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THE MATHEMATICS OF CAUSAL MODELING

THE MATHEMATICS OF CAUSAL MODELING. Judea Pearl Department of Computer Science UCLA. OUTLINE. Modeling: Statistical vs. Causal Causal Models and Identifiability Inference to three types of claims: Effects of potential interventions Claims about attribution (responsibility)

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Issues in Scientific Explanations

Issues in Scientific Explanations. The phenomenon What is &quot;explained&quot; by the theory? What is the &quot;contrast space&quot;? Is the theory itself tested/expanded, or used to describe some phenomenon? What are the structural presuppositions?; what is “given” in the explanation?

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449 views • 31 slides

David Lewis, “Counterparts and Double Lives”

David Lewis, “Counterparts and Double Lives”. Modal Realism:

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