IDEAS home Printed from https://ideas.repec.org/a/eee/ecolet/v120y2013i2p288-291.html
   My bibliography  Save this article

On discrete location choice models

Author

Listed:
  • Herger, Nils
  • McCorriston, Steve

Abstract

When estimating location choices, Poisson regressions and conditional logit models yield identical coefficient estimates (Guimarães et al., 2003). These econometric models involve polar assumptions as regards the similarity of the different locations. Schmidheiny and Brülhart (2011) reconcile these polar cases by introducing a fixed outside option transforming the conditional logit into a nested logit framework. This gives rise to a dissimilarity parameter (λ∈[0;1]) equalling 1 in Poisson regressions (with completely dissimilar locations) and 0 in conditional logit models (with completely similar locations). The dissimilarity parameter is not identified in Schmidheiny and Brülhart (2011). We show that a choice consistent normalisation identifies λ and that, with panel data, its estimation is facilitated by adopting a Poisson regression approach.

Suggested Citation

  • Herger, Nils & McCorriston, Steve, 2013. "On discrete location choice models," Economics Letters, Elsevier, vol. 120(2), pages 288-291.
    • Handle: RePEc:eee:ecolet:v:120:y:2013:i:2:p:288-291
    DOI: 10.1016/j.econlet.2013.04.015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165176513001869
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econlet.2013.04.015?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Paulo Guimarães & Octávio Figueirdo & Douglas Woodward, 2003. "A Tractable Approach to the Firm Location Decision Problem," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 201-204, February.
    2. Schmidheiny, Kurt & Brülhart, Marius, 2011. "On the equivalence of location choice models: Conditional logit, nested logit and Poisson," Journal of Urban Economics, Elsevier, vol. 69(2), pages 214-222, March.
    3. 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.
    4. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    5. Hensher, David A. & Greene, William H., 2002. "Specification and estimation of the nested logit model: alternative normalisations," Transportation Research Part B: Methodological, Elsevier, vol. 36(1), pages 1-17, January.
    6. 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)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Asmae AQZZOUZ & Nathalie PICARD, 2024. "Residential Mobility And Life Cycle: Examination Of The Influence Of Local Taxes," Working Papers of BETA 2024-12, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    2. Asmae AQZZOUZ & Nathalie PICARD, 2023. "Residential Mobility And Life Cycle: Identifying The Role Of Local Taxes," Working Papers of BETA 2023-43, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    3. Herger, Nils, 2020. "On the ecological fallacy in discrete-choice models," Journal of choice modelling, Elsevier, vol. 34(C).
    4. Ludo Peeters & Coro Chasco, 2016. "Identifying local determinants of destination choices of international immigrants to the Madrid metropolitan area," Papers in Regional Science, Wiley Blackwell, vol. 95(2), pages 281-307, June.

    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. Nils Herger, 2013. "On Discrete Location Choice Models," Working Papers 13.02, Swiss National Bank, Study Center Gerzensee.
    2. Nalin Kumar Ramaul & Pinki Ramaul, 2018. "Regional Incentives and Location Choice of New Firms in India: A Nested Logit Model," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(2), pages 501-525, June.
    3. McCoy, Daire & Lyons, Sean & Morgenroth, Edgar & Palcic, Donal & Allen, Leonie, 2016. "The impact of local infrastructure on new business establishments," MPRA Paper 69074, University Library of Munich, Germany.
    4. Daire McCoy & Sean Lyons & Edgar Morgenroth & Donal Palcic & Leonie Allen, 2018. "The impact of broadband and other infrastructure on the location of new business establishments," Journal of Regional Science, Wiley Blackwell, vol. 58(3), pages 509-534, June.
    5. Fatica, Serena, 2009. "Taxation and the quality of institutions: asymmetric effects on FDI," MPRA Paper 24179, University Library of Munich, Germany, revised Jun 2010.
    6. Miguel C. Manjon-Antolin & Josep Maria Arauzo-Carod, 2006. "Locations and Relocations: Modelling, Determinants, and Interrelations," ERSA conference papers ersa06p33, European Regional Science Association.
    7. 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.
    8. Kim, Hyungtai & Ahn, Sanghoon & Ulfarsson, Gudmundur F., 2018. "Transportation infrastructure investment and the location of new manufacturing around South Korea's West Coast Expressway," Transport Policy, Elsevier, vol. 66(C), pages 146-154.
    9. Xavier Giroud & Joshua Rauh, 2017. "State Taxation and the Reallocation of Business Activity: Evidence from Establishment-Level Data," Working Papers 17-02, Center for Economic Studies, U.S. Census Bureau.
    10. Megha Mukim & Peter Nunnenkamp, 2012. "The Location Choices of Foreign Investors: A District-level Analysis in India," The World Economy, Wiley Blackwell, vol. 35(7), pages 886-918, July.
    11. Simone Bertoli & Jesus Fernández-Huertas Moraga, 2012. "Visa Policies, Networks and the Cliff at the Border," Working Papers 2012-12, FEDEA.
    12. Nils Herger & Steve McCorriston, 2014. "Horizontal, Vertical, and Conglomerate FDI: Evidence from Cross Border Acquisitions," Working Papers 14.02, Swiss National Bank, Study Center Gerzensee.
    13. 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.
    14. Billings, Stephen B. & Johnson, Erik B., 2012. "The location quotient as an estimator of industrial concentration," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 642-647.
    15. Judith Yates & Gavin Wood, 2005. "Affordable Rental Housing: Lost, Stolen and Strayed," The Economic Record, The Economic Society of Australia, vol. 81(s1), pages 82-95, August.
    16. Bredtmann, Julia & Nowotny, Klaus & Otten, Sebastian, 2020. "Linguistic distance, networks and migrants’ regional location choice," Labour Economics, Elsevier, vol. 65(C).
    17. Adelheid Holl & Ilaria Mariotti, 2018. "The Geography of Logistics Firm Location: The Role of Accessibility," Networks and Spatial Economics, Springer, vol. 18(2), pages 337-361, June.
    18. Julia Bredtmann & Klaus Nowotny & Sebastian Otten, 2017. "Linguistic Distance, Networks and Migrants’ Regional Location Choice," RF Berlin - CReAM Discussion Paper Series 1712, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    19. Guimaraes, Paulo & Figueiredo, Octávio & Woodward, Douglas, 2002. "Modeling industrial location decisions in U.S. counties," ERSA conference papers ersa02p060, European Regional Science Association.
    20. 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.

    More about this item

    Keywords

    Conditional logit model; Nested logit model; Poisson regression;
    All these keywords.

    JEL classification:

    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables

    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:eee:ecolet:v:120:y:2013:i:2:p:288-291. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolet .

    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.