Handbook of matrices
著者
書誌事項
Handbook of matrices
Wiley, c1996
- : hbk
- : pbk
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注記
Includes bibliographical references and index
内容説明・目次
- 巻冊次
-
: hbk ISBN 9780471966883
内容説明
Matrices are used in many areas including statistics, econometrics, mathematics, natural sciences and engineering. This handbook provides a collection of numerous results for reference, together with a comprehensive dictionary of matrices and related terms. The book is structured and cross-referenced so that specific results and information are easy to locate. References for proofs and computational algorithms are provided.
目次
- Definitions, notations, terminology
- rules for matrix operations
- matrix valued functions of a matrix
- trace, determinant and rank of a matrix
- eigenvalues and singular values
- matrix decompositions and canonical forms
- vectorization operators
- vector and matrix norms
- properties of special matrices
- vector and matrix derivatives
- polynomials, power series and matrices. Appendix A: a dictionary of matrices and related terms.
- 巻冊次
-
: pbk ISBN 9780471970156
内容説明
Matrices are used in many fields such as statistics, econometrics, mathematics, natural sciences and engineering. They provide a concise, simple method for describing long and complicated computations. This is a comprehensive handbook and dictionary of terms for matrix theory.
目次
Definitions, Notations, Terminology.
Rules for Matrix Operations.
Matrix Valued Functions of a Matrix.
Trace, Determinant and Rank of a Matrix.
Eigenvalues and Singular Values.
Matrix Decompositions and Canonical Forms.
Vectorization Operators.
Vector and Matrix Norms.
Properties of Special Matrices.
Vector and Matrix Derivatives.
Polynomials, Power Series and Matrices.
Appendix.
References.
Index.
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