Data Science, Machine Learning, Causality, Causal Inference, Python.
positive relationship between showing ads, X, and visits to your site, Y, that is just due to this confounding effect! There can be other similar effects, so we’ll include another Z2 variable just for illustration. We’d like to know what would happen if, keeping the confounding variables fixed, we