IBM Water System SPSS COMPLEX SAMPLES 19 Manual de usuario Pagina 200
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Chapter
20
Complex Samples Logistic Regression
The Complex Samples Logistic Regression procedure performs logistic regression analysis on
a binary or multinomial dependent variable for samples drawn by complex sampling methods.
Optionally, you can request analyses for a subpopulation.
Using Complex Samples Logistic Regression to Assess Credit Risk
If you are a loan officer at a bank, you want to be able to identify characteristics that are indicative
of people who are likely to d efault on loans and then use those characteristics to identify good
and bad credit risks.
Suppose that a loan officer has collected past records of customers given loans at
several different branches, according to a complex design. This information is contained in
bankloan_cs.sav. For more information, see the topic Sample Files in Appendix A in IBM SPSS
Complex Samples 19. The officer wants to see if the probability with which a customer defaults is
related to age, employment history, and amount of credit debt, incorporating the sampling design.
Running the Analysis
E To create the logistic regression model, from the menus choose:
Analyze > Complex Samples > Logistic Regression...
© Copyright SPSS Inc. 1989, 2010
186
- IBM SPSS Complex Samples 19 1
- Technical support 3
- Customer Service 3
- Training Seminars 3
- Additional Publications 4
- Contents 5
- Part II: Examples 8
- 17 Complex Sample 9
- 18 Complex Samples Ratios 171 10
- Appendices 12
- A Sample Files 258 12
- B Notices 267 12
- Bibliography 269 12
- Index 271 12
- User’s Guide 13
- Procedures 15
- Plan Files 16
- Further Readings 17
- Creating a New Sample Plan 18
- Chapter 2 20
- Figure 2-2 20
- Sampling Wizard: Sample Size 24
- Define Unequal Sizes 25
- Figure 2-6 26
- Sampling Wizard: Plan Summary 27
- Figure 2-8 28
- Figure 2-9 29
- Sampling Wizard: Finish 30
- Analysis 33
- Creating a New Analysis Plan 34
- Chapter 3 36
- Figure 3-3 36
- Complex Samples Plan 42
- Complex Samples Options 46
- Chapter 7 52
- Figure 7-1 52
- Crosstabs d ialog box 52
- E Click Continue 59
- Select a dependent variable 60
- Optionally, you can: 60
- Figure 9-2 61
- Model dialog box 61
- Non-Nested Terms 70
- Chapter 10 74
- Figure 10-6 74
- CUSTOM subcommand) 77
- ODDSRATIOS subcommand) 77
- CRITERIA subcommand) 77
- SAVE subcommand) 77
- PRINT subcommand) 77
- Figure 11-7 85
- Define Event 91
- Predictors 92
- Subgroups 94
- Figure 12-6 95
- Statistics 96
- Hypothesis Te sts 99
- Chapter 12 102
- Figure 12-11 102
- Part II: 106
- Examples 106
- Using the Wizard 107
- Click Next 108
- Select Yes,addstage2now 111
- Chapter 13 114
- Figure 13-7 114
- 241972 as the value 115
- Click Finish 116
- Plan Summary 117
- Sampling Summary 117
- Sample Results 118
- Select Yes,addstage3now 126
- Figure 13-23 129
- first two stages of that plan 131
- file that you c reated 133
- 4231946 as the value 135
- SELECTION with CPS in 136
- Figure 13-39 145
- Figure 13-45 150
- Stage summary 150
- Related Procedures 153
- Complex Samples Analysis 154
- Preparation Wizard 154
- Preparing 157
- Related P 168
- Complex Samples Frequencies 169
- Click Continue 170
- Frequency Table 172
- Frequency by Subpopulation 172
- Complex Samples Descriptives 174
- Univariate Statistics 177
- Complex Samples Crosstabs 179
- Click Statis tics 181
- Crosstabulation 182
- Risk Estimate 183
- Complex Samples Ratios 185
- 1.3 as the test value 187
- Pivoted Ratios Table 188
- Running the Analysis 190
- Click Model 192
- Model Summary 195
- Tests of Model Effects 195
- Parameter Estimates 196
- Estimated Marginal Means 197
- Pseudo R-Squares 204
- Classification 205
- Odds Ratios 207
- Generalized Cumulative Model 218
- Figure 21-14 219
- Click Options 220
- Warnings 221
- Comparing Models 222
- Preparing the Data 224
- TE.DMY(30,6,2006) 225
- Select Days as the unit 229
- Click Define Event 232
- Click the Predictors tab 233
- Click the Statistics tab 234
- Sample Design Information 235
- Test of Proportional Hazards 236
- Click New 237
- Select t_age as a covariate 238
- Click OK 242
- Type 6 asthenumberofgroups 244
- 1 as the numeric expression 257
- Click the Plots tab 266
- Click the Options tab 267
- Pattern Values 270
- Log-Minus-Log Plot 271
- Sample Files 272
- Appendix 281
- Trademarks 282
- Bibliography 283
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