Jacobians of Matrix Transformations and Functions of Matrix Arguments
eBook - PDF

Jacobians of Matrix Transformations and Functions of Matrix Arguments

  1. 448 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Jacobians of Matrix Transformations and Functions of Matrix Arguments

About this book

This book concentrates on the topic of evaluation of Jacobians in some specific linear as well as nonlinear matrix transformations, in the real and complex cases, which are widely applied in the statistical, physical, engineering, biological and social sciences. It aims to develop some techniques systematically so that anyone with a little exposure to multivariable calculus can easily follow the steps and understand the various methods by which the Jacobians in complicated matrix transformations are evaluated. The material is developed slowly, with lots of worked examples, aimed at self-study. Some exercises are also given, at the end of each section.

The book is a valuable reference for statisticians, engineers, physicists, econometricians, applied mathematicians and people working in many other areas. It can be used for a one-semester graduate level course on Jacobians and functions of matrix argument.

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Yes, you can access Jacobians of Matrix Transformations and Functions of Matrix Arguments by A M Mathai in PDF and/or ePUB format, as well as other popular books in Mathematics & Mathematics General. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Contents
  2. Preface
  3. CHAPTER 1 Jacobians of matrix transformations
  4. CHAPTER 2 Jacobians in orthogonal and related transformations
  5. CHAPTER 3 Jacobians in the complex case
  6. CHAPTER 4 Transformations involving eigenvalues and unitary matrices
  7. CHAPTER 5 Some special functionsof matrix argument
  8. CHAPTER 6 Functions of matrix argument in the complex case
  9. Appendix
  10. Bibliography
  11. Glossary of symbols
  12. Author index
  13. Subject index