2009/01/01 by John K. Kruschke, Fendri Setia Pambudi · 1 voice · 2 citations
Computer Science · Decision Sciences · Health Professions · Mathematics · Psychology · #Children's Physical and Motor Development #Data Analysis with R #Meta-analysis and systematic reviews #Multimedia Learning Systems #Sports and Physical Education Research #Statistical Methods and Bayesian Inference
paper · pdf · doi:10.1038/s41562-021-01177-7
openalex publication_date 2009/01/01 · openalex created_date 2016/06/24 · openalex updated_date 2026/07/31
Previous surveys of the literature have shown that reports of statistical analyses often lack important information, causing lack of transparency and failure of reproducibility. 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. An extensive example of applying the BARG is presented. The BARG should be useful to researchers, authors, reviewers, editors, educators and students. Utilization, endorsement and promotion of the BARG may improve the quality, transparency and reproducibility of Bayesian analyses.