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Paul-Christian Bürkner
Paul-Christian Bürkner
Full Professor of Computational Statistics, TU Dortmund University
Verified email at tu-dortmund.de - Homepage
Title
Cited by
Cited by
Year
brms: An R Package for Bayesian Multilevel Models Using Stan
PC Bürkner
Journal of Statistical Software 80, 1-28, 2017
88582017
Advanced Bayesian multilevel modeling with the R package brms
PC Bürkner
The R Journal, 2017
2905*2017
emmeans: Estimated marginal means
R Lenth, H Singmann, J Love, P Buerkner, M Herve
2774*2019
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
15842021
loo: Efficient leave-one-out cross-validation and WAIC for Bayesian models
A Vehtari, J Gabry, M Magnusson, Y Yao, PC Bürkner, T Paananen, ...
CRAN: Contributed Packages, 2015
881*2015
Ordinal regression models in psychology: A tutorial
PC Bürkner, M Vuorre
Advances in Methods and Practices in Psychological Science 2 (1), 77-101, 2019
704*2019
Bayesian item response modeling in R with brms and Stan
PC Bürkner
Journal of statistical software 100, 1-54, 2021
5732021
Bayesian workflow
A Gelman, A Vehtari, D Simpson, CC Margossian, B Carpenter, Y Yao, ...
arXiv preprint arXiv:2011.01808, 2020
451*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
192*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
1822019
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
1802018
brms: Bayesian regression models using Stan
PC Bürkner
R package version 0.10. 0, 2016
1702016
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
1642018
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
1592017
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
1392019
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
1242020
Disease-modifying treatments and cognition in relapsing-remitting multiple sclerosis: A meta-analysis
NC Landmeyer, PC Buerkner, H Wiendl, T Ruck, HP Hartung, H Holling, ...
Neurology 94 (22), e2373-e2383, 2020
1192020
Workflow techniques for the robust use of bayes factors.
DJ Schad, B Nicenboim, PC Bürkner, M Betancourt, S Vasishth
Psychological methods 28 (6), 1404, 2023
1162023
Bayesian meta-analysis with weakly informative prior distributions
DR Williams, P Rast, PC Bürkner
PsyArXiv, 2018
1112018
Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming
G Riutort-Mayol, PC Bürkner, MR Andersen, A Solin, A Vehtari
Statistics and Computing 33 (1), 17, 2023
852023
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