Modelling Metacognition: A Joint Prediction-Confidence Model for Predictive Inference Task Data
Esteban Félez, Peter Thestrup Waade, Jakob Heinzle, Alexander J. Hess
This paper extends HGF models to jointly model prediction and confidence ratings in a predictive inference task, showing good fit and uncovering metacognitive alterations in psychopathology.
bioRxiv · Aug 21, 2026 · PreprintNeuroscience