User profiles for Paul C. Bürkner
Paul-Christian BürknerFull Professor of Computational Statistics, TU Dortmund University Verified email at tu-dortmund.de Cited by 20624 |
Singing Does Not Necessarily Improve Memory More Than Reading Aloud
Abstract: The production effect refers to the finding that words read aloud are better remembered
than words read silently. This finding is typically attributed to the presence of additional …
than words read silently. This finding is typically attributed to the presence of additional …
Bayesian and classical machine learning methods: a comparison for tree species classification with LiDAR waveform signatures
A plethora of information contained in full-waveform (FW) Light Detection and Ranging (LiDAR)
data offers prospects for characterizing vegetation structures. This study aims to …
data offers prospects for characterizing vegetation structures. This study aims to …
Singing does not necessarily improve memory more than reading aloud: An empirical and meta-analytic investigation.
The production effect refers to the finding that words read aloud are better remembered than
words read silently. This finding is typically attributed to the presence of additional …
words read silently. This finding is typically attributed to the presence of additional …
Intelligence can be detected but is not found attractive in videos and live interactions
…, M Dufner, JM Von der Heiden, PC Bürkner… - Evolution and Human …, 2021 - Elsevier
Self-reported mate preferences suggest intelligence is valued across cultures, consistent
with the idea that human intelligence evolved as a sexually selected trait. The validity of self-…
with the idea that human intelligence evolved as a sexually selected trait. The validity of self-…
Advanced Bayesian multilevel modeling with the R package brms
PC Bürkner - arXiv preprint arXiv:1705.11123, 2017 - arxiv.org
… The brms package Bürkner (2017), presented in this paper, aims to remove these hurdles
for a wide range of regression models by allowing the user to benefit from the merits of Stan by …
for a wide range of regression models by allowing the user to benefit from the merits of Stan by …
Graph measures in task-based fMRI: Functional integration during read-out of visual and auditory information
This study investigated how attending to auditory and visual information systematically
changes graph theoretical measures of integration and functional connectivity between three …
changes graph theoretical measures of integration and functional connectivity between three …
On the information obtainable from comparative judgments
PC Bürkner - Psychometrika, 2022 - Springer
… of item parameters in practice; and whether or not item parameters are estimated makes a
big difference with regard to the required estimation algorithms and their stability (Bürkner et al…
big difference with regard to the required estimation algorithms and their stability (Bürkner et al…
Bayesian item response modeling in R with brms and Stan
PC Bürkner - arXiv preprint arXiv:1905.09501, 2019 - arxiv.org
… In this paper, I present a Bayesian IRT framework based on the R package brms (Bürkner …
Bürkner 2018) and the probabilistic programming language Stan (Carpenter, Gelman, Hoffman…
Bürkner 2018) and the probabilistic programming language Stan (Carpenter, Gelman, Hoffman…
brms: An R package for Bayesian multilevel models using Stan
PC Bürkner - Journal of statistical software, 2017 - jstatsoft.org
… The package brms (Bürkner 2017), presented in this paper, aims at closing this gap (at least
for MLMs) allowing the user to benefit from the merits of Stan only by using simple, lme4-like …
for MLMs) allowing the user to benefit from the merits of Stan only by using simple, lme4-like …
Optimal designs for the generalized partial credit model
PC Bürkner, R Schwabe… - British Journal of …, 2019 - Wiley Online Library
Analysing ordinal data is becoming increasingly important in psychology, especially in the
context of item response theory. The generalized partial credit model ( GPCM ) is probably the …
context of item response theory. The generalized partial credit model ( GPCM ) is probably the …