randomizationInference: Flexible Randomization-Based Inference

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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.

Author
Joseph J. Lee and Tirthankar Dasgupta
Date of publication
2015-01-09 07:58:52
Maintainer
Joseph J. Lee <joseph.j.lee@post.harvard.edu>
License
GPL-2
Version
1.0.3

View on CRAN

Man pages

anovaF
Analysis of Variance F statistic
blockRand
Random Treatment Assignments for Randomized Block Designs
completeRand
Random Treatment Assignments for Completely Randomized...
constEffect
Potential Outcomes With Constant Treatment Effects
diffMeans
Single Pairwise Difference of Mean Outcomes
diffMeansVector
Vector of Pairwise Differences of Mean Outcomes
latinRand
Random Treatment Assignments for Isomorphic Latin Square...
randInterval
Randomization-Based Null Interval
randomizationInference-package
Flexible Randomization-Based Inference
randPlot
Randomization-Based Plot
randTest
Randomization-Based Hypothesis Testing
reading
Reading Data
withinBlockEffects
Pairwise Differences of Mean Outcomes Within Blocks
zeroEffect
Potential Outcomes With Zero Treatment Effects

Files in this package

randomizationInference
randomizationInference/NAMESPACE
randomizationInference/data
randomizationInference/data/reading.RData
randomizationInference/R
randomizationInference/R/anovaF.R
randomizationInference/R/blockRand.R
randomizationInference/R/diffMeans.R
randomizationInference/R/latinRand.R
randomizationInference/R/constEffect.R
randomizationInference/R/withinBlockEffects.R
randomizationInference/R/randPlot.R
randomizationInference/R/randInterval.R
randomizationInference/R/completeRand.R
randomizationInference/R/diffMeansVector.R
randomizationInference/R/zeroEffect.R
randomizationInference/R/randTest.R
randomizationInference/MD5
randomizationInference/DESCRIPTION
randomizationInference/man
randomizationInference/man/randomizationInference-package.Rd
randomizationInference/man/reading.Rd
randomizationInference/man/anovaF.Rd
randomizationInference/man/constEffect.Rd
randomizationInference/man/randPlot.Rd
randomizationInference/man/randTest.Rd
randomizationInference/man/latinRand.Rd
randomizationInference/man/zeroEffect.Rd
randomizationInference/man/diffMeans.Rd
randomizationInference/man/completeRand.Rd
randomizationInference/man/randInterval.Rd
randomizationInference/man/withinBlockEffects.Rd
randomizationInference/man/blockRand.Rd
randomizationInference/man/diffMeansVector.Rd