Applied Linear Regression Models / Edition 2

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Overview

Applied Linear Regression Models was listed in the newsletter of the Decision Sciences Institute as a classic in its field and a text that should be on every member's shelf. The third edition continues this tradition. It is a successful blend of theory and application. The authors have taken an applied approach, and emphasize understanding concepts; this text demonstrates their approach trough worked-out examples. Sufficient theory is provided so that applications of regression analysis can be carried out with understanding. John Neter is past president of the Decision Science Institute, and Michael Kutner is a top statistician in the health and life sciences area. Applied Linear Regression Models should be sold into the one-term course that focuses on regression models and applications. This is likely to be required for undergraduate and graduate students majoring in allied health, business, economics, and life sciences.
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Product Details

  • ISBN-13: 9780256070682
  • Publisher: McGraw-Hill Higher Education
  • Publication date: 12/28/1988
  • Edition description: Older Edition
  • Edition number: 2
  • Pages: 688

Table of Contents

1 Linear Regression with One Independent Variable 3
2 Inferences in Regression Analysis 44
3 Diagnostics and Remedial Measures 95
4 Simultaneous Inferences and Other Topics in Regression Analysis 152
5 Matrix Approach to Simple Linear Regression Analysis 176
6 Multiple Regression - I 217
7 Multiple Regression - II 260
8 Building the Regression Model I: Selection of Predictor Variables 327
9 Building the Regression Model II: Diagnostics 361
10 Building the Regression Model III: Remedial Measures and Validation 400
11 Qualitative Predictor Variables 455
12 Autocorrelation in Time Series Data 497
13 Introduction to Nonlinear Regression 531
14 Logistic Regression, Poisson Regression, and Generalized Linear Models 567
15 Normal Correlation Models 631
Appendix A Some Basic Results in Probability and Statistics 663
Appendix B Tables 685
Appendix C Data Sets 702
Appendix D Selected Bibliography 708
Index 715
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