Attention-Based Diffusion Model for Psychometric Analyses

An extension on the Drift-diffusion model (Ratcliff, 1978) which addresses some of the more implausible assumption in more ecological contexts. Through the IRT-framework certain person- and item-parameters are added and allowed to vary to enable rigid assumptions of the original model to loosen up.

Modeling frameworks
Evidence Accumulation Models

Models that explain decision making through the accumulation of evidence over time.

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Drift-Diffusion Models

A cognitive model that describes decision making as a process of evidence accumulation.

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Psychology disciplines
Cognitive Psychology
DOI
Programming language

R

Code repository url

https://osf.io/fh4wp/