IDEAS home Printed from https://ideas.repec.org/a/bla/polstu/v58y2010i2p368-388.html
   My bibliography  Save this article

Discriminating Methods: Tests for Non‐nested Discrete Choice Models

Author

Listed:
  • Kevin A. Clarke
  • Curtis S. Signorino

Abstract

We consider the problem of choosing between rival statistical models that are non‐nested in terms of their functional forms. We assess the ability of two tests, one parametric and one distribution free, to discriminate between such models. Our Monte Carlo simulations demonstrate that both tests are, to varying degrees, able to discriminate between strategic and non‐strategic discrete choice models. The distribution‐free test appears to have greater relative power in small samples.

Suggested Citation

  • Kevin A. Clarke & Curtis S. Signorino, 2010. "Discriminating Methods: Tests for Non‐nested Discrete Choice Models," Political Studies, Political Studies Association, vol. 58(2), pages 368-388, March.
    • Handle: RePEc:bla:polstu:v:58:y:2010:i:2:p:368-388
    DOI: 10.1111/j.1467-9248.2009.00813.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1467-9248.2009.00813.x
    Download Restriction: no
    File URL: https://libkey.io/10.1111/j.1467-9248.2009.00813.x?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
    ---><---

    References listed on IDEAS

    as
    1. Reiter, Dan & Stam, Allan C., 1998. "Democracy, War Initiation, and Victory," American Political Science Review, Cambridge University Press, vol. 92(2), pages 377-389, June.
    2. Richard McKelvey & Thomas Palfrey, 2015. "Erratum to: Quantal response equilibria for extensive form games," Experimental Economics, Springer;Economic Science Association, vol. 18(4), pages 762-763, December.
    3. Signorino, Curtis S., 1999. "Strategic Interaction and the Statistical Analysis of International Conflict," American Political Science Review, Cambridge University Press, vol. 93(2), pages 279-297, June.
    4. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    5. Richard Mckelvey & Thomas Palfrey, 1998. "Quantal Response Equilibria for Extensive Form Games," Experimental Economics, Springer;Economic Science Association, vol. 1(1), pages 9-41, June.
    6. Signorino, Curtis S., 2003. "Structure and Uncertainty in Discrete Choice Models," Political Analysis, Cambridge University Press, vol. 11(4), pages 316-344.
    7. Curtis S. Signorino & Kuzey Yilmaz, 2003. "Strategic Misspecification in Regression Models," American Journal of Political Science, John Wiley & Sons, vol. 47(3), pages 551-566, July.
    8. Curtis S. Signorino & Ahmer Tarar, 2006. "A Unified Theory and Test of Extended Immediate Deterrence," American Journal of Political Science, John Wiley & Sons, vol. 50(3), pages 586-605, July.
    9. Huth, Paul & Gelpi, Christopher & Bennett, D. Scott, 1993. "The Escalation of Great Power Militarized Disputes: Testing Rational Deterrence Theory and Structural Realism," American Political Science Review, Cambridge University Press, vol. 87(3), pages 609-623, September.
    10. Pollins, Brian M., 1996. "Global Political Order, Economic Change, and Armed Conflict: Coevolving Systems and the Use of Force," American Political Science Review, Cambridge University Press, vol. 90(1), pages 103-117, March.
    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. Glenn W. Harrison & J. Todd Swarthout, 2023. "Cumulative Prospect Theory in the Laboratory: A Reconsideration," Research in Experimental Economics, in: Models of Risk Preferences: Descriptive and Normative Challenges, volume 22, pages 107-192, Emerald Group Publishing Limited.
    2. B Glumac & Q Han & W Schaefer, 2018. "A negotiation decision model for public–private partnerships in brownfield redevelopment," Environment and Planning B, , vol. 45(1), pages 145-160, January.

