ANOVA Model | |||||||||||||||||||||||||||
MVRBIQ0 ~ MC30VRB | |||||||||||||||||||||||||||
means | 79 | -4 | 1.5 | 9 | 4.25 | 7.4 | 4.9 | 5.222 | 3 | 8.5 | 0 | 0 | 4.5 | 5.8 | 0 | 11.333 | -4 | 8.417 | 6.75 | 3.889 | 9 | 2 | 10 | 5.857 | 2.75 | 12.333 | 22.25 |
ANOVA Statistics | |||||
Df | Sum Sq | Mean Sq | F value | Pr(>F) | |
MC30VRB | 26 | 2822.734 | 108.567 | 0.959 | 0.528 |
Residuals | 126 | 14269.502 | 113.25 |
Tukey Honest Significant Difference Comparisons | ||||
diff | lwr | upr | p adj | |
31-30 | -4 | -49.002 | 41.002 | 1 |
32-30 | 1.5 | -33.358 | 36.358 | 1 |
34-30 | 9 | -19.462 | 37.462 | 1 |
36-30 | 4.25 | -24.212 | 32.712 | 1 |
37-30 | 7.4 | -19.601 | 34.401 | 1 |
39-30 | 4.9 | -18.913 | 28.713 | 1 |
41-30 | 5.222 | -18.965 | 29.41 | 1 |
42-30 | 3 | -42.002 | 48.002 | 1 |
43-30 | 8.5 | -17.482 | 34.482 | 1 |
44-30 | 0 | -23.813 | 23.813 | 1 |
45-30 | 0 | -45.002 | 45.002 | 1 |
46-30 | 4.5 | -19.313 | 28.313 | 1 |
48-30 | 5.8 | -18.013 | 29.613 | 1 |
49-30 | 0 | -45.002 | 45.002 | 1 |
50-30 | 11.333 | -11.905 | 34.572 | 0.985 |
51-30 | -4 | -49.002 | 41.002 | 1 |
52-30 | 8.417 | -14.822 | 31.655 | 1 |
54-30 | 6.75 | -17.898 | 31.398 | 1 |
55-30 | 3.889 | -20.299 | 28.077 | 1 |
56-30 | 9 | -16.229 | 34.229 | 1 |
57-30 | 2 | -25.001 | 29.001 | 1 |
58-30 | 10 | -20.742 | 40.742 | 1 |
59-30 | 5.857 | -19.371 | 31.086 | 1 |
60-30 | 2.75 | -25.712 | 31.212 | 1 |
62-30 | 12.333 | -18.409 | 43.075 | 0.999 |
66-30 | 22.25 | -6.212 | 50.712 | 0.386 |
32-31 | 5.5 | -43.797 | 54.797 | 1 |
34-31 | 13 | -32.002 | 58.002 | 1 |
36-31 | 8.25 | -36.752 | 53.252 | 1 |
37-31 | 11.4 | -32.693 | 55.493 | 1 |
39-31 | 8.9 | -33.315 | 51.115 | 1 |
41-31 | 9.222 | -33.206 | 51.65 | 1 |
42-31 | 7 | -49.923 | 63.923 | 1 |
43-31 | 12.5 | -30.976 | 55.976 | 1 |
44-31 | 4 | -38.215 | 46.215 | 1 |
45-31 | 4 | -52.923 | 60.923 | 1 |
46-31 | 8.5 | -33.715 | 50.715 | 1 |
48-31 | 9.8 | -32.415 | 52.015 | 1 |
49-31 | 4 | -52.923 | 60.923 | 1 |
50-31 | 15.333 | -26.561 | 57.228 | 1 |
51-31 | 0 | -56.923 | 56.923 | 1 |
52-31 | 12.417 | -29.478 | 54.311 | 1 |
54-31 | 10.75 | -31.942 | 53.442 | 1 |
55-31 | 7.889 | -34.539 | 50.317 | 1 |
56-31 | 13 | -30.03 | 56.03 | 1 |
57-31 | 6 | -38.093 | 50.093 | 1 |
58-31 | 14 | -32.478 | 60.478 | 1 |
59-31 | 9.857 | -33.173 | 52.887 | 1 |
60-31 | 6.75 | -38.252 | 51.752 | 1 |
