A Practical Introduction to Regression Discontinuity Designs

Extensions

Matias D. Cattaneo, Nicolas Idrobo, Rocío Titiunik (Autoren)

Buch | Hardcover

122 Seiten

2024
Cambridge University Press (Verlag)
978-1-009-46232-7 (ISBN)

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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.

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.

Erscheinungsdatum	29.03.2024
Reihe/Serie	Elements in Quantitative and Computational Methods for the Social Sciences
Zusatzinfo	Worked examples or Exercises
Verlagsort	Cambridge
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Mathematik
	Sozialwissenschaften ► Politik / Verwaltung ► Politische Theorie
	Sozialwissenschaften ► Soziologie ► Empirische Sozialforschung
ISBN-10	1-009-46232-6 / 1009462326
ISBN-13	978-1-009-46232-7 / 9781009462327
Zustand	Neuware