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Prediction Markets

Prediction Markets. Zaffar Ahmed Shaikh. Prediction Markets . Also known as “information markets” or “event futures” are a system for predicting the likelihood of various events, and making money off accurate predictions.

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Prediction Markets

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  1. Prediction Markets Zaffar Ahmed Shaikh

  2. Prediction Markets • Also known as “information markets” or “event futures” are a system for predicting the likelihood of various events, and making money off accurate predictions. • These are the markets where participants trade in contracts whose payoff depends on unknown future events.

  3. Basic idea of Prediction Markets • The basic idea of a prediction market is that more accurate predictions will emerge from the betting activity of the collective, which rewards accurate predictions through wins and punishes inaccurate predictions through losses.

  4. Types of Prediction Markets Winner-take-all contract • The contract costs some amount $p and pays off, say, $1 if and only if a specific event occurs, like a particular candidate winning an election. The price on a winner-take-all market represents the market’s expectation of the probability that an event will occur

  5. Index Contract In an index contract, the amount that the contract pays varies in a continuous way based on a number that rises or falls, like the percentage of the vote received by a candidate. The price for such a contract represents the mean value that the market assigns to the outcome.

  6. Spread Betting • In Spread betting, traders differentiate themselves by bidding on the cutoff that determines whether an event occurs, like whether a candidate receives more than a certain percentage of the popular vote. • Another example of spread betting is point-spread betting in football, where the bet is either that one team will win by at least a certain number of points or not. In spread betting, the price of the bet is fixed, but the size of the spread can adjust.

  7. Examples of Prediction Markets

  8. Examples of Prediction Markets

  9. Roles of Prediction Market • Prediction markets provide three important roles: • incentives to seek information; 2) incentives for truthful information revelation; 3) an algorithm for aggregating diverse opinions.

  10. Limitations of Prediction Markets • Research suggests that prediction markets are only useful when the probability of the event is close to 1 or 0. • Prediction markets doubtless have their limitations, but they may be useful as a supplement to the other relatively primitive mechanisms for predicting the future like opinion surveys, politically appointed panels of experts, hiring consultants or holding committee meetings.

  11. Thank you

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