Open Access
The JASP guidelines for conducting and reporting a Bayesian analysis
Johnny van Doorn
1
,
Don van den Bergh
1
,
Udo Bohm
1
,
Fabian Dablander
1
,
Koen Derks
2
,
Tim Draws
1
,
Alexander Etz
3
,
Nathan J. Evans
1
,
Quentin F. Gronau
1
,
Julia M. Haaf
1
,
Max Hinne
1
,
Šimon Kucharský
1
,
Alexander Ly
1, 4
,
Maarten Marsman
1
,
Dora Matzke
1
,
Akash R Komarlu Narendra Gupta
1
,
Alexandra Sarafoglou
1
,
Angelika Stefan
1
,
Jan G Voelkel
5
,
Eric-Jan Wagenmakers
1
2
Nyenrode Business University, Breukelen, Netherlands
|
4
Centrum Wiskunde & Informatica, Amsterdam, Netherlands
|
Publication type: Journal Article
Publication date: 2020-10-09
scimago Q1
wos Q1
SJR: 1.972
CiteScore: 7.3
Impact factor: 3.0
ISSN: 10699384, 15315320
PubMed ID:
33037582
Developmental and Educational Psychology
Experimental and Cognitive Psychology
Arts and Humanities (miscellaneous)
Abstract
Despite the increasing popularity of Bayesian inference in empirical research, few practical guidelines provide detailed recommendations for how to apply Bayesian procedures and interpret the results. Here we offer specific guidelines for four different stages of Bayesian statistical reasoning in a research setting: planning the analysis, executing the analysis, interpreting the results, and reporting the results. The guidelines for each stage are illustrated with a running example. Although the guidelines are geared towards analyses performed with the open-source statistical software JASP, most guidelines extend to Bayesian inference in general.
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703
Total citations:
703
Citations from 2024:
353
(50.22%)
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GOST
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van Doorn J. et al. The JASP guidelines for conducting and reporting a Bayesian analysis // Psychonomic Bulletin and Review. 2020. Vol. 28. No. 3. pp. 813-826.
GOST all authors (up to 50)
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van Doorn J., van den Bergh D., Bohm U., Dablander F., Derks K., Draws T., Etz A., Evans N. J., Gronau Q. F., Haaf J. M., Hinne M., Kucharský Š., Ly A., Marsman M., Matzke D., Gupta A. R. K. N., Sarafoglou A., Stefan A., Voelkel J. G., Wagenmakers E. The JASP guidelines for conducting and reporting a Bayesian analysis // Psychonomic Bulletin and Review. 2020. Vol. 28. No. 3. pp. 813-826.
Cite this
RIS
Copy
TY - JOUR
DO - 10.3758/s13423-020-01798-5
UR - https://doi.org/10.3758/s13423-020-01798-5
TI - The JASP guidelines for conducting and reporting a Bayesian analysis
T2 - Psychonomic Bulletin and Review
AU - van Doorn, Johnny
AU - van den Bergh, Don
AU - Bohm, Udo
AU - Dablander, Fabian
AU - Derks, Koen
AU - Draws, Tim
AU - Etz, Alexander
AU - Evans, Nathan J.
AU - Gronau, Quentin F.
AU - Haaf, Julia M.
AU - Hinne, Max
AU - Kucharský, Šimon
AU - Ly, Alexander
AU - Marsman, Maarten
AU - Matzke, Dora
AU - Gupta, Akash R Komarlu Narendra
AU - Sarafoglou, Alexandra
AU - Stefan, Angelika
AU - Voelkel, Jan G
AU - Wagenmakers, Eric-Jan
PY - 2020
DA - 2020/10/09
PB - Springer Nature
SP - 813-826
IS - 3
VL - 28
PMID - 33037582
SN - 1069-9384
SN - 1531-5320
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2020_van Doorn,
author = {Johnny van Doorn and Don van den Bergh and Udo Bohm and Fabian Dablander and Koen Derks and Tim Draws and Alexander Etz and Nathan J. Evans and Quentin F. Gronau and Julia M. Haaf and Max Hinne and Šimon Kucharský and Alexander Ly and Maarten Marsman and Dora Matzke and Akash R Komarlu Narendra Gupta and Alexandra Sarafoglou and Angelika Stefan and Jan G Voelkel and Eric-Jan Wagenmakers},
title = {The JASP guidelines for conducting and reporting a Bayesian analysis},
journal = {Psychonomic Bulletin and Review},
year = {2020},
volume = {28},
publisher = {Springer Nature},
month = {oct},
url = {https://doi.org/10.3758/s13423-020-01798-5},
number = {3},
pages = {813--826},
doi = {10.3758/s13423-020-01798-5}
}
Cite this
MLA
Copy
van Doorn, Johnny, et al. “The JASP guidelines for conducting and reporting a Bayesian analysis.” Psychonomic Bulletin and Review, vol. 28, no. 3, Oct. 2020, pp. 813-826. https://doi.org/10.3758/s13423-020-01798-5.