The Linear Model and Hypothesis: A General Unifying Theory (Springer Series in Statistics)
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.
yazar | George Seber |
---|---|
Boyutlar ve boyutlar | 15.6 x 1.43 x 23.4 cm |
Tarafından yayınlandı | 16 Ekim 2015 |
18,9 x 0,6 x 24,6 cm Mdpi AG 18,9 x 0,2 x 24,6 cm 28 Şubat 2018 3 Ocak 2017 30 Ekim 2011 15 x 0,5 x 22 cm WADE H MCCREE 18,9 x 0,3 x 24,6 cm Additional Contributors Kolektif ROBERT H BORK 18,9 x 0,5 x 24,6 cm 1 Ocak 2017 29 Ekim 2011 ERWIN N GRISWOLD 18,9 x 0,4 x 24,6 cm 28 Ekim 2011
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Sürüm ayrıntıları
yazar | George Seber |
---|---|
isbn 10 | 3319219294 |
isbn 13 | 978-3319219295 |
Yayımcı | Springer |
Boyutlar ve boyutlar | 15.6 x 1.43 x 23.4 cm |
Tarafından yayınlandı The Linear Model and Hypothesis: A General Unifying Theory (Springer Series in Statistics) | 16 Ekim 2015 |
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