Know your priors: Task specific priors reflect subjective expectations in Bayesian models of categorization

Abstract excerpt

<p>The emergence of Bayesian causal models has had an enormous influence on how researchers understand people’s processing of probabilistic information, providing a description of cognitive phenomena and allowing their formalization and ensuing mathematical predictions. In the topic of categorization, the Generative Model (GM) is one such Bayesian formalization. Over three different experiments we tested if the GM...

Topics

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• Cognition
• Eye Movements
• Models, Statistical
• Probability
• Proportional Hazards Models
• Psychomotor Performance
• Reaction Time
• Vision, Ocular

Identifiers and source

Literature Corpus work

d5e875f6-4e54-5570-8ab9-a453067de594

DOI

10.31234/osf.io/e6zhm