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stat.ML2026★ 1 cited
Automated Residual Plot Assessment With the R Package autovi and the Shiny Application autovi.web
Weihao Li, Dianne Cook, Emi Tanaka +2
Visual assessment of residual plots is a common approach for diagnosing linear models, but it relies on manual evaluation, which does not scale well and can lead to inconsistent de…
stat.AP2026
A Mathematical Framework and Software Implementation for Uncertainty Visualisation
Harriet Mason, Dianne Cook, Sarah Goodwin +1
Random variables are the bread and butter of statistics, and visualisations are one of the most versatile tools in the field, so it is a wonder why we do not have a methodology for…