Research

The research behind AutoDunn.

AutoDunn combines statistical tests and visual explanations in one tool.

Project authors

Authors: Gürdal Ertek, Gül Tokdemir, Sobhan Arisian, and Mohamad Mustafa Hammoudi.

Primary paper

AutoDunn: An Interactive Tool for the Automated Testing of Group Means and Post-Hoc Visual Analytics

This site uses simpler, original wording.

Supplement

Extra app screenshots and visual examples.

Screenshots are not reused here.

Key sources used in the paper

Selected sources cited by the paper.

Kruskal, W. H. & Wallis, W. A. (1952)Use of ranks in one-criterion variance analysis. Journal of the American Statistical Association, 47(260), 583–621.
Dunn, O. J. (1964)Multiple comparisons using rank sums. Technometrics, 6(3), 241–252.
Benjamini, Y. & Hochberg, Y. (1995)Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B, 57(1), 289–300.
Wattenberg, M. (2002)Arc diagrams: Visualizing structure in strings. IEEE Symposium on Information Visualization.
Ertek, G., Tokdemir, G. & Hammoudi, M. M. (2019)Graph-based visualization of stochastic dominance in statistical comparisons. IEEE/ACS AICCSA.

Want to see how it works?

Code, setup files, and license are on GitHub.