Source of variation Sum of squares d.f. Mean square F-ratio F-tab
X1 0.21333333 1 0.2133333 22.15 F1,18=1.14
X2 0.00240833 1 0.0024083 0.25
X12 0.41423037 1 0.41423037 21.15
X22 0.21781833 1 0.2178183 22.61 F3,18=3.16
F15.3=8.70
Model 0.43356000 3 0.1445184 15.0029
Error 0.173390 18 0.00963278    
Lack of fit 0.05539 15 0.00369 5.594  
Purely experimental uncertainty 0.01800 3 0.00066  
Total (corr) 0.59814 21      
R2

0.7143

Table 7: Analysis of variance for variables and for the full regression for retention factor (k’1).