SPSS Advanced 15.0 Manual

SPSS Advanced ModelsTM 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