A Practical Introduction to Regression Discontinuity Designs (Elements in Quantitative and Computational Methods for the Social Sciences)

Cattaneo, Matias D.

ISBN 10: 1009441906 / ISBN 13: 9781009441902

Published by Cambridge University Press, 2024

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Bibliographic Details

• Title: A Practical Introduction to Regression Discontinuity Designs (Elements in Quantitative and Computational Methods for the Social Sciences)
• Publisher: Cambridge University Press
• Publication Date: 2024
• Language: English
• ISBN 10: 1009441906
• ISBN 13: 9781009441902
• Binding: Soft cover
• Condition: New

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Synopsis

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.