62-31 | 16.333 | -30.144 | 62.811 | 1 |
66-31 | 26.25 | -18.752 | 71.252 | 0.896 |
34-32 | 7.5 | -27.358 | 42.358 | 1 |
36-32 | 2.75 | -32.108 | 37.608 | 1 |
37-32 | 5.9 | -27.776 | 39.576 | 1 |
39-32 | 3.4 | -27.778 | 34.578 | 1 |
41-32 | 3.722 | -27.743 | 35.188 | 1 |
42-32 | 1.5 | -47.797 | 50.797 | 1 |
43-32 | 7 | -25.865 | 39.865 | 1 |
44-32 | -1.5 | -32.678 | 29.678 | 1 |
45-32 | -1.5 | -50.797 | 47.797 | 1 |
46-32 | 3 | -28.178 | 34.178 | 1 |
48-32 | 4.3 | -26.878 | 35.478 | 1 |
49-32 | -1.5 | -50.797 | 47.797 | 1 |
50-32 | 9.833 | -20.909 | 40.575 | 1 |
51-32 | -5.5 | -54.797 | 43.797 | 1 |
52-32 | 6.917 | -23.825 | 37.659 | 1 |
54-32 | 5.25 | -26.571 | 37.071 | 1 |
55-32 | 2.389 | -29.077 | 33.854 | 1 |
56-32 | 7.5 | -24.772 | 39.772 | 1 |
57-32 | 0.5 | -33.176 | 34.176 | 1 |
58-32 | 8.5 | -28.244 | 45.244 | 1 |
59-32 | 4.357 | -27.915 | 36.63 | 1 |
60-32 | 1.25 | -33.608 | 36.108 | 1 |
62-32 | 10.833 | -25.91 | 47.577 | 1 |
66-32 | 20.75 | -14.108 | 55.608 | 0.875 |
36-34 | -4.75 | -33.212 | 23.712 | 1 |
37-34 | -1.6 | -28.601 | 25.401 | 1 |
39-34 | -4.1 | -27.913 | 19.713 | 1 |
41-34 | -3.778 | -27.965 | 20.41 | 1 |
42-34 | -6 | -51.002 | 39.002 | 1 |
43-34 | -0.5 | -26.482 | 25.482 | 1 |
44-34 | -9 | -32.813 | 14.813 | 1 |
45-34 | -9 | -54.002 | 36.002 | 1 |
46-34 | -4.5 | -28.313 | 19.313 | 1 |
48-34 | -3.2 | -27.013 | 20.613 | 1 |
49-34 | -9 | -54.002 | 36.002 | 1 |
50-34 | 2.333 | -20.905 | 25.572 | 1 |
51-34 | -13 | -58.002 | 32.002 | 1 |
52-34 | -0.583 | -23.822 | 22.655 | 1 |
54-34 | -2.25 | -26.898 | 22.398 | 1 |
55-34 | -5.111 | -29.299 | 19.077 | 1 |
56-34 | 0 | -25.229 | 25.229 | 1 |
57-34 | -7 | -34.001 | 20.001 | 1 |
58-34 | 1 | -29.742 | 31.742 | 1 |
59-34 | -3.143 | -28.371 | 22.086 | 1 |
60-34 | -6.25 | -34.712 | 22.212 | 1 |
62-34 | 3.333 | -27.409 | 34.075 | 1 |
66-34 | 13.25 | -15.212 | 41.712 | 0.992 |
37-36 | 3.15 | -23.851 | 30.151 | 1 |
39-36 | 0.65 | -23.163 | 24.463 | 1 |
41-36 | 0.972 | -23.215 | 25.16 | 1 |
42-36 | -1.25 | -46.252 | 43.752 | 1 |
43-36 | 4.25 | -21.732 | 30.232 | 1 |
44-36 | -4.25 | -28.063 | 19.563 | 1 |
45-36 | -4.25 | -49.252 | 40.752 | 1 |
46-36 | 0.25 | -23.563 | 24.063 | 1 |
48-36 | 1.55 | -22.263 | 25.363 | 1 |
49-36 | -4.25 | -49.252 | 40.752 | 1 |
50-36 | 7.083 | -16.155 | 30.322 | 1 |
51-36 | -8.25 | -53.252 | 36.752 | 1 |
52-36 | 4.167 | -19.072 | 27.405 | 1 |
