A Practical Introduction to Regression Discontinuity Designs
A Practical Introduction to Regression Discontinuity Designs
Extensions
Matias D. Cattaneo, Princeton University
Nicolas Idrobo, University of Pennsylvania
RocÃo Titiunik, Princeton University
Nicolas Idrobo, University of Pennsylvania
RocÃo Titiunik, Princeton University
No date available
Paperback
9781009441902
Paperback
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.
Product details
No date availableHardback
9781009462327
122 pages
235 × 158 × 13 mm
0.33kg
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.
