TY - GEN
T1 - Graph-based visualization of stochastic dominance in statistical comparisons
AU - Ertek, Gurdal
AU - Tokdemir, Gul
AU - Hammoudi, Mohamad Mustafa
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - 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.
AB - 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.
KW - Graph drawing
KW - Graph visualization
KW - Higher education
KW - Hypothesis testing
KW - Stochastic dominance
UR - http://www.scopus.com/inward/record.url?scp=85082722399&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85082722399&partnerID=8YFLogxK
U2 - 10.1109/AICCSA47632.2019.9035354
DO - 10.1109/AICCSA47632.2019.9035354
M3 - Conference contribution
AN - SCOPUS:85082722399
T3 - Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA
BT - 16th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2019
PB - IEEE Computer Society
T2 - 16th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2019
Y2 - 3 November 2019 through 7 November 2019
ER -