Contents
1 Introduction to Advanced Statistics 1
2 GLM Multivariate Analysis 3
GLMMultivariateModel......................................... 6
BuildTerms............................................... 7
SumofSquares............................................ 7
GLMMultivariateContrasts ...................................... 9
ContrastTypes............................................. 9
GLMMultivariateProfilePlots ................................... 10
GLMMultivariatePostHocComparisons........................... 12
GLMSave................................................... 14
GLMMultivariateOptions....................................... 16
GLMCommandAdditionalFeatures ............................... 18
3 GLM Repeated Measures 19
GLMRepeatedMeasuresDefineFactors........................... 23
GLMRepeatedMeasuresModel ................................. 25
BuildTerms.............................................. 26
SumofSquares........................................... 26
GLMRepeatedMeasuresContrasts............................... 28
ContrastTypes............................................ 29
GLMRepeatedMeasuresProfilePlots............................. 30
GLMRepeatedMeasuresPostHocComparisons..................... 31
GLMRepeatedMeasuresSave................................... 34
GLMRepeatedMeasuresOptions ................................ 36
GLMCommandAdditionalFeatures ............................... 38
4 Variance Components Analysis 39
VarianceComponentsModel .................................... 42
BuildTerms.............................................. 43
VarianceComponentsOptions................................... 43
SumofSquares(VarianceComponents) ........................ 44
VarianceComponentsSavetoNewFile............................ 46
VARCOMPCommandAdditionalFeatures........................... 47
5 Linear Mixed Models 48
Linear Mixed Models Select Subjects/Repeated Variables . . . . . . . . . . . . . . 51
LinearMixedModelsFixedEffects................................ 53
BuildNon-NestedTerms.................................... 54
Build Nested Terms........................................ 54
SumofSquares........................................... 55
Linear Mixed ModelsRandomEffects.............................. 56
Linear Mixed ModelsEstimation.................................. 58
Linear Mixed ModelsStatistics................................... 60
Linear Mixed ModelsEMMeans ................................. 62
Linear Mixed ModelsSave...................................... 63
MIXED Command AdditionalFeatures.............................. 64
6 Generalized Linear Models 65
GeneralizedLinearModelsResponse.............................. 71
Generalized Linear Models Reference Category. . . . . . . . . . . . . . . . . . . 72
GeneralizedLinearModelsPredictors ............................. 74
GeneralizedLinearModelsOptions............................ 76
GeneralizedLinearModelsModel ................................ 77
GeneralizedLinearModelsEstimation ............................. 79
GeneralizedLinearModelsInitialValues........................ 81
GeneralizedLinearModelsStatistics.............................. 83
GeneralizedLinearModelsEMMeans............................. 86
GeneralizedLinearModelsSave.................................. 88
GeneralizedLinearModelsExport ................................ 91
GENLINCommandAdditionalFeatures............................. 93
7 Generalized Estimating Equations 94
Generalized Estimating Equations Type of Model . . . . . . . . . . . . . . . . . . . . . 98
GeneralizedEstimatingEquationsResponse........................ 103
Generalized Estimating Equations Reference Category . . . . . . . . . . . . 105
Generalized EstimatingEquationsPredictors ....................... 106
Generalized EstimatingEquationsOptions...................... 108
GeneralizedEstimatingEquationsModel .......................... 109
GeneralizedEstimatingEquationsEstimation ....................... 111
Generalized Estimating Equations Initial Values . . . . . . . . . . . . . . . . . . 113
GeneralizedEstimatingEquationsStatistics........................ 115
GeneralizedEstimatingEquationsEMMeans....................... 118
GeneralizedEstimatingEquationsSave............................ 121

