Graph-Based Visualization of Stochastic Dominance in Statistical Comparisons

In this paper, a graph visualization scheme and methodology is proposed for representing, understanding, and interpreting the statistical comparison of means and the resulting stochastic dominance. The practicality and applicability of the visualization scheme and the methodology is illustrated through a case study, with data coming from higher education institutes in the United States of America (U.S.A.). The objective of the research is to make statistical results more accessible and readable, enabling the visual derivation of actionable insights.

Keywords: graph visualization; graph drawing; stochastic dominance; hypothesis testing; higher education.

Please cite this paper as follows: (click to download)

Ertek, G., Tokdemir, G., and Hammoudi, M. M. (2019) “Graph-Based Visualization of Stochastic Dominance in Statistical Comparisons,” 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA), Abu Dhabi, United Arab Emirates, 2019, pp. 1-7, doi: 10.1109/AICCSA47632.2019.9035354.

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