Source | DF | Seq SS | Adj SS | Adj MS | F value | p value |
---|---|---|---|---|---|---|
Regression | 14 | 3685.87 | 3685.87 | 263.28 | 77.1 | 0 |
Linear | 4 | 778.17 | 778.17 | 194.54 | 56.97 | 0 |
X1 | 1 | 587.02 | 587.02 | 587.02 | 171.9 | 0 |
X2 | 1 | 120.4 | 120.4 | 120.4 | 35.26 | 0 |
X3 | 1 | 65.19 | 65.19 | 65.19 | 19.09 | 0.001 |
X4 | 1 | 5.56 | 5.56 | 5.56 | 1.63 | 0.223 |
Square | 4 | 2179.18 | 2179.18 | 544.79 | 159.54 | 0 |
X1Â *Â X1 | 1 | 158.66 | 0.58 | 0.58 | 0.17 | 0.685 |
X2Â *Â X2 | 1 | 1106.41 | 1532.83 | 1532.83 | 448.87 | 0 |
X3Â *Â X3 | 1 | 698.9 | 825.68 | 825.68 | 241.79 | 0 |
X4Â *Â X4 | 1 | 215.2 | 215.2 | 215.2 | 63.02 | 0 |
Interaction | 6 | 728.52 | 728.52 | 121.42 | 35.56 | 0 |
X1Â *Â X2 | 1 | 12.53 | 12.53 | 12.53 | 3.67 | 0.076 |
X1Â *Â X3 | 1 | 350.25 | 350.25 | 350.25 | 102.57 | 0 |
X1Â *Â X4 | 1 | 359.1 | 359.1 | 359.1 | 105.16 | 0 |
X2Â *Â X3 | 1 | 0.02 | 0.02 | 0.02 | 0.01 | 0.936 |
X2Â *Â X4 | 1 | 3.22 | 3.22 | 3.22 | 0.94 | 0.348 |
X3Â *Â X4 | 1 | 3.39 | 3.39 | 3.39 | 0.99 | 0.336 |
Residual error | 14 | 47.81 | 47.81 | 3.41 | Â | Â |
Lack-of-fit | 10 | 33.28 | 33.28 | 3.33 | 0.92 | 0.588 |
Pure error | 4 | 14.53 | 14.53 | 3.63 | Â | Â |
Total | 28 | 3733.67 | Â | Â | Â | Â |