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SPSS COMPLEX SAMPLES 19
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Complex Samples Cox Regression
Figure 22-39
Analysis PreparationW iz
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Contents
Main
Page
Preface
About SPSS Inc., an IBM Company
Technicalsupport
Customer Service
TrainingSeminars
Additional Publications
Contents
Part I: Users Guide 1 Introduction to Complex Samples Procedures 1
2 Sampling from a Complex Design 4
3 Preparing a Complex Sample for Analysis 19
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9 Complex Samples General Linear Model 45
10 Complex Samples Logistic Regression 54
11 Complex Samples Ordinal Regression 64
12 Complex Samples Cox Regression 74
Part II: Examples 13 Complex Samples Sampling Wizard 93
14 Complex Samples Analysis Preparation Wizard 140
15 Complex Samples Frequencies 155
16 Complex Samples Descriptives 160
17 Complex Samples Crosstabs 165
18 Complex Samples Ratios 171
19 Complex Samples General Linear Model 176
20 Complex Samples Logistic Regression 186
21 Complex Samples Ordinal Regression 195
22 Complex Samples Cox Regression 210
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Introduction to Complex Samples Procedures
Properties of Complex Samples
Usage of Complex Samples Procedures
Plan Files
Further Readings
Sampling from a Complex Design
Creating a New Sample Plan
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Sampling Wizard: Design Variables
TreeControls for Navigating the Sampling Wizard
Sampling Wizard: Sampling Method
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Sampling Wizard: Sample Size
Define Unequal Sizes
Sampling Wizard: Output Variables
Sampling Wizard: Plan Summary
Sampling Wizard: Draw Sample Selection Options
Sampling Wizard: Draw Sample Output Files
Sampling Wizard: Finish
Modifying an Existing Sample Plan
Sampling Wizard: Plan Summary
Running an Existing Sample Plan
CSPLAN and CSSELECT Commands Additional Features
Preparing a Complex Sample for Analysis
Creating a New Analysis Plan
Analysis Preparation Wizard: Design Variables
TreeControls for Navigating the Analysis Wizard
Analysis Preparation Wizard: Estimation Method
Analysis Preparation Wizard: Size
Define Unequal Sizes
Analysis Preparation Wizard: Plan Summary
Analysis Preparation Wizard: Finish
Modifying an Existing Analysis Plan
Analysis Preparation Wizard: Plan Summary
Complex Samples Plan
Complex Samples Frequencies
Complex Samples Frequencies Statistics
Complex Samples Missing Values
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Complex Samples Descriptives
Complex Samples Descriptives Statistics
Complex Samples Descriptives Missing Values
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Complex Samples Crosstabs
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Complex Samples Crosstabs Statistics
Complex Samples Missing Values
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Complex Samples Ratios
Complex Samples Ratios Statistics
Complex Samples Ratios Missing Values
Complex Samples Options
Complex Samples General Linear Model
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Complex Samples General Linear Model Statistics
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Complex Samples General Linear Model Estimated Means
Complex Samples General Linear Model Save
Complex Samples General Linear Model Options
CSGLM Command Additional Features
Complex Samples Logistic Regression
Complex Samples Logistic Regression Reference Category
Complex Samples Logistic Regression Model
Complex Samples Logistic Regression Statistics
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Complex Samples Logistic Regression Odds Ratios
Complex Samples Logistic Regression Save
Complex Samples Logistic Regression Options
CSLOGISTIC Command Additional Features
Complex Samples Ordinal Regression
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Complex Samples Ordinal Regression Response Probabilities
Complex Samples Ordinal Regression Model
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Complex Samples Ordinal Regression Statistics
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Complex Samples Ordinal Regression Odds Ratios
Complex Samples Ordinal Regression Save
Complex Samples Ordinal Regression Options
CSORDINAL Command Additional Features
Complex Samples Cox Regression
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Define Event
Predictors
Define Time-Dependent Predictor
Subgroups
Model
Statistics
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Plots
Hypothesis Tests
Save
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Export
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Options
CSCOXREG Command Additional Features
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Complex Samples Sampling Wizard
Obtaining a Sample from a Full Sampling Frame
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Obtaining a Sample from a Partial Sampling Frame
Using the Wizard to Sample from the First Partial Frame
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Using the Wizard to Sample from the Second Partial Frame
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Sampling with Probability Proportional to Size (PPS)
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Plan Summary
SamplingSummary
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Complex Samples Analysis Preparation Wizard
Using the Complex Samples Analysis Preparation Wizard to Ready NHIS Public Data
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Preparing for Analysis When Sampling Weights Are Not in the Data File
Computing Inclusion Probabilities and Sampling Weights
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Complex Samples Frequencies
Using Complex Samples Frequencies to Analyze Nutritional Supplement Usage
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Frequency Table
Frequency by Subpopulation
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Complex Samples Descriptives
Using Complex Samples Descriptives to Analyze Activity Levels
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Univariate Statistics
Univariate Statistics by Subpopulation
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Complex Samples Crosstabs
Using Complex Samples Crosstabs to Measure the Relative Risk of an Event
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Crosstabulation
Risk Estimate
Odds Ratio versus Relative Risk
Risk Estimate by Subpopulation
Complex Samples Ratios
Using Complex Samples Ratios to Aid Property Value Assessment
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Ratios
Pivoting the Ratios Table
Pivoted Ratios Table
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Complex Samples General Linear Model
Using Complex Samples General Linear Model to Fit a Two-Factor ANOVA
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Model Summary
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Estimated Marginal Means
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Complex Samples Logistic Regression
Using Complex Samples Logistic Regression to Assess Credit Risk
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Pseudo R-Squares
Classification
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Odds Ratios
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Complex Samples Ordinal Regression
Using Complex Samples Ordinal Regression to Analyze Survey Results
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Pseudo R-Squares
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Classification
Odds Ratios
Generalized Cumulative Model
Dropping Non-Significant Predictors
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Warnings
Comparing Models
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Complex Samples Cox Regression
Using a Time-DependentPredictor in Complex Samples Cox Regression
Preparing the Data
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Sample Design Information
Testof Proportional Hazards
Adding a Time-Dependent Predictor
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Testsof Model Effects
Parameter Estimates
Multiple Cases per Subject in Complex Samples Cox Regression
Preparing the Data for Analysis
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Creating a Simple Random Sampling Analysis Plan
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Sample Design Information
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Pattern Values
Log-Minus-Log Plot
Appendix
A
Sample Files
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Appendix
B
Notices
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Bibliography
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Index
