How do you calculate the required sample size for an A/B test? What factors affect how long you need to run the experiment?

Sample answer preview

Sample size calculation is fundamental to A/B testing because running underpowered experiments wastes resources and produces inconclusive results. The required sample size depends on four interconnected factors that you must specify before the experiment begins.