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randomizationInference (version 1.0.1)

Flexible Randomization-Based Inference

Description

The 'randomizationInference' package 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 any estimand of interest, according to the specified null and alternative hypotheses. The package also creates visualizations of randomization distributions and can test multiple test statistics simultaneously.

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Version

Install

install.packages('randomizationInference')

Monthly Downloads

168

Version

1.0.1

License

GPL-2

Maintainer

Joseph J Lee

Last Published

December 3rd, 2013

Functions in randomizationInference (1.0.1)

anovaF

Analysis of Variance F statistic
randomizationInference

Flexible Randomization-Based Inference
randInterval

Randomization-Based Null Interval
constEffect

Potential Outcomes With Constant Treatment Effects
diffMeans

Single Pairwise Difference of Mean Outcomes
randPlot

Randomization-Based Plot
diffMeansVector

Vector of Pairwise Differences of Mean Outcomes
randTest

Randomization-Based Hypothesis Testing
blockRand

Permutations of Treatment Assignments for Randomized Block Designs
withinBlockEffects

Pairwise Differences of Mean Outcomes Within Blocks
latinRand

Permutations of Treatment Assignments for Latin Square Designs
reading

Reading Data
zeroEffect

Potential Outcomes With Zero Treatment Effects
completeRand

Permutations of Treatment Assignments for Completely Randomized Designs