Causal Inference, Causal Data Science, Causal Machine Learning, Data Science, Machine Learning.
of smoking in teenagers. If you suspect that smoking produces cancer, you cannot run an experiment with teenagers, where you decide who smokes and who does not, because it is not ethical. Another situation is when you analyze historical data in which you weren’t able to run a controlled experiment.