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Matrix Differential Calculus with Applications in Statistics and Econometrics
Taschenbuch von Jan R Magnus (u. a.)
Sprache: Englisch

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Beschreibung
" ...deals rigorously with many of the problems that have bedevilled the subject up to the present time..." - Stephen Pollock, Econometric Theory

"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.
" ...deals rigorously with many of the problems that have bedevilled the subject up to the present time..." - Stephen Pollock, Econometric Theory

"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.
Über den Autor

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.

Inhaltsverzeichnis

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

Details
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
Artikel-ID: 106665112
Über den Autor

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.

Inhaltsverzeichnis

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

Details
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
Artikel-ID: 106665112
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