Package: rddensity 2.6
Xinwei Ma
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:
rddensity_2.6.tar.gz
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://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- margin - RD Senate Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 months agofrom:b94c1111cc. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 06 2024 |
| R-4.5-linux | OK | Dec 06 2024 |
Exports:rdbwdensityrddensityrdplotdensity
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelpdensitymagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rddensity: Manipulation Testing Based on Density Discontinuity | rddensity-package _PACKAGE |
| Bandwidth Selection for Manipulation Testing | rdbwdensity |
| Manipulation Testing Using Local Polynomial Density Estimation | rddensity |
| RD Senate Data | margin rddensity_senate |
| Density Plotting for Manipulation Testing | rdplotdensity |
