Visualizing Data, Visualizing Models: Getting Priorities Right When Analyzing Data
Year: 2009
Type: article
Abstract: We discuss methods of visualizing data and statistical models. The key innovation of these methods is that specialized graphs simultaneously illustrate underlying patterns in data and the properties of the statistical model that are used to analyze the data. These visualization techniques provide ways of understanding the relation between variables, illustrate how the statistical model works and can reveal how the statistical model may not be capturing underlying patterns among the variables.
Authors: Alex E. Chávez, Richard Gonzalez
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W1438325094
