Package: equivalenceTest 0.0.1.1
equivalenceTest: Equivalence Test for the Means of Two Normal Distributions
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.
Authors:
equivalenceTest_0.0.1.1.tar.gz
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equivalenceTest.pdf |equivalenceTest.html✨
equivalenceTest/json (API)
| # Install 'equivalenceTest' in R: |
| install.packages('equivalenceTest', repos = c('https://wan9c9.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:aae9bb4ee1. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 14 2024 |
| R-4.5-win | NOTE | Nov 14 2024 |
| R-4.5-linux | NOTE | Nov 14 2024 |
| R-4.4-win | NOTE | Nov 14 2024 |
| R-4.4-mac | NOTE | Nov 14 2024 |
| R-4.3-win | NOTE | Nov 14 2024 |
| R-4.3-mac | NOTE | Nov 14 2024 |
Exports:createEquivTestSmplequivTestFixedMarginequivTestFixedMarginCombPlotequivTestMWCMLEequivTestPlothistWNormDensityscatterPlotEquivTestDatasummarizeSample
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create summary information of a dataset | createEquivTestSmpl |
| Compute the Satterthwaite approximation of degree of freedom for t distribution | dfSatterthwaite |
| eqivalenceTest: A package for evaluating equivalence of the means of two normal distributions. | equivalenceTest-package equivalenceTest |
| Conduct the equivalence test with fixed margin | equivTestFixedMargin |
| Provide a combined plot for equivvalence test | equivTestFixedMarginCombPlot |
| Equivalence test by Modified Wald test with standard error estimated by RMLE (MWCMLE) | equivTestMWCMLE |
| Plot the equivalence test result | equivTestPlot |
| Histogram with a fitted normal density function | histWNormDensity |
| Perform restricted MLE (RMLE) to estimate parameters under the constraint defined by the boundary of null hypothesis | RMLE_equivTest |
| Provide a side-by-side scatter plot of two or three datasets for equivalence test. | scatterPlotEquivTestData |
| Summarize data for equivalence test | summarizeSample |
