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:
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')) |
- reading - Reading Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:7abaf18436. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 27 2024 |
| R-4.5-linux | OK | Aug 27 2024 |
Exports:anovaFblockRandcompleteRandconstEffectdiffMeansdiffMeansVectorlatinRandrandIntervalrandPlotrandTestwithinBlockEffectszeroEffect
Dependencies:matrixStatspermute
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Analysis of Variance F statistic | anovaF |
| Random Treatment Assignments for Randomized Block Designs | blockRand |
| Random Treatment Assignments for Completely Randomized Designs | completeRand |
| Potential Outcomes With Constant Treatment Effects | constEffect |
| Single Pairwise Difference of Mean Outcomes | diffMeans |
| Vector of Pairwise Differences of Mean Outcomes | diffMeansVector |
| Random Treatment Assignments for Isomorphic Latin Square Designs | latinRand |
| Randomization-Based Null Interval | randInterval |
| Flexible Randomization-Based Inference | randomizationInference-package randomizationInference |
| Randomization-Based Plot | randPlot |
| Randomization-Based Hypothesis Testing | randTest |
| Reading Data | reading |
| Pairwise Differences of Mean Outcomes Within Blocks | withinBlockEffects |
| Potential Outcomes With Zero Treatment Effects | zeroEffect |