Causal Inference, Causal Data Science, Causal Machine Learning, Data Science, Machine Learning.
the problem of distinguishing causality from correlation in the presence of confounders, which are common causes between the decision and outcome variables. This situation is explained later in this chapter, in the section called “A general diagram in casual inference,” which is a very important