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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: | 2.5 |
| Depends: | R (≥ 3.1.0) |
| Imports: | ggplot2, lpdensity (≥ 2.2) |
| Published: | 2024-01-22 |
| Author: | Matias D. Cattaneo, Michael Jansson, Xinwei Ma |
| 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_2.5.tar.gz |
| Windows binaries: | r-devel: rddensity_2.5.zip, r-release: rddensity_2.5.zip, r-oldrel: rddensity_2.5.zip |
| macOS binaries: | r-release (arm64): rddensity_2.5.tgz, r-oldrel (arm64): rddensity_2.5.tgz, r-release (x86_64): rddensity_2.5.tgz, r-oldrel (x86_64): rddensity_2.5.tgz |
| Old sources: | rddensity archive |
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