'shiny' Application for Statistical Test Assumption Checking and Guidance
Example Dataset for bacteria_for_correlation
Example Dataset for chi_fisher
Example Dataset for correlation
Sample Infant Dataset (CSV)
Launch the AssumpSure Shiny App
Example Dataset for plantgrowth
Example Dataset for t-tests
A 'shiny' application to assess statistical assumptions and guide users toward appropriate tests. The app is designed for researchers with minimal statistical training and provides diagnostics, plots, and test recommendations for a wide range of analyses. Many statistical assumptions are implemented using the package 'rstatix' (Kassambara, 2019) <doi:10.32614/CRAN.package.rstatix> and 'performance' (Lüdecke et al., 2021) <doi:10.21105/joss.03139>.
Useful links