IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v2y2002i3p227-252.html

Structural choice analysis with nested logit models

Author

Listed:
  • Florian Heiss

    (University of Mannheim)

Abstract

The nested logit model has become an important tool for the empirical analysis of discrete outcomes. There is some confusion about its specification of the outcome probabilities. Two major variants show up in the literature. This paper compares both and Þnds that one of them (called random utility maximization nested logit, RUMNL) is preferable in most situations. Since the command nlogit of Stata 7.0 implements the other variant (called non-normalized nested logit, NNNL), an implementation of RUMNL called nlogitrum is introduced.Numerous examples support and illustrate the differences between both specifications. Copyright 2002 by Stata Corporation.

Suggested Citation

  • Florian Heiss, 2002. "Structural choice analysis with nested logit models," Stata Journal, StataCorp LLC, vol. 2(3), pages 227-252, August.
    • Handle: RePEc:tsj:stataj:v:2:y:2002:i:3:p:227-252
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/software/sj2-3/st0017/
    Download Restriction: no
    File URL: http://www.stata-journal.com/sjpdf.html?articlenum=st0017
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, November.
    2. 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.
    3. Borsch-Supan, Axel, 1990. "On the compatibility of nested logit models with utility maximization," Journal of Econometrics, Elsevier, vol. 43(3), pages 373-388, March.
    4. Gary L. Hunt, 2000. "Alternative Nested Logit Model Structures and the Special Case of Partial Degeneracy," Journal of Regional Science, Wiley Blackwell, vol. 40(1), pages 89-113, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Heiss, Florian, 2002. "Specification(s) of Nested Logit Models," Sonderforschungsbereich 504 Publications 02-24, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    2. Hunt, Gary L. & Mueller, Richard E., 2010. "Returns to Skill, Tax Policy, and North American Migration by Skill Level: Canada and the United States 1995 - 2001," CLSSRN working papers clsrn_admin-2010-11, Vancouver School of Economics, revised 26 Mar 2010.
    3. Danis, Michelle A. & Pennington-Cross, Anthony, 2008. "The delinquency of subprime mortgages," Journal of Economics and Business, Elsevier, vol. 60(1-2), pages 67-90.
    4. Horst Raff & Michael Ryan & Frank Stähler, 2012. "Firm Productivity and the Foreign‐Market Entry Decision," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 21(3), pages 849-871, September.
    5. Rinaldo Brau & Matteo Lippi Bruni, 2008. "Eliciting the demand for long‐term care coverage: a discrete choice modelling analysis," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 411-433, March.
    6. Ahmadi Azari, Kian & Arintono, Sulistyo & Hamid, Hussain & Rahmat, Riza Atiq O.K., 2013. "Modelling demand under parking and cordon pricing policy," Transport Policy, Elsevier, vol. 25(C), pages 1-9.
    7. Bliemer, Michiel C.J. & Rose, John M. & Hensher, David A., 2009. "Efficient stated choice experiments for estimating nested logit models," Transportation Research Part B: Methodological, Elsevier, vol. 43(1), pages 19-35, January.
    8. José L. Oviedo & Alejandro Caparrós, 2013. "Revealed preference land use models in Andalusia: integrating commercial and environmental variables," Working Papers 1303, Instituto de Políticas y Bienes Públicos (IPP), CSIC.
    9. Nils Herger, 2013. "On Discrete Location Choice Models," Working Papers 13.02, Swiss National Bank, Study Center Gerzensee.
    10. Mutanyagwa, Ange Pacifique, 2017. "Smallholder Farmers’ Preferences For Improved Maize Seeds Varieties In Tanzania," Research Theses 265536, Collaborative Masters Program in Agricultural and Applied Economics.
    11. Huang, Youlin & Qian, Lixian & Soopramanien, Didier & Tyfield, David, 2021. "Buy, lease, or share? Consumer preferences for innovative business models in the market for electric vehicles," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    12. Anna Maria Pinna & Rinaldo Brau & Vania Manuela Licio, 2016. "Broadening or jumping? An analysis of the first export market of European Union firms," Environment and Planning C, , vol. 34(4), pages 592-616, June.
    13. Herger, Nils & McCorriston, Steve, 2013. "On discrete location choice models," Economics Letters, Elsevier, vol. 120(2), pages 288-291.
    14. Stuart A. Gabriel & Gary Painter, 2008. "Mobility, Residential Location and the American Dream: The Intrametropolitan Geography of Minority Homeownership," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 36(3), pages 499-531, September.
    15. Yan, Xiang & Levine, Jonathan & Marans, Robert, 2019. "The effectiveness of parking policies to reduce parking demand pressure and car use," Transport Policy, Elsevier, vol. 73(C), pages 41-50.
    16. Zhifeng Gao & Ted C. Schroeder, 2009. "Consumer responses to new food quality information: are some consumers more sensitive than others?," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 339-346, May.
    17. Gallardo, R. Karina & Wang, Qianqian, 2013. "Willingness to Pay for Pesticides' Environmental Features and Social Desirability Bias: The Case of Apple and Pear Growers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 38(01), pages 1-16, April.
    18. Ortega, David L. & Wang, H. Holly & Wu, Laping & Hong, Soo Jeong, 2015. "Retail channel and consumer demand for food quality in China," China Economic Review, Elsevier, vol. 36(C), pages 359-366.
    19. Robert Turner, 2013. "Using contingent choice surveys to inform national park management," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 3(2), pages 120-138, June.
    20. Bodo Herzog, 2018. "Valuation of Digital Platforms: Experimental Evidence for Google and Facebook," IJFS, MDPI, vol. 6(4), pages 1-13, October.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:tsj:stataj:v:2:y:2002:i:3:p:227-252. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F. Baum or Lisa Gilmore (email available below). General contact details of provider: http://www.stata-journal.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.