Graphics Reference
In-Depth Information
Huge Multidimensional
Data Visualization:
Back to the Virtue of Principal
Coordinates and Dendrograms
in the New Computer Age
III.4
Francesco Palumbo, Domenico Vistocco, Alain Morineau
4.1
Introduction
........................................................................................
351
4.2
The Geometric Approach to the Statistical Analysis
.......................
352
Distance and Metric Space
......................................................................
353
OECD Countries Dataset
..........................................................................
354
4.3
Factorial Analysis
................................................................................
355
Principal Component Analysis
.................................................................
356
Distance Visualization in R
p
..............................................................
4.4
360
Hierarchical Clustering
............................................................................
362
4.5
Principal Axis Methods and Classiication: a Uniied View
.............
365
4.6
Computational Issues
.........................................................................
365
Partitioning Methods
..............................................................................
366
Mixed Strategy for Very Large Datasets
....................................................
368
