TY  - BOOK
AU  - Searle,Shayle R.
AU  - Khuri,Andre I.
TI  - Matrix algebra useful for statistics
T2  - Wiley series in probability and statistics
SN  - 9781118935149 (hbk)
U1  - 512.9434 23
PY  - 2017///
CY  - New Jersey : 
PB  - John Wiley & Sons
KW  - Matrices
KW  - Mathematical statistics
N1  - Includes bibliographical references and index; 1. Vector spaces, subspaces, and linear transformations --
2. Matrix notation and terminology --
3. Determinants --
4. Matrix Operations --
5. Special matrices --
6. Eigenvalues and eigenvectors --
7. Diagonalization of matrices --
8. Generalized inverses --
9. Matrix calculus --
10. Multivariate distributions and quadratic forms --
11. Matrix algebra of full-rank linear models --
12. Less-than-full-rank linear models --
13. Analysis of balanced linear models using direct products of matrices --
14. Multiresponse models --
15. SAS/IML --
16. Use of MATLAB in matrix computations --
17. Use of R in matrix computations
N2  - This book addresses matrix algebra that is useful in the statistical analysis of data as well as within statistics as a whole. The material is presented in an explanatory style rather than a formal theorem-proof format and is self-contained. Featuring numerous applied illustrations, numerical examples, and exercises, the book has been updated to include the use of SAS, MATLAB, and R for the execution of matrix computations.
ER  -