statdecideR: Automated Statistical Analysis and Plotting with CLD
A lightweight tool that provides a reproducible workflow for selecting and executing appropriate statistical analysis in one-way or two-way experimental designs. The package automatically checks for data normality, conducts parametric (ANOVA) or non-parametric (Kruskal-Wallis) tests, performs post-hoc comparisons with Compact Letter Displays (CLD), and generates publication-ready boxplots, faceted plots, and heatmaps. It is designed for researchers seeking fast, automated statistical summaries and visualization. Based on established statistical methods including Shapiro and Wilk (1965) <doi:10.2307/2333709>, Kruskal and Wallis (1952) <doi:10.1080/01621459.1952.10483441>, Tukey (1949) <doi:10.2307/3001913>, Fisher (1925) <ISBN:0050021702>, and Wickham (2016) <ISBN:978-3-319-24277-4>.
| Version: | 0.1.6 |
| Depends: | R (≥ 4.1) |
| Imports: | ggplot2, dplyr, agricolae, effectsize, stringr, stats |
| Published: | 2025-05-01 |
| DOI: | 10.32614/CRAN.package.statdecideR |
| Author: | Subhradip Bhattacharjee
 [aut, cre],
Bappa Das [aut,
ctb],
Parveen Kumar
[aut, ctb],
Rakesh Kumar
[aut, ctb],
Amitava Panja
[aut, ctb],
Pritam Roy [aut, ctb],
Divyacrotu Majumder [aut, ctb],
Susanta Dutta
[aut, ctb],
Indian Council of Agricultural Research [cph] |
| Maintainer: | Subhradip Bhattacharjee <subhradip25 at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | statdecideR results |
Documentation:
| Reference manual: | statdecideR.pdf |
Downloads:
| Package source: | statdecideR_0.1.6.tar.gz |
| Windows binaries: | r-devel: not available, r-release: statdecideR_0.1.6.zip, r-oldrel: statdecideR_0.1.6.zip |
| macOS binaries: | r-release (arm64): statdecideR_0.1.6.tgz, r-oldrel (arm64): statdecideR_0.1.6.tgz, r-release (x86_64): statdecideR_0.1.6.tgz, r-oldrel (x86_64): statdecideR_0.1.6.tgz |
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