ANOVA_app {TBA}R Documentation

Analysis of Variance (ANOVA)

Description

ANOVA_app() function opens an interactive and user friendly Shiny application that enables users to perform Analysis of Variance (ANOVA) for multi-trait experimental data based on the Randomized Block Design (RBD) by uploading an Excel file.

Usage

ANOVA_app()

Details

The application is designed to perform ANOVA for datasets based on the Randomized Block Design (RBD).

Users can upload an Excel file (.xlsx or .xls) containing data for multiple traits. After uploading the file, users need to click the "Analyze" button.

Results are presented in a tabular format showing sources of variation, their respective degrees of freedom (Df), and the Mean Sum of Squares for each trait. Significance is also indicated.

The output table is downloadable in CSV format.

Value

Opens a user-friendly interactive shiny application for performing ANOVA on experimental data.

Data Format

The uploaded Excel file should be formatted as follows:

Trait names should be concise. Example:

Note: The uploaded file name should not contain spaces. For example, use Sample_Data.xlsx instead of Sample Data.xlsx.

An example Excel file is available for download using the Download Example Data button within the application.

The example dataset includes:

References

Singh, R. K., & Chaudhary, B. D. (1977). Biometrical Methods in Quantitative Genetic Analysis.

Examples

if(interactive()) ANOVA_app()

[Package TBA version 0.1.0 Index]