MANUAL CONTROLS FOR HIGH-DIMENSIONAL DATA PROJECTIONS

Authors
Citation
D. Cook et A. Buja, MANUAL CONTROLS FOR HIGH-DIMENSIONAL DATA PROJECTIONS, Journal of computational and graphical statistics, 6(4), 1997, pp. 464-480
Citations number
23
ISSN journal
10618600
Volume
6
Issue
4
Year of publication
1997
Pages
464 - 480
Database
ISI
SICI code
1061-8600(1997)6:4<464:MCFHDP>2.0.ZU;2-L
Abstract
Projections of high-dimensional data onto low-dimensional subspaces pr ovide insightful views for understanding multivariate relationships. T his article discusses how to manually control the variable contributio ns to the projection. The user has control of the way a particular var iable contributes to the viewed projection and can interactively adjus t the variable's contribution. These manual controls complement the au tomatic views provided by a grand tour, or a guided tour, and give gre atly improved flexibility to data analysts.