An Introduction to Bayesian Data Analysis for Correlations

Bayesian approaches to data analysis can be a good alternative or supplement to traditional hypothesis testing. Unlike P values, simple Bayesian analyses can provide a direct measure of the strength of evidence both for and against a study hypothesis, which can be helpful for researchers for interpreting and making decisions about their results. This article provides an introduction to Bayesian methods for exploring the relationship between 2 quantitative variables, illustrated with a dataset from the literature and analyzed with free, easy-to-use software.

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