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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>.
Getting started
Browse package contents
Package details |
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| Author | Subhradip Bhattacharjee [aut, cre] (ORCID: <https://orcid.org/0000-0003-2330-2979>), Bappa Das [aut, ctb] (ORCID: <https://orcid.org/0000-0003-1286-1492>), Parveen Kumar [aut, ctb] (ORCID: <https://orcid.org/0000-0001-9352-8303>), Rakesh Kumar [aut, ctb] (ORCID: <https://orcid.org/0000-0002-9711-0964>), Amitava Panja [aut, ctb] (ORCID: <https://orcid.org/0000-0002-6226-2933>), Pritam Roy [aut, ctb], Divyacrotu Majumder [aut, ctb], Susanta Dutta [aut, ctb] (ORCID: <https://orcid.org/0000-0003-0885-9744>), Indian Council of Agricultural Research [cph] |
| Maintainer | Subhradip Bhattacharjee <subhradip25@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.1.6 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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