Data Science, Statistics, Analytics, Experiment, Causality.
number of banners to make grows exponentially. Testing n covariates requires 2^n combinations. Using the fractional factorial design, you can cut down the number of combinations by at least half if you are okay with being unable to estimate some higher-order interaction effects. Sometimes changes