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The Predictive Power of Noisy Elimination Tournaments

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Author Info
Dmitry Ryvkin

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Abstract

An elimination tournament matches players pairwise and promotes the winners to a subsequent round where the procedure is repeated. In the presence of idiosyncratic noise the tournament turns into a probabilistic mechanism that reveals the ranking of players imperfectly. I assess theoretically the power of such a mechanism to determine the ex ante best player as the winner, as a function of the number of players, their distribution of type, and the noise level. I consider also various seeding strategies and show that for large and small noise (as compared to the variance of ability distribution among players), seeding and other control parameters of tournament design tend to play no role, whereas for intermediate noise level the predictive power depends strongly on the control parameters and therefore can be systematically manipulated by the principal.

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Publisher Info
Paper provided by The Center for Economic Research and Graduate Education - Economic Institute, Prague in its series CERGE-EI Working Papers with number wp252.

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Date of creation: Mar 2005
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Handle: RePEc:cer:papers:wp252

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Related research
Keywords: Elimination tournaments; Noise; Seeding; Ability distributions; Design economics.;

Find related papers by JEL classification:
C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
D21 - Microeconomics - - Production and Organizations - - - Firm Behavior

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This page was last updated on 2009-12-21.


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