| Notes | ||
| Output Created | 05-Jan-2008 12:42:00 | |
| Comments | ||
| Input | Data | C:\Program Files\SPSSInc\SPSS16\Samples\1991 U.S. General Social Survey.sav |
| Active Dataset | DataSet1 | |
| Filter | <none> | |
| Weight | <none> | |
| Split File | <none> | |
| N of Rows in Working Data File | 1517 | |
| Missing Value Handling | Definition of Missing | User-defined missing values are treated as missing. |
| Cases Used | Statistics are based on all cases with valid data for all variables in the model. | |
| Syntax | PLUM happy BY sex race WITH age /CRITERIA=CIN(95) DELTA(0) LCONVERGE(0) MXITER(100) MXSTEP(5) PCONVERGE(1.0E-6) SINGULAR(1.0E-8) /LINK=LOGIT /LOCATION=sex race age race*sex /PRINT=CELLINFO CORB FIT PARAMETER SUMMARY TPARALLEL. | |
| Resources | Processor Time | 00:00:00.130 |
| Elapsed Time | 00:00:00.129 | |
| Warnings |
| There are 286 (35.6%) cells (i.e., dependent variable levels by combinations of predictor variable values) with zero frequencies. |
| Case Processing Summary | |||
| N | Marginal Percentage | ||
| General Happiness | Very Happy | 467 | 31.1% |
| Pretty Happy | 871 | 58.0% | |
| Not Too Happy | 164 | 10.9% | |
| Respondent's Sex | Male | 633 | 42.1% |
| Female | 869 | 57.9% | |
| Race of Respondent | White | 1255 | 83.6% |
| Black | 200 | 13.3% | |
| Other | 47 | 3.1% | |
| Valid | 1502 | 100.0% | |
| Missing | 15 | ||
| Total | 1517 | ||
| Model Fitting Information | ||||
| Model | -2 Log Likelihood | Chi-Square | df | Sig. |
| Intercept Only | 1138.832 | |||
| Final | 1113.181 | 25.651 | 6 | .000 |
| Link function: Logit. | ||||
| Goodness-of-Fit | |||
| Chi-Square | df | Sig. | |
| Pearson | 543.764 | 528 | .308 |
| Deviance | 574.240 | 528 | .080 |
| Link function: Logit. | |||
| Pseudo R-Square | |
| Cox and Snell | .017 |
| Nagelkerke | .020 |
| McFadden | .009 |
| Link function: Logit. | |
| Parameter Estimates | ||||||||
| Estimate | Std. Error | Wald | df | Sig. | 95% Confidence Interval | |||
| Lower Bound | Upper Bound | |||||||
| Threshold | [happy = 1] | -1.764 | .408 | 18.721 | 1 | .000 | -2.563 | -.965 |
| [happy = 2] | 1.173 | .406 | 8.365 | 1 | .004 | .378 | 1.969 | |
| Location | [sex=1] | -.816 | .587 | 1.929 | 1 | .165 | -1.967 | .335 |
| [sex=2] | 0a | . | . | 0 | . | . | . | |
| [race=1] | -.793 | .395 | 4.033 | 1 | .045 | -1.567 | -.019 | |
| [race=2] | -.142 | .425 | .111 | 1 | .739 | -.975 | .691 | |
| [race=3] | 0a | . | . | 0 | . | . | . | |
| age | -.004 | .003 | 2.080 | 1 | .149 | -.010 | .001 | |
| [sex=1] * [race=1] | .657 | .598 | 1.208 | 1 | .272 | -.515 | 1.829 | |
| [sex=1] * [race=2] | .548 | .658 | .695 | 1 | .404 | -.741 | 1.838 | |
| [sex=1] * [race=3] | 0a | . | . | 0 | . | . | . | |
| [sex=2] * [race=1] | 0a | . | . | 0 | . | . | . | |
| [sex=2] * [race=2] | 0a | . | . | 0 | . | . | . | |
| [sex=2] * [race=3] | 0a | . | . | 0 | . | . | . | |
| Link function: Logit. | ||||||||
| a. This parameter is set to zero because it is redundant. | ||||||||
| Asymptotic Correlation Matrix | |||||||||||||||
| Threshold | Location | ||||||||||||||
| [happy = 1] | [happy = 2] | [sex=1] | [sex=2] | [race=1] | [race=2] | [race=3] | age | [sex=1] * [race=1] | [sex=1] * [race=2] | [sex=1] * [race=3] | [sex=2] * [race=1] | [sex=2] * [race=2] | [sex=2] * [race=3] | ||
| Threshold | [happy = 1] | 1.000 | .975 | .632 | .a | .923 | .860 | .a | .293 | -.615 | -.563 | .a | .a | .a | .a |
| [happy = 2] | .975 | 1.000 | .625 | .a | .912 | .862 | .a | .286 | -.610 | -.560 | .a | .a | .a | .a | |
| Location | [sex=1] | .632 | .625 | 1.000 | .a | .647 | .599 | .a | .007 | -.982 | -.892 | .a | .a | .a | .a |
| [sex=2] | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | |
| [race=1] | .923 | .912 | .647 | .a | 1.000 | .892 | .a | -.047 | -.659 | -.577 | .a | .a | .a | .a | |
| [race=2] | .860 | .862 | .599 | .a | .892 | 1.000 | .a | -.013 | -.589 | -.646 | .a | .a | .a | .a | |
| [race=3] | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | |
| age | .293 | .286 | .007 | .a | -.047 | -.013 | .a | 1.000 | .010 | -.009 | .a | .a | .a | .a | |
| [sex=1] * [race=1] | -.615 | -.610 | -.982 | .a | -.659 | -.589 | .a | .010 | 1.000 | .876 | .a | .a | .a | .a | |
| [sex=1] * [race=2] | -.563 | -.560 | -.892 | .a | -.577 | -.646 | .a | -.009 | .876 | 1.000 | .a | .a | .a | .a | |
| [sex=1] * [race=3] | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | |
| [sex=2] * [race=1] | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | |
| [sex=2] * [race=2] | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | |
| [sex=2] * [race=3] | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | .a | |
| Link function: Logit. | |||||||||||||||
| a. One or both parameter estimates are redundant. | |||||||||||||||