Table 2.
Terms | Coefficient estimate | Sum of squares | DF | Mean square | F value | p value | t-value |
---|---|---|---|---|---|---|---|
X1 | 0.6294 | 7.13 | 1 | 7.13 | 16.59 | 0.0010 | 4.073 |
X2 | − 0.3517 | 2.23 | 1 | 2.23 | 5.18 | 0.0380 | − 2.276 |
X3 | 1.08 | 20.82 | 1 | 20.82 | 48.44 | < 0.0001 | 6.960 |
X4 | 0.6206 | 6.93 | 1 | 6.93 | 16.12 | 0.0011 | 4.015 |
X21 | − 1.11 | 3.18 | 1 | 3.18 | 7.39 | 0.0158 | − 2.719 |
X22 | − 0.6176 | 0.9884 | 1 | 0.9884 | 2.30 | 0.1502 | − 1.516 |
X23 | − 1.10 | 3.15 | 1 | 3.15 | 7.33 | 0.0162 | − 2.707 |
X24 | − 1.03 | 2.74 | 1 | 2.74 | 6.36 | 0.0234 | − 2.523 |
X1X2 | − 0.5125 | 4.20 | 1 | 4.20 | 9.78 | 0.0069 | − 3.127 |
X1X3 | 0.5638 | 5.09 | 1 | 5.09 | 11.83 | 0.0037 | 3.439 |
X1X4 | − 0.3575 | 2.04 | 1 | 2.04 | 4.76 | 0.0455 | − 2.181 |
X2X3 | 0.0400 | 0.0256 | 1 | 0.0256 | 0.0596 | 0.8105 | 0.244 |
X2X4 | − 0.1287 | 0.2652 | 1 | 0.2652 | 0.6170 | 0.4444 | − 0.785 |
X3X4 | − 0.2100 | 0.7056 | 1 | 0.7056 | 1.64 | 0.2196 | − 1.281 |