No Single Model Fits All: Conflict Decision-Making Models Vary More Across Datasets Than Across Tasks

Abstract excerpt

<p>Conflict variants of evidence accumulation models are widely used to explain human cognitive control. However, the generalizability of these models is largely unknown because of the lack of systematic comparisons across multiple conflict tasks and multiple datasets. Here, using a unified amortized Bayesian inference (ABI) framework, we compare the standard DDM and three conflict-specific variants across a bench...

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• Feedback
• Phenotype
• Regression Analysis
• Self Report
• Surveys and Questionnaires
• Uncertainty
• Young Adult

Identifiers and source

Literature Corpus work

df63921d-92c0-504d-921e-7945200958cf

DOI

10.31234/osf.io/y9rx4_v1