rddensity: Manipulation Testing Based on Density Discontinuity

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:	2.6
Depends:	R (≥ 3.1.0)
Imports:	ggplot2, lpdensity (≥ 2.2)
Published:	2024-10-06
DOI:	10.32614/CRAN.package.rddensity
Author:	Matias D. Cattaneo [aut], Michael Jansson [aut], Xinwei Ma [aut, cre]
Maintainer:	Xinwei Ma <x1ma at ucsd.edu>
License:	GPL-2
NeedsCompilation:	no
In views:	Econometrics
CRAN checks:	rddensity results

Documentation:

Reference manual:

rddensity.pdf

Downloads:

Package source:	rddensity_2.6.tar.gz
Windows binaries:	r-devel: rddensity_2.6.zip, r-release: rddensity_2.6.zip, r-oldrel: rddensity_2.6.zip
macOS binaries:	r-release (arm64): rddensity_2.6.tgz, r-oldrel (arm64): rddensity_2.6.tgz, r-release (x86_64): rddensity_2.6.tgz, r-oldrel (x86_64): rddensity_2.6.tgz
Old sources:	rddensity archive

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