| Fixed | Uncorrelated | Correlated | |||
---|---|---|---|---|---|---|
Change | p value | Change | p value | Change | p value | |
Income | ||||||
 1 | 8.179 | 0.004 | 2.113 | 0 | 8.582 | 0.005 |
 SD | 22.48 | 0.004 | 5.808 | 0 | 23.588 | 0.005 |
 Marginal | 8.179 | 0.004 | 2.113 | 0 | 8.582 | 0.005 |
 Delta(5) | 40.895 | 0.004 | 10.567 | 0 | 42.912 | 0.005 |
 5% to 95% | 58.34 | 0.004 | 15.074 | 0 | 59.335 | 0.005 |
Price | ||||||
 1 | − 1.937 | 0 | − 1.935 | 0 | − 1.756 | 0 |
 SD | − 14.806 | 0 | − 14.79 | 0 | − 13.423 | 0 |
 Marginal | − 1.937 | 0 | − 1.935 | 0 | − 1.756 | 0 |
 Delta(5) | − 9.687 | 0 | − 9.676 | 0 | − 8.782 | 0 |
 5% to 95% | − 45.529 | 0 | − 45.478 | 0 | − 41.276 | 0 |
Education | ||||||
 1 | 0.043 | 0.032 | 0.055 | 0.041 | 0.082 | 0.02 |
 SD | 0.711 | 0.032 | 0.903 | 0.041 | 1.348 | 0.02 |
 Marginal | 0.043 | 0.032 | 0.055 | 0.041 | 0.082 | 0.02 |
 Delta(5) | 0.217 | 0.032 | 0.276 | 0.041 | 0.412 | 0.02 |
 5% to 95% | 1.862 | 0.032 | 2.365 | 0.041 | 3.529 | 0.02 |
Quality | ||||||
 1 | 5.464 | 0.001 | 5.499 | 0.001 | 5.426 | 0.001 |
 SD | 12.966 | 0.001 | 13.048 | 0.001 | 12.876 | 0.001 |
 Marginal | 5.464 | 0.001 | 5.499 | 0.001 | 5.426 | 0.001 |
 Delta(5) | 27.321 | 0.001 | 27.494 | 0.001 | 27.131 | 0.001 |
 5% to 95% | 31.094 | 0.001 | 31.29 | 0.001 | 30.877 | 0.001 |
Quantity | ||||||
 1 | 2.936 | 0.027 | 2.903 | 0.031 | 2.715 | 0.033 |
 SD | 5.09 | 0.027 | 5.032 | 0.031 | 4.708 | 0.033 |
 Marginal | 2.936 | 0.027 | 2.903 | 0.031 | 2.715 | 0.033 |
 Delta(5) | 14.68 | 0.027 | 14.513 | 0.031 | 13.576 | 0.033 |
 5% to 95% | 12.81 | 0.027 | 12.664 | 0.031 | 11.846 | 0.033 |
Average prediction | 52.046 | Â | 47.338 | Â | 60.847 | Â |