SPSS Advanced Models 15.0

SPSS Advanced Models™ 15.0......Page 1
Table of Contents......Page 6
1. Introduction to SPSS Advanced Models......Page 13
2. GLM Multivariate Analysis......Page 15
GLM Multivariate Model......Page 18
Sum of Squares......Page 19
GLM Multivariate Contrasts......Page 20
Contrast Types......Page 21
GLM Multivariate Profile Plots......Page 22
GLM Multivariate Post Hoc Comparisons......Page 23
GLM Save......Page 25
GLM Multivariate Options......Page 27
GLM Command Additional Features......Page 29
3. GLM Repeated Measures......Page 30
GLM Repeated Measures Define Factors......Page 34
GLM Repeated Measures Model......Page 36
Sum of Squares......Page 37
GLM Repeated Measures Contrasts......Page 38
Contrast Types......Page 39
GLM Repeated Measures Profile Plots......Page 40
GLM Repeated Measures Post Hoc Comparisons......Page 41
GLM Repeated Measures Save......Page 44
GLM Repeated Measures Options......Page 46
GLM Command Additional Features......Page 47
4. Variance Components Analysis......Page 49
Build Terms......Page 52
Variance Components Options......Page 53
Sum of Squares (Variance Components)......Page 54
Variance Components Save to New File......Page 55
VARCOMP Command Additional Features......Page 56
5. Linear Mixed Models......Page 57
Linear Mixed Models Select Subjects/Repeated Variables......Page 59
Linear Mixed Models Fixed Effects......Page 61
Build Nested Terms......Page 62
Sum of Squares......Page 63
Linear Mixed Models Random Effects......Page 64
Linear Mixed Models Estimation......Page 66
Linear Mixed Models Statistics......Page 68
Linear Mixed Models EM Means......Page 69
Linear Mixed Models Save......Page 70
MIXED Command Additional Features......Page 71
6. Generalized Linear Models......Page 72
Generalized Linear Models Reference Category......Page 76
Generalized Linear Models Predictors......Page 77
Generalized Linear Models Options......Page 78
Generalized Linear Models Model......Page 79
Generalized Linear Models Estimation......Page 81
Generalized Linear Models Initial Values......Page 83
Generalized Linear Models Statistics......Page 85
Generalized Linear Models EM Means......Page 88
Generalized Linear Models Save......Page 90
Generalized Linear Models Export......Page 92
GENLIN Command Additional Features......Page 93
7. Generalized Estimating Equations......Page 94
Generalized Estimating Equations Response......Page 98
Generalized Estimating Equations Reference Category......Page 101
Generalized Estimating Equations Predictors......Page 102
Generalized Estimating Equations Options......Page 103
Generalized Estimating Equations Model......Page 104
Generalized Estimating Equations Estimation......Page 106
Generalized Estimating Equations Initial Values......Page 108
Generalized Estimating Equations Statistics......Page 110
Generalized Estimating Equations EM Means......Page 112
Generalized Estimating Equations Save......Page 115
Generalized Estimating Equations Export......Page 117
GENLIN Command Additional Features......Page 118
8. Model Selection Loglinear Analysis......Page 119
Loglinear Analysis Model......Page 121
Model Selection Loglinear Analysis Options......Page 122
HILOGLINEAR Command Additional Features......Page 123
9. General Loglinear Analysis......Page 124
Build Terms......Page 127
General Loglinear Analysis Options......Page 128
General Loglinear Analysis Save......Page 129
GENLOG Command Additional Features......Page 130
10. Logit Loglinear Analysis......Page 131
Logit Loglinear Analysis Model......Page 134
Logit Loglinear Analysis Options......Page 135
Logit Loglinear Analysis Save......Page 136
GENLOG Command Additional Features......Page 137
11. Life Tables......Page 138
Life Tables Define Range......Page 141
SURVIVAL Command Additional Features......Page 142
12. Kaplan-Meier Survival Analysis......Page 144
Kaplan-Meier Compare Factor Levels......Page 146
Kaplan-Meier Save New Variables......Page 147
Kaplan-Meier Options......Page 148
KM Command Additional Features......Page 149
13. Cox Regression Analysis......Page 150
Cox Regression Define Categorical Variables......Page 152
Cox Regression Plots......Page 153
Cox Regression Save New Variables......Page 154
Cox Regression Options......Page 155
COXREG Command Additional Features......Page 156
14. Computing Time-Dependent Covariates......Page 157
Computing a Time-Dependent Covariate......Page 158
Cox Regression with Time-Dependent Covariates Additional Features......Page 159
Deviation......Page 160
Simple......Page 161
Helmert......Page 162
Polynomial......Page 163
Repeated......Page 164
Special......Page 165
Indicator......Page 166
B. Covariance Structures......Page 167
Index......Page 172