Writing Stan codes for estimating metacognitive efficiency (meta-d’)

  • I wrote stan codes for Bayesian estimation of metacognitive efficiency (meta-d’) from confidence ratings. Two versions are available: non-hierarchical & hierarchical Bayesian estimation.

  • Codes: Github repo

  • You can find the details about meta-d’ which is estimated by Type 2 signal detection theory model in the following paper: Brian Maniscalco & Hakwan Lau 2012

  • The hierarchical version referred HMeta-d’ toolbox from Fleming 2017

  • PPT slides of the project: Download