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Potential Outcomes Framework for Causal Inference

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Overview

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You hear it all the time: "correlation is not causation." By taking this course, you'll find out what causation really is. Leverage the Potential Outcomes Framework to think counterfactually, and develop a formal language for causal inference.

Syllabus

  • Conceptual Foundations of Causal Inference: Establish a conceptual foundation for causal inference. Think counterfactual, and estimate what you want to know.
    • Lesson: Potential Outcomes Framework
    • Article: Finding Causal Effects
    • Quiz: Causal Inference Foundations
    • Article: Next Steps

Taught by

Kenny Lin

Reviews

4.5 rating at Codecademy based on 13 ratings

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