54-36 | 2.5 | -22.148 | 27.148 | 1 |
55-36 | -0.361 | -24.549 | 23.827 | 1 |
56-36 | 4.75 | -20.479 | 29.979 | 1 |
57-36 | -2.25 | -29.251 | 24.751 | 1 |
58-36 | 5.75 | -24.992 | 36.492 | 1 |
59-36 | 1.607 | -23.621 | 26.836 | 1 |
60-36 | -1.5 | -29.962 | 26.962 | 1 |
62-36 | 8.083 | -22.659 | 38.825 | 1 |
66-36 | 18 | -10.462 | 46.462 | 0.799 |
39-37 | -2.5 | -24.546 | 19.546 | 1 |
41-37 | -2.178 | -24.629 | 20.273 | 1 |
42-37 | -4.4 | -48.493 | 39.693 | 1 |
43-37 | 1.1 | -23.273 | 25.473 | 1 |
44-37 | -7.4 | -29.446 | 14.646 | 1 |
45-37 | -7.4 | -51.493 | 36.693 | 1 |
46-37 | -2.9 | -24.946 | 19.146 | 1 |
48-37 | -1.6 | -23.646 | 20.446 | 1 |
49-37 | -7.4 | -51.493 | 36.693 | 1 |
50-37 | 3.933 | -17.492 | 25.358 | 1 |
51-37 | -11.4 | -55.493 | 32.693 | 1 |
52-37 | 1.017 | -20.408 | 22.442 | 1 |
54-37 | -0.65 | -23.596 | 22.296 | 1 |
55-37 | -3.511 | -25.962 | 18.94 | 1 |
56-37 | 1.6 | -21.968 | 25.168 | 1 |
57-37 | -5.4 | -30.857 | 20.057 | 1 |
58-37 | 2.6 | -26.795 | 31.995 | 1 |
59-37 | -1.543 | -25.111 | 22.026 | 1 |
60-37 | -4.65 | -31.651 | 22.351 | 1 |
62-37 | 4.933 | -24.462 | 34.328 | 1 |
66-37 | 14.85 | -12.151 | 41.851 | 0.94 |
41-39 | 0.322 | -18.172 | 18.816 | 1 |
42-39 | -1.9 | -44.115 | 40.315 | 1 |
43-39 | 3.6 | -17.185 | 24.385 | 1 |
44-39 | -4.9 | -22.901 | 13.101 | 1 |
45-39 | -4.9 | -47.115 | 37.315 | 1 |
46-39 | -0.4 | -18.401 | 17.601 | 1 |
48-39 | 0.9 | -17.101 | 18.901 | 1 |
49-39 | -4.9 | -47.115 | 37.315 | 1 |
50-39 | 6.433 | -10.801 | 23.668 | 1 |
51-39 | -8.9 | -51.115 | 33.315 | 1 |
52-39 | 3.517 | -13.718 | 20.751 | 1 |
54-39 | 1.85 | -17.243 | 20.943 | 1 |
55-39 | -1.011 | -19.505 | 17.483 | 1 |
56-39 | 4.1 | -15.736 | 23.936 | 1 |
57-39 | -2.9 | -24.946 | 19.146 | 1 |
58-39 | 5.1 | -21.396 | 31.596 | 1 |
59-39 | 0.957 | -18.879 | 20.793 | 1 |
60-39 | -2.15 | -25.963 | 21.663 | 1 |
62-39 | 7.433 | -19.063 | 33.93 | 1 |
66-39 | 17.35 | -6.463 | 41.163 | 0.535 |
42-41 | -2.222 | -44.65 | 40.206 | 1 |
43-41 | 3.278 | -17.936 | 24.492 | 1 |
44-41 | -5.222 | -23.716 | 13.272 | 1 |
45-41 | -5.222 | -47.65 | 37.206 | 1 |
46-41 | -0.722 | -19.216 | 17.772 | 1 |
48-41 | 0.578 | -17.916 | 19.072 | 1 |
49-41 | -5.222 | -47.65 | 37.206 | 1 |
50-41 | 6.111 | -11.638 | 23.86 | 1 |
51-41 | -9.222 | -51.65 | 33.206 | 1 |
52-41 | 3.194 | -14.554 | 20.943 | 1 |
54-41 | 1.528 | -18.031 | 21.086 | 1 |
