Plane Answers to Complex Questions: The Theory of Linear Models Hardcover - 2011
by Ronald Christensen
From the rear cover
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.
Details
- Title Plane Answers to Complex Questions: The Theory of Linear Models
- Author Ronald Christensen
- Binding Hardcover
- Edition 4th ed. 2011
- Pages 494
- Volumes 1
- Language ENG
- Publisher Springer
- Date 2011-05
- Illustrated Yes
- Features Bibliography, Illustrated, Index
- ISBN 9781441998156 / 1441998152
- Weight 1.98 lbs (0.90 kg)
- Dimensions 9.21 x 6.14 x 1.13 in (23.39 x 15.60 x 2.87 cm)
-
Themes
- Aspects (Academic): Science/Technology Aspects
- Library of Congress subjects Analysis of variance, Linear models (Statistics)
- Library of Congress Catalog Number 2011928555
- Dewey Decimal Code 519.535
About the author
More Copies for Sale
Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics)
by Ronald Christensen
- Used
- Good
- Hardcover
- Condition
- Used - Good
- Binding
- Hardcover
- ISBN 10 / ISBN 13
- 9781441998156 / 1441998152
- Quantity Available
- 1
- Seller
-
Newport Coast, California, United States
- Item Price
-
€78.42FREE shipping to USA