2. Specify the model and contrasts

Help and citation

Documentation: See the cofad README for installation, examples, and interpretation guidance.

Problems and suggestions: Please use the GitHub issue tracker.

Data format: Data must be in long format (also called narrow or tidy format). See this short explanation.


Cite cofad

Please cite both the tutorial and the software paper:

Henninger, M., Malejka, S., & Titz, J. (2025). Contrast analysis for competing hypotheses: A tutorial using the R package cofad. Behavior Research Methods, 57, Article 326. https://doi.org/10.3758/s13428-025-02833-w
Titz, J., & Burkhardt, M. (2021). cofad: An R package and Shiny app for contrast analysis. Journal of Open Source Software, 6(67), 3822. https://doi.org/10.21105/joss.03822

3. Results

4. R code