55-41 | -1.333 | -20.308 | 17.641 | 1 |
56-41 | 3.778 | -16.507 | 24.062 | 1 |
57-41 | -3.222 | -25.673 | 19.229 | 1 |
58-41 | 4.778 | -22.056 | 31.612 | 1 |
59-41 | 0.635 | -19.65 | 20.919 | 1 |
60-41 | -2.472 | -26.66 | 21.715 | 1 |
62-41 | 7.111 | -19.723 | 33.945 | 1 |
66-41 | 17.028 | -7.16 | 41.215 | 0.607 |
43-42 | 5.5 | -37.976 | 48.976 | 1 |
44-42 | -3 | -45.215 | 39.215 | 1 |
45-42 | -3 | -59.923 | 53.923 | 1 |
46-42 | 1.5 | -40.715 | 43.715 | 1 |
48-42 | 2.8 | -39.415 | 45.015 | 1 |
49-42 | -3 | -59.923 | 53.923 | 1 |
50-42 | 8.333 | -33.561 | 50.228 | 1 |
51-42 | -7 | -63.923 | 49.923 | 1 |
52-42 | 5.417 | -36.478 | 47.311 | 1 |
54-42 | 3.75 | -38.942 | 46.442 | 1 |
55-42 | 0.889 | -41.539 | 43.317 | 1 |
56-42 | 6 | -37.03 | 49.03 | 1 |
57-42 | -1 | -45.093 | 43.093 | 1 |
58-42 | 7 | -39.478 | 53.478 | 1 |
59-42 | 2.857 | -40.173 | 45.887 | 1 |
60-42 | -0.25 | -45.252 | 44.752 | 1 |
62-42 | 9.333 | -37.144 | 55.811 | 1 |
66-42 | 19.25 | -25.752 | 64.252 | 0.997 |
44-43 | -8.5 | -29.285 | 12.285 | 0.999 |
45-43 | -8.5 | -51.976 | 34.976 | 1 |
46-43 | -4 | -24.785 | 16.785 | 1 |
48-43 | -2.7 | -23.485 | 18.085 | 1 |
49-43 | -8.5 | -51.976 | 34.976 | 1 |
50-43 | 2.833 | -17.292 | 22.959 | 1 |
51-43 | -12.5 | -55.976 | 30.976 | 1 |
52-43 | -0.083 | -20.209 | 20.042 | 1 |
54-43 | -1.75 | -23.488 | 19.988 | 1 |
55-43 | -4.611 | -25.825 | 16.603 | 1 |
56-43 | 0.5 | -21.893 | 22.893 | 1 |
57-43 | -6.5 | -30.873 | 17.873 | 1 |
58-43 | 1.5 | -26.962 | 29.962 | 1 |
59-43 | -2.643 | -25.036 | 19.751 | 1 |
60-43 | -5.75 | -31.732 | 20.232 | 1 |
62-43 | 3.833 | -24.628 | 32.295 | 1 |
66-43 | 13.75 | -12.232 | 39.732 | 0.96 |
45-44 | 0 | -42.215 | 42.215 | 1 |
46-44 | 4.5 | -13.501 | 22.501 | 1 |
48-44 | 5.8 | -12.201 | 23.801 | 1 |
49-44 | 0 | -42.215 | 42.215 | 1 |
50-44 | 11.333 | -5.901 | 28.568 | 0.736 |
51-44 | -4 | -46.215 | 38.215 | 1 |
52-44 | 8.417 | -8.818 | 25.651 | 0.984 |
54-44 | 6.75 | -12.343 | 25.843 | 1 |
55-44 | 3.889 | -14.605 | 22.383 | 1 |
56-44 | 9 | -10.836 | 28.836 | 0.994 |
57-44 | 2 | -20.046 | 24.046 | 1 |
58-44 | 10 | -16.496 | 36.496 | 1 |
59-44 | 5.857 | -13.979 | 25.693 | 1 |
60-44 | 2.75 | -21.063 | 26.563 | 1 |
62-44 | 12.333 | -14.163 | 38.83 | 0.992 |
66-44 | 22.25 | -1.563 | 46.063 | 0.103 |
46-45 | 4.5 | -37.715 | 46.715 | 1 |
48-45 | 5.8 | -36.415 | 48.015 | 1 |
