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Imperial Library
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Index
Cover
Frontmatter
1. Descriptive Techniques
1. Comparison of Batches
2. Multivariate Random Variables
2. A Short Excursion into Matrix Algebra
3. Moving to Higher Dimensions
4. Multivariate Distributions
5. Theory of the Multinormal
6. Theory of Estimation
7. Hypothesis Testing
3. Multivariate Techniques
8. Regression Models
9. Variable Selection
10. Decomposition of Data Matrices by Factors
11. Principal Components Analysis
12. Factor Analysis
13. Cluster Analysis
14. Discriminant Analysis
15. Correspondence Analysis
16. Canonical Correlation Analysis
17. Multidimensional Scaling
18. Conjoint Measurement Analysis
19. Applications in Finance
20. Computationally Intensive Techniques
4. Appendix
21. Symbols and Notations
22. Data
Backmatter
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