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Synopsis
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.
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Présentation de l'éditeur
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.
Revue de presse
'This is indeed a fine book covering the major areas in the Econometric literature. ... The book, with its lucid presentation, will be quite valuable as a reference book for instructors as well as graduate students.' Indian Journal of Statistics
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Matrix Calculus and Zero-One Matrices Statistical and Econometric Applications
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Cambridge, Cambridge University Press, 2001
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ISBN 13 : 9780521807883
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
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Cambridge University Press, 2001
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
Edité par
Cambridge University Press, 2002
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
Ancien ou d'occasion
Couverture rigide
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Matrix Calculus and Zero-One Matrices Statistical and Econometric Applications
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Cambridge University Press, 2001
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications.
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ISBN 10 : 0521807883
ISBN 13 : 9780521807883
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Matrix Calculus and Zero-One Matrices. Statistical and Econometric Applications
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Cambridge University Press, Cambridge, 2002
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
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Matrix Calculus and Zero-One Matrices (Hardcover)
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Cambridge University Press, Cambridge, 2001
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ISBN 13 : 9780521807883
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Hardcover. Etat : new. Hardcover. This presents the reader with mathematical tools taken from matrix calculus and zero-one matrices and demonstrates how these tools facilitate the application of classical statistical procedures to econometric models. The matrix calculus results are derived from basic rules which are generalizations of the rules of ordinary calculus. These results are summarized in a table. Well-known zero-one matrices together with some new ones are defined, their mathematical roles explained and their 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 statistical complexity. From these interactive interpretations of maximum likelihood estimators are obtained linking them with efficient econometric estimators. Classical test statistics are also derived and compared for hypotheses of interest. This book presents the reader with mathematical tools drawn from matrix calculus and zero-one matrices and demonstrates how the use of their tools facilitates such applications in a sequence of linear econometric models of increasing statistical complexity. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9780521807883
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
Edité par
Cambridge University Press, 2001
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
Neuf
Couverture rigide
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
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Cambridge University Press, 2001
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
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Matrix Calculus and Zero-One Matrices: Statistical and Econometric Applications
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Cambridge University Press, 2001
ISBN 10 : 0521807883
ISBN 13 : 9780521807883
Neuf
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