Systematic Parameter Reviews in Cognitive Modeling: Towards a Robust and Cumulative Characterization of Psychological Processes in the Diffusion Decision Model

Systematic Parameter Reviews in Cognitive Modeling: Towards a Robust and Cumulative Characterization of Psychological Processes in the Diffusion Decision Model

Parametric cognitive models are increasingly popular tools for analyzing data obtained from psychological experiments. One of the main goals of such models is to formalize psychological theories using parameters that represent distinct psychological processes. We argue that systematic quantitative r...

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Bibliographic Details
Main Authors: N.-Han Tran, Leendert van Maanen, Andrew Heathcote, Dora Matzke
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Psychology
Subjects:
Bayesian inference
cognitive modeling
diffusion decision model
prior distributions
cumulative science
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2020.608287/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyg.2020.608287/full

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