SPSS Advanced 15.0 Manual

SPSS Advanced Models™ 15.0......Page 1
Table of Contents......Page 5
1. Introduction to SPSS Advanced Models......Page 11
2. GLM Multivariate Analysis......Page 12
GLM Multivariate Model......Page 14
Sum of Squares......Page 15
GLM Multivariate Contrasts......Page 16
GLM Multivariate Profile Plots......Page 17
GLM Multivariate Post Hoc Comparisons......Page 18
GLM Save......Page 20
GLM Multivariate Options......Page 21
GLM Command Additional Features......Page 22
3. GLM Repeated Measures......Page 24
GLM Repeated Measures Define Factors......Page 27
Build Terms......Page 28
Sum of Squares......Page 29
Contrast Types......Page 30
GLM Repeated Measures Profile Plots......Page 31
GLM Repeated Measures Post Hoc Comparisons......Page 32
GLM Repeated Measures Save......Page 34
GLM Repeated Measures Options......Page 35
GLM Command Additional Features......Page 36
4. Variance Components Analysis......Page 38
Build Terms......Page 40
Variance Components Options......Page 41
Sum of Squares (Variance Components)......Page 42
VARCOMP Command Additional Features......Page 43
5. Linear Mixed Models......Page 44
Linear Mixed Models Select Subjects/Repeated Variables......Page 46
Build Non-Nested Terms......Page 48
Sum of Squares......Page 49
Linear Mixed Models Random Effects......Page 50
Linear Mixed Models Estimation......Page 52
Linear Mixed Models Statistics......Page 53
Linear Mixed Models EM Means......Page 54
MIXED Command Additional Features......Page 55
6. Generalized Linear Models......Page 57
Generalized Linear Models Reference Category......Page 60
Generalized Linear Models Predictors......Page 61
Generalized Linear Models Options......Page 62
Generalized Linear Models Model......Page 63
Generalized Linear Models Estimation......Page 64
Generalized Linear Models Initial Values......Page 66
Generalized Linear Models Statistics......Page 67
Generalized Linear Models EM Means......Page 69
Generalized Linear Models Save......Page 71
Generalized Linear Models Export......Page 72
GENLIN Command Additional Features......Page 73
7. Generalized Estimating Equations......Page 74
Generalized Estimating Equations Response......Page 77
Generalized Estimating Equations Reference Category......Page 79
Generalized Estimating Equations Predictors......Page 80
Generalized Estimating Equations Options......Page 81
Generalized Estimating Equations Model......Page 82
Generalized Estimating Equations Estimation......Page 83
Generalized Estimating Equations Initial Values......Page 85
Generalized Estimating Equations Statistics......Page 86
Generalized Estimating Equations EM Means......Page 88
Generalized Estimating Equations Save......Page 90
GENLIN Command Additional Features......Page 91
8. Model Selection Loglinear Analysis......Page 93
Loglinear Analysis Define Range......Page 94
Build Terms......Page 95
HILOGLINEAR Command Additional Features......Page 96
9. General Loglinear Analysis......Page 97
Build Terms......Page 99
General Loglinear Analysis Save......Page 100
GENLOG Command Additional Features......Page 101
10. Logit Loglinear Analysis......Page 102
Build Terms......Page 104
Logit Loglinear Analysis Options......Page 105
GENLOG Command Additional Features......Page 106
11. Life Tables......Page 107
Life Tables Options......Page 109
SURVIVAL Command Additional Features......Page 110
12. Kaplan-Meier Survival Analysis......Page 111
Kaplan-Meier Define Event for Status Variable......Page 112
Kaplan-Meier Save New Variables......Page 113
Kaplan-Meier Options......Page 114
KM Command Additional Features......Page 115
13. Cox Regression Analysis......Page 116
Cox Regression Define Categorical Variables......Page 117
Cox Regression Plots......Page 118
Cox Regression Save New Variables......Page 119
COXREG Command Additional Features......Page 120
14. Computing Time-Dependent Covariates......Page 122
Cox Regression with Time-Dependent Covariates Additional Features......Page 123
Deviation......Page 124
Helmert......Page 125
Polynomial......Page 126
Repeated......Page 127
Special......Page 128
Indicator......Page 129
B. Covariance Structures......Page 130
Index......Page 134