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Regression Discontinuity Designs: A Guide to Practice. Guido Imbens and Thomas Lemieux. NBER Working Paper No. 13039. April 2007. JEL No. C14,C21. ABSTRACT.Amazon.com: A Practical Introduction to Regression Discontinuity Designs (Elements in Quantitative and Computational Methods for the Social Sciences): In this Element and its accompanying second Element, A Practical Introduction to Regression Discontinuity Designs: Extensions, Matias Cattaneo, Regression discontinuity (RD) analysis is a rigorous nonexperimental approach that can be used to estimate program impacts in situations in which candidates