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Outline. In-Class Experiment on Security Markets with Insider Information Test of Rational Expectation Hypothesis I: Plott and Sunder (1982) Can market be used to disseminate information? (or does price reflect insider information?)
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Outline • In-Class Experiment on Security Markets with Insider Information • Test of Rational Expectation Hypothesis I: Plott and Sunder (1982) • Can market be used to disseminate information? (or does price reflect insider information?) • Test of Rational Expectation Hypothesis II: Plott and Sunder (1988) • Can market be used to aggregate diverse information? (or does price reflect aggregate information?) • Field Application at HP: Kay-Yut Chen, Senior Scientist, HP Lab
Dissemination versus Aggregation • Dissemination • Three states: X, Y, Z. • At the beginning of the period, the state was drawn. • If the state was X, then half of the traders were told that the state was X (insiders) and the other half did not receive any clues. • Aggregation • Three states: X, Y, Z. • At the beginning of the period, the state was drawn. • If the state was X, then half of the traders were given that the state was not Y and the other half were told that the state was not Z.
Hypotheses • Prior-Information (PI) Hypothesis (Null): • Expectations are exogenous to the price formation process • Expectations are formed based on prior information • Insiders have an advantage • Rational Expectation (RE) Hypothesis: • Condition expectations on prices • Prices fully reveal state-of-nature q • Insiders do not have an advantage
Urn X and Urn Y: Imperfect Information in Market 1 I I I Urn X Urn Y
Dependent Variables • Price • Allocation • Profits • Efficiency
Price Determination • Expectations formed by either rational-expectation or prior information • Prices are determined by the implied demand and supply schedules in a double auction market mechanism
Profits • PI: Profits of insiders are greater than the profits of uninformed agents • RE: Profits of insiders and the uninformed agents converge to equality
PI versus RE: Allocation Distribution in All Markets • PI and RE make different predictions in 36 out of 61 periods • In 29 out of 36 periods, error from allocations predicted by the RE model is smaller • In 18 out of 36 periods, the RE model made no errors at all. The PI model made zero errors in only 2 out of 36 periods
Efficiency (E) and Trading Efficiency (TE) Getting closer to RE as time progresses
Activity of Insider in the Early Rounds • In four out of 5 markets relative activity of insiders decreases with time. • It seems the competing bids and offers among insiders during the opening stages of a period, reveals the state to the uninformed.