Replication Bayes factors from evidence updating

Behav Res Methods. 2019 Dec;51(6):2498-2508. doi: 10.3758/s13428-018-1092-x.

Abstract

We describe a general method that allows experimenters to quantify the evidence from the data of a direct replication attempt given data already acquired from an original study. These so-called replication Bayes factors are a reconceptualization of the ones introduced by Verhagen and Wagenmakers (Journal of Experimental Psychology: General, 143(4), 1457-1475 2014) for the common t test. This reconceptualization is computationally simpler and generalizes easily to most common experimental designs for which Bayes factors are available.

Keywords: Evidence synthesis; Hypothesis testing; Meta-analysis; Replication.

MeSH terms

  • Bayes Theorem*
  • Data Interpretation, Statistical
  • Humans
  • Research Design / statistics & numerical data*