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Introduction to Linear Regression Analysis, 6e Solutions Manual book cover, ISBN 9781119578697

Introduction to Linear Regression Analysis, 6e Solutions Manual

by Montgomery, Douglas C.; Peck, Elizabeth A.; Vining, G. Geoffrey; Ryan, Anne G.

ISBN13: 9781119578697
ISBN10: 1119578698
eBook ISBN(s): 9781119578765
Edition: 6th
Format: Paperback
Copyright: 2022-08-09
Publisher: Wiley

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Summary

INTRODUCTION TO LINEAR REGRESSION ANALYSIS

Table of Contents

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

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