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A Practical Introduction to Regression Discontinuity Designs Matias D. Cattaneo (Princeton University, New Jersey)

A Practical Introduction to Regression Discontinuity Designs By Matias D. Cattaneo (Princeton University, New Jersey)

A Practical Introduction to Regression Discontinuity Designs by Matias D. Cattaneo (Princeton University, New Jersey)


Summary

An accessible and practical guide for the analysis and interpretation of regression discontinuity (RD) designs. The focus is on the canonical sharp RD setup that 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.

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A Practical Introduction to Regression Discontinuity Designs Summary

A Practical Introduction to Regression Discontinuity Designs: Foundations by Matias D. Cattaneo (Princeton University, New Jersey)

In this Element and its accompanying second Element, A Practical Introduction to Regression Discontinuity Designs: Extensions, Matias Cattaneo, Nicolas Idrobo, and Rociio 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.

Table of Contents

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.

Additional information

CIN1108710204G
9781108710206
1108710204
A Practical Introduction to Regression Discontinuity Designs: Foundations by Matias D. Cattaneo (Princeton University, New Jersey)
Used - Good
Paperback
Cambridge University Press
2020-02-13
120
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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