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Synopsis
The statistical models confronting econometricians are complicated in nature so it is no easy task to apply the procedures recommended by classical statisticians to such models. This book presents the reader with mathematical tools drawn from matrix calculus and zero-one matrices and demonstrates how the use of their tools greatly facilitates such applications in a sequence of linear econometric models of increasing statistical complexity. The book differs from others in that the matrix calculus results are derived from a few basic rules which are generalizations of the rules used in ordinary calculus. Moreover the properties of several new zero-one matrices are investigated.
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Review
"The major contribution of this book is to place together most of the well-known results along with many new results and provide illustrations." Mathematical Reviews
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- PublisherCambridge University Press
- Publication date2005
- ISBN 10 0521022452
- ISBN 13 9780521022453
- BindingPaperback
- LanguageEnglish
- Number of pages220
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
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Cambridge University Press, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
Published by
Cambridge University Press, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
Published by
Cambridge University Press, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
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Matrix Calculus and Zero-One Matrices (Paperback)
Published by
Cambridge University Press, Cambridge, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
New
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Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. This 2002 book presents the reader with mathematical tools taken from matrix calculus and zero-one matrices and demonstrates how these tools greatly facilitate the application of classical statistical procedures to econometric models. The matrix calculus results are derived from a few basic rules that are generalizations of the rules of ordinary calculus. These results are summarized in a useful table. Well-known zero-one matrices, together with some newer ones, are defined, their mathematical roles explained, and their useful properties presented. The basic building blocks of classical statistics, namely the score vector, the information matrix, and the Cramer-Rao lower bound, are obtained for a sequence of linear econometric models of increasing statistical complexity. From these are obtained interactive interpretations of maximum likelihood estimators, linking them with efficient econometric estimators. Classical test statistics are also derived and compared for hypotheses of interest. Shows how mathematical tools taken from matrix calculations and zero-one matrices greatly facilitate the application of classical statistical procedures to econometric models. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780521022453
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
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ISBN 13: 9780521022453
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Matrix Calculus and Zero-One Matrices : Statistical and Econometric Applications
Published by
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ISBN 10: 0521022452
ISBN 13: 9780521022453
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Matrix Calculus and Zero-One Matrices
Published by
Cambridge University Press, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Shows how mathematical tools taken from matrix calculations and zero-one matrices greatly facilitate the application of classical statistical procedures to econometric models.Inhaltsverzeichnis1. Classical statistical procedures 2. . Seller Inventory # 446921254
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Matrix Calculus and Zero-One Matrices (Paperback)
Published by
Cambridge University Press, Cambridge, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
New
Paperback
Seller: CitiRetail, Stevenage, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. This 2002 book presents the reader with mathematical tools taken from matrix calculus and zero-one matrices and demonstrates how these tools greatly facilitate the application of classical statistical procedures to econometric models. The matrix calculus results are derived from a few basic rules that are generalizations of the rules of ordinary calculus. These results are summarized in a useful table. Well-known zero-one matrices, together with some newer ones, are defined, their mathematical roles explained, and their useful properties presented. The basic building blocks of classical statistics, namely the score vector, the information matrix, and the Cramer-Rao lower bound, are obtained for a sequence of linear econometric models of increasing statistical complexity. From these are obtained interactive interpretations of maximum likelihood estimators, linking them with efficient econometric estimators. Classical test statistics are also derived and compared for hypotheses of interest. Shows how mathematical tools taken from matrix calculations and zero-one matrices greatly facilitate the application of classical statistical procedures to econometric models. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9780521022453
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Matrix Calculus and Zero-One Matrices (Paperback)
Published by
Cambridge University Press, Cambridge, 2005
ISBN 10: 0521022452
ISBN 13: 9780521022453
New
Paperback
Seller: AussieBookSeller, Truganina, VIC, Australia
Seller rating 3 out of 5 stars
Paperback. Condition: new. Paperback. This 2002 book presents the reader with mathematical tools taken from matrix calculus and zero-one matrices and demonstrates how these tools greatly facilitate the application of classical statistical procedures to econometric models. The matrix calculus results are derived from a few basic rules that are generalizations of the rules of ordinary calculus. These results are summarized in a useful table. Well-known zero-one matrices, together with some newer ones, are defined, their mathematical roles explained, and their useful properties presented. The basic building blocks of classical statistics, namely the score vector, the information matrix, and the Cramer-Rao lower bound, are obtained for a sequence of linear econometric models of increasing statistical complexity. From these are obtained interactive interpretations of maximum likelihood estimators, linking them with efficient econometric estimators. Classical test statistics are also derived and compared for hypotheses of interest. Shows how mathematical tools taken from matrix calculations and zero-one matrices greatly facilitate the application of classical statistical procedures to econometric models. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9780521022453
Quantity: 1 available