Data Science, Statistics, Analytics, Experiment, Causality.
terms.) Word of caution: factorial designs do not make sense when the covariates cannot possibly be independent, e.g. because of funnels. Suppose your website’s funnel is X → Y → Z. Change(X) will affect who ends up in Y. The effect of change(Y) is dependent on change(X) even if we set it up as a