Helpers for Data Analysis and Presentation Focused on Undergrad Psychology

A teaching project for the display of statistical tests as well as some convenience functions for data cleanup. The primary components are the functions prefixed with 'tadaa_', which are built to work in an interactive environment, but also print markdown tables powered by 'pixiedust' for the creation of 'RMarkdown' reports. This package is no longer actively developed.

tadaatoolbox

tadaatoolbox contains helpers for data analysis and presentation focused on undergrad psychology, the target audience being students at University of Bremen.

This was a teaching project with the primary goal being to assist undergrad students and tutors in a course that has since changed hands and moved on.

Some of the choices made in this package were motivated by didactics and demonstration, but are unfit for methodologically sound use. One example was the automated calculation of post-hoc power in t-tests and ANOVA, which is generally frowned upon. Also, the automated test for heteroskedasticity in tadaa_t.test is a source of multiplicity, leading to uncontrolled type I errors.
Both mechanisms have since been removed in the GitHub version.

There are many other packages available that do a better job at cleaning/presenting statistical test output, notably in the easystats ecosystem, so I suggest you look there rather than using this package.

For ANOVA & others, try the afex package.

Installation

Install the current development version from GitHub (recommended):

if (!("remotes" %in% installed.packages())){
  install.packages("remotes")
}

remotes::install_github("tadaadata/tadaatoolbox")

Or install the most recent stable version from CRAN:

install.packages("tadaatoolbox")

Code of Conduct

Please note that the tadaatoolbox project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.