rddensity: Manipulation Testing Based on Density Discontinuity

Density discontinuity test (a.k.a. manipulation test) is commonly employed in regression discontinuity designs and other treatment effect settings to detect whether there is evidence suggesting perfect self-selection (manipulation) around a cutoff where a treatment/policy assignment changes. This package provides tools for conducting the aforementioned statistical test: rddensity() to construct local polynomial based density discontinuity test given a prespecified cutoff, rdbwdensity() to perform bandwidth selection, and rdplotdensity() to construct density plot near the cutoff.

Version: 0.2.2
Depends: R (≥ 3.1.0)
Imports: ggplot2, lpdensity
Published: 2017-08-03
Author: Matias D. Cattaneo, Michael Jansson, Xinwei Ma
Maintainer: Xinwei Ma <xinweima at umich.edu>
License: GPL-2
NeedsCompilation: no
CRAN checks: rddensity results

Downloads:

Reference manual: rddensity.pdf
Package source: rddensity_0.2.2.tar.gz
Windows binaries: r-devel: rddensity_0.2.2.zip, r-release: rddensity_0.2.2.zip, r-oldrel: rddensity_0.2.2.zip
OS X El Capitan binaries: r-release: rddensity_0.2.2.tgz
OS X Mavericks binaries: r-oldrel: rddensity_0.2.2.tgz
Old sources: rddensity archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rddensity to link to this page.