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Matrix Differential Calculus with Applications in Statistics and Econometrics

Jan R. Magnus (Author), Heinz Neudecker (Author)

9780471986331, Wiley

Paperback / softback, published 18 February 1999

432 pages
21.1 x 15.2 x 2.7 cm, 0.68 kg

"...the best book to learn matrix and related ideas...statisticians, econometricians, computer scientists, engineers, and psychometricians will find this extremely useful." (Journal of Statistical Computation and Simulation, March 2006)

"a most welcome revision" (Computational Statistics & Data Analysis, 28 August 2001)

Ein umfassendes Lehrbuch der Matrixdifferentialrechnung für Statistiker und Ökonometriker, in deren Forschungsalltag die Matrixtheorie eine zentrale Rolle spielt. Gegenüber der hervorragend aufgenommenen ersten Auflage haben die Autoren, anerkannte Experten dieses Gebietes, den Text um neue Entwicklungen erweitert; die Beispiele und Übungsaufgaben wurden ebenfalls ergänzt. (06/99)

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

Subject Areas: Mathematics [PB]

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