A Practical Introduction to Regression Discontinuity Designs

This book offers a thorough guide to regression discontinuity designs, focusing on the essential sharp RD setup and its practical applications.

In A Practical Introduction to Regression Discontinuity Designs, the authors, Matias Cattaneo, Nicolás Idrobo, and Rocío Titiunik, present a comprehensive yet accessible guide tailored for researchers and practitioners interested in regression discontinuity (RD) designs. The focus is primarily on the canonical sharp RD setup, which features a single cutoff, a one-dimensional score that is continuously distributed, and perfect compliance with treatment assignment. This foundational approach enables readers to grasp the essential components of RD designs and their practical applications.

The book not only outlines the core principles of the sharp RD design but also emphasizes the importance of adhering to a common set of practices. This framework facilitates the accumulation of empirical evidence based on RD methodologies. The authors aim to encourage a standardized approach to analysis and interpretation, making the RD designs more approachable for a broader audience.

In addition to the foundational aspects, the authors explore practical and conceptual extensions in the accompanying second Element. This comprehensive treatment of the topic ensures that readers are well-equipped to navigate both basic and advanced RD designs. Overall, A Practical Introduction to Regression Discontinuity Designs serves as a valuable resource for those looking to enhance their understanding and application of regression discontinuity analysis.