49-45 | 0 | -56.923 | 56.923 | 1 |
50-45 | 11.333 | -30.561 | 53.228 | 1 |
51-45 | -4 | -60.923 | 52.923 | 1 |
52-45 | 8.417 | -33.478 | 50.311 | 1 |
54-45 | 6.75 | -35.942 | 49.442 | 1 |
55-45 | 3.889 | -38.539 | 46.317 | 1 |
56-45 | 9 | -34.03 | 52.03 | 1 |
57-45 | 2 | -42.093 | 46.093 | 1 |
58-45 | 10 | -36.478 | 56.478 | 1 |
59-45 | 5.857 | -37.173 | 48.887 | 1 |
60-45 | 2.75 | -42.252 | 47.752 | 1 |
62-45 | 12.333 | -34.144 | 58.811 | 1 |
66-45 | 22.25 | -22.752 | 67.252 | 0.982 |
48-46 | 1.3 | -16.701 | 19.301 | 1 |
49-46 | -4.5 | -46.715 | 37.715 | 1 |
50-46 | 6.833 | -10.401 | 24.068 | 0.999 |
51-46 | -8.5 | -50.715 | 33.715 | 1 |
52-46 | 3.917 | -13.318 | 21.151 | 1 |
54-46 | 2.25 | -16.843 | 21.343 | 1 |
55-46 | -0.611 | -19.105 | 17.883 | 1 |
56-46 | 4.5 | -15.336 | 24.336 | 1 |
57-46 | -2.5 | -24.546 | 19.546 | 1 |
58-46 | 5.5 | -20.996 | 31.996 | 1 |
59-46 | 1.357 | -18.479 | 21.193 | 1 |
60-46 | -1.75 | -25.563 | 22.063 | 1 |
62-46 | 7.833 | -18.663 | 34.33 | 1 |
66-46 | 17.75 | -6.063 | 41.563 | 0.486 |
49-48 | -5.8 | -48.015 | 36.415 | 1 |
50-48 | 5.533 | -11.701 | 22.768 | 1 |
51-48 | -9.8 | -52.015 | 32.415 | 1 |
52-48 | 2.617 | -14.618 | 19.851 | 1 |
54-48 | 0.95 | -18.143 | 20.043 | 1 |
55-48 | -1.911 | -20.405 | 16.583 | 1 |
56-48 | 3.2 | -16.636 | 23.036 | 1 |
57-48 | -3.8 | -25.846 | 18.246 | 1 |
58-48 | 4.2 | -22.296 | 30.696 | 1 |
59-48 | 0.057 | -19.779 | 19.893 | 1 |
60-48 | -3.05 | -26.863 | 20.763 | 1 |
62-48 | 6.533 | -19.963 | 33.03 | 1 |
66-48 | 16.45 | -7.363 | 40.263 | 0.645 |
50-49 | 11.333 | -30.561 | 53.228 | 1 |
51-49 | -4 | -60.923 | 52.923 | 1 |
52-49 | 8.417 | -33.478 | 50.311 | 1 |
54-49 | 6.75 | -35.942 | 49.442 | 1 |
55-49 | 3.889 | -38.539 | 46.317 | 1 |
56-49 | 9 | -34.03 | 52.03 | 1 |
57-49 | 2 | -42.093 | 46.093 | 1 |
58-49 | 10 | -36.478 | 56.478 | 1 |
59-49 | 5.857 | -37.173 | 48.887 | 1 |
60-49 | 2.75 | -42.252 | 47.752 | 1 |
62-49 | 12.333 | -34.144 | 58.811 | 1 |
66-49 | 22.25 | -22.752 | 67.252 | 0.982 |
51-50 | -15.333 | -57.228 | 26.561 | 1 |
52-50 | -2.917 | -19.349 | 13.516 | 1 |
54-50 | -4.583 | -22.955 | 13.789 | 1 |
55-50 | -7.444 | -25.193 | 10.304 | 0.998 |
56-50 | -2.333 | -21.476 | 16.81 | 1 |
57-50 | -9.333 | -30.758 | 12.092 | 0.997 |
58-50 | -1.333 | -27.315 | 24.648 | 1 |
59-50 | -5.476 | -24.619 | 13.667 | 1 |
60-50 | -8.583 | -31.822 | 14.655 | 1 |
