University of Amsterdam, Amsterdam, Netherlands.
Nyenrode Business University, Breukelen, Netherlands.
Psychon Bull Rev. 2021 Jun;28(3):813-826. doi: 10.3758/s13423-020-01798-5.
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.
尽管贝叶斯推断在实证研究中越来越受欢迎，但很少有实用的指南为如何应用贝叶斯程序和解释结果提供详细建议。在这里，我们为研究环境中的贝叶斯统计推理的四个不同阶段提供了具体的指南：分析规划、分析执行、结果解释和结果报告。每个阶段的指南都用一个示例进行说明。尽管这些指南是针对使用开源统计软件 JASP 进行的分析，但大多数指南都适用于一般的贝叶斯推断。
