IDEAS home Printed from https://ideas.repec.org/p/syd/wpaper/2123-8256.html
   My bibliography  Save this paper

Estimation of Public Goods Game Data

Author

Listed:
  • Merrett, Danielle

Abstract

This paper compares the performance of alternative estimation approaches for Public Goods Game data. A leave-one-out cross validation was applied to test the performance of five estimation approaches. Random effects is revealed as the best estimation approach because of its un-biased and precise estimates and its ability to estimate time-invariant demographics. Surprisingly, approaches that treat the choice variable as continuous out-perform those that treat the choice variable as discrete. Correcting for censoring is shown to induce biased estimates. A finite Poisson mixture model produced relatively un-biased estimates however lacked the precision of fixed and random effects estimation.

Suggested Citation

  • Merrett, Danielle, 2012. "Estimation of Public Goods Game Data," Working Papers 2012-09, University of Sydney, School of Economics.
    • Handle: RePEc:syd:wpaper:2123/8256
    as

    Download full text from publisher

    File URL: http://www.econ-wpseries.com/2012/201209.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eva Poen, 2009. "The Tobit model with feedback and random effects: A Monte-Carlo study," Discussion Papers 2009-14, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    2. Andreoni, James, 1988. "Why free ride? : Strategies and learning in public goods experiments," Journal of Public Economics, Elsevier, vol. 37(3), pages 291-304, December.
    3. Carpenter, Jeffrey P., 2004. "When in Rome: conformity and the provision of public goods," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(4), pages 395-408, September.
    4. Simon Gaechter & Benedikt Herrmann & Christian Thöni, 2010. "Culture and Cooperation," CESifo Working Paper Series 3070, CESifo.
      • Simon Gaechter & Benedikt Herrmann & Christian Thoeni, 2010. "Culture and Cooperation," Discussion Papers 2010-09, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    5. Glenn Harrison & E. Rutström, 2009. "Expected utility theory and prospect theory: one wedding and a decent funeral," Experimental Economics, Springer;Economic Science Association, vol. 12(2), pages 133-158, June.
    6. Claudia Keser & Frans Van Winden, 2000. "Conditional Cooperation and Voluntary Contributions to Public Goods," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 23-39, March.
    7. Nikiforakis, Nikos, 2010. "Feedback, punishment and cooperation in public good experiments," Games and Economic Behavior, Elsevier, vol. 68(2), pages 689-702, March.
    8. Fischbacher, Urs & Gachter, Simon & Fehr, Ernst, 2001. "Are people conditionally cooperative? Evidence from a public goods experiment," Economics Letters, Elsevier, vol. 71(3), pages 397-404, June.
    9. R. Isaac & James Walker & Susan Thomas, 1984. "Divergent evidence on free riding: An experimental examination of possible explanations," Public Choice, Springer, vol. 43(2), pages 113-149, January.
    10. Ananish Chaudhuri, 2011. "Sustaining cooperation in laboratory public goods experiments: a selective survey of the literature," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 47-83, March.
    11. Tan, Jonathan H.W. & Bolle, Friedel, 2007. "Team competition and the public goods game," Economics Letters, Elsevier, vol. 96(1), pages 133-139, July.
    12. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    13. Oliver Kim & Mark Walker, 1984. "The free rider problem: Experimental evidence," Public Choice, Springer, vol. 43(1), pages 3-24, January.
    14. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    15. Mark Isaac, R. & McCue, Kenneth F. & Plott, Charles R., 1985. "Public goods provision in an experimental environment," Journal of Public Economics, Elsevier, vol. 26(1), pages 51-74, February.
    16. Greene, William H, 1981. "On the Asymptotic Bias of the Ordinary Least Squares Estimator of the Tobit Model," Econometrica, Econometric Society, vol. 49(2), pages 505-513, March.
    17. Breitmoser, Yves, 2010. "Structural modeling of altruistic giving," MPRA Paper 24262, University Library of Munich, Germany.
    18. Nicholas Bardsley & Peter Moffatt, 2007. "The Experimetrics of Public Goods: Inferring Motivations from Contributions," Theory and Decision, Springer, vol. 62(2), pages 161-193, 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. Ansink, Erik & Bouma, Jetske, 2013. "Framed field experiments with heterogeneous frame connotation," MPRA Paper 43975, University Library of Munich, Germany.

