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Paul‐Christian Bürkner | Researchclopedia

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Paul‐Christian Bürkner

TU Dortmund University ORCID

283

Works

15,706

Citations

40

h-index

108

i10-index

Research Topics

Statistical Methods and Bayesian Inference Gaussian Processes and Bayesian Inference Statistical Methods and Inference

Affiliations

University of Stuttgart2019–2025

Google (United States)2018–2018

Memorial University of Newfoundland2019–2019

Fisheries and Oceans Canada2019–2019

University of Graz2018–2018

Top Works

<b>brms</b>: An <i>R</i> Package for Bayesian Multilevel Models Using <i>Stan</i>

Paul‐Christian Bürkner

20178,905 citations

Bayesian Modeling and Causal Inference

Mental Health Research Topics

Ordinal Regression Models in Psychology: A Tutorial

Paul‐Christian Bürkner,Matti Vuorre

2019684 citations

Bayesian Item Response Modeling in <i>R</i> with <b>brms</b> and <i>Stan</i>

Paul‐Christian Bürkner

2021671 citations

loo: Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models

Aki Vehtari,Jonah Gabry,et al.

2015397 citations

Advanced Bayesian Multilevel Modeling with the R Package brms

Paul‐Christian Bürkner

2018379 citations

An Introduction to Bayesian Multilevel Models Using brms: A Case Study of Gender Effects on Vowel Variability in Standard Indonesian

Ladislas Nalborczyk,Cédric Batailler,et al.

2019182 citations

Modelling monotonic effects of ordinal predictors in Bayesian regression models

Paul‐Christian Bürkner,Emmanuel Charpentier

2020172 citations

Bayesian Workflow

Andrew Gelman,Aki Vehtari,et al.

2020137 citations

Shedding light on the association between repetitive negative thinking and deficits in cognitive control – A meta-analysis

Ulrike Zetsche,Paul‐Christian Bürkner,et al.

2018136 citations