Source | Sum of square | Degree of freedom | Mean square | F-value | p-value b | Â |
---|---|---|---|---|---|---|
Modela | 30,567.71 | 13 | 2351.36 | 302.94 |  < 0.0001 |  |
X1 | 591.56 | 1 | 591.56 | 76.22 |  < 0.0001 |  |
X2 | 5962.07 | 1 | 5962.07 | 768.14 |  < 0.0001 |  |
X3 | 2884.03 | 1 | 2884.03 | 371.57 |  < 0.0001 |  |
X4 | 3828.79 | 1 | 3828.79 | 493.29 |  < 0.0001 |  |
X1 X2 | 835.21 | 1 | 835.21 | 107.61 |  < 0.0001 |  |
X1 X3 | 1451.61 | 1 | 1451.61 | 187.02 |  < 0.0001 |  |
X1 X4 | 430.56 | 1 | 430.56 | 55.47 |  < 0.0001 |  |
X2 X4 | 115.56 | 1 | 115.56 | 14.89 | 0.0014 | Â |
X3 X4 | 637.56 | 1 | 637.56 | 82.14 |  < 0.0001 |  |
X12 | 615.60 | 1 | 615.60 | 79.31 |  < 0.0001 |  |
X22 | 6685.72 | 1 | 6685.72 | 861.37 |  < 0.0001 |  |
X32 | 5366.40 | 1 | 5366.40 | 691.39 |  < 0.0001 |  |
X42 | 7433.52 | 1 | 7433.52 | 957.72 |  < 0.0001 |  |
Credibility analysis of the regression equations | ||||||
---|---|---|---|---|---|---|
Standard deviation | Mean | Coefficient of variation | R2 | Adjust R2 | Predicted R2 | Adequacy precision |
2.79 | 120.81 | 2.31 | 0.996 | 0.9927 | 0.9819 | 57.161 |