Książka Linear Model and Hypothesis George Seber

Linear Model and Hypothesis

A General Unifying Theory

Autor: George Seber
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
235.37
This book provides a concise and integrated overview of hypothesis testing in four important subject...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2016
strony
205
EAN
9783319349176
ISBN
3319349171
Enbook ID
18051097
Waga
346
Wymiary
235 x 157 x 18

Pełny opis

This book provides a concise and integrated overview of hypothesis testing in four important subject areas, namely linear and nonlinear models, multivariate analysis, and large sample theory. The approach used is a geometrical one based on the concept of projections and their associated idempotent matrices, thus largely avoiding the need to involvematrix ranks. It is shown that all the hypotheses encountered are either linear or asymptotically linear, and that all the underlying models used are either exactly or asymptotically linear normal models. This equivalence can be used, for example, to extend the concept of orthogonality to other models in the analysis of variance, and to show that the asymptotic equivalence of the likelihood ratio, Wald, and Score (Lagrange Multiplier) hypothesis tests generally applies.

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