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]

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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'))

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

3.29 score 1 packages 180 scripts 1.8k downloads 3 exports 29 dependencies

Last updated 2 months agofrom:b94c1111cc. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 06 2024
R-4.5-winOKDec 06 2024
R-4.5-linuxOKDec 06 2024
R-4.4-winOKDec 06 2024
R-4.4-macOKDec 06 2024
R-4.3-winOKDec 06 2024
R-4.3-macOKDec 06 2024

Exports:rdbwdensityrddensityrdplotdensity

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelpdensitymagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr