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"I continued to be pleasantly surprised by the variety and usefulness of its contents " - Isabella Verdinelli, Journal of the American Statistical Association
Continuing the success of their first edition, Magnus and Neudecker present an exhaustive and self-contained revised text on matrix theory and matrix differential calculus. Matrix calculus has become an essential tool for quantitative methods in a large number of applications, ranging from social and behavioural sciences to econometrics. While the structure and successful elements of the first edition remain, this revised and updated edition contains many new examples and exercises.
* Contains the essentials of multivariable calculus with an emphasis on the use of differentials
* Many new examples and exercises
* Fulfils the need for a unified and self-contained treatment of matrix differential calculus
* Includes new developments in this field
Part I presents a concise, yet thorough overview of matrix algebra, while the second part develops the theory of differentials. The remaining Parts III to VI combine the theory and application of matrix differential calculus providing the practitioner and researcher with both a quick review and a detailed reference.
"I continued to be pleasantly surprised by the variety and usefulness of its contents " - Isabella Verdinelli, Journal of the American Statistical Association
Continuing the success of their first edition, Magnus and Neudecker present an exhaustive and self-contained revised text on matrix theory and matrix differential calculus. Matrix calculus has become an essential tool for quantitative methods in a large number of applications, ranging from social and behavioural sciences to econometrics. While the structure and successful elements of the first edition remain, this revised and updated edition contains many new examples and exercises.
* Contains the essentials of multivariable calculus with an emphasis on the use of differentials
* Many new examples and exercises
* Fulfils the need for a unified and self-contained treatment of matrix differential calculus
* Includes new developments in this field
Part I presents a concise, yet thorough overview of matrix algebra, while the second part develops the theory of differentials. The remaining Parts III to VI combine the theory and application of matrix differential calculus providing the practitioner and researcher with both a quick review and a detailed reference.
Jan R. Magnus is the author of Matrix Differential Calculus with Applications in Statistics and Econometrics, 2nd Edition, published by Wiley. Heinz Neudecker is the author of Matrix Differential Calculus with Applications in Statistics and Econometrics, 2nd Edition, published by Wiley.
Preface xv
Preface to the first revised printing xvii
Preface to the second revised printing xviii
Part One- Matrices
Part Two- Differentials: the theory
Part Three- Differentials: the practice
Part Four- Inequalities
Part Five- The linear model
Part Six- Applications to maximum likelihood estimation
Bibliography 379
Index of Symbols 387
Subject Index 390
Erscheinungsjahr: | 1999 |
---|---|
Genre: | Importe, Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | 424 S. |
ISBN-13: | 9780471986331 |
ISBN-10: | 047198633X |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: |
Magnus, Jan R
Neudecker, Heinz |
Auflage: | 2nd REV edition |
Hersteller: |
Wiley
John Wiley & Sons |
Verantwortliche Person für die EU: | Wiley-VCH GmbH, Boschstr. 12, D-69469 Weinheim, product-safety@wiley.com |
Maße: | 229 x 152 x 25 mm |
Von/Mit: | Jan R Magnus (u. a.) |
Erscheinungsdatum: | 22.03.1999 |
Gewicht: | 0,685 kg |
Jan R. Magnus is the author of Matrix Differential Calculus with Applications in Statistics and Econometrics, 2nd Edition, published by Wiley. Heinz Neudecker is the author of Matrix Differential Calculus with Applications in Statistics and Econometrics, 2nd Edition, published by Wiley.
Preface xv
Preface to the first revised printing xvii
Preface to the second revised printing xviii
Part One- Matrices
Part Two- Differentials: the theory
Part Three- Differentials: the practice
Part Four- Inequalities
Part Five- The linear model
Part Six- Applications to maximum likelihood estimation
Bibliography 379
Index of Symbols 387
Subject Index 390
Erscheinungsjahr: | 1999 |
---|---|
Genre: | Importe, Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | 424 S. |
ISBN-13: | 9780471986331 |
ISBN-10: | 047198633X |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: |
Magnus, Jan R
Neudecker, Heinz |
Auflage: | 2nd REV edition |
Hersteller: |
Wiley
John Wiley & Sons |
Verantwortliche Person für die EU: | Wiley-VCH GmbH, Boschstr. 12, D-69469 Weinheim, product-safety@wiley.com |
Maße: | 229 x 152 x 25 mm |
Von/Mit: | Jan R Magnus (u. a.) |
Erscheinungsdatum: | 22.03.1999 |
Gewicht: | 0,685 kg |