Data Science, Instrumental Variables, A B Testing, Causal Inference.
Data Scientists often find themselves repeating the mantra “Correlation is not causation.” It’s a good thing to remind our stakeholders — and ourselves — constantly because data can be treacherous, and because the human mind can’t help but interpret statistical evidence causally. But perhaps this