search for books and compare prices
Tables of Contents for Interaction Effects in Logistic Regression
Chapter/Section Title
Page #
Page Count
Series Editor's Introduction
v
Preface
vii
Introduction
1
17
Probabilities and Odds
2
1
The Logistic Regression Model
3
2
Categorical Predictors and Dummy Variables
5
1
Predicted Values in Logistic Regression
6
1
Interpretation of Coefficients
7
2
Probabilities, Odds, and Log Odds Revisited
9
2
Transformations of the Predictor Variables
11
1
Definition of Interaction
12
3
Hierarchically Well-Formulated Models
15
2
Product Term Analysis Versus Separate Logistic Regressions
17
1
Interactions Between Qualitative Predictors
18
12
Two-Way Interactions
18
6
Three-Way Interactions
24
6
Interactions Between Qualitative and Quantitative/Continuous Predictors
30
12
Two-Way Interactions With a Qualitative Moderator Variable
30
4
Two-Way Interactions With a Quantitative Moderator Variable
34
3
Three-Way Interactions
37
5
Interactions Between Quantitative/Continuous Predictors
42
4
Two-Way Interactions
42
2
Three-Way Interactions
44
2
Multicategory Models
46
7
Ordinal Regression Models
47
3
Multicategory Nominal Variables
50
3
Additional Considerations
53
16
Methods of Presenting Interaction Effects
53
5
Calculating Confidence Intervals
58
1
Calculating Coefficients of Focal Independent Variables at Different Moderator Values
59
2
The Bilinear Nature of Interactions for Continuous/Quantitative Variables
61
2
Partialling the Component Terms
63
1
Multiple Interaction Effects
63
2
Multicollinearity
65
1
Model Selection and Trimming
66
1
Transformations
67
1
Confounded Interactions
67
1
Computer Software
68
1
Notes
69
1
References
69
1
About the Author
70