Contents
1 Introduction to Advanced Statistics 1
2 GLM Multivariate Analysis 3
GLMMultivariateModel......................................... 6
BuildTerms............................................... 7
SumofSquares............................................ 7
GLMMultivariateContrasts ...................................... 9
ContrastTypes............................................. 9
GLMMultivariateProfilePlots ................................... 10
GLMMultivariatePostHocComparisons........................... 12
GLMSave................................................... 14
GLMMultivariateOptions....................................... 16
GLMCommandAdditionalFeatures ............................... 18
3 GLM Repeated Measures 19
GLMRepeatedMeasuresDefineFactors........................... 23
GLMRepeatedMeasuresModel ................................. 25
BuildTerms.............................................. 26
SumofSquares........................................... 26
GLMRepeatedMeasuresContrasts............................... 28
ContrastTypes............................................ 29
GLMRepeatedMeasuresProfilePlots............................. 30
GLMRepeatedMeasuresPostHocComparisons..................... 31
GLMRepeatedMeasuresSave................................... 34
GLMRepeatedMeasuresOptions ................................ 36
GLMCommandAdditionalFeatures ............................... 38
4 Variance Components Analysis 39
VarianceComponentsModel .................................... 42
BuildTerms.............................................. 43
VarianceComponentsOptions................................... 43
SumofSquares(VarianceComponents) ........................ 44
VarianceComponentsSavetoNewFile............................ 46
VARCOMPCommandAdditionalFeatures........................... 47
5 Linear Mixed Models 48
Linear Mixed Models Select Subjects/Repeated Variables . . . . . . . . . . . . . . 51
LinearMixedModelsFixedEffects................................ 53
BuildNon-NestedTerms.................................... 54
Build Nested Terms........................................ 54
SumofSquares........................................... 55
Linear Mixed ModelsRandomEffects.............................. 56
Linear Mixed ModelsEstimation.................................. 58
Linear Mixed ModelsStatistics................................... 60
Linear Mixed ModelsEMMeans ................................. 62
Linear Mixed ModelsSave...................................... 63
MIXED Command AdditionalFeatures.............................. 64
6 Generalized Linear Models 65
GeneralizedLinearModelsResponse.............................. 71
Generalized Linear Models Reference Category. . . . . . . . . . . . . . . . . . . 72
GeneralizedLinearModelsPredictors ............................. 74
GeneralizedLinearModelsOptions............................ 76
GeneralizedLinearModelsModel ................................ 77
GeneralizedLinearModelsEstimation ............................. 79
GeneralizedLinearModelsInitialValues........................ 81
GeneralizedLinearModelsStatistics.............................. 83
GeneralizedLinearModelsEMMeans............................. 86
GeneralizedLinearModelsSave.................................. 88
GeneralizedLinearModelsExport ................................ 91
GENLINCommandAdditionalFeatures............................. 93
7 Generalized Estimating Equations 94
Generalized Estimating Equations Type of Model . . . . . . . . . . . . . . . . . . . . . 98
GeneralizedEstimatingEquationsResponse........................ 103
Generalized Estimating Equations Reference Category . . . . . . . . . . . . 105
Generalized EstimatingEquationsPredictors ....................... 106
Generalized EstimatingEquationsOptions...................... 108
GeneralizedEstimatingEquationsModel .......................... 109
GeneralizedEstimatingEquationsEstimation ....................... 111
Generalized Estimating Equations Initial Values . . . . . . . . . . . . . . . . . . 113
GeneralizedEstimatingEquationsStatistics........................ 115
GeneralizedEstimatingEquationsEMMeans....................... 118
GeneralizedEstimatingEquationsSave............................ 121

GeneralizedEstimatingEquationsExport .......................... 123
GENLINCommandAdditionalFeatures............................ 125
8 Model Selection Loglinear Analysis 126
LoglinearAnalysisDefineRange................................. 128
LoglinearAnalysisModel...................................... 129
BuildTerms............................................. 130
ModelSelectionLoglinearAnalysisOptions........................ 130
HILOGLINEARCommandAdditionalFeatures....................... 131
9 General Loglinear Analysis 132
General LoglinearAnalysisModel ............................... 135
BuildTerms............................................. 135
GeneralLoglinearAnalysisOptions............................... 136
GeneralLoglinearAnalysisSave................................. 137
GENLOGCommandAdditionalFeatures ........................... 138
10 Logit Loglinear Analysis 139
LogitLoglinearAnalysisModel.................................. 142
BuildTerms............................................. 143
LogitLoglinearAnalysisOptions................................. 144
LogitLoglinearAnalysisSave................................... 145
GENLOGCommandAdditionalFeatures ........................... 146
11 Life Tables 147
LifeTablesDefineEventsforStatusVariables....................... 150
LifeTablesDefineRange....................................... 150
LifeTablesOptions........................................... 151
SURVIVALCommandAdditionalFeatures.......................... 152
12 Kaplan-Meier Survival Analysis 153
Kaplan-MeierDefineEventforStatusVariable...................... 155
Kaplan-MeierCompareFactorLevels............................. 156
Kaplan-MeierSaveNewVariables............................... 157
Kaplan-MeierOptions......................................... 158
KMCommandAdditionalFeatures ............................... 158
13 Cox Regression Analysis 160
CoxRegressionDefineCategoricalVariables....................... 162
CoxRegressionPlots......................................... 164
CoxRegressionSaveNewVariables.............................. 165
CoxRegressionOptions....................................... 166
CoxRegressionDefineEventforStatusVariable..................... 167
COXREGCommandAdditionalFeatures ........................... 167

14 Computing Time-Dependent Covariates 168
ComputingaTime-DependentCovariate........................... 169
Cox Regression with Time-Dependent Covariates Additional Features . 170
Appendices
A Categorical Variable Coding Schemes 171
Deviation.................................................. 171
Simple.................................................... 172
Helmert ................................................... 173
Difference ................................................. 173
Polynomial................................................. 174
Repeated.................................................. 175
Special.................................................... 176
Indicator................................................... 177
B Covariance Structures 178
Index 183

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穷人挣点小钱过日子，呵呵...

好东东不顶不行啊