Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
correlation without a causation ∘ The way the data is collected can introduce bias ∘ Back-door criterion ∘ In research, make assumptions liberally and then discard implausible ones ∘ Researchers can find causal mechanisms in data from observational studies as well as from controlled experiments ∘