Data Science, Analytics, Causal Inference, Editors Pick.
Rate-of-Sale of the product, its Price Tier, its Revenue from the same period in the prior year etc. as potential confounders. In practice, you will have to use your domain knowledge and business judgment to come up with this list. I also have a column (“System Use Indicator”) that is a 0–1