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The Cognitive Substrate of Subjective Probability.
Authors:Nilsson  H?kan; Olsson  Henrik; Juslin  Peter
Abstract:The prominent cognitive theories of probability judgment were primarily developed to explain cognitive biases rather than to account for the cognitive processes in probability judgment. In this article the authors compare 3 major theories of the processes and representations in probability judgment: the representativeness heuristic, implemented as prototype similarity, relative likelihood, or evidential support accumulation (ESAM; D. J. Koehler, C. M. White, & R. Grondin, 2003); cue-based relative frequency; and exemplar memory, implemented by probabilities from exemplars (PROBEX; P. Juslin & M. Persson, 2002). Three experiments with different task structures consistently demonstrate that exemplar memory is the best account of the data whereas the results are inconsistent with extant formulations of the representativeness heuristic and cue-based relative frequency. (PsycINFO Database Record (c) 2011 APA, all rights reserved)
Keywords:subjective probability judgment  multiple-cue learning  exemplar memory  representativeness heuristic  cue-based relative frequency  cognitive theories  cognitive processes
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