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.

"...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)

• Preface xvPreface to the first revised printing xviiPreface to the second revised printing xviiiPart One- MatricesPart Two- Differentials: the theoryPart Three- Differentials: the practicePart Four- InequalitiesPart Five- The linear modelPart Six- Applications to maximum likelihood estimationBibliography 379Index of Symbols 387Subject Index 390

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.

"...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)

• Preface xvPreface to the first revised printing xviiPreface to the second revised printing xviiiPart One- MatricesPart Two- Differentials: the theoryPart Three- Differentials: the practicePart Four- InequalitiesPart Five- The linear modelPart Six- Applications to maximum likelihood estimationBibliography 379Index of Symbols 387Subject Index 390

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.

"...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)

• Preface xvPreface to the first revised printing xviiPreface to the second revised printing xviiiPart One- MatricesPart Two- Differentials: the theoryPart Three- Differentials: the practicePart Four- InequalitiesPart Five- The linear modelPart Six- Applications to maximum likelihood estimationBibliography 379Index of Symbols 387Subject Index 390