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  • Causal Inference

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Relation

Three different kinds of causation

  1. necessary causation (but-for causation)
  2. sufficient causation
  3. necessary-and-sufficient causation

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1

Updated 2020-04-09

Contributors are:

Wenfei Tang
Wenfei Tang
🏆 5.5
yuko lopez
yuko lopez
✔️ 1

Who are from:

University of Michigan - Ann Arbor
University of Michigan - Ann Arbor
🏆 6.5

References


  • The Book of Why

Tags

Data Science

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  • Turing Test

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  • Causal Inference References

  • The calculus of causation

  • Ladder of Causation

  • Bayes Theorem Overview

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  • From objectivity to subjectivity

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  • Stages of Casual Inference: Induction and Deduction

  • Reasoning

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  • Hill's Criteria

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  • Three different kinds of causation

  • The Two Fundamental Laws of Causal Inference

  • Randomized Controlled Trial (RCT) = Controlled Experiment

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  • Approximate Inference

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  • Estimand

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  • Three Critical Choices in Causal Inference

  • Correlation vs. Causation

  • The Challenge of Establishing Causality in Economics

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Learn After
  • Example

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