12/09/2011

Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics) Review

Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics)
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This is a pretty good textbook for the linear model. If you have backgrounds in experimental design and matrix theory. Then this book will help you a lot. Some people may recommend the Searle's linear model. But Searle's book may be too focus on the theories therefore not too many applications.
If you are looking for a book for your linear model class. You might choose this one. Since it will help for your first step on the Linear model.

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This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The authors 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. In addition, the book covers topics that are not usually treated at this level, but which are important in their own right. The author, Ronald Christensen, is a Professor of Statistics at the University of New Mexico.

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