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equivalenceTest
View on CRAN: Click
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Download and install equivalenceTest package within the R console
Install from CRAN:
install.packages("equivalenceTest")
Install from Github:
library("remotes")
install_github("cran/equivalenceTest")
Install by package version:
library("remotes")
install_version("equivalenceTest", "0.0.1.1")
Attach the package and use:
library("equivalenceTest")
Maintained by
Chao Wang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-04
Latest Update: 2019-03-04
Description:
Two methods for performing equivalence test for the means of two (test and reference) normal distributions are implemented. The null hypothesis of the equivalence test is that the absolute difference between the two means are greater than or equal to the equivalence margin and the alternative is that the absolute difference is less than the margin. Given that the margin is often difficult to obtain a priori, it is assumed to be a constant multiple of the standard deviation of the reference distribution. The first method assumes a fixed margin which is a constant multiple of the estimated standard deviation of the reference data and whose variability is ignored. The second method takes into account the margin variability. In addition, some tools to summarize and illustrate the data and test results are included to facilitate the evaluation of the data and interpretation of the results.
How to cite:
Chao Wang (2019). equivalenceTest: Equivalence Test for the Means of Two Normal Distributions. R package version 0.0.1.1, https://cran.r-project.org/web/packages/equivalenceTest
Previous versions and publish date:
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Other R packages that equivalenceTest depends,
imports, suggests or enhances
Functions, R codes and Examples using
the equivalenceTest R package
Some associated functions: RMLE_equivTest . createEquivTestSmpl . dfSatterthwaite . equivTestFixedMargin . equivTestFixedMarginCombPlot . equivTestMWCMLE . equivTestPlot . equivalenceTest . histWNormDensity . scatterPlotEquivTestData . summarizeSample .
Some associated R codes: dataSummary.R . equivTest_FixedMargin.R . equivTest_MWCMLE.R . equivalenceTest.R . plots.R . Full equivalenceTest package functions and examples
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