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 |
Reference manual: | rddensity.pdf |
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-devel (arm64): rddensity_2.6.tgz, r-release (arm64): rddensity_2.6.tgz, r-oldrel (arm64): rddensity_2.6.tgz, r-devel (x86_64): 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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