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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.
| Version: | 1.0.4 |
| Imports: | permute (≥ 0.7-8), matrixStats, graphics, stats |
| Published: | 2022-05-17 |
| DOI: | 10.32614/CRAN.package.randomizationInference |
| Author: | Joseph J. Lee and Tirthankar Dasgupta |
| Maintainer: | Joseph J. Lee <joseph.j.lee at post.harvard.edu> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | randomizationInference results |
| Reference manual: | randomizationInference.pdf |
| Package source: | randomizationInference_1.0.4.tar.gz |
| Windows binaries: | r-devel: randomizationInference_1.0.4.zip, r-release: randomizationInference_1.0.4.zip, r-oldrel: randomizationInference_1.0.4.zip |
| macOS binaries: | r-release (arm64): randomizationInference_1.0.4.tgz, r-oldrel (arm64): randomizationInference_1.0.4.tgz, r-release (x86_64): randomizationInference_1.0.4.tgz, r-oldrel (x86_64): randomizationInference_1.0.4.tgz |
| Old sources: | randomizationInference archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.