Standardised Statistical Comparison Workflows R package STATassist version 1.0.0 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>. Software 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 Wonseok Oh <hiows97@gmail.com> Comprehensive R Archive Network (CRAN) Wonseok Oh [aut, cre] (ORCID: <https://orcid.org/0009-0002-0687-8466>) MIT + file LICENSE (https://CRAN.R-project.org/package=STATassist/LICENSE) 2026-09-05 application/tgz https://CRAN.R-project.org/package=STATassist doi:10.32614/CRAN.package.STATassist