A Practical Introduction to Regression Discontinuity Designs

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Matias D Cattaneo author Nicolas Idrobo author Rocío Titiunik author

Format:Paperback

Publisher:Cambridge University Press

Published:11th Apr '24

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A Practical Introduction to Regression Discontinuity Designs cover

An introduction to modern quantitative methods for analysis and interpretation of Regression Discontinuity designs.

This Element discusses 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.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.

ISBN: 9781009441902

Dimensions: unknown

Weight: unknown

122 pages