Package: randomizationInference 1.0.4

Joseph J. Lee

randomizationInference: Flexible Randomization-Based Inference

Allows the user to conduct randomization-based inference for a wide variety of experimental scenarios. The package leverages a potential outcomes framework to output randomization-based p-values and null intervals for test statistics geared toward any estimands of interest, according to the specified null and alternative hypotheses. Users can define custom randomization schemes so that the randomization distributions are accurate for their experimental settings. The package also creates visualizations of randomization distributions and can test multiple test statistics simultaneously.

Authors:Joseph J. Lee and Tirthankar Dasgupta

randomizationInference_1.0.4.tar.gz
randomizationInference_1.0.4.tar.gz(r-4.5-noble)randomizationInference_1.0.4.tar.gz(r-4.4-noble)
randomizationInference_1.0.4.tgz(r-4.4-emscripten)randomizationInference_1.0.4.tgz(r-4.3-emscripten)
randomizationInference.pdf |randomizationInference.html
randomizationInference/json (API)

# Install 'randomizationInference' in R:
install.packages('randomizationInference', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

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

1.15 score 14 scripts 182 downloads 12 exports 2 dependencies

Last updated 3 years agofrom:7abaf18436. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 25 2024
R-4.5-linuxOKNov 25 2024

Exports:anovaFblockRandcompleteRandconstEffectdiffMeansdiffMeansVectorlatinRandrandIntervalrandPlotrandTestwithinBlockEffectszeroEffect

Dependencies:matrixStatspermute