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Causal Effects via the Do-operator: Overview and Example - Part 3

Causal Effects via the Do-operator: Overview and Example - Part 3

Shaw Talebi via YouTube Direct link

Observational vs Interventional Data -

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Observational vs Interventional Data -

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Causal Effects via the Do-operator: Overview and Example - Part 3

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  1. 1 Introduction -
  2. 2 Observational vs Interventional Data -
  3. 3 2 Formulations of ATE -
  4. 4 do-operator -
  5. 5 Identifiability -
  6. 6 Truncated Factorization Formula -
  7. 7 Coping with Unmeasured Confounders -
  8. 8 Interventional Distribution via Parents -
  9. 9 Key Points -

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