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>.

Version: 1.2.0
Imports: base, stats, lattice
Published: 2022-03-15
DOI: 10.32614/CRAN.package.Rita
Author: Daniel Mattei [aut, cre], John Ruscio [aut]
Maintainer: Daniel Mattei <DMattei at live.com>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: NEWS
CRAN checks: Rita results


Reference manual: Rita.pdf


Package source: Rita_1.2.0.tar.gz
Windows binaries: r-devel: Rita_1.2.0.zip, r-release: Rita_1.2.0.zip, r-oldrel: Rita_1.2.0.zip
macOS binaries: r-release (arm64): Rita_1.2.0.tgz, r-oldrel (arm64): Rita_1.2.0.tgz, r-release (x86_64): Rita_1.2.0.tgz, r-oldrel (x86_64): Rita_1.2.0.tgz
Old sources: Rita archive


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