Carte Matrix Calculus and Zero-One Matrices Darrell A. Turkington

Matrix Calculus and Zero-One Matrices

Statistical and Econometric Applications

Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
255.51 lei
This 2002 book presents the reader with mathematical tools taken from matrix calculus and zero-one m...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2005
Pagini
220
EAN
9780521022453
ISBN
0521022452
Enbook ID
02018303
Greutate
338
Dimensiuni
153 x 230 x 13

Descriere completă

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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