Randomization-based p-values and null intervals for a wide variety of experimental scenarios, with corresponding visualizations.
● Data Source:
CranContrib
● Keywords: package
● Alias: randomizationInference, randomizationInference-package
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Calculates the analysis of variance F statistic.
● Data Source:
CranContrib
● Keywords: methods
● Alias: anovaF
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Calculates potential outcomes under modified assignments, according to the specified constant treatment effect(s).
● Data Source:
CranContrib
● Keywords: methods
● Alias: constEffect
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Plots observed test statistics against their randomization distributions and against the randomization-based intervals for their corresponding estimands.
● Data Source:
CranContrib
● Keywords: methods
● Alias: randPlot
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Conducts randomization-based hypothesis tests according to the specified test statistic(s), assignment mechanism, and null and alternative hypotheses.
● Data Source:
CranContrib
● Keywords: methods
● Alias: randTest
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latinRand
(Package: randomizationInference) :
Random Treatment Assignments for Isomorphic Latin Square Designs
Randomly draws an assignment vector or matrix according to the isomorphic Latin square design, for a specified number of permutations.
● Data Source:
CranContrib
● Keywords: methods
● Alias: latinRand
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Calculates potential outcomes under modified assignments, assuming zero treatment effect(s).
● Data Source:
CranContrib
● Keywords: methods
● Alias: zeroEffect
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Calculates the difference of mean observed outcomes for a specified treatment factor and specified pair of comparison levels.
● Data Source:
CranContrib
● Keywords: methods
● Alias: diffMeans
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completeRand
(Package: randomizationInference) :
Random Treatment Assignments for Completely Randomized Designs
Randomly draws a specified number of assignment vectors or matrices according to a completely randomized design.
● Data Source:
CranContrib
● Keywords: methods
● Alias: completeRand
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Calculates randomization-based intervals under the null hypothesis for the specified test statistics and coverage levels.
● Data Source:
CranContrib
● Keywords: methods
● Alias: randInterval
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