CRAN/E | randomizationInference

randomizationInference

Flexible Randomization-Based Inference

Installation

About

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.

Key Metrics

Version 1.0.4
Published 2022-05-17 717 days ago
Needs compilation? no
License GPL-2
CRAN checks randomizationInference results

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Maintainer

Maintainer

Joseph J. Lee

joseph.j.lee@post.harvard.edu

Authors

Joseph J. Lee
Tirthankar Dasgupta

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

randomizationInference archive

Imports

permute ≥ 0.7-8
matrixStats
graphics
stats