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Full Description
Matrix Methods: Applied Linear Algebra and Sabermetrics, Fourth Edition, provides a unique and comprehensive balance between the theory and computation of matrices. Rapid changes in technology have made this valuable overview on the application of matrices relevant not just to mathematicians, but to a broad range of other fields. Matrix methods, the essence of linear algebra, can be used to help physical scientists-- chemists, physicists, engineers, statisticians, and economists-- solve real world problems.
Contents
1. Matrices
2. Simultaneous linear equations
3. The inverse
4. An introduction to optimization
5. Determinants
6. Eigenvalues and eigenvectors
7. Matrix calculus
8. Linear differential equations
9. Probability and Markov chains
10. Real inner products and least square
11. Sabermetrics e An introduction
12. Sabermetrics e A module
Appendix: A word on technology
Answers and hints to selected problems