    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. Muhammet A. Bas, 2012. "Measuring Uncertainty in International Relations: Heteroskedastic Strategic Models," Conflict Management and Peace Science, Peace Science Society (International), vol. 29(5), pages 490-520, November.
    2. Kevin A. Clarke, 2003. "Nonparametric Model Discrimination in International Relations," Journal of Conflict Resolution, Peace Science Society (International), vol. 47(1), pages 72-93, February.
    3. Philip A. Haile & Ali Hortaçsu & Grigory Kosenok, 2008. "On the Empirical Content of Quantal Response Equilibrium," American Economic Review, American Economic Association, vol. 98(1), pages 180-200, March.
    4. Choo, Lawrence C.Y & Kaplan, Todd R., 2014. "Explaining Behavior in the "11-20" Game," MPRA Paper 52808, University Library of Munich, Germany.
    5. Breitmoser, Yves & Tan, Jonathan H.W. & Zizzo, Daniel John, 2014. "On the beliefs off the path: Equilibrium refinement due to quantal response and level-k," Games and Economic Behavior, Elsevier, vol. 86(C), pages 102-125.
    6. Weizsacker, Georg, 2003. "Ignoring the rationality of others: evidence from experimental normal-form games," Games and Economic Behavior, Elsevier, vol. 44(1), pages 145-171, July.
    7. Håvard Mokleiv Nygård, 2017. "The role of international organizations in regime transitions: How IGOs can tie a dictator’s hands," Conflict Management and Peace Science, Peace Science Society (International), vol. 34(4), pages 406-430, July.
    8. Daniel W. Gingerich & Virginia Oliveros, 2018. "Police Violence and the Underreporting of Crime," Economics and Politics, Wiley Blackwell, vol. 30(1), pages 78-105, March.
    9. Breitmoser, Yves & Tan, Jonathan H.W., 2020. "Why should majority voting be unfair?," Journal of Economic Behavior & Organization, Elsevier, vol. 175(C), pages 281-295.
    10. Breitmoser, Yves & Tan, Jonathan H.W., 2014. "Reference Dependent Altruism," MPRA Paper 52774, University Library of Munich, Germany.
    11. Muhammet A Bas & Curtis S Signorino & Taehee Whang, 2014. "Knowing one’s future preferences: A correlated agent model with Bayesian updating," Journal of Theoretical Politics, , vol. 26(1), pages 3-34, January.
    12. Bruce Bueno de Mesquita, 2003. "Ruminations on Challenges to Prediction with Rational Choice Models," Rationality and Society, , vol. 15(1), pages 136-147, February.
    13. Sun, Junze & Schram, Arthur & Sloof, Randolph, 2021. "Elections under biased candidate endorsements — an experimental study," Games and Economic Behavior, Elsevier, vol. 125(C), pages 141-158.
    14. Thomas T. Holyoke, 2009. "Interest Group Competition and Coalition Formation," American Journal of Political Science, John Wiley & Sons, vol. 53(2), pages 360-375, April.
    15. Kraemer, Carlo & Noth, Markus & Weber, Martin, 2006. "Information aggregation with costly information and random ordering: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 59(3), pages 423-432, March.
    16. Goeree, Jacob K. & Holt, Charles A. & Palfrey, Thomas R., 2002. "Quantal Response Equilibrium and Overbidding in Private-Value Auctions," Journal of Economic Theory, Elsevier, vol. 104(1), pages 247-272, May.
    17. Nieken, Petra & Schmitz, Patrick W., 2012. "Repeated moral hazard and contracts with memory: A laboratory experiment," Games and Economic Behavior, Elsevier, vol. 75(2), pages 1000-1008.
    18. Zhang, Boyu & Hofbauer, Josef, 2016. "Quantal response methods for equilibrium selection in 2×2 coordination games," Games and Economic Behavior, Elsevier, vol. 97(C), pages 19-31.
    19. Dieter Balkenborg & Rosemarie Nagel, 2016. "An Experiment on Forward vs. Backward Induction: How Fairness and Level k Reasoning Matter," German Economic Review, Verein für Socialpolitik, vol. 17(3), pages 378-408, August.
    20. Quement, Mark T. Le & Marcin, Isabel, 2020. "Communication and voting in heterogeneous committees: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 174(C), pages 449-468.

    More about this item

    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:bla:polstu:v:58:y:2010:i:2:p:368-388. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0032-3217 .

    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.