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Efficient Estimation of Nested Logit Models

Author

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  • Brownstone, David
  • Small, Kenneth A

Abstract

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Suggested Citation

  • Brownstone, David & Small, Kenneth A, 1989. "Efficient Estimation of Nested Logit Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 7(1), pages 67-74, January.
    • Handle: RePEc:bes:jnlbes:v:7:y:1989:i:1:p:67-74
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    Cited by:

    1. Koppelman, Frank S. & Wen, Chieh-Hua, 1998. "Alternative nested logit models: structure, properties and estimation," Transportation Research Part B: Methodological, Elsevier, vol. 32(5), pages 289-298, June.
    2. Qi Feng & J. George Shanthikumar & Mengying Xue, 2022. "Consumer Choice Models and Estimation: A Review and Extension," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 847-867, February.
    3. Lahiri, Kajal & Gao, Jian, 2002. "Bayesian analysis of nested logit model by Markov chain Monte Carlo," Journal of Econometrics, Elsevier, vol. 111(1), pages 103-133, November.
    4. Marc J. Leclere, 1999. "The Interpretation of Coefficients in N†Chotomous Qualitative Response Models," Contemporary Accounting Research, John Wiley & Sons, vol. 16(4), pages 711-747, December.
    5. Lefebvre, Pierre & Brouillette, Liliane & Felteau, Claude, 1994. "Comportements de fécondité des Québécoises, allocations familiales et impôts : résultats et simulations d’un modèle de choix discrets portant sur les années 1975-1987," L'Actualité Economique, Société Canadienne de Science Economique, vol. 70(4), pages 399-451, décembre.
    6. Vinit Kumar Mishra & Karthik Natarajan & Dhanesh Padmanabhan & Chung-Piaw Teo & Xiaobo Li, 2014. "On Theoretical and Empirical Aspects of Marginal Distribution Choice Models," Management Science, INFORMS, vol. 60(6), pages 1511-1531, June.
    7. Stafford, Tess M., 2018. "Accounting for outside options in discrete choice models: An application to commercial fishing effort," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 159-179.
    8. Kaoru, Yoshiaki, 1995. "Measuring marine recreation benefits of water quality improvements by the nested random utility model," Resource and Energy Economics, Elsevier, vol. 17(2), pages 119-136, August.
    9. Beyhaghi, Mehdi & Massoud, Nadia & Saunders, Anthony, 2017. "Why and how do banks lay off credit risk? The choice between retention, loan sales and credit default swaps," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 335-355.
    10. Youssef M. Aboutaleb & Moshe Ben-Akiva & Patrick Jaillet, 2020. "Learning Structure in Nested Logit Models," Papers 2008.08048, arXiv.org.
    11. Needelman, Michael S. & Kealy, Mary Jo, 1995. "Recreational Swimming Benefits Of New Hampshire Lake Water Quality Policies: An Application Of A Repeated Discrete Choice Model," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 24(1), pages 1-10, April.
    12. Bodas Freitas, Isabel Maria & Geuna, Aldo & Rossi, Federica, 2013. "Finding the right partners: Institutional and personal modes of governance of university–industry interactions," Research Policy, Elsevier, vol. 42(1), pages 50-62.
    13. Matthew Kovach & Gerelt Tserenjigmid, 2022. "Behavioral Foundations of Nested Stochastic Choice and Nested Logit," Journal of Political Economy, University of Chicago Press, vol. 130(9), pages 2411-2461.
    14. Schupp, Alvin R. & Dellenbarger, Lynn E., 1993. "The Effectiveness Of State Logos For Farm-Raised Catfish," Journal of Food Distribution Research, Food Distribution Research Society, vol. 24(2), pages 1-12, September.
    15. Paulo Guimaraes & Robert J. Rolfe & Douglas P. Woodward, 1998. "Regional Incentives and Industrial Location in Puerto Rico," International Regional Science Review, , vol. 21(2), pages 119-138, August.
    16. Libo Wu & Changhe Li & Haoqi Qian & ZhongXiang Zhang, 2013. "Understanding the Consumption Behaviors on Electric Vehicles in China - A Stated Preference Analysis," Working Papers 2013.79, Fondazione Eni Enrico Mattei.
    17. Bhat, Chandra R., 1997. "Covariance heterogeneity in nested logit models: Econometric structure and application to intercity travel," Transportation Research Part B: Methodological, Elsevier, vol. 31(1), pages 11-21, February.
    18. David Muller & Yurii Nesterov & Vladimir Shikhman, 2021. "Dynamic pricing under nested logit demand," Papers 2101.04486, arXiv.org.
    19. Eymann, Angelika & Ronning, Gerd, 1992. "Microeconometric models of tourists' destination choice," Discussion Papers, Series II 171, University of Konstanz, Collaborative Research Centre (SFB) 178 "Internationalization of the Economy".
    20. Orbeta, Aniceto Jr. C. & Alba, Michael M., 1998. "Macroeconomic Policy Change and Household Health Outomes: A Simulation of the Impact of the 1988-1992 Tariff Reform Program," Discussion Papers DP 1998-03, Philippine Institute for Development Studies.
    21. Junsen Zhang & Saul D. Hoffman, 1993. "Discrete-Choice Logit Models," Sociological Methods & Research, , vol. 22(2), pages 193-213, November.
    22. Poirier, Dale J., 1996. "A Bayesian analysis of nested logit models," Journal of Econometrics, Elsevier, vol. 75(1), pages 163-181, November.

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