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What is Regression Discontinuity Design Overview about?
The document summarizes key aspects of regression discontinuity (RD) design. There are two main types of RD: sharp RD where treatment is a deterministic function of a covariate crossing a threshold, and fuzzy RD where there is a discontinuity in the probability of treatment. For sharp RD, the effect is identified by comparing outcomes just above and below the threshold. Fuzzy RD uses the discontinuity as an instrumental variable to estimate the effect of actual treatment. Polynomial functions are often used
- Author
- banderas
- Language
- EN