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A Practical Introduction to Regression Discontinuity Designs: Foundations: Elements in Quantitative and Computational Methods for the Social Sciences

Autor Matias D. Cattaneo, Nicolás Idrobo, Rocío Titiunik
en Limba Engleză Paperback – 13 feb 2020
In this Element and its accompanying second Element, A Practical Introduction to Regression Discontinuity Designs: Extensions, Matias Cattaneo, Nicolás  Idrobo, and Rocıìo Titiunik 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. In this Element, the authors discuss the foundations of the canonical Sharp RD design, which has the following features: (i) the score is continuously distributed and has only one dimension, (ii) there is only one cutoff, and (iii) compliance with the treatment assignment is perfect. In the second Element, the authors discuss practical and conceptual extensions to this basic RD setup.
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Specificații

ISBN-13: 9781108710206
ISBN-10: 1108710204
Pagini: 120
Ilustrații: 1 b/w illus. 21 colour illus. 7 tables
Dimensiuni: 153 x 230 x 6 mm
Greutate: 0.16 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Elements in Quantitative and Computational Methods for the Social Sciences

Locul publicării:New York, United States

Cuprins

1. Introduction; 2. The sharp RD design; 3. RD plots; 4. The continuity-based approach to RD analysis; 5. Validation and falsification of the RD design; 6. Final remarks.

Descriere

Provides a practical guide for analysis and interpretation of regression discontinuity (RD) designs with a focus on the canonical sharp RD setup.