A Primer on Linear Models
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- Taschenbuch ausgewählt
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Sprache:Englisch
Fr. 113.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
31.03.2008
Abbildungen
schwarz-weiss Illustrationen, Tabellen, schwarz-weiss
Verlag
Taylor & FrancisSeitenzahl
304
Maße (L/B/H)
23.4/15.6/1.6 cm
Gewicht
464 g
Sprache
Englisch
ISBN
978-1-4200-6201-4
With coverage steadily progressing in complexity, the text first provides examples of the general linear model, including multiple regression models, one-way ANOVA, mixed-effects models, and time series models. It then introduces the basic algebra and geometry of the linear least squares problem, before delving into estimability and the Gauss-Markov model. After presenting the statistical tools of hypothesis tests and confidence intervals, the author analyzes mixed models, such as two-way mixed ANOVA, and the multivariate linear model. The appendices review linear algebra fundamentals and results as well as Lagrange multipliers.
This book enables complete comprehension of the material by taking a general, unifying approach to the theory, fundamentals, and exact results of linear models.
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