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Contents
List of Tables and Figures vii
Preface for Teachers and Students ix
Acknowledgments xiii
1 Introduction 1
The Concept of Causation, 1
Experimental Research, 2
The Logic Underlying Regression Analysis, 5
Some Necessary Math Background, 7
2 The Bivariate Regression Model 15
The Equation, 15
The Intercept, 17
The Slope Coefficient, 18
The Error or Disturbance Term, 19
Some Necessary Assumptions, 20
Estimating Coefficients with Data from a Sample, 24
3 The Multivariate Regression Model 29
The Value of Multivariate Analysis, 29
Interpreting the Coefficients of
a Multivariate Regression Model, 		31
Dichotomous and Categorical Independent Variables, 33
The Assumptions of Multivariate Regression, 37
Choosing the Independent Variables for
a Regression Model, 		38

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Publication Information: Book Title: Understanding Multivariate Research: A Primer for Beginning Social Scientists. Contributors: William D. Berry - author, Mitchell S. Sanders - author. Publisher: Westview Press. Place of Publication: Boulder, CO. Publication Year: 2000. Page Number: v.
    
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