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Linear Model Theory : With Examples and Exercises / Dale L. Zimmerman
| Linear Model Theory : With Examples and Exercises / Dale L. Zimmerman |
| Autore | Zimmerman, Dale L. |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xxi, 504 p. : ill. ; 24 cm |
| Soggetto topico |
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020]
62H12 - Estimation in multivariate analysis [MSC 2020] 15A09 - Theory of matrix inversion and generalized inverses [MSC 2020] 62-XX - Statistics [MSC 2020] 62J05 - Linear regression; mixed models [MSC 2020] 15A03 - Vector spaces, linear dependence, rank, lineability [MSC 2020] 62J10 - Analysis of variance and covariance (ANOVA) [MSC 2020] 62G15 - Nonparametric tolerance and confidence regions [MSC 2020] |
| Soggetto non controllato |
ANOVA
Aitken model BLUE and BLUP Best linear unbiased estimation and prediction Distribution theory Estimability Examples and exercises Gauss-Markov model Generalized inverse Least squares estimation Linear Models Matrix algebra Mean and error structures Mixed and random effects models Model misspecication Random vectors Regression methods Statistical Theory Variance component estimation |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249398 |
Zimmerman, Dale L.
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Linear Model Theory : Exercises and solutions / Dale L. Zimmerman
| Linear Model Theory : Exercises and solutions / Dale L. Zimmerman |
| Autore | Zimmerman, Dale L. |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | vii, 353 p. : ill. ; 24 cm |
| Soggetto topico |
00A07 - Problem books [MSC 2020]
62-XX - Statistics [MSC 2020] 62J05 - Linear regression; mixed models [MSC 2020] 62J10 - Analysis of variance and covariance (ANOVA) [MSC 2020] |
| Soggetto non controllato |
ANOVA
Aitken model BLUE and BLUP Best linear unbiased estimation and prediction Distribution theory Estimability Examples and exercises Gauss-Markov model Generalized inverse Least squares estimation Linear Models Matrix algebra Mean and error structures Mixed and random effects models Model misspecication Random vectors Regression methods Statistical Theory Variance component estimation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249400 |
|
Zimmerman, Dale L.
|
||
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||