A fundamental problem of hypothesis testing with finite inventory in e-commerce

Dennis Bohle, Alexander Marynych, Matthias Meiners

In this paper, we draw attention to a problem that is often overlooked or ignored by companies practicing hypothesis testing (A/B testing) in online environments. We show that cond…