@techreport{NBERt0337, title = "Regression Discontinuity Designs: A Guide to Practice", author = "Guido Imbens and Thomas Lemieux", institution = "National Bureau of Economic Research", type = "Working Paper", series = "Technical Working Paper Series", number = "337", year = "2007", month = "April", URL = "http://www.nber.org/papers/t0337", abstract = {In Regression Discontinuity (RD) designs for evaluating causal effects of interventions, assignment to a treatment is determined at least partly by the value of an observed covariate lying on either side of a fixed threshold. These designs were first introduced in the evaluation literature by Thistlewaite and Campbell (1960). With the exception of a few unpublished theoretical papers, these methods did not attract much attention in the economics literature until recently. Starting in the late 1990s, there has been a large number of studies in economics applying and extending RD methods. In this paper we review some of the practical and theoretical issues involved in the implementation of RD methods.}, }