Causal Analysis Task

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A Causal Analysis Task is a analysis task that requires of a causal model (which can be used for causal inference).



References

2017

2000

  • (Pearl, 2000) ⇒ Judea Pearl. (2000). “Causality: Models, Reasoning and Inference.” Cambridge University Press.
    • QUOTE: It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, economics, philosophy, cognitive science, and the health and social sciences. Judea Pearl presents and unifies the probabilistic, manipulative, counterfactual, and structural approaches to causation and devises simple mathematical tools for studying the relationships between causal connections and statistical associations. The book will open the way for including causal analysis in the standard curricula of statistics, artificial intelligence, business, epidemiology, social sciences, and economics.