A practical introduction to regression discontinuity designs: extensions

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 empiric...

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Bibliographische Detailangaben
Hauptverfasser: Cattaneo, Matias D. 1978- (VerfasserIn), Idrobo, Nicolás ca. 20./21. Jh (VerfasserIn), Titiunik, Rocío 1979- (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cambridge ; New York ; Port Melbourne ; New Delhi ; Singapore Cambridge University Press 2024
Schriftenreihe:Cambridge elements. Elements in quantitative and computational methods for social science
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Online-Zugang:DE-12
DE-473
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Zusammenfassung: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
Beschreibung:1 Online-Ressource (113 Seiten) Diagramme
ISBN:9781009441896
DOI:10.1017/9781009441896

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