Table 5.
Variable | Source | Coefficient | Sum of Squares | Degrees of Freedom | Mean Square | F-Value | p-Value |
---|---|---|---|---|---|---|---|
β 0 | −9.1847 | 27 | |||||
A | X1 | 0.2657 | 0.0241 | 1 | 0.0241 | 0.0100 | 0.9227 |
B | X2 | 0.2620 | 1.3348 | 1 | 1.3348 | 0.5300 | 0.4723 |
C | X3 | 0.0308 | 7.9465 | 1 | 7.9465 | 3.1700 | 0.0868 |
D | X4 | 15.8107 | 7.8318 | 1 | 7.8318 | 3.1200 | 0.0890 |
E | X5 | −0.9338 | 0.1785 | 1 | 0.1785 | 0.0700 | 0.7918 |
F | X6 | 2.3123 | 32.7367 | 1 | 32.7367 | 13.0500 | 0.0013 |
A:A | X12 | −0.0034 | 45.9076 | 1 | 45.9076 | 18.3000 | 0.0002 |
A:B | X12 | 0.0004 | 0.6962 | 1 | 0.6962 | 0.2800 | 0.6028 |
A:C | X13 | 0.0013 | 3.4061 | 1 | 3.4061 | 1.3600 | 0.2545 |
A:D | X14 | −0.1454 | 13.2132 | 1 | 13.2132 | 5.2700 | 0.0301 |
A:E | X15 | −0.0148 | 6.8450 | 1 | 6.8450 | 2.7300 | 0.1106 |
A:F | X16 | 0.0081 | 8.2825 | 1 | 8.2825 | 3.3000 | 0.0808 |
B:B | X22 | −0.0015 | 18.6571 | 1 | 18.6571 | 7.4400 | 0.0113 |
B:C | X23 | −0.0005 | 0.7503 | 1 | 0.7503 | 0.3000 | 0.5891 |
B:D | X24 | −0.0672 | 2.0301 | 1 | 2.0301 | 0.8100 | 0.3766 |
B:E | X25 | 0.0048 | 2.0521 | 1 | 2.0521 | 0.8200 | 0.3741 |
B:F | X26 | −0.0080 | 11.4960 | 1 | 11.4960 | 4.5800 | 0.0419 |
C:C | X32 | −0.0010 | 1.5125 | 1 | 1.5125 | 0.6000 | 0.4445 |
C:D | X34 | 0.0450 | 0.4050 | 1 | 0.4050 | 0.1600 | 0.6911 |
C:E | X35 | 0.0080 | 1.2800 | 1 | 1.2800 | 0.5100 | 0.4814 |
C:F | X36 | −0.0005 | 0.0371 | 1 | 0.0371 | 0.0100 | 0.9042 |
D:D | X42 | −7.3422 | 2.1660 | 1 | 2.1660 | 0.8600 | 0.3614 |
D:E | X45 | 1.1820 | 4.3660 | 1 | 4.3660 | 1.7400 | 0.1986 |
D:F | X46 | −0.3020 | 1.1401 | 1 | 1.1401 | 0.4500 | 0.5062 |
E:E | X52 | 0.0887 | 3.1619 | 1 | 3.1619 | 1.2600 | 0.2719 |
E:F | X56 | −0.0142 | 0.2521 | 1 | 0.2521 | 0.1000 | 0.7538 |
F:F | X62 | −0.0647 | 26.9429 | 1 | 26.9429 | 10.7400 | 0.0030 |
Pure Error | 65.2306 | 26 | 2.5089 | ||||
Total | 261.2350 | 53 |