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Item Details
| Title:
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PLANE ANSWERS TO COMPLEX QUESTIONS
THE THEORY OF LINEAR MODELS |
| By: |
Ronald Christensen |
| Format: |
Paperback |
| List price:
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£74.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
1461428858 |
| ISBN 13: |
9781461428855 |
| Publisher: |
SPRINGER-VERLAG NEW YORK INC. |
| Pub. date: |
15 July, 2013 |
| Edition: |
Softcover reprint of hardcover 4th ed. 2011 |
| Series: |
Springer Texts in Statistics |
| Pages: |
494 |
| Description: |
This updated 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. |
| Synopsis: |
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. |
| Illustrations: |
18 Tables, black and white; XXII, 494 p. |
| Publication: |
US |
| Imprint: |
Springer-Verlag New York Inc. |
| Returns: |
Returnable |
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A celebratory, inclusive and educational exploration of Ramadan and Eid al-Fitr for both children that celebrate and children who want to understand and appreciate their peers who do.
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