boryspaulewicz/bhsdtr2: Bayesian (non-)hierarchical ordinal models with ordered thresholds

A package for fitting (non-)hierarchical bayesian ordinal models with ordered thresholds, including Normal Signal Detection Theory (SDT), Unequal Variance Normal SDT, meta-d', and general ordinal models. The parameters (mean, d', thresholds, sd ratio) are derived from unconstrained parameters via link functions (including the order-preserving link functions for the thresholds), allowing the original parameters to be linearly regressed on additional variables.

install.packages("remotes")
remotes::install_github("boryspaulewicz/bhsdtr2")