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.

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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