2004
DOI: 10.1257/0895330041371321
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Prediction Markets

Abstract: We analyze the extent to which simple markets can be used to aggregate disperse information into efficient forecasts of uncertain future events. Drawing together data from a range of prediction contexts, we show that market-generated forecasts are typically fairly accurate, and that they outperform most moderately sophisticated benchmarks. Carefully designed contracts can yield insight into the market's expectations about probabilities, means and medians, and also uncertainty about these parameters. Moreover, … Show more

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Cited by 800 publications
(353 citation statements)
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References 17 publications
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“…More recently a prediction market study on replications in psychology has yielded promising results (26), in the sense that predictions revealed by market prices are correlated with actual replication outcomes (and are more strongly correlated than surveyed beliefs). Prediction markets have also been successfully used in several other fields such as sports, entertainment, and politics (25,(59)(60)(61)(62).…”
Section: Estimation Of Standardized Effect Sizes and Meta-analysismentioning
confidence: 99%
“…More recently a prediction market study on replications in psychology has yielded promising results (26), in the sense that predictions revealed by market prices are correlated with actual replication outcomes (and are more strongly correlated than surveyed beliefs). Prediction markets have also been successfully used in several other fields such as sports, entertainment, and politics (25,(59)(60)(61)(62).…”
Section: Estimation Of Standardized Effect Sizes and Meta-analysismentioning
confidence: 99%
“…In experimental game theory, it is common to study individuals' behavior when tiny sums are at stake. Prediction markets are a good example of cases in which the stakes are small, but there is strong evidence that prices are nonetheless quite informative (Wolfers and Zitzewitz (2004)). The dollar trading volumes in inflation derivatives are minuscule relative to the Treasury market, but still big enough to presumably reflect the beliefs of traders in this market, and far bigger than those in experimental games and in prediction markets.…”
Section: Inflation Caps and Floorsmentioning
confidence: 99%
“…Tacit coordination appears to be one of a growing list of tasks that can be effectively tackled by harnessing the wisdom of crowds (Surowiecki, 2004). In many quantitative forecasting tasks, pooling and averaging the judgments of even just a few individuals can lead to more accurate predictions than are made by individuals (Clemen, 1989;Wolfers & Zitzewitz, 2004). This effect rests on the fact that individual forecasters differ in terms of their error, and that the error can be "canceled out" by averaging their responses (Larrick & Soll, 2006).…”
Section: Discussionmentioning
confidence: 99%