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Preface vii
2 Simple Linear Regression 1
3 Multiple Linear Regression 13
4 Model Adequacy Checking 29
5 Transformations and Weighting to Correct Model Inadequacies 59
6 Diagnostics for Leverage and Influence 74
7 Polynomial Regression Models 79
8 Indicator Variables 86
9 Multicollinearity 95
10 Variable Selection and Model Building 100
11 Validation of Regression Models 105
12 Introduction to Nonlinear Regression 108
13 Generalized Linear Models 113
14 Regression Analysis of Time Series Data 121
15 Other Topics in the Use of Regression Analysis 125
The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.
The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.
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