2 papers
stat.ME2021
An Aligned Rank Transform Procedure for Multifactor Contrast Tests
Lisa A. Elkin, Matthew Kay, James J. Higgins +1
Data from multifactor HCI experiments often violates the normality assumption of parametric tests (i.e., nonconforming data). The Aligned Rank Transform (ART) is a popular nonparam…
cs.HC2020
Visual Reasoning Strategies for Effect Size Judgments and Decisions
Alex Kale, Matthew Kay, Jessica Hullman
Uncertainty visualizations often emphasize point estimates to support magnitude estimates or decisions through visual comparison. However, when design choices emphasize means, user…