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Practical Introduction to Regression Discontinuity Designs: Foundations [Pehme köide]

(Princeton University, New Jersey), (Princeton University, New Jersey), (University of Pennsylvania)
  • Formaat: Paperback / softback, 120 pages, kõrgus x laius x paksus: 230x153x6 mm, kaal: 260 g, Worked examples or Exercises; 7 Tables, black and white; 21 Plates, color; 1 Halftones, black and white
  • Sari: Elements in Quantitative and Computational Methods for the Social Sciences
  • Ilmumisaeg: 13-Feb-2020
  • Kirjastus: Cambridge University Press
  • ISBN-10: 1108710204
  • ISBN-13: 9781108710206
Teised raamatud teemal:
  • Formaat: Paperback / softback, 120 pages, kõrgus x laius x paksus: 230x153x6 mm, kaal: 260 g, Worked examples or Exercises; 7 Tables, black and white; 21 Plates, color; 1 Halftones, black and white
  • Sari: Elements in Quantitative and Computational Methods for the Social Sciences
  • Ilmumisaeg: 13-Feb-2020
  • Kirjastus: Cambridge University Press
  • ISBN-10: 1108710204
  • ISBN-13: 9781108710206
Teised raamatud teemal:
In this Element and its accompanying second Element, A Practical Introduction to Regression Discontinuity Designs: Extensions, Matias Cattaneo, Nicolás  Idrobo, and Rocìo 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.

Muu info

Provides a practical guide for analysis and interpretation of regression discontinuity (RD) designs with a focus on the canonical sharp RD setup.
1 Introduction
1(4)
2 The Sharp RD Design
5(11)
3 RD Plots
16(17)
4 The Continuity-Based Approach to RD Analysis
33(44)
5 Validation and Falsification of the RD Design
77(20)
6 Final Remarks
97(2)
References 99(6)
Data Availability Statement 105