A Practical Introduction to Regression Discontinuity Designs: Foundations

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Tác giả: Matias D Cattaneo, Nicolas Idrobo, Rocio Titiunik

Ngôn ngữ: eng

Ký hiệu phân loại: 686 Printing and related activities

Thông tin xuất bản: 2019

Mô tả vật lý:

Bộ sưu tập: Báo, Tạp chí

ID: 163636

In this Element and its accompanying Element, Matias D. Cattaneo, Nicolas Idrobo, and Rocio Titiunik provide an accessible and practical guide for the analysis and interpretation of Regression Discontinuity (RD) designs that encourages the use of a common set of practices and facilitates the accumulation of RD-based empirical evidence. In this Element, the authors discuss the foundations of the canonical Sharp RD design, which has the following features: (i) the score is continuously distributed and has only one dimension, (ii) there is only one cutoff, and (iii) compliance with the treatment assignment is perfect. In the accompanying Element, the authors discuss practical and conceptual extensions to the basic RD setup.
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