Package: rdlocrand 2.0
rdlocrand: Local Randomization Methods for RD Designs
Provides tools to perform randomization inference for RD designs under local randomization: rdrandinf() to perform hypothesis testing using randomization inference, rdwinselect() to select a window around the cutoff in which randomization is likely to hold, rdsensitivity() to assess the sensitivity of the results to different window lengths and null hypotheses and rdrbounds() to construct Rosenbaum bounds for sensitivity to unobserved confounders. See Cattaneo, Titiunik and Vazquez-Bare (2016) <https://rdpackages.github.io/references/Cattaneo-Titiunik-VazquezBare_2016_Stata.pdf> for further methodological details, and references.
Authors:
rdlocrand_2.0.tar.gz
rdlocrand_2.0.zip(r-4.7)rdlocrand_2.0.zip(r-4.6)rdlocrand_2.0.zip(r-4.5)
rdlocrand_2.0.tgz(r-4.6-any)rdlocrand_2.0.tgz(r-4.5-any)
rdlocrand_2.0.tar.gz(r-4.7-any)rdlocrand_2.0.tar.gz(r-4.6-any)
rdlocrand_2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rdlocrand/json (API)
| # Install 'rdlocrand' in R: |
| install.packages('rdlocrand', repos = c('https://mdcattaneo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rdpackages/rdlocrand/issues
Last updated from:26519415a1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 131 | ||
| source / vignettes | OK | 184 | ||
| linux-release-x86_64 | OK | 135 | ||
| macos-release-arm64 | OK | 136 | ||
| macos-oldrel-arm64 | OK | 178 | ||
| windows-devel | OK | 70 | ||
| windows-release | OK | 75 | ||
| windows-oldrel | OK | 71 | ||
| wasm-release | OK | 119 |
Exports:rdrandinfrdrboundsrdsensitivityrdwinselect
Dependencies:abindAERbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rdlocrand: Local Randomization Methods for RD Designs | rdlocrand-package rdlocrand rdlocrand_package |
| Randomization Inference for RD Designs under Local Randomization | rdrandinf |
| Rosenbaum bounds for RD designs under local randomization | rdrbounds |
| Sensitivity analysis for RD designs under local randomization | rdsensitivity |
| Window selection for RD designs under local randomization | rdwinselect |
