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About this book :-
Linear Model Methodology written by
Andre I. Khuri
The purpose of this book is to provide a comprehensive coverage of the basic concepts and methodologies used in the area of linear models. Given the importance of this subject in both statistical theory and experimental research, a good understanding of its fundamental principles and theory is essential. Special emphasis has therefore been placed on the clarity of the presentation combined with a rigorous development of the theory underlying linear models.
This undertaking is supported by a large number of examples, numerical or otherwise, in order to illustrate the applicability of the various methods presented in this book. Furthermore, all chapters, except for Chapter 1, are equipped with numerous exercises, some of which are designed to give the reader added insight into the subject area discussed in a given chapter. In addition, an extensive bibliography is provided for the benefit of the interested reader who can use it for more in-depth study of linear models and related areas.
This book covers a wide variety of topics in linear models that incorporate both the classical approach as well as the more recent trends and modeling techniques that have been developed in the last 30 years. Coverage of the material is done in a manner that reflects contemporary advances made in linear models. However, it does not include topics on regression analysis, such as model selection, multicollinearity, or regression diagnostics. These topics are discussed in detail in numerous regression textbooks and are better taught in methods courses. The focus of this book is more on the theory of linear models.
Book Detail :-
Title: Linear Model Methodology
Edition:
Author(s): Andre I. Khuri
Publisher: Chapman and Hall/CRC
Series:
Year: 2009
Pages: 564
Type: PDF
Language: English
ISBN: 1584884819,9781584884811
Country: US
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About Author :-
The author Andre I. Khuri is a PHD and Professor Emeritus of Statistics at the University of Florida. He is the author of Advanced Calculus with Applications in Statistics, Second Edition and co-author of Statistical Tests for Mixed Linear Models, all published by Wiley. Dr. Khuri is a member of numerous academic associations, among them the American Statistical Association and the Institute of Mathematical Statistics.
All Famous Books of this Author :-
Here is list all books, text books, editions, versions, solution manuals or solved notes avaliable of this author, We recomended you to download all.
• Download PDF Advanced Calculus with Applications in Statistics, 2E by André I. Khuri
• Download PDF Matrix Algebra Useful for Statistics, 2E by Shayle R. Searle, Andre I. Khuri
• Download PDF Linear Model Methodology by Andre I. Khuri
• Download PDF Statistical Texts for Mixed Linear Models by Andre I. Khuri, Mathew, Sinha
• Download PDF Response Surface Methodology and Related Topics by Andre I. Khuri
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Book Contents :-
Linear Model Methodology written by
Andre I. Khuri
cover the following topics.
'
Author
1. Linear Models:Some Historical Perspectives
2. Basic Elements of Linear Algebra
3. Basic Concepts in Matrix Algebra
4. The Multivariate Normal Distribution
5. Quadratic Forms in Normal Variables
6. Full Rank Linear Models
7. Less Than Full Rank Linear Models
8. Balanced Linear Models
9. The Adequacy of Satterthwaite’s Approximation
10. Unbalanced Fixed Effects Models
11. Unbalanced Random and Mixed Model
12. Additional Topics in Linear Models
13. Generalized Linear Models
Bibliography
Index
Note:-
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