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Lumifer comments on PredictIt, a prediction market out of New Zealand, now in beta. - Less Wrong Discussion
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It directly affects your error estimates. If by "accuracy" you mean "forecasting capability" then inefficiency is a symptom of underlying problems (e.g. too few market participants) which do affect accuracy.