ArticlePsychonomic bulletin & review2021
The JASP guidelines for conducting and reporting a Bayesian analysis.
Article in Psychonomic bulletin & review, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 387 papers, 8 of them syntheses that pooled it.
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Who cites it
387 citing papers in PubMed, 8 syntheses or guidelines pooled it.
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- Sex differences in the risk of bronchopulmonary dysplasia and pulmonary hypertension: a Bayesian meta-analysis.Pediatric research · 2025Pooled it
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- Worry and rumination as a transdiagnostic target in young people: a co-produced systematic review and meta-analysis.Cognitive behaviour therapy · 2025Pooled it
- Pooled it
- Patent Ductus Arteriosus and Bronchopulmonary Dysplasia-Associated Pulmonary Hypertension: A Bayesian Meta-Analysis.JAMA network open · 2023Pooled it
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- Examining associations between foundational and complex mathematics skills in people with Down syndrome and typically developing children.The British journal of developmental psychology · 2026Article
- Rhythmic stimulation elicits multiple, concurrent neural responses.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Imbalanced cortisol/BDNF signals and oxidative stress underscore temporary cognitive impairment in deep divers after in water/surface decompression: proof of concept.European journal of applied physiology · 2026Article
- Generalisation between motor and declarative memory sequences: A conceptual replication of Mosha & Robertson (2016).iScience · 2026Article
327 more citing papers are in PubMed but not listed here.
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Authors and funding
20 authors.
Funding
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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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.