1 citations · 2 across the 3 of their papers we have counts for
4 papers
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…
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…
The Noisy Work of Uncertainty Visualisation Research: A Review
Harriet Mason, Dianne Cook, Sarah Goodwin +2
Better representation of the uncertainty in a data visualisation is a focus of recent research activity. A problem with the current literature is that there is a lack of clarity ab…
An Enhanced Projection Pursuit Tree Classifier with Visual Methods for Assessing Algorithmic Improvements
Natalia da Silva, Dianne Cook, Eun-Kyung Lee
This paper presents enhancements to the projection pursuit tree classifier and visual diagnostic methods for assessing their impact in high dimensions. The original algorithm uses…