Source | DF | Sum of square | Mean square | F-value | P-value |
---|---|---|---|---|---|
Intercept | 20 | 13.3828 | 0.66914 | 16.36 | 0.022 |
X1 | 1 | 7.3041 | 7.30407 | 178.54 | 0.001 |
X2 | 1 | 0.7073 | 0.70727 | 17.29 | 0.025 |
X3 | 1 | 0.8664 | 0.086640 | 21.18 | 0.019 |
X4 | 1 | 0.4483 | 0.44827 | 10.96 | 0.045 |
X5 | 1 | 0.3553 | 0.355327 | 8.68 | 0.060 |
X6 | 1 | 0.0081 | 0.00807 | 0.20 | 0.687 |
X7 | 1 | 0.0363 | 0.83627 | 20.44 | 0.020 |
X8 | 1 | 0.0028 | 0.00262 | 0.07 | 0.810 |
X9 | 1 | 0.1411 | 0.1417 | 3.45 | 0.160 |
X10 | 1 | 1.4308 | 1.43082 | 43.9 | 0.01 |
X11 | 1 | 0.0150 | 0.01500 | 0.73 | 0.558 |
X12 | 1 | 0.0368 | 0.03682 | 0.90 | 0.413 |
X13 | 1 | 0.0384 | 0.03840 | 0.94 | 0.404 |
X14 | 1 | 0.1067 | 0.10667 | 2.61 | 0.205 |
X15 | 1 | 0.0840 | 0.08402 | 2.05 | 0.247 |
X16 | 1 | 0.3504 | 0.35042 | 8.57 | 0.061 |
X17 | 1 | 0.6080 | 0.60802 | 14.86 | 0.031 |
X18 | 1 | 0.0013 | 0.00135 | 0.03 | 0.867 |
X19 | 1 | 0.0001 | 0.00015 | 0.00 | 0.956 |
Regression statistics | |||||
---|---|---|---|---|---|
R square (%) | Adjusted R square (%) | Predicted R square (%) | |||
99.09 | 93.03 | 41.84 |