文件名称：Hands-On Matrix Algebra Using R
文件大小：2.24MB
文件格式：PDF
更新时间：2022-02-05 10:16:26
Mathematics
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 出版日期: 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