Package: rddensity 3.0

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 local polynomial density estimators: rddensity() constructs test statistics and p-values given a prespecified cutoff, rdbwdensity() performs data-driven bandwidth selection, and rdplotdensity() constructs density plots.

Authors:Matias D. Cattaneo [aut, cre], Michael Jansson [aut], Xinwei Ma [aut]

rddensity_3.0.tar.gz
rddensity_3.0.zip(r-4.7)rddensity_3.0.zip(r-4.6)rddensity_3.0.zip(r-4.5)
rddensity_3.0.tgz(r-4.6-any)rddensity_3.0.tgz(r-4.5-any)
rddensity_3.0.tar.gz(r-4.7-any)rddensity_3.0.tar.gz(r-4.6-any)
rddensity_3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rddensity/json (API)

# Install 'rddensity' in R:
install.packages('rddensity', repos = c('https://mdcattaneo.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rdpackages/rddensity/issues

Datasets:

On CRAN:

Conda:

3.53 score 1 packages 396 scripts 2.9k downloads 3 exports 19 dependencies

Last updated from:55082b8d7e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK127
source / vignettesOK150
linux-release-x86_64OK112
macos-release-arm64OK73
macos-oldrel-arm64OK74
windows-develOK88
windows-releaseOK70
windows-oldrelOK109
wasm-releaseOK93

Exports:rdbwdensityrddensityrdplotdensity

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecyclelpdensityMASSR6RColorBrewerrlangS7scalesvctrsviridisLitewithr