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2019_dagstat_stan_tutorial

bayes-workflow-book

Source files for the book "Bayesian Workflow Using Stan"

bayesian-irt-paper

This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.

bayesian-sparse-pce

bayesim

bayesnec

Bayesian No-Effect-Concentration estimation in R

brms

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

custom-brms-families

R scripts for custom brms families

ggplot2

An implementation of the Grammar of Graphics in R

lfo-cv-paper

m-step-ahead-predictions

m-step-ahead-predictions using PSIS

monotonic-effects-paper

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

multilevelcoda

multilevelcoda R package for Bayesian compositional multilevel modelling

non-factorized-loo

LOO for non-factorizable normal models

papaja

papaja (Preparing APA Journal Articles) is an R package that provides document formats and helper functions to produce complete APA manscripts from RMarkdown-files (PDF and Word documents).

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.

stroop_effect_variation

Analyse between person variation of the Stroop effect

thurstonianirt

Fit Thurstonian IRT models in R using Stan, lavaan, or Mplus

websdm

Model and predicts species accounting for their known trophic interaction network