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Missing information in multiple-cue probability learning.

Chris M White·Derek J Koehler
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Abstract

In a multiple-cue probability learning task, participants learned to use six discrete symptoms (i.e., cues) to diagnose which of three possible flu strains a hypothetical patient suffered from. For some patients, information regarding the status of certain symptoms was not available. Various possible ways in which the missing cue information might be processed were distinguished and tested in a series of three experiments (Ns = 80, 109, and 61). The results suggest that the judged probability of the outcome variable (i.e., flu strain) was assessed by "filling in" the missing cue information with a mean value based on previous observations. The predictions of other methods of processing missing cue information are inconsistent with the data.

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CuesHumansJudgmentLearningModels, PsychologicalProbabilityJournal ArticleResearch Support, Non-U.S. Gov't

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Chris M White, Derek J Koehler. 2004. Missing information in multiple-cue probability learning.. https://doi.org/10.3758/bf03196877

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