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
Drift-Diffusion Models

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

More details
Evidence Accumulation Models

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

More details
Psychology disciplines
Cognitive Psychology
DOI
Programming language

R

Code repository url

https://osf.io/fh4wp/