Table 3 ANOVA test results for retention time (a), number of theoretical plates (NTP, b) and tailing factor (Symmetry) (TF, c) using CCD for various responses.
Source | Sum of squares | Df | Mean square | F-value | p-value | Result |
|---|---|---|---|---|---|---|
Model | 0.3450 | 9 | 0.0383 | 488.98 | < 0.0001 | Significant |
A-FR | 0.2064 | 1 | 0.2064 | 2632.81 | < 0.0001 | |
B-MP | 0.0976 | 1 | 0.0976 | 1245.25 | < 0.0001 | |
C-TF | 0.0215 | 1 | 0.0215 | 274.62 | < 0.0001 | |
AB | 0.0000 | 1 | 0.0000 | 0.2695 | 0.6150 | |
AC | 0.0008 | 1 | 0.0008 | 9.95 | 0.0103 | |
BC | 0.0006 | 1 | 0.0006 | 8.04 | 0.0177 | |
A² | 0.0012 | 1 | 0.0012 | 15.09 | 0.0030 | |
B² | 0.0175 | 1 | 0.0175 | 223.50 | < 0.0001 | |
C² | 0.0005 | 1 | 0.0005 | 5.97 | 0.0346 | |
Residual | 0.0008 | 10 | 0.0001 | |||
Lack of Fit | 0.0005 | 5 | 0.0001 | 1.94 | 0.2426 | Non-significant |
Pure Error | 0.0003 | 5 | 0.0001 | |||
Cor Total | 0.3458 | 19 | ||||
(a) | ||||||
Source | Sum of Squares | Df | Mean Square | F-value | p-value | Result |
Model | 2.566E + 06 | 6 | 4.276E + 05 | 691.31 | < 0.0001 | Significant |
A-FR | 9.144E + 05 | 1 | 9.144E + 05 | 1478.42 | < 0.0001 | |
B-MP | 1.395E + 06 | 1 | 1.395E + 06 | 2254.92 | < 0.0001 | |
C-TF | 2.194E + 05 | 1 | 2.194E + 05 | 354.69 | < 0.0001 | |
AB | 9065.31 | 1 | 9065.31 | 14.66 | 0.0021 | |
AC | 13292.65 | 1 | 13292.65 | 21.49 | 0.0005 | |
BC | 14646.16 | 1 | 14646.16 | 23.68 | 0.0003 | |
A² | 8040.71 | 13 | 618.52 | |||
B² | 5802.71 | 8 | 725.34 | 1.62 | 0.3085 | Non-significant |
C² | 2238.00 | 5 | 447.60 | |||
Residual | 2.574E + 06 | 19 | ||||
Lack of Fit | 2.566E + 06 | 6 | 4.276E + 05 | 691.31 | < 0.0001 | Significant |
Pure Error | 9.144E + 05 | 1 | 9.144E + 05 | 1478.42 | < 0.0001 | |
Cor Total | 1.395E + 06 | 1 | 1.395E + 06 | 2254.92 | < 0.0001 | |
(b) | ||||||
Source | Sum of Squares | Df | Mean Square | F-value | p-value | Result |
Model | 0.1322 | 9 | 0.0147 | 151.48 | < 0.0001 | Significant |
A-FR | 0.0072 | 1 | 0.0072 | 74.68 | < 0.0001 | |
B-MP | 0.0382 | 1 | 0.0382 | 394.26 | < 0.0001 | |
C-TF | 0.0065 | 1 | 0.0065 | 66.91 | < 0.0001 | |
AB | 0.0000 | 1 | 0.0000 | 0.5154 | 0.4892 | |
AC | 0.0040 | 1 | 0.0040 | 41.75 | < 0.0001 | |
BC | 0.0000 | 1 | 0.0000 | 0.5154 | 0.4892 | |
A² | 0.0353 | 1 | 0.0353 | 363.82 | < 0.0001 | |
B² | 0.0260 | 1 | 0.0260 | 267.53 | < 0.0001 | |
C² | 0.0076 | 1 | 0.0076 | 78.52 | < 0.0001 | |
Residual | 0.0010 | 10 | 0.0001 | |||
Lack of Fit | 0.0007 | 5 | 0.0001 | 2.42 | 0.1767 | Non-significant |
Pure Error | 0.0003 | 5 | 0.0001 | |||
Cor Total | 0.1332 | 19 | ||||
(c) | ||||||