Paul-Christian Bürkner's repositories
thurstonianIRT
Fit Thurstonian IRT models in R using Stan, lavaan, or Mplus
Bayesian-IRT-paper
This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.
custom-brms-families
R scripts for custom brms families
monotonic-effects-paper
This repository contains a manuscript in which we introduce monotonic effects.
psis-non-factorized-paper
The repository contains all the materials related to the paper "Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models".
paul-buerkner.github.io
Website of Paul Bürkner
SPM-IRT-models
This repository contains all materials for the paper "Analysing Standard Progressive Matrics (SPM-LS) with Bayesian Item Response Models" by Paul Bürkner and Marie Beisemann.
non-factorized-loo
LOO for non-factorizable normal models
bayes-workflow-book
Source files for the book "Bayesian Workflow Using Stan"
brms-multilevel-paper
This repository contains reproduction material for the paper "Advanced Bayesian Multilevel Modeling with the R Package brms" by Paul-Christian Bürkner as published in the R Journal.
m-step-ahead-predictions
m-step-ahead-predictions using PSIS
multilevelcoda
multilevelcoda R package for Bayesian compositional multilevel modelling
stroop_effect_variation
Analyse between person variation of the Stroop effect