Table 7.
Backward elimination: QSAR models.
| Model | Unstandardized coefficients | Sig. | Collinearity statistics | |||
|---|---|---|---|---|---|---|
| 1 | B | Std. error | Tolerance | VIF | ||
| (Constant) | 6.225 | 1.705 | 0.170 | |||
| ReZG3 | 0.003 | 0.602 | 0.001 | 981.421 | ||
| A | 0.022 | 0.050 | 0.735 | 0.000 | 7253.512 | |
| fifthNDe | 0.008 | 0.014 | 0.668 | 0.019 | 53.041 | |
| NH | 0.509 | 0.568 | 0.006 | 163.922 | ||
| NI | 0.118 | 0.873 | 0.000 | 4482.640 | ||
| 2 | (Constant) | 6.556 | 0.341 | 0.003 | ||
| ReZG3 | 0.002 | 0.431 | 0.001 | 970.311 | ||
| A | 0.013 | 0.017 | 0.520 | 0.001 | 1632.970 | |
| fifthNDe | 0.010 | 0.003 | 0.059 | 0.255 | 3.921 | |
| NH | 0.367 | 0.376 | 0.006 | 163.680 | ||
| 3 | (Constant) | 6.746 | 0.220 | 0.000 | ||
| ReZG3 | 0.000 | 0.000 | 0.020 | 0.440 | 2.273 | |
| fifthNDe | 0.009 | 0.002 | 0.022 | 0.342 | 2.924 | |
| NH | −0.133 | 0.047 | 0.046 | 0.323 | 3.098 |
The bolded values represent the significant model based on collinearity statistics.