Data

Tools

Indexes

Applications

Experiments

Open Source Science

anova-with-flexible-emmeans

This Shiny app performs ANOVA (Type I/II/III) and EMMEANS analyses on uploaded Excel data.

https://github.com/deschan5/anova-with-flexible-emmeans

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.2%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

This Shiny app performs ANOVA (Type I/II/III) and EMMEANS analyses on uploaded Excel data.

Basic Info
  • Host: GitHub
  • Owner: deschan5
  • License: gpl-3.0
  • Language: R
  • Default Branch: main
  • Size: 46.9 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created 10 months ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

ANOVA with Flexible EMMEANS

This Shiny app performs ANOVA (Type I/II/III), EMMEANS and COMPACT LETTER DISPLAY analyses on uploaded Excel data.

🎯 Features

  • Upload .xlsx files and select sheets
  • Choose single or multiple numeric responses
  • Specify predictors and EMMEANS factors
  • Download results as Excel

⚙️ Prerequisites

  • R ≥ 3.0.2
  • Packages: shiny (GPL-3), readxl (MIT), tidyverse (MIT), openxlsx (MIT),
    emmeans (GPL-2|GPL-3), multcomp (GPL-2), DT (GPL-3), car (GPL-2|GPL-3)

🚀 Usage

  1. Clone the repo
    ```bash git clone https://github.com//shiny-anova-app.git cd shiny-anova-app

  2. Start the app in R ```bash shiny::runApp("app 08.R")

  3. Prepare your input Excel file Your spreadsheet must have three distinct sections, in this order:

| Section | Description | | ------------------- | ----------------------------------------------------------------------------------------- | | Row labels | First column: unique IDs (e.g. gene or sample names) | | Row annotations | One or more columns immediately after: categorical factors (e.g. “genotype”, “condition”) | | Numeric data | All remaining columns: measurement values; headers are variable names (e.g. metabolites) |

Owner

  • Name: Dejan
  • Login: deschan5
  • Kind: user
  • Location: Munich
  • Company: LMU

Biotechnologist with strong background in plant physiology. Former Post-Doc at the Biology Faculty of the Ludwig-Maximilians-Unversity of Munich.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Dziubek
    given-names: Dejan
title: "ANOVA-with-Flexible-EMMEANS"
version: "1.0"
url: "https://github.com/deschan5/ANOVA-with-Flexible-EMMEANS"
date-released: "2025-05-09"

GitHub Events

Total
  • Watch event: 1
  • Push event: 15
  • Create event: 2
Last Year
  • Watch event: 1
  • Push event: 15
  • Create event: 2