Package: Rita 1.2.0
Rita: Automated Transformations, Normality Testing, and Reporting
Automated performance of common transformations used to fulfill parametric assumptions of normality and identification of the best performing method for the user. Output for various normality tests (Thode, 2002) corresponding to the best performing method and a descriptive statistical report of the input data in its original units (5-number summary and mathematical moments) are also presented. Lastly, the Rankit, an empirical normal quantile transformation (ENQT) (Soloman & Sawilowsky, 2009), is provided to accommodate non-standard use cases and facilitate adoption. <doi:10.1201/9780203910894>. <doi:10.22237/jmasm/1257034080>.
Authors:
Rita_1.2.0.tar.gz
Rita_1.2.0.zip(r-4.7)Rita_1.2.0.zip(r-4.6)Rita_1.2.0.zip(r-4.5)
Rita_1.2.0.tgz(r-4.6-any)Rita_1.2.0.tgz(r-4.5-any)
Rita_1.2.0.tar.gz(r-4.7-any)Rita_1.2.0.tar.gz(r-4.6-any)
Rita_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
Rita/json (API)
NEWS
| # Install 'Rita' in R: |
| install.packages('Rita', repos = c('https://danielamattei.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/danielamattei/rita/issues
Last updated from:4d5afd61b2. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 99 | ||
| source / vignettes | OK | 161 | ||
| linux-release-x86_64 | NOTE | 98 | ||
| macos-release-arm64 | NOTE | 121 | ||
| macos-oldrel-arm64 | NOTE | 182 | ||
| windows-devel | NOTE | 73 | ||
| windows-release | NOTE | 71 | ||
| windows-oldrel | NOTE | 125 | ||
| wasm-release | OK | 84 |
Exports:ADTestarcsineXformchisqTestDPTestinverseXformJBTestKSLTestkurtCoefflogitXformlogXformMasterTestMasterXformpopSDrankitXformRitaskewCoeffsquareXformSWTest
Dependencies:lattice
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Anderson-Darling Test | ADTest |
| Arcsine Transformation | arcsineXform |
| Chi-Square Test | chisqTest |
| D'agostino Pearson Omnibus Test | DPTest |
| Inverse/Reciprocal Transformation | inverseXform |
| Jarque-Bera Test | JBTest |
| Kolmogorov-Smirnov-Lilliefors Test | KSLTest |
| Adjusted Fisher-Pearson Excess Sample Kurtosis | kurtCoeff |
| Logit/Log-Odds Transformation | logitXform |
| Logarithmic Transformation | logXform |
| Master Normality Testing Function | MasterTest |
| Master Transformation Function | MasterXform |
| Converts Sample Standard Deviations into Population Equivalents | popSD |
| Rankit Transformation | rankitXform |
| Rita | Rita |
| Adjusted Fisher-Pearson Skewness Coefficient with Sample-size Correction Factor | skewCoeff |
| Square-root Transformation | squareXform |
| Shapiro-Wilk Test | SWTest |
