estimation of Limited Dependent Variable Models," Cowles Foundation Discussion Papers 960, Cowles Foundation for Research in Economics, Yale University.
    4. Brownstone, David & Train, Kenneth, 1999. "Forecasting new product penetration with flexible substitution patterns," University of California Transportation Center, Working Papers qt1j6814b3, University of California Transportation Center.
    5. Bhat, Chandra R., 2001. "Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model," Transportation Research Part B: Methodological, Elsevier, vol. 35(7), pages 677-693, August.
    6. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
    7. E.K. Berndt & B.H. Hall & R.E. Hall, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 103-116 National Bureau of Economic Research, Inc.
    8. Stephane Hess & John Polak, 2003. "An alternative method to the scrambled Halton sequence for removing correlation between standard Halton sequences in high dimensions," ERSA conference papers ersa03p406, European Regional Science Association.
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    Cited by:
    1. Guevara, C. Angelo & Ben-Akiva, Moshe E., 2013. "Sampling of alternatives in Logit Mixture models," Transportation Research Part B: Methodological, Elsevier, vol. 58(C), pages 185-198.
    2. David Hensher & Corinne Mulley & Norhayati Yahya, 2010. "Passenger experience with quality-enhanced bus service: the tyne and wear ‘superoute’ services," Transportation, Springer, vol. 37(2), pages 239-256, March.
    3. Kent Sweeting & Jennifer Whitty & Paul Scuffham & Michael Yelland, 2011. "Patient Preferences for Treatment of Achilles Tendon Pain," The Patient: Patient-Centered Outcomes Research, Springer, vol. 4(1), pages 45-54, January.
    4. Cherchi, Elisabetta & Guevara, Cristian Angelo, 2012. "A Monte Carlo experiment to analyze the curse of dimensionality in estimating random coefficients models with a full variance–covariance matrix," Transportation Research Part B: Methodological, Elsevier, vol. 46(2), pages 321-332.
    5. Lorenzo Masiero & David Hensher, 2011. "Shift of reference point and implications on behavioral reaction to gains and losses," Transportation, Springer, vol. 38(2), pages 249-271, March.
    6. Laura Mørch Andersen, 2010. "Maintaining symmetry of simulated likelihood functions," IFRO Working Paper 2010/16, University of Copenhagen, Department of Food and Resource Economics.
    7. Laura Mørch Andersen, 2013. "Obtaining reliable Likelihood Ratio tests from simulated likelihood functions," IFRO Working Paper 2013/1, University of Copenhagen, Department of Food and Resource Economics.
    8. Olivier Allais; & Fabrice Etile; & Sebastien Lecocq, 2012. "Mandatory labelling, nutritional taxes and market forces: An empirical evaluation of fat policies in the French fromage blanc and yogurt market," Health, Econometrics and Data Group (HEDG) Working Papers 12/14, HEDG, c/o Department of Economics, University of York.
    9. Laurie Garrow & Tudor Bodea & Misuk Lee, 2010. "Generation of synthetic datasets for discrete choice analysis," Transportation, Springer, vol. 37(2), pages 183-202, March.
    10. Dana Goldman & John A. Romley, 2008. "Hospitals As Hotels: The Role of Patient Amenities in Hospital Demand," NBER Working Papers 14619, National Bureau of Economic Research, Inc.
    11. Joan L. Walker & Moshe Ben-Akiva & Denis Bolduc, 2007. "Identification of parameters in normal error component logit-mixture (NECLM) models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1095-1125.
    12. Heiss, Florian & Winschel, Viktor, 2008. "Likelihood approximation by numerical integration on sparse grids," Journal of Econometrics, Elsevier, vol. 144(1), pages 62-80, May.

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