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A Practical Introduction to Regression Discontinuity Designs by Matias D. Cattaneo

A Practical Introduction to Regression Discontinuity Designs

by Matias D. Cattaneo , Nicolas Idrobo , Rocío Titiunik
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Book cover type: Paperback
  • ISBN13: 9781009441902
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Cambridge University Press
  • Publisher Imprint: Cambridge University Press
  • Publication Date:
  • Pages: 122
  • Original Price: GBP 18.0
  • Language: English
  • Edition: N/A
  • Item Weight: 173 grams
  • BISAC Subject(s): History & Theory

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.

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