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statdecideR  

Automated Statistical Analysis and Plotting with CLD
View on CRAN: Click here


Download and install statdecideR package within the R console
Install from CRAN:
install.packages("statdecideR")

Install from Github:
library("remotes")
install_github("cran/statdecideR")

Install by package version:
library("remotes")
install_version("statdecideR", "0.1.6")



Attach the package and use:
library("statdecideR")
Maintained by
Subhradip Bhattacharjee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-01
Latest Update: 2025-05-01
Description:
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>.
How to cite:
Subhradip Bhattacharjee (2025). statdecideR: Automated Statistical Analysis and Plotting with CLD. R package version 0.1.6, https://cran.r-project.org/web/packages/statdecideR. Accessed 08 May. 2025.
Previous versions and publish date:
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Complete documentation for statdecideR
Functions, R codes and Examples using the statdecideR R package
Full statdecideR package functions and examples
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