22 citations · 127 across the 26 of their papers we have counts for
5 papers · 1 filter
Enabling Interactivity on Displays of Multivariate Time Series and Longitudinal Data
Xiaoyue Cheng, Dianne Cook, Heike Hofmann
Temporal data is information measured in the context of time. This contextual structure provides components that need to be explored to understand the data and that can form the ba…
Four Papers on Contemporary Software Design Strategies for Statistical Methodologists
Vincent Carey, Dianne Cook
Software design impacts much of statistical analysis and, as technology changes, dramatically so in recent years, it is exciting to learn how statistical software is adapting and c…
Human Factors Influencing Visual Statistical Inference
Mahbubul Majumder, Heike Hofmann, Dianne Cook
Visual statistical inference is a way to determine significance of patterns found while exploring data. It is dependent on the evaluation of a lineup, of a data plot among a sample…
Utilizing Distance Metrics on Lineups to Examine What People Read From Data Plots
Niladri Roy Chowdhury, Dianne Cook, Heike Hofmann +2
Graphics play a crucial role in statistical analysis and data mining. This paper describes metrics developed to assist the use of lineups for making inferential statements. Lineups…
An algorithm for deciding the number of clusters and validation using simulated data with application to exploring crop population structure
Mark A. Newell, Dianne Cook, Heike Hofmann +1
A first step in exploring population structure in crop plants and other organisms is to define the number of subpopulations that exist for a given data set. The genetic marker data…