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:Matias D. Cattaneo [aut, cre], Rocio Titiunik [aut], Gonzalo Vazquez-Bare [aut]

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

On CRAN:

Conda:

2.16 score 72 scripts 941 downloads 4 exports 71 dependencies

Last updated from:26519415a1. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK131
source / vignettesOK184
linux-release-x86_64OK135
macos-release-arm64OK136
macos-oldrel-arm64OK178
windows-develOK70
windows-releaseOK75
windows-oldrelOK71
wasm-releaseOK119

Exports:rdrandinfrdrboundsrdsensitivityrdwinselect

Dependencies:abindAERbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo