Description

Book Synopsis

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.

Table of Contents

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.

Hdbk of Matrices

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    A Paperback by Helmut Lutkepohl

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      Book details

      Publisher John Wiley & Sons
      Published 8 July 1996
      ISBN-13 9780471970156
      978-0471970156
      ISBN-10 0471970158
      Also in:
      Mathematics Probability and statistics Maths for engineers

      Description

      Book Synopsis

      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.

      Table of Contents

      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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