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Brenton R. Clarke - Linear Models: The Theory and Application of Analysis of Variance - 9780470025666 - V9780470025666
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Linear Models: The Theory and Application of Analysis of Variance

€ 154.72
FREE Delivery in Ireland
Description for Linear Models: The Theory and Application of Analysis of Variance Hardcover. This book represents a serious approach to the study of linear models and their applications through discussion of analysis of variance (ANOVA) techniques. Throughout the book there is an equal emphasis on orthogonal representations that delve from the history of the subject and on the vector-matrix approach that has surfaced in recent years. Series: Wiley Series in Probability and Statistics. Num Pages: 272 pages, Illustrations. BIC Classification: PB. Category: (P) Professional & Vocational. Dimension: 242 x 165 x 21. Weight in Grams: 504.
An insightful approach to the analysis of variance in the study of linear models

Linear Models explores the theory of linear models and the dynamic relationships that these models have with Analysis of Variance (ANOVA), experimental design, and random and mixed-model effects. This one-of-a-kind book emphasizes an approach that clearly explains the distribution theory of linear models and experimental design starting from basic mathematical concepts in linear algebra.

The author begins with a presentation of the classic fixed-effects linear model and goes on to illustrate eight common linear models, along with the value of their use in statistics. From ... Read more

  • Vector space theory

  • The theory of least squares estimation

  • Gauss-Markov theorem

  • Kronecker products

  • Diagnostic and robust methods for linear models

  • Likelihood approaches to estimation

A discussion of Bayesian theory is also included for purposes of comparison and contrast, and numerous illustrative exercises assist the reader with uncovering the nature of the models, using both classic and new data sets. Requiring only a working knowledge of basic probability and statistical inference, Linear Models is a valuable book for courses on linear models at the upper-undergraduate and graduate levels. It is also an excellent reference for practitioners who use linear models to conduct research in the fields of econometrics, psychology, sociology, biology, and agriculture.

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Product Details

Format
Hardback
Publication date
2008
Publisher
John Wiley & Sons Inc United Kingdom
Number of pages
272
Condition
New
Series
Wiley Series in Probability and Statistics
Number of Pages
272
Place of Publication
, United States
ISBN
9780470025666
SKU
V9780470025666
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50

About Brenton R. Clarke
Brenton R. Clarke, PhD, is Senior Lecturer in Mathematics and Statistics at Murdoch University, Australia. A former president of the Western Australian Branch of the Statistical Society of Australia, Dr. Clarke has published numerous journal articles in his areas of research interest, which include linear models, robust statistics, and time series analysis.

Reviews for Linear Models: The Theory and Application of Analysis of Variance
"Solved examples throughout bring clarity to otherwise difficult, complex concepts. Highly recommended." (CHOICE, March 2009)

Goodreads reviews for Linear Models: The Theory and Application of Analysis of Variance


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