Erschienen: 13.03.2020 Abbildung von Christensen | Plane Answers to Complex Questions | 5. Auflage | 2020 | beck-shop.de

Christensen

Plane Answers to Complex Questions

The Theory of Linear Models

lieferbar ca. 10 Tage als Sonderdruck ohne Rückgaberecht

106,99 €

Preisangaben inkl. MwSt. Abhängig von der Lieferadresse kann die MwSt. an der Kasse variieren. Weitere Informationen

auch verfügbar als eBook (PDF) für 74.89 €

Fachbuch

Buch. Hardcover

5th ed. 2020. 2020

xxii, 529 S. 33 s/w-Abbildungen, Bibliographien.

In englischer Sprache

Springer. ISBN 978-3-030-32096-6

Format (B x L): 15,5 x 23,5 cm

Gewicht: 986 g

Das Werk ist Teil der Reihe: Springer Texts in Statistics

Produktbeschreibung

This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The author's emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models, based on projections, orthogonality, and other vector space ideas. Every chapter comes with numerous exercises and examples that make it ideal for a graduate-level course. All of the standard topics are covered in depth: ANOVA, estimation including Bayesian estimation, hypothesis testing, multiple comparisons, regression analysis, and experimental design models. In addition, the book covers topics that are not usually treated at this level, but which are important in their own right: balanced incomplete block designs, testing for lack of fit, testing for independence, models with singular covariance matrices, variance component estimation, best linear and best linear unbiased prediction, collinearity, and variable selection. This new edition includes a more extensive discussion of best prediction and associated ideas of R2, as well as new sections on inner products and perpendicular projections for more general spaces and Milliken and Graybill’s generalization of Tukey’s one degree of freedom for nonadditivity test.

Top-Produkte dieser Kategorie

Unsere Empfehlungen für Sie

Ihre zuletzt angesehenen Produkte

Autoren

  • Rezensionen

    Dieses Set enthält folgende Produkte:
      Auch in folgendem Set erhältlich:
      • nach oben

        Ihre Daten werden geladen ...