Matrix Calculus and Zero-One Matrices : Statistical and Econometric Applications

Language: English

Published by Cambridge University Press, 2005

0521022452 / 9780521022453

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - 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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Title
Matrix Calculus and Zero-One Matrices : Statistical and Econometric Applications
Author
Darrell A. Turkington
Publisher
Cambridge University Press
Publication year
2005
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0521022452
ISBN 13
9780521022453
Item weight
365 grams
Dimensions
229x152x13 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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