Package: rdlocrand 3.0

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_3.0.tar.gz
rdlocrand_3.0.zip(r-4.7-any)rdlocrand_3.0.zip(r-4.6-any)rdlocrand_3.0.zip(r-4.5-any)
rdlocrand_3.0.tgz(r-4.6-any)rdlocrand_3.0.tgz(r-4.5-any)
rdlocrand_3.0.tar.gz(r-4.7-any)rdlocrand_3.0.tar.gz(r-4.6-any)
rdlocrand_3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
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:

2.60 score 103 scripts 1.9k downloads 4 exports 70 dependencies

Last updated from:22a5d89f71. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK123
source / vignettesOK192
linux-releaseOK169
macos-releaseOK109
macos-oldrelOK77
windows-develOK85
windows-releaseOK70
windows-oldrelOK66
wasm-releaseOK99

Exports:rdrandinfrdrboundsrdsensitivityrdwinselect

Dependencies:abindAERbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo