Ankündigung Erscheint vsl. Januar 2020 Abbildung von Christensen | Plane Answers to Complex Questions | 5th ed. 2019 | 2020 | The Theory of Linear Models

Christensen

Plane Answers to Complex Questions

The Theory of Linear Models

Jetzt vorbestellen! Wir liefern bei Erscheinen

ca. 106,99 €

inkl. Mwst.

5th ed. 2019 2020. Buch. xx, 503 S. 30 s/w-Abbildungen, Bibliographien. Hardcover

ISBN 978-3-030-32096-6

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

In englischer Sprache

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.

Autoren

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

        Ihre Daten werden geladen ...