rdrobust swMATH ID: 16277 Software Authors: Sebastian Calonico, Matias D. Cattaneo, Max H. Farrell,, Rocio Titiunik Description: R package rdrobust. Regression-discontinuity (RD) designs are quasi-experimental research designs popular in social, behavioral and natural sciences. The RD design is usually employed to study the (local) causal effect of a treatment, intervention or policy. This package provides tools for data-driven graphical and analytical statistical inference in RD designs: rdrobust() to construct local-polynomial point estimators and robust confidence intervals for average treatment effects at the cutoff in Sharp, Fuzzy and Kink RD settings, rdbwselect() to perform bandwidth selection for the different procedures implemented, and rdplot() to conduct exploratory data analysis (RD plots). Homepage: https://cran.r-project.org/web/packages/rdrobust/index.html Source Code: https://github.com/cran/rdrobust Dependencies: R Keywords: CRAN; R package; Regression-discontinuity; RD; RD designs Related Software: Stata; R; rddensity; rdmulti; nprobust; rdpower; rdbwselect; rdd; BayesDA; Stan; spBayes Cited in: 8 Documents Standard Articles 1 Publication describing the Software Year all top 5 Cited by 17 Authors 3 Cattaneo, Matias D. 2 Calonico, Sebastian 2 Titiunik, Rocío 1 Bartalotti, Otávio 1 Bornn, Luke 1 Branson, Zach J. 1 de Witte, Kristof 1 D’Inverno, Giovanna 1 Farrell, Max H. 1 Keele, Luke John 1 Miratrix, Luke W. 1 Rischard, Maxime 1 Smet, Mike 1 Vazquez-Bare, Gonzalo 1 Yang, Lixiong 1 Zhong, Xiaohan 1 Zhu, Lin all top 5 Cited in 7 Serials 2 Journal of the American Statistical Association 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 European Journal of Operational Research 1 Bernoulli 1 Studies in Nonlinear Dynamics and Econometrics 1 Journal of Econometric Methods Cited in 5 Fields 8 Statistics (62-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year