Paul-Christian Bürkner
Paul-Christian Bürkner
Full Professor for Computational Statistics, TU Dortmund University
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
brms: An R Package for Bayesian Multilevel Models Using Stan
PC Bürkner
Journal of Statistical Software 80, 1-28, 2017
Advanced Bayesian multilevel modeling with the R package brms
PC Bürkner
The R Journal, 2017
emmeans: Estimated marginal means
R Lenth, H Singmann, J Love, P Buerkner, M Herve
Rank-normalization, folding, and localization: An improved Rhat for assessing convergence of MCMC (with discussion)
A Vehtari, A Gelman, D Simpson, B Carpenter, PC Bürkner
Bayesian analysis 16 (2), 667-718, 2021
loo: Efficient leave-one-out cross-validation and WAIC for Bayesian models
A Vehtari, J Gabry, M Magnusson, Y Yao, PC Bürkner, T Paananen, ...
R package version 2 (1), 12, 2020
Ordinal regression models in psychology: A tutorial
PC Bürkner, M Vuorre
Advances in Methods and Practices in Psychological Science 2 (1), 77-101, 2019
Bayesian item response modeling in R with brms and Stan
PC Bürkner
arXiv preprint arXiv:1905.09501, 2019
Bayesian workflow
A Gelman, A Vehtari, D Simpson, CC Margossian, B Carpenter, Y Yao, ...
arXiv preprint arXiv:2011.01808, 2020
Modelling monotonic effects of ordinal predictors in Bayesian regression models
PC Bürkner, E Charpentier
British Journal of Mathematical and Statistical Psychology 73 (3), 420-451, 2020
An introduction to Bayesian multilevel models using brms: A case study of gender effects on vowel variability in standard Indonesian
L Nalborczyk, C Batailler, H Lœvenbruck, A Vilain, PC Bürkner
Journal of Speech, Language, and Hearing Research 62 (5), 1225-1242, 2019
Effects of expressive writing on depressive symptoms—A meta‐analysis
M Reinhold, PC Bürkner, H Holling
Clinical Psychology: Science and Practice 25 (1), e12224, 2018
brms: Bayesian regression models using Stan
PC Bürkner
R package version 0.10. 0, 2016
Shedding light on the association between repetitive negative thinking and deficits in cognitive control–A meta-analysis
U Zetsche, PC Bürkner, L Schulze
Clinical Psychology Review 63, 56-65, 2018
Distinct cognitive impairments in different disease courses of multiple sclerosis—A systematic review and meta-analysis
A Johnen, NC Landmeyer, PC Bürkner, H Wiendl, SG Meuth, H Holling
Neuroscience & Biobehavioral Reviews 83, 568-578, 2017
The efficacy of emotionally focused couples therapy and behavioral couples therapy: A meta‐analysis
M Rathgeber, PC Bürkner, EM Schiller, H Holling
Journal of marital and family therapy 45 (3), 447-463, 2019
Approximate leave-future-out cross-validation for Bayesian time series models
PC Bürkner, J Gabry, A Vehtari
Journal of Statistical Computation and Simulation 90 (14), 2499-2523, 2020
Disease-modifying treatments and cognition in relapsing-remitting multiple sclerosis: A meta-analysis
NC Landmeyer, PC Bürkner, H Wiendl, T Ruck, HP Hartung, H Holling, ...
Neurology 94 (22), e2373-e2383, 2020
Bayesian meta-analysis with weakly informative prior distributions
DR Williams, P Rast, PC Bürkner
PsyArXiv, 2018
Intranasal oxytocin may improve high-level social cognition in schizophrenia, but not social cognition or neurocognition in general: a multilevel bayesian meta-analysis
PC Bürkner, DR Williams, TC Simmons, JD Woolley
Schizophrenia Bulletin 43 (6), 1291-1303, 2017
Workflow techniques for the robust use of bayes factors.
DJ Schad, B Nicenboim, PC Bürkner, M Betancourt, S Vasishth
Psychological Methods, 2022
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