Package: rddensity
Type: Package
Title: Manipulation Testing Based on Density Discontinuity
Description: Density discontinuity testing (a.k.a. manipulation testing) is commonly employed in regression discontinuity designs and other program evaluation settings to detect perfect self-selection (manipulation) around a cutoff where treatment/policy assignment changes. This package implements manipulation testing procedures using the local polynomial density estimators: rddensity() to construct test statistics and p-values given a prespecified cutoff, rdbwdensity() to perform data-driven bandwidth selection, and rdplotdensity() to construct density plots.
Version: 2.4
Author: Matias D. Cattaneo, Michael Jansson, Xinwei Ma
Maintainer: Xinwei Ma <x1ma@ucsd.edu>
Imports: ggplot2, lpdensity (>= 2.2)
Depends: R (>= 3.1.0)
License: GPL-2
Encoding: UTF-8
RoxygenNote: 7.2.2
NeedsCompilation: no
Packaged: 2023-01-21 22:32:13 UTC; xinweima
Repository: CRAN
Date/Publication: 2023-01-22 01:00:02 UTC
Built: R 4.1.2; ; 2023-01-22 12:22:39 UTC; unix