    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. Danielle Kent, 2020. "Comparing alternative estimation methods of a public goods game," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 6(2), pages 156-167, December.
    2. Ananish Chaudhuri, 2011. "Sustaining cooperation in laboratory public goods experiments: a selective survey of the literature," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 47-83, March.
    3. Boosey, Luke A., 2017. "Conditional cooperation in network public goods experiments," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 108-116.
    4. Jasmina Arifovic & John Ledyard, 2012. "Individual Evolutionary Learning, Other-regarding Preferences, and the Voluntary Contributions Mechanism," Discussion Papers wp12-01, Department of Economics, Simon Fraser University.
    5. Masel, Joanna, 2007. "A Bayesian model of quasi-magical thinking can explain observed cooperation in the public good game," Journal of Economic Behavior & Organization, Elsevier, vol. 64(2), pages 216-231, October.
    6. Arifovic, Jasmina & Ledyard, John, 2012. "Individual evolutionary learning, other-regarding preferences, and the voluntary contributions mechanism," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 808-823.
    7. Kurt A. Ackermann & Ryan O. Murphy, 2019. "Explaining Cooperative Behavior in Public Goods Games: How Preferences and Beliefs Affect Contribution Levels," Games, MDPI, vol. 10(1), pages 1-34, March.
    8. Vincent Théroude & Adam Zylbersztejn, 2017. "Cooperation in a risky world," Working Papers halshs-01443917, HAL.
    9. Vincent Théroude & Adam Zylbersztejn, 2017. "Cooperation in a risky world," Working Papers 1704, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    10. Marie Claire Villeval, 2012. "Contribution au bien public et préférences sociales : Apports récents de l'économie comportementale," Post-Print halshs-00681348, HAL.
    11. Ambrus, Attila & Pathak, Parag A., 2011. "Cooperation over finite horizons: A theory and experiments," Journal of Public Economics, Elsevier, vol. 95(7), pages 500-512.
    12. John Duffy & Jonathan Lafky, 2014. "Birth, Death and Public Good Provision," Working Paper 520, Department of Economics, University of Pittsburgh, revised Jan 2014.
    13. Urs Fischbacher & Simon Gaechter, 2008. "Heterogeneous Social Preferences And The Dynamics Of Free Riding In Public Good Experiments," Discussion Papers 2008-07, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    14. Urs Fischbacher & Simon Gachter, 2010. "Social Preferences, Beliefs, and the Dynamics of Free Riding in Public Goods Experiments," American Economic Review, American Economic Association, vol. 100(1), pages 541-556, March.
    15. Chaudhuri, Ananish & Maitra, Pushkar & Graziano, Sara, 2003. "A Dynamic Analysis of the Evolution of Conventions in a Public Goods Experiment with Intergenerational Advice," Working Papers 152, Department of Economics, The University of Auckland.
    16. Asano, Masanari & Basieva, Irina & Khrennikov, Andrei & Ohya, Masanori & Tanaka, Yoshiharu, 2012. "Quantum-like dynamics of decision-making," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(5), pages 2083-2099.
    17. Alexis Belianin & Marco Novarese, 2005. "Trust, communication and equlibrium behaviour in public goods," Experimental 0506001, University Library of Munich, Germany.
    18. Simon Gaechter & Benedikt Herrmann, 2008. "Reciprocity, culture, and human cooperation: Previous insights and a new cross-cultural experiment," Discussion Papers 2008-14, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    19. Urs Fischbacher & Simon G�chter, 2005. "Heterogeneous social preferences and the dynamics of free riding in public goods," IEW - Working Papers 261, Institute for Empirical Research in Economics - University of Zurich.
    20. Urs Fischbacher & Simon Gachter, 2010. "Social Preferences, Beliefs, and the Dynamics of Free Riding in Public Goods Experiments," American Economic Review, American Economic Association, vol. 100(1), pages 541-556, March.

    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:syd:wpaper:2123/8256. 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: Vanessa Holcombe (email available below). General contact details of provider: https://edirc.repec.org/data/deusyau.html .

    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.