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:Daniel Mattei [aut, cre], John Ruscio [aut]

Rita_1.2.0.tar.gz
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Rita.pdf |Rita.html✨
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

On CRAN:

Conda:

2.00 score 1 scripts 179 downloads 18 exports 1 dependencies

Last updated 3 years agofrom:4d5afd61b2. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 17 2025
R-4.5-winNOTEMar 17 2025
R-4.5-macNOTEMar 17 2025
R-4.5-linuxNOTEMar 17 2025
R-4.4-winNOTEMar 17 2025
R-4.4-macNOTEMar 17 2025
R-4.4-linuxNOTEMar 17 2025
R-4.3-winNOTEMar 17 2025
R-4.3-macNOTEMar 17 2025

Exports:ADTestarcsineXformchisqTestDPTestinverseXformJBTestKSLTestkurtCoefflogitXformlogXformMasterTestMasterXformpopSDrankitXformRitaskewCoeffsquareXformSWTest

Dependencies:lattice