Treatment Effects References

Standard Textbook References

Books on Causal Inference

Miscellaneous Resources

Journal Articles

Within topic, references are listed in chronological rather than alphabetic order. Always in-progress; citation ≠ endorsement.

Survey Articles

High-level Methodology / Polemics

Randomized Controlled Trials

Inference: Sampling-based vs. Design-based

Conditional Independence

Selection on Observables - Choosing Covariates / Model Averaging

Matching / Propensity Score Methods

Instrumental Variables / LATE - General

Testing the LATE Assumptions / Bounding the ATE

Marginal Treatment Effects / Beyond LATE

Regression Discontinuity

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