Plane Answers to Complex Questions: The Theory of Linear Models Capa dura - 2011
por Ronald Christensen
Descrição da contracapa
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.
Detalhes
- Título Plane Answers to Complex Questions: The Theory of Linear Models
- Autor Ronald Christensen
- Encadernação Capa dura
- Edição 4th ed. 2011
- Páginas 494
- Volumes 1
- Idioma ENG
- Editorial Springer
- Data de publicação 2011-05
- Ilustrado Sim
- Features Bibliography, Illustrated, Index
- ISBN 9781441998156 / 1441998152
- Peso 1.98 libras (0.90 kg)
- Dimensão 9.21 x 6.14 x 1.13 in. (23.39 x 15.60 x 2.87 cm)
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Temas
- Aspects (Academic): Science/Technology Aspects
- Library of Congress subjects Analysis of variance, Linear models (Statistics)
- Número da Biblioteca do Congresso dos Estados Unidos 2011928555
- Dewey Decimal Code 519.535
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Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics)
por Ronald Christensen
- Usado
- Bom
- Capa dura
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- Encadernação
- Hardcover
- ISBN 10 / ISBN 13
- 9781441998156 / 1441998152
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Newport Coast, California, United States
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€ 78,42Frete grátis para USA