A two-stage Bayesian sequential assessment of exploratory hypotheses

A clear separation between exploratory and confirmatory is vital for ensuring the credibility of research. In this preprint, we present a two-stage Bayesian sequential procedure that combines a maximum of exploratory freedom in the first stage with a strictly confirmatory regimen in the second stage, while allowing for flexible sampling schemes and a statistically coherent carry-over of information.