STATassist: Standardised Statistical Comparison Workflows

Runs the applicable tests for a comparison in one call and returns standardised result tables. One-sample, two-group, multi-group, factorial and categorical workflows report parametric, rank-based and robust results side by side with effect sizes, confidence intervals and multiplicity-adjusted p-values. Supervised fits, embeddings, clustering and simulators follow the same result contracts. Methods include those of Welch (1947) <doi:10.1093/biomet/34.1-2.28>, Wilcoxon (1945) <doi:10.2307/3001968>, Mann and Whitney (1947) <doi:10.1214/aoms/1177730491>, Kruskal and Wallis (1952) <doi:10.1080/01621459.1952.10483441>, Friedman (1937) <doi:10.1080/01621459.1937.10503522>, Tukey (1949) <doi:10.2307/3001913>, Dunn (1964) <doi:10.1080/00401706.1964.10490181>, Yuen (1974) <doi:10.1093/biomet/61.1.165>, Brunner and Munzel (2000) <doi:10.1002/(SICI)1521-4036(200001)42:1%3C17::AID-BIMJ17%3E3.0.CO;2-U>, Algina, Keselman and Penfield (2005) <doi:10.1037/1082-989X.10.3.317>, DeLong, DeLong and Clarke-Pearson (1988) <doi:10.2307/2531595>, Sun and Xu (2014) <doi:10.1109/LSP.2014.2337313>, Pencina, D'Agostino, D'Agostino and Vasan (2008) <doi:10.1002/sim.2929>, and Pencina, D'Agostino and Steyerberg (2011) <doi:10.1002/sim.4085>.

Version:	1.0.0
Depends:	R (≥ 4.1.0)
Imports:	caret, dbscan, glmnet, grDevices, graphics, kernlab, randomForest, Rtsne, stats, umap, utils
Suggests:	jsonlite, pROC, testthat (≥ 3.0.0), withr
Published:	2026-09-05
DOI:	10.32614/CRAN.package.STATassist
Author:	Wonseok Oh [aut, cre]
Maintainer:	Wonseok Oh <hiows97 at gmail.com>
BugReports:	https://github.com/hiows/STATassist/issues
License:	MIT + file LICENSE
URL:	https://github.com/hiows/STATassist
NeedsCompilation:	no
Materials:	README, NEWS
CRAN checks:	STATassist results

Documentation:

Reference manual:

STATassist.html , STATassist.pdf

Downloads:

Package source:	STATassist_1.0.0.tar.gz
Windows binaries:	r-devel: STATassist_1.0.0.zip, r-release: STATassist_1.0.0.zip, r-oldrel: STATassist_1.0.0.zip
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): STATassist_1.0.0.tgz, r-release (x86_64): STATassist_1.0.0.tgz, r-oldrel (x86_64): STATassist_1.0.0.tgz

Linking:

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