Package: rddensity 2.6

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.

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

rddensity_2.6.tar.gz
rddensity_2.6.zip(r-4.5)rddensity_2.6.zip(r-4.4)rddensity_2.6.zip(r-4.3)
rddensity_2.6.tgz(r-4.4-any)rddensity_2.6.tgz(r-4.3-any)
rddensity_2.6.tar.gz(r-4.5-noble)rddensity_2.6.tar.gz(r-4.4-noble)
rddensity_2.6.tgz(r-4.4-emscripten)rddensity_2.6.tgz(r-4.3-emscripten)
rddensity.pdf |rddensity.html✨
rddensity/json (API)

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

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.23 score 1 packages 180 scripts 1.6k downloads 3 exports 29 dependencies

Last updated 1 months agofrom:b94c1111cc. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-winOKNov 06 2024
R-4.5-linuxOKNov 06 2024
R-4.4-winOKNov 06 2024
R-4.4-macOKNov 06 2024
R-4.3-winOKNov 06 2024
R-4.3-macOKNov 06 2024

Exports:rdbwdensityrddensityrdplotdensity

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelpdensitymagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr