df_nonparam

<p>An example dataset of pollen collection by honeybee at different times and different months.</p>

datasets

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>.

Subhradip Bhattacharjee

statdecideR

Automated Statistical Analysis and Plotting with CLD

df_nonparam function

<p>An object of class <code>data.frame</code> with 132 rows and 3 columns.</p>

df_nonparam: Example Data for Non-parametric test

Description

Usage

Arguments

Format