Table 3.
Regression results for FRAP and TPC (coded quadratic models): combined coefficient table.
| Response | Term | Coef | SE Coef | t | P-value | VIF |
|---|---|---|---|---|---|---|
| FRAP | Constant | 10.8633 | 0.0727 | 149.40 | 0.000 | |
| X1 | −0.2169 | 0.0912 | −2.38 | 0.039 | 1.00 | |
| X 2 | −1.5660 | 0.0912 | −17.18 | 0.000 | 1.00 | |
| X3 | −0.5595 | 0.0912 | −6.14 | 0.000 | 1.00 | |
| X12 | 1.4590 | 0.1450 | 10.03 | 0.000 | 1.08 | |
| X 2 2 | −0.9830 | 0.1450 | −6.76 | 0.000 | 1.08 | |
| X32 | −1.3040 | 0.1450 | −8.97 | 0.000 | 1.08 | |
| X1 × X2 | −1.2310 | 0.2580 | −4.77 | 0.001 | 1.00 | |
| X1 × X3 | 1.2560 | 0.2580 | 4.87 | 0.001 | 1.00 | |
| X2 × X3 | 0.3490 | 0.2580 | 1.35 | 0.205 | 1.00 | |
| TPC | Constant | 139.6680 | 0.6440 | 216.99 | 0.000 | |
| X1 | −0.9450 | 0.8070 | −1.17 | 0.269 | 1.00 | |
| X 2 | −14.6460 | 0.8070 | −18.15 | 0.000 | 1.00 | |
| X3 | −8.0260 | 0.8070 | −9.95 | 0.000 | 1.00 | |
| X12 | −5.1100 | 1.2900 | −3.97 | 0.003 | 1.08 | |
| X 2 2 | −30.0300 | 1.2900 | −23.33 | 0.000 | 1.08 | |
| X32 | −34.7300 | 1.2900 | −26.98 | 0.000 | 1.08 | |
| X1 × X2 | −16.1900 | 2.2800 | −7.09 | 0.000 | 1.00 | |
| X1 × X3 | 45.6100 | 2.2800 | 19.99 | 0.000 | 1.00 | |
| X2 × X3 | 7.5000 | 2.2800 | 3.28 | 0.008 | 1.00 |
Coef, regression coefficient (coded units); t, t-statistic; SE, standard error; VIF, variance inflation factor.
Terms: X1, X2, X3 represent coded factors; X?2 indicates quadratic terms; X? × X? indicates interaction terms.