• The Effect

    Nick Huntington-Klein

  • ▾ Chapters
    The Effect: An Introduction to Research Design and Causality
    Introduction The Design of Research 1 - Designing Research 2 - Research Questions 3 - Describing Variables 4 - Describing Relationships 5 - Identification 6 - Causal Diagrams 7 - Drawing Causal Diagrams 8 - Causal Paths and Closing Back Doors 9 - Finding Front Doors 10 - Treatment Effects 11 - Causality with Less Modeling The Toolbox 12 - Opening the Toolbox 13 - Regression 14 - Matching 15 - Simulation 16 - Fixed Effects 17 - Event Studies 18 - Difference-in-Differences 19 - Instrumental Variables 20 - Regression Discontinuity 21 - A Gallery of Rogues: Other Methods 22 - Under the Rug References

References

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