A Practical Introduction to Regression Discontinuity Designs
Extensions
Matias D Cattaneo author Nicolas Idrobo author Rocío Titiunik author
Format:Paperback
Publisher:Cambridge University Press
Published:11th Apr '24
Currently unavailable, and unfortunately no date known when it will be back
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: 230mm x 150mm x 5mm
Weight: 200g
122 pages