Accession Number : ADP007130
Title : Direction and Motion Control in the Ground Tour,
Corporate Author : RUTGERS - THE STATE UNIV NEW BRUNSWICK NJ
Personal Author(s) : Cook, Di ; Buja, Andreas ; Cabrera, Javier
Report Date : 1992
Pagination or Media Count : 4
Abstract : Exploring multivariate data with the grand tour(1) is a visually exciting way to discover interesting structure. However, one criticism of this method is that as dimensionality increases the chances of quickly discovering views of interest diminish rapidly, because of the random nature of the grand tour, and the expanding volume of space. To improve the chances of discovering interesting structure we propose a method for controlling the exploration by motion control and directing movement along the gradient of a projection pursuit function. The benefits of this approach are two-fold. Firstly, it provides a fast, powerful exploratory data analysis tool, and secondly, it provides a vehicle for exploring and comparing projection pursuit functions.
Descriptors : *MULTIVARIATE ANALYSIS, APPROACH, BENEFITS, CONTROL, FUNCTIONS, GRADIENTS, MOTION, STRUCTURES, TOOLS, VEHICLES, VOLUME.
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE