ANOVA Model | |||||||||||||||||||||||||||
MVRBQIQ0 ~ MC30VRB | |||||||||||||||||||||||||||
means | 79 | -4 | 1.5 | 7.667 | 4.25 | 7.4 | 4.9 | 3.75 | 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 | 2834.351 | 109.013 | 0.959 | 0.527 |
Residuals | 124 | 14092.113 | 113.646 |
Tukey Honest Significant Difference Comparisons | ||||
diff | lwr | upr | p adj | |
31-30 | -4 | -49.097 | 41.097 | 1 |
32-30 | 1.5 | -33.432 | 36.432 | 1 |
34-30 | 7.667 | -23.14 | 38.474 | 1 |
36-30 | 4.25 | -24.272 | 32.772 | 1 |
37-30 | 7.4 | -19.658 | 34.458 | 1 |
39-30 | 4.9 | -18.963 | 28.763 | 1 |
41-30 | 3.75 | -20.951 | 28.451 | 1 |
42-30 | 3 | -42.097 | 48.097 | 1 |
43-30 | 8.5 | -17.537 | 34.537 | 1 |
44-30 | 0 | -23.863 | 23.863 | 1 |
45-30 | 0 | -45.097 | 45.097 | 1 |
46-30 | 4.5 | -19.363 | 28.363 | 1 |
48-30 | 5.8 | -18.063 | 29.663 | 1 |
49-30 | 0 | -45.097 | 45.097 | 1 |
50-30 | 11.333 | -11.955 | 34.621 | 0.985 |
51-30 | -4 | -49.097 | 41.097 | 1 |
52-30 | 8.417 | -14.871 | 31.705 | 1 |
54-30 | 6.75 | -17.951 | 31.451 | 1 |
55-30 | 3.889 | -20.35 | 28.128 | 1 |
56-30 | 9 | -16.282 | 34.282 | 1 |
57-30 | 2 | -25.058 | 29.058 | 1 |
58-30 | 10 | -20.807 | 40.807 | 1 |
59-30 | 5.857 | -19.425 | 31.139 | 1 |
60-30 | 2.75 | -25.772 | 31.272 | 1 |
62-30 | 12.333 | -18.474 | 43.14 | 0.999 |
66-30 | 22.25 | -6.272 | 50.772 | 0.39 |
32-31 | 5.5 | -43.901 | 54.901 | 1 |
34-31 | 11.667 | -34.909 | 58.243 | 1 |
36-31 | 8.25 | -36.847 | 53.347 | 1 |
37-31 | 11.4 | -32.786 | 55.586 | 1 |
39-31 | 8.9 | -33.405 | 51.205 | 1 |
41-31 | 7.75 | -35.033 | 50.533 | 1 |
42-31 | 7 | -50.044 | 64.044 | 1 |
43-31 | 12.5 | -31.068 | 56.068 | 1 |
44-31 | 4 | -38.305 | 46.305 | 1 |
45-31 | 4 | -53.044 | 61.044 | 1 |
46-31 | 8.5 | -33.805 | 50.805 | 1 |
48-31 | 9.8 | -32.505 | 52.105 | 1 |
49-31 | 4 | -53.044 | 61.044 | 1 |
50-31 | 15.333 | -26.65 | 57.316 | 1 |
51-31 | 0 | -57.044 | 57.044 | 1 |
52-31 | 12.417 | -29.566 | 54.4 | 1 |
54-31 | 10.75 | -32.033 | 53.533 | 1 |
55-31 | 7.889 | -34.629 | 50.407 | 1 |
56-31 | 13 | -30.121 | 56.121 | 1 |
57-31 | 6 | -38.186 | 50.186 | 1 |
58-31 | 14 | -32.576 | 60.576 | 1 |
59-31 | 9.857 | -33.264 | 52.978 | 1 |
60-31 | 6.75 | -38.347 | 51.847 | 1 |
62-31 | 16.333 | -30.243 | 62.909 | 1 |
66-31 | 26.25 | -18.847 | 71.347 | 0.897 |
34-32 | 6.167 | -30.655 | 42.988 | 1 |
36-32 | 2.75 | -32.182 | 37.682 | 1 |
37-32 | 5.9 | -27.847 | 39.647 | 1 |
39-32 | 3.4 | -27.844 | 34.644 | 1 |
41-32 | 2.25 | -29.638 | 34.138 | 1 |
42-32 | 1.5 | -47.901 | 50.901 | 1 |
43-32 | 7 | -25.934 | 39.934 | 1 |
44-32 | -1.5 | -32.744 | 29.744 | 1 |
45-32 | -1.5 | -50.901 | 47.901 | 1 |
46-32 | 3 | -28.244 | 34.244 | 1 |
48-32 | 4.3 | -26.944 | 35.544 | 1 |
49-32 | -1.5 | -50.901 | 47.901 | 1 |
50-32 | 9.833 | -20.974 | 40.64 | 1 |
51-32 | -5.5 | -54.901 | 43.901 | 1 |
52-32 | 6.917 | -23.89 | 37.724 | 1 |
54-32 | 5.25 | -26.638 | 37.138 | 1 |
55-32 | 2.389 | -29.143 | 33.921 | 1 |
56-32 | 7.5 | -24.841 | 39.841 | 1 |
57-32 | 0.5 | -33.247 | 34.247 | 1 |
58-32 | 8.5 | -28.321 | 45.321 | 1 |
59-32 | 4.357 | -27.984 | 36.698 | 1 |
60-32 | 1.25 | -33.682 | 36.182 | 1 |
62-32 | 10.833 | -25.988 | 47.655 | 1 |
66-32 | 20.75 | -14.182 | 55.682 | 0.877 |
36-34 | -3.417 | -34.224 | 27.39 | 1 |
37-34 | -0.267 | -29.724 | 29.191 | 1 |
39-34 | -2.767 | -29.319 | 23.786 | 1 |
41-34 | -3.917 | -31.224 | 23.391 | 1 |
42-34 | -4.667 | -51.243 | 41.909 | 1 |
43-34 | 0.833 | -27.688 | 29.355 | 1 |
44-34 | -7.667 | -34.219 | 18.886 | 1 |
45-34 | -7.667 | -54.243 | 38.909 | 1 |
46-34 | -3.167 | -29.719 | 23.386 | 1 |
48-34 | -1.867 | -28.419 | 24.686 | 1 |
49-34 | -7.667 | -54.243 | 38.909 | 1 |
50-34 | 3.667 | -22.37 | 29.703 | 1 |
51-34 | -11.667 | -58.243 | 34.909 | 1 |
52-34 | 0.75 | -25.287 | 26.787 | 1 |
54-34 | -0.917 | -28.224 | 26.391 | 1 |
55-34 | -3.778 | -30.668 | 23.113 | 1 |
56-34 | 1.333 | -26.501 | 29.168 | 1 |
57-34 | -5.667 | -35.124 | 23.791 | 1 |
58-34 | 2.333 | -30.601 | 35.267 | 1 |
59-34 | -1.81 | -29.644 | 26.025 | 1 |
60-34 | -4.917 | -35.724 | 25.89 | 1 |
62-34 | 4.667 | -28.267 | 37.601 | 1 |
66-34 | 14.583 | -16.224 | 45.39 | 0.989 |
37-36 | 3.15 | -23.908 | 30.208 | 1 |
39-36 | 0.65 | -23.213 | 24.513 | 1 |
41-36 | -0.5 | -25.201 | 24.201 | 1 |
42-36 | -1.25 | -46.347 | 43.847 | 1 |
43-36 | 4.25 | -21.787 | 30.287 | 1 |
44-36 | -4.25 | -28.113 | 19.613 | 1 |
45-36 | -4.25 | -49.347 | 40.847 | 1 |
46-36 | 0.25 | -23.613 | 24.113 | 1 |
48-36 | 1.55 | -22.313 | 25.413 | 1 |
49-36 | -4.25 | -49.347 | 40.847 | 1 |
50-36 | 7.083 | -16.205 | 30.371 | 1 |
51-36 | -8.25 | -53.347 | 36.847 | 1 |
52-36 | 4.167 | -19.121 | 27.455 | 1 |
54-36 | 2.5 | -22.201 | 27.201 | 1 |
55-36 | -0.361 | -24.6 | 23.878 | 1 |
56-36 | 4.75 | -20.532 | 30.032 | 1 |
57-36 | -2.25 | -29.308 | 24.808 | 1 |
58-36 | 5.75 | -25.057 | 36.557 | 1 |
59-36 | 1.607 | -23.675 | 26.889 | 1 |
60-36 | -1.5 | -30.022 | 27.022 | 1 |
62-36 | 8.083 | -22.724 | 38.89 | 1 |
66-36 | 18 | -10.522 | 46.522 | 0.801 |
39-37 | -2.5 | -24.593 | 19.593 | 1 |
41-37 | -3.65 | -26.645 | 19.345 | 1 |
42-37 | -4.4 | -48.586 | 39.786 | 1 |
43-37 | 1.1 | -23.325 | 25.525 | 1 |
44-37 | -7.4 | -29.493 | 14.693 | 1 |
45-37 | -7.4 | -51.586 | 36.786 | 1 |
46-37 | -2.9 | -24.993 | 19.193 | 1 |
48-37 | -1.6 | -23.693 | 20.493 | 1 |
49-37 | -7.4 | -51.586 | 36.786 | 1 |
