UID:
almafu_9959328990402883
Format:
1 online resource (xix, 559 pages)
ISBN:
9780470226780
,
0470226781
,
9780470226797
,
047022679X
,
1281221791
,
9781281221797
Content:
This book emphasizes computational statistics and algorithms and includes numerous references to both the theory behind the methods and the applications of the methods. Each chapter consists of four parts: a definition followed by a list of results, a sho.
Note:
A MATRIX HANDBOOK FOR STATISTICIANS; CONTENTS; Preface; 1 Notation; 2 Vectors, Vector Spaces, and Convexity; 3 Rank; 4 Matrix Functions: Inverse, Transpose, Trace, Determinant, and Norm; 5 Complex, Hermitian, and Related Matrices; 6 Eigenvalues, Eigenvectors, and Singular Values; 7 Generalized Inverses; 8 Some Special Matrices; 9 Non-Negative Vectors and Matrices; 10 Positive Definite and Non-negative Definite Matrices; 11 Special Products and Operators; 12 Inequalities; 13 Linear Equations; 14 Partitioned Matrices; 15 Patterned Matrices; 16 Factorization of Matrices; 17 Differentiation.
,
18 Jacobians19 Matrix Limits, Sequences, and Series; 20 Random Vectors; 21 Random Matrices; 22 Inequalities for Probabilities and Random Variables; 23 Majorization; 24 Optimization and Matrix Approximation; References; Index.
Additional Edition:
Print version: Seber, G.A.F. (George Arthur Frederick), 1938- Matrix handbook for statisticians. Hoboken, N.J. : Wiley-Interscience, ©2008 ISBN 9780471748694
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470226797
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470226797
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470226797
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470226797
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