The Probabilities of Unique Events |
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Authors: | Sangeet S. Khemlani Max Lotstein Phil Johnson-Laird |
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Affiliation: | 1. Navy Center for Applied Research in Artificial Intelligence, Naval Research Lab, Washington, District of Columbia, United States of America.; 2. Department of Psychology, Princeton University, Princeton, New Jersey, United States of America.; University of Leicester, United Kingdom, |
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Abstract: | Many theorists argue that the probabilities of unique events, even real possibilities such as President Obama''s re-election, are meaningless. As a consequence, psychologists have seldom investigated them. We propose a new theory (implemented in a computer program) in which such estimates depend on an intuitive non-numerical system capable only of simple procedures, and a deliberative system that maps intuitions into numbers. The theory predicts that estimates of the probabilities of conjunctions should often tend to split the difference between the probabilities of the two conjuncts. We report two experiments showing that individuals commit such violations of the probability calculus, and corroborating other predictions of the theory, e.g., individuals err in the same way even when they make non-numerical verbal estimates, such as that an event is highly improbable. |
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