Editors and authors agree that guidelines for reporting should be encouraged. This Review presents a set of Bayesian analysis reporting guidelines (BARG). The BARG encompass the features of previous guidelines, while including many additional details for contemporary Bayesian analyses, with explanations. ...
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 ...
Bayesian Analysis Reporting Guidelines John K. Kruschke Nature Human Behaviour Open Access 16 August 2021 Access options Access Nature and 54 other Nature Portfolio journals Get Nature+, our best-value online-access subscription 24,99 € / 30 days cancel any time Learn more Subscribe to...
Get Started with Bayesian Analysis Example 1: Initiation to Bayesian models Example 2: Confirmation of Bayesian skills Example 3: Become a Bayesian master Articles Credible Intervals (CI) Probability of Direction (pd) Region of Practical Equivalence (ROPE) ...
The JASP guidelines for conducting and reporting a Bayesian analysis. PsyArxiv Preprint. 2019. doi:10.31234/osf.io/yqxfr. Good IJ. Probability and the Weighing of Evidence. London: Charles Griffin; 1950. Google Scholar Wagenmakers EJ, Love J, Marsman M, Jamil T, Ly A, Verhagen J, Se...
Get Started with Bayesian Analysis Example 1: Initiation to Bayesian models Example 2: Confirmation of Bayesian skills Example 3: Become a Bayesian master Articles Credible Intervals (CI) Probability of Direction (pd) Region of Practical Equivalence (ROPE) ...
Bayesian inference can update the shape of the learned posterior distributions for model parameters whenever new data observations arrive, providing enough flexibility for integrative analysis and model extension [2]. Although using more data types means defining more model parameters, Bayesian inference au...
This bayesian meta-analysis examines the association of patent ductus arteriosus with bronchopulmonary dysplasia–associated pulmonary hypertension in
SDage = 4.19). We did not conduct separate analyses or comparisons depending on self-reported sex because there was too little data on participants reporting to be male, and because the preregistered analysis plan did not include such analyses. In line with our sampling plan, the two gro...
The present Bayesian network meta-analysis compared different types of polyethylene liners in total hip arthroplasty (THA) in terms of wear penetration (mm/year) and rate of revision. The type of liners compared were the crosslinked ultra-high molecular