Table 3.
Model Fit Statistics (R-Squared, AIC, and BIC) and Mean-Squared Prediction Error From 10-Fold Cross-Validation for the Regression Models Presented in Table 2
SEP predictor variable | R 2,*100 | AIC/BIC | MSE |
---|---|---|---|
Tenure | 7.600 | 104 846.5/104 933.8 | 0.13614 |
Employment | 4.278 | 108 614.9/108 702.2 | 0.14119 |
Income | 5.211 | 107 560.0/107 666.7 | 0.13994 |
Education | 6.533 | 106 062.9/106 179.3 | 0.13776 |
Car ownership | 3.578 | 109 409.5/109 496.8 | 0.14248 |
Social grade | 7.270 | 105 226.3/105 342.7 | 0.13655 |
Composite | 8.517 | 103 808.3/103 893.6 | 0.13455 |
MSE = mean-square deviation; SEP = socioeconomic position.