Mathematical tools for applied multivariate analysis /
This revised edition presents the relevant aspects of transformational geometry, matrix algebra, and calculus to those who may be lacking the necessary mathematical foundations of applied multivariate analysis. It brings up-to-date many definitions of mathematical concepts and their operations. It a...
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| Main Author: | |
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| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
San Diego :
Academic Press,
©1997.
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| Edition: | Rev. ed. |
| Subjects: | |
| Online Access: | CONNECT |
Table of Contents:
- The Nature of Multivariate Data Analysis.
- Vector and Matrix Operations for Multivariate Analysis.
- Vector and Matrix Concepts from a Geometric Viewpoint.
- Linear Transformations from a Geometric Viewpoint.
- Decomposition of Matrix Transformations: Eigenstructures and Quadratic Forms.
- Applying the Tools to Multivariate Data.
- Appendices:
- Symbolic Differentiation and Optimization of Multivariable Functions.
- Linear Equations and Generalized Inverses.
- Answers to Numerical Problems.
- References.
- Index.
