回帰不連続デザイン実践入門 A Practical Introduction to Regression Discontinuity Designs : Extensions

著者名：Cattaneo, Matias D./Idrobo, Nicolas/Titiunik, Rocío

Cambridge University Press（2024/04/11発売）

• 言語：ENG
• ISBN：9781009462327
• eISBN：9781009441919

Description

In this Element, which continues our discussion in Foundations, the authors 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. The focus is on extensions to the canonical sharp RD setup that we discussed in Foundations. The discussion covers (i) the local randomization framework for RD analysis, (ii) the fuzzy RD design where compliance with treatment is imperfect, (iii) RD designs with discrete scores, and (iv) and multi-dimensional RD designs.

Table of Contents

1. Introduction; 2. The local randomization approach to RD analysis; 3. The fuzzy rd design; 4. RD designs with discrete running variables; 5. Multi-Dimensional RD designs; 6. Final remarks; Bibliography.