Linear Model Theory : With Examples and Exercises / Dale L. Zimmerman

• Autore: Zimmerman, Dale L.
• Pubblicazione: Cham, : Springer, 2020
• Titolo uniforme: Linear Model Theory : With Examples and Exercises
• 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
• Titolo autorizzato: Linear Model Theory : With Examples and Exercises
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN0249398
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://doi.org/10.1007/978-3-030-52063-2