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 (may not be active yet) |
| 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:
Downloads:
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