Comment by rhymer

My takeaway is to avoid mixing the frequentist and Bayesian approaches. Choose one method: either follow the frequentist approach and avoid early data analysis, or use the Bayesian approach to compute posterior probabilities once data are available. Mixing the two without expertise can lead to errors.