Expert Guide

Boag, R. J., Innes, R. J., Stevenson, N., Bahg, G., Busemeyer, J. R., Cox, G. E., … Forstmann, B. (2025) An expert guide to planning experimental tasks for evidence accumulation modelling.

EMC2 Resources

📘 Tutorial

Model Based Sampling with EMC2 - Extended Models of Choice. A comprehensive, step-by-step guide covering model structure, inference, and visualization using EMC2.

📄 Preprint

Provides theoretical background, methodology, and applications of EMC2.

🧠 Summer School Materials

From the Model Based Neuroscience Summer School — highly recommended for those interested in hands-on training in cognitive modeling and Bayesian inference.

brms tutorial by Henrik Singmann

Diffusion/Wiener Model Analysis with brms