High-dimensional Data Visualization - Data Visualization - page 151

High-dimensional
Data Visualization

II.6

Martin Theus

6.1 Introduction ........................................................................................

152

6.2 Mosaic Plots .........................................................................................

153

Associations in High-dimensional Data .................................................... 153

Response Models .................................................................................... 155

Models ................................................................................................... 156

6.3 Trellis Displays .....................................................................................

156

Deinition ............................................................................................... 157

Trellis Display vs. Mosaic Plots ................................................................. 158

Trellis Displays and Interactivity ............................................................... 161

Visualization of Models ........................................................................... 162

6.4 Parallel Coordinate Plots ....................................................................

164

Geometrical Aspects vs. Data Analysis Aspects ......................................... 164

Limits ..................................................................................................... 166

Sorting and Scaling Issues ....................................................................... 169

Wrap-up ................................................................................................. 171

6.5 Projection Pursuit and the Grand Tour .............................................

172

Grand Tour vs. Parallel Coordinate Plots ................................................... 174

6.6 Recommendations .............................................................................

175