Data Science, Statistics, Analytics, Experiment, Causality.
significance of results). Garbage in, garbage out. The Bayesian approach to A/B testing is to treat the group assignment as a random effect, i.e. we use a Bayesian hierarchical model. Otherwise, the prior can be chosen using empirical Bayes. Using a uniform / extremely weak prior is heavily frowned