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Estimation of Finite Sequential Games

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  • Shiko Maruyama

    ()
    (School of Economics, University of New South Wales)

Abstract

I study the estimation of finite sequential games with perfect information. The major challenge in estimation is computation of high-dimensional truncated integration whose domain is complicated by strategic interaction. I show that this complication resolves when unobserved off-the-equilibrium-path strategies are controlled for. Separately evaluating the likelihood contribution of each subgame perfect strategy profile that rationalizes the observed outcome allows the use of the GHK simulator, the most widely used importance-sampling probit simulator. Monte Carlo experiments demonstrate the performance and robustness of the proposed method, and confirm that misspecification of the decision order leads to underestimation of strategic effect.

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File URL: http://research.economics.unsw.edu.au/RePEc/papers/2010-22.pdf
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Bibliographic Info

Paper provided by School of Economics, The University of New South Wales in its series Discussion Papers with number 2010-22.

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Length: 44 pages
Date of creation: Nov 2010
Date of revision:
Handle: RePEc:swe:wpaper:2010-22

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Related research

Keywords: Inference In Discrete Games; Sequential Games; Monte Carlo Integration; GHK Simulator; Subgame Perfection; Perfect Information;

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References

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Cited by:
  1. Meliyanni Johar & Shiko Maruyama, 2012. "Externality and Strategic Interaction in the Location Choice of Siblings under Altruism toward Parents," Working Papers 201201, ARC Centre of Excellence in Population Ageing Research (CEPAR), Australian School of Business, University of New South Wales.
  2. Shiko Maruyama & Meliyanni Johar, 2013. "Do Siblings Free-Ride in "Being There" for Parents?," Discussion Papers 2013-06, School of Economics, The University of New South Wales.

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