References

Hypothetical outcome plots outperform error bars and violin plots for inferences about reliability of variable ordering

Jessica Hullman, Paul Resnick, & Eytan Adar (2015)

PLOS ONE, 10(11), e0142444.

DOI: https://doi.org/10.1371/journal.pone.0142444

Abstract. Hullman, Resnick, and Adar's empirical validation of Hypothetical Outcome Plots (HOPs) — animated frequency-frame displays that produce better lay-audience inferences than static uncertainty-bar plots. Cited in modern uncertainty-UX research.

Tags: ai-usability uncertainty visualisation

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