You are here

Analysis of Multivariate and High-Dimensional Data

Inge Koch
Publisher: 
Cambridge University Press
Publication Date: 
2014
Number of Pages: 
504
Format: 
Hardcover
Series: 
Cambridge Series in Statistical and Probabilistic Mathematics
Price: 
89.00
ISBN: 
9780521887939
Category: 
Textbook
There is no review yet. Please check back later.

Part I. Classical Methods:
1. Multidimensional data
2. Principal component analysis
3. Canonical correlation analysis
4. Discriminant analysis
Part II. Factors and Groupings:
5. Norms, proximities, features, and dualities
6. Cluster analysis
7. Factor analysis
8. Multidimensional scaling
Part III. Non-Gaussian Analysis:
9. Towards non-Gaussianity
10. Independent component analysis
11. Projection pursuit
12. Kernel and more independent component methods
13. Feature selection and principal component analysis revisited
Index.

Dummy View - NOT TO BE DELETED