Provides the tools to undertake estimation in
Regression Discontinuity Designs. Both sharp and fuzzy designs are
supported. Estimation is accomplished using local linear regression.
A provided function will utilize Imbens-Kalyanaraman optimal
bandwidth calculation. A function is also included to test the
assumption of no-sorting effects.
'kernelwts.R' 'DCdensity.R' 'IKbandwidth.R' 'RDestimate.R'
'plot.RD.R' 'print.RD.R' 'rdd-package.R' 'summary.RD.R'

c(
person("Ze", "Jin", role = c("aut"),
email = "zj58@cornell.edu"),
person("Wang", "Liao", role = c("aut"),
email = "wl483@cornell.edu"),
person("Felix", "Thoemmes", role = c("aut", "cre"),
email = "fjt36@cornell.edu"),
person("Drew", "Dimmery", role = c("ctb"),
email = "drewd@nyu.edu",
comment = "Implementation of functions in R package rdd"),
person("Bastiaan", "Quast", role = c("ctb"),
email = "bquast@gmail.com",
comment = "Implementation of functions in R package rddtools"),
person("Matthieu", "Stigler", role = c("ctb"),
comment = "Implementation of functions in R package rddtools")
)
Estimation of both single- and multiple-assignment Regression Discontinuity Designs
(RDDs). Provides both parametric (global) and non-parametric (local) estimation choices for
both sharp and fuzzy designs, along with power analysis and assumption checks.
Introductions to the underlying logic and analysis of RDDs are in
Thistlethwaite, D. L., Campbell, D. T. (1960) <doi:10.1037/h0044319> and
Lee, D. S., Lemieux, T. (2010) <doi:10.1257/jel.48.2.281>.
'attr_check.R' 'bw_ik09.R' 'bw_ik12.R' 'data.R' 'wt_kern.R'
'dc_test.R' 'treat_assign.R' 'mfrd_est.R' 'var_center.R'
'rd_est.R' 'mrd_est.R' 'mrd_impute.R' 'mrd_power.R'
'mrd_sens_bw.R' 'mrd_sens_cutoff.R' 'plot.mfrd.R'
'predict.rd.R' 'plot.rd.R' 'print.mfrd.R' 'print.rd.R'
'rd_impute.R' 'rd_power.R' 'rd_sens_bw.R' 'rd_sens_cutoff.R'
'rd_type.R' 'rddapp-package.R' 'sens_plot.R' 'summary.rd.R'
Ze Jin [aut],
Wang Liao [aut],
Felix Thoemmes [aut, cre],
Drew Dimmery [ctb] (Implementation of functions in R package rdd),
Bastiaan Quast [ctb] (Implementation of functions in R package
rddtools),
Matthieu Stigler [ctb] (Implementation of functions in R package
rddtools)