NetEase LeiHuo UX Big Data Technology
May 23, 2022 · Fundamentals
Understanding Causality: Philosophical Foundations, Causal Networks, and Simpson’s Paradox
The article explores the concept of causality from philosophical definitions and INUS conditions to statistical approaches like Granger causality, introduces causal network structures (chain, fork, collider), and demonstrates their use in resolving Simpson’s paradox through epidemiological and medical examples.
causal inferencecausal networkscausality
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