62-50 | 1 | -24.982 | 26.982 | 1 |
66-50 | 10.917 | -12.322 | 34.155 | 0.991 |
52-51 | 12.417 | -29.478 | 54.311 | 1 |
54-51 | 10.75 | -31.942 | 53.442 | 1 |
55-51 | 7.889 | -34.539 | 50.317 | 1 |
56-51 | 13 | -30.03 | 56.03 | 1 |
57-51 | 6 | -38.093 | 50.093 | 1 |
58-51 | 14 | -32.478 | 60.478 | 1 |
59-51 | 9.857 | -33.173 | 52.887 | 1 |
60-51 | 6.75 | -38.252 | 51.752 | 1 |
62-51 | 16.333 | -30.144 | 62.811 | 1 |
66-51 | 26.25 | -18.752 | 71.252 | 0.896 |
54-52 | -1.667 | -20.039 | 16.705 | 1 |
55-52 | -4.528 | -22.277 | 13.221 | 1 |
56-52 | 0.583 | -18.56 | 19.726 | 1 |
57-52 | -6.417 | -27.842 | 15.008 | 1 |
58-52 | 1.583 | -24.398 | 27.565 | 1 |
59-52 | -2.56 | -21.703 | 16.584 | 1 |
60-52 | -5.667 | -28.905 | 17.572 | 1 |
62-52 | 3.917 | -22.065 | 29.898 | 1 |
66-52 | 13.833 | -9.405 | 37.072 | 0.875 |
55-54 | -2.861 | -22.419 | 16.697 | 1 |
56-54 | 2.25 | -18.582 | 23.082 | 1 |
57-54 | -4.75 | -27.696 | 18.196 | 1 |
58-54 | 3.25 | -24 | 30.5 | 1 |
59-54 | -0.893 | -21.725 | 19.939 | 1 |
60-54 | -4 | -28.648 | 20.648 | 1 |
62-54 | 5.583 | -21.667 | 32.833 | 1 |
66-54 | 15.5 | -9.148 | 40.148 | 0.807 |
56-55 | 5.111 | -15.173 | 25.396 | 1 |
57-55 | -1.889 | -24.34 | 20.562 | 1 |
58-55 | 6.111 | -20.723 | 32.945 | 1 |
59-55 | 1.968 | -18.316 | 22.253 | 1 |
60-55 | -1.139 | -25.327 | 23.049 | 1 |
62-55 | 8.444 | -18.389 | 35.278 | 1 |
66-55 | 18.361 | -5.827 | 42.549 | 0.448 |
57-56 | -7 | -30.568 | 16.568 | 1 |
58-56 | 1 | -26.776 | 28.776 | 1 |
59-56 | -3.143 | -24.658 | 18.372 | 1 |
60-56 | -6.25 | -31.479 | 18.979 | 1 |
62-56 | 3.333 | -24.442 | 31.109 | 1 |
66-56 | 13.25 | -11.979 | 38.479 | 0.963 |
58-57 | 8 | -21.395 | 37.395 | 1 |
59-57 | 3.857 | -19.711 | 27.426 | 1 |
60-57 | 0.75 | -26.251 | 27.751 | 1 |
62-57 | 10.333 | -19.062 | 39.728 | 1 |
66-57 | 20.25 | -6.751 | 47.251 | 0.473 |
59-58 | -4.143 | -31.919 | 23.633 | 1 |
60-58 | -7.25 | -37.992 | 23.492 | 1 |
62-58 | 2.333 | -30.531 | 35.198 | 1 |
66-58 | 12.25 | -18.492 | 42.992 | 0.999 |
60-59 | -3.107 | -28.336 | 22.121 | 1 |
62-59 | 6.476 | -21.299 | 34.252 | 1 |
66-59 | 16.393 | -8.836 | 41.621 | 0.757 |
62-60 | 9.583 | -21.159 | 40.325 | 1 |
66-60 | 19.5 | -8.962 | 47.962 | 0.661 |
66-62 | 9.917 | -20.825 | 40.659 | 1 |
Levenes Test for Homogeneity of Variance | |||
Df | F value | Pr(>F) | |
Group | 26 | 0.608 | 0.929 |
126 |