Paul-Christian Bürkner

brms. brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

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.

LFO-CV-paper. HTML

custom-brms-families. R scripts for custom brms families

monotonic-effects-paper. This repository contains a manuscript in which we introduce monotonic effects.

2019_DAGStat_Stan_Tutorial. Stan

paul-buerkner.github.io. Website of Paul Bürkner

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".

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

bayesnec. Bayesian No-Effect-Concentration estimation in R

bayes-workflow-book. Source files for the book "Bayesian Workflow Using Stan"

Bayesian-sparse-PCE. R