Hands-On Matrix Algebra Using R: Active and Motivated Learning with Applications

Hands-On Matrix Algebra Using R: Active and Motivated Learning with Applications

Hands-On Matrix Algebra Using R: Active and Motivated Learning with Applications

By 作者: Hrishikesh D. Vinod
ISBN-10 书号: 9814313688
ISBN-13 书号: 9789814313681
Released: 2011-03-28
pages 页数: 348

$105


Contents

Preface
1.R Preliminaries
2. Elementary Geometry and Algebra Using R
3. Vector Spaces
4. Matrix Basics and R Software
5. Decision Applications: Payo Matrix
6. Determinant and Singularity of a Square Matrix
7. The Norm, Rank and Trace of a Matrix
8. Matrix Inverse and Solution of Linear Equations
9. Eigenvalues and Eigenvectors
10. Similar Matrices, Quadratic and Jordan Canonical Forms
11. Hermitian, Normal and Positive De nite Matrices
12. Kronecker Products and Singular Value Decomposition
13. Simultaneous Reduction and Vec Stacking
14. Vector and Matrix Differentiation
15. Matrix Results for Statistics
16. Generalized Inverse and Patterned Matrices
17. Numerical Accuracy and QR Decomposition
Bibliography
Index


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