Methods and applications of linear models regression and the analysis of variance /
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Main Authors: | |
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Published: |
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Literature type: | Electronic eBook |
Language: | English |
Edition: | 2nd ed. |
Series: |
Wiley series in probability and statistics
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Subjects: | |
Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/0471434159 |
Carrier Form: | 1 online resource (xxi, 741 pages) : illustrations. |
Bibliography: | Includes bibliographical references and index. |
ISBN: |
0471458627 9780471458623 047123222X 9780471232223 0471434159 9780471434153 |
Index Number: | QA278 |
CLC: | O212 |
Contents: | Cover -- Contents -- Preface to the Second Edition -- Preface to the First Edition -- Part 1 Regression Models -- 1 Introduction to Linear Models -- 1.1 Background Information -- 1.2 Mathematical and Statistical Models -- 1.3 Definition of the Linear Model -- 1.4 Examples of Regression Models -- 1.5 Concluding Comments -- Exercises -- 2 Regression on Functions of One Variable -- 2.1 Simple Linear Regression Model -- 2.2 Parameter Estimation -- 2.3 Properties of the Estimators -- 2.4 Analysis of the Simple Linear Regression Model -- 2.5 Examining the Data and the Model -- 2.6 Test for Lack of |