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paul-buerkner のリポジトリ
This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.
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.
Source files for the book "Bayesian Workflow Using Stan"
Bayesian No-Effect-Concentration estimation in R
Bayesian Linear Mixed Effect Models
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
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.
R scripts for custom brms families
An implementation of the Grammar of Graphics in R
glmmTMB
m-step-ahead-predictions using PSIS
This repository contains a manuscript in which we introduce monotonic effects.
multilevelcoda R package for Bayesian compositional multilevel modelling
LOO for non-factorizable normal models
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).
Website of Paul Bürkner