Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism?
We agree with Jones and Love (JandL) that much of Bayesian modeling has taken a fundamentalist approach to cognition; but we do not believe in the potential of Bayesianism to provide insights into psychological processes. We discuss the advantages of associative explanations over Bayesian approaches...
| Main Authors: | , , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2011
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| _version_ | 1826256582269206528 |
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| author | Baetu, I Barberia, I Murphy, R Baker, A |
| author_facet | Baetu, I Barberia, I Murphy, R Baker, A |
| author_sort | Baetu, I |
| collection | OXFORD |
| description | We agree with Jones and Love (JandL) that much of Bayesian modeling has taken a fundamentalist approach to cognition; but we do not believe in the potential of Bayesianism to provide insights into psychological processes. We discuss the advantages of associative explanations over Bayesian approaches to causal induction, and argue that Bayesian models have added little to our understanding of human causal reasoning. © 2011 Cambridge University Press. |
| first_indexed | 2024-03-06T18:04:30Z |
| format | Journal article |
| id | oxford-uuid:00f8f5a9-e1e9-446c-9ae8-4d0cb95be6b8 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-06T18:04:30Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | oxford-uuid:00f8f5a9-e1e9-446c-9ae8-4d0cb95be6b82022-03-26T08:32:21ZMaybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism?Journal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:00f8f5a9-e1e9-446c-9ae8-4d0cb95be6b8EnglishSymplectic Elements at Oxford2011Baetu, IBarberia, IMurphy, RBaker, AWe agree with Jones and Love (JandL) that much of Bayesian modeling has taken a fundamentalist approach to cognition; but we do not believe in the potential of Bayesianism to provide insights into psychological processes. We discuss the advantages of associative explanations over Bayesian approaches to causal induction, and argue that Bayesian models have added little to our understanding of human causal reasoning. © 2011 Cambridge University Press. |
| spellingShingle | Baetu, I Barberia, I Murphy, R Baker, A Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism? |
| title | Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism? |
| title_full | Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism? |
| title_fullStr | Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism? |
| title_full_unstemmed | Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism? |
| title_short | Maybe this old dinosaur isn't extinct: What does Bayesian modeling add to associationism? |
| title_sort | maybe this old dinosaur isn t extinct what does bayesian modeling add to associationism |
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