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The Mathematics of Causal Inference and the Logic of Science

Turing Award Laureate & Chancellor's Professor of CS

1:00:35·2013·graduate level·Research Seminar

Distinguishes passive statistical conditioning P(Y|X) from structural interventions P(Y|do(X)) and counterfactual reasoning across Judea Pearl's three-rung Ladder of Causation.

Symposium on Visions of the Theory of Computing, May 31, 2013, hosted by the Simons Institute for the Theory of Computing at UC Berkeley.

Source: Simons Institute for the Theory of Computing via YouTubeWatch on YouTube

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