Chapter 4. Visualization by Reduction of Dimensionality
Published Online: 19 DEC 2005
DOI: 10.1002/0470041102.ch4
Copyright © 2006 John Wiley & Sons, Inc.
Book Title
Cancer Diagnostics with DNA Microarrays
Additional Information
How to Cite
Knudsen, S. (2005) Visualization by Reduction of Dimensionality, in Cancer Diagnostics with DNA Microarrays, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0470041102.ch4
Publication History
- Published Online: 19 DEC 2005
- Published Print: 17 NOV 2006
ISBN Information
Print ISBN: 9780471784074
Online ISBN: 9780470041109
- Summary
- Chapter
Keywords:
- Principal component analysis (PCA);
- visualization by dimensionality reduction;
- Independent component analysis (ICA)
Summary
This chapter contains sections titled:
Principal Component Analysis
Supervised Principal Component Analysis
Independent Component Analysis
Example I: PCA on Small Data Matrix
Example II: PCA on Real Data
Summary
Further Reading