Data Science, Statistics, Analytics, Experiment, Causality.
rule of thumb, the post-intervention period shouldn’t be too long (1–3 weeks is ideal) because forecasts break down the farther we look ahead. The pre-intervention period should be about 3–4 times as long as the post-intervention period. We hope there are no major structural changes spanning the