50-37 | 3.933 | -17.537 | 25.404 | 1 |
51-37 | -11.4 | -55.586 | 32.786 | 1 |
52-37 | 1.017 | -20.454 | 22.487 | 1 |
54-37 | -0.65 | -23.645 | 22.345 | 1 |
55-37 | -3.511 | -26.009 | 18.987 | 1 |
56-37 | 1.6 | -22.018 | 25.218 | 1 |
57-37 | -5.4 | -30.911 | 20.111 | 1 |
58-37 | 2.6 | -26.857 | 32.057 | 1 |
59-37 | -1.543 | -25.161 | 22.075 | 1 |
60-37 | -4.65 | -31.708 | 22.408 | 1 |
62-37 | 4.933 | -24.524 | 34.391 | 1 |
66-37 | 14.85 | -12.208 | 41.908 | 0.941 |
41-39 | -1.15 | -20.283 | 17.983 | 1 |
42-39 | -1.9 | -44.205 | 40.405 | 1 |
43-39 | 3.6 | -17.229 | 24.429 | 1 |
44-39 | -4.9 | -22.939 | 13.139 | 1 |
45-39 | -4.9 | -47.205 | 37.405 | 1 |
46-39 | -0.4 | -18.439 | 17.639 | 1 |
48-39 | 0.9 | -17.139 | 18.939 | 1 |
49-39 | -4.9 | -47.205 | 37.405 | 1 |
50-39 | 6.433 | -10.837 | 23.704 | 1 |
51-39 | -8.9 | -51.205 | 33.405 | 1 |
52-39 | 3.517 | -13.754 | 20.787 | 1 |
54-39 | 1.85 | -17.283 | 20.983 | 1 |
55-39 | -1.011 | -19.544 | 17.522 | 1 |
56-39 | 4.1 | -15.778 | 23.978 | 1 |
57-39 | -2.9 | -24.993 | 19.193 | 1 |
58-39 | 5.1 | -21.452 | 31.652 | 1 |
59-39 | 0.957 | -18.921 | 20.835 | 1 |
60-39 | -2.15 | -26.013 | 21.713 | 1 |
62-39 | 7.433 | -19.119 | 33.986 | 1 |
66-39 | 17.35 | -6.513 | 41.213 | 0.539 |
42-41 | -0.75 | -43.533 | 42.033 | 1 |
43-41 | 4.75 | -17.034 | 26.534 | 1 |
44-41 | -3.75 | -22.883 | 15.383 | 1 |
45-41 | -3.75 | -46.533 | 39.033 | 1 |
46-41 | 0.75 | -18.383 | 19.883 | 1 |
48-41 | 2.05 | -17.083 | 21.183 | 1 |
49-41 | -3.75 | -46.533 | 39.033 | 1 |
50-41 | 7.583 | -10.827 | 25.994 | 0.999 |
51-41 | -7.75 | -50.533 | 35.033 | 1 |
52-41 | 4.667 | -13.744 | 23.077 | 1 |
54-41 | 3 | -17.168 | 23.168 | 1 |
55-41 | 0.139 | -19.461 | 19.739 | 1 |
56-41 | 5.25 | -15.626 | 26.126 | 1 |
57-41 | -1.75 | -24.745 | 21.245 | 1 |
58-41 | 6.25 | -21.058 | 33.558 | 1 |
59-41 | 2.107 | -18.769 | 22.983 | 1 |
60-41 | -1 | -25.701 | 23.701 | 1 |
62-41 | 8.583 | -18.724 | 35.891 | 1 |
66-41 | 18.5 | -6.201 | 43.201 | 0.476 |
43-42 | 5.5 | -38.068 | 49.068 | 1 |
44-42 | -3 | -45.305 | 39.305 | 1 |
45-42 | -3 | -60.044 | 54.044 | 1 |
46-42 | 1.5 | -40.805 | 43.805 | 1 |
48-42 | 2.8 | -39.505 | 45.105 | 1 |
49-42 | -3 | -60.044 | 54.044 | 1 |
50-42 | 8.333 | -33.65 | 50.316 | 1 |
51-42 | -7 | -64.044 | 50.044 | 1 |
52-42 | 5.417 | -36.566 | 47.4 | 1 |
54-42 | 3.75 | -39.033 | 46.533 | 1 |
55-42 | 0.889 | -41.629 | 43.407 | 1 |
56-42 | 6 | -37.121 | 49.121 | 1 |
57-42 | -1 | -45.186 | 43.186 | 1 |
58-42 | 7 | -39.576 | 53.576 | 1 |
59-42 | 2.857 | -40.264 | 45.978 | 1 |
60-42 | -0.25 | -45.347 | 44.847 | 1 |
62-42 | 9.333 | -37.243 | 55.909 | 1 |
66-42 | 19.25 | -25.847 | 64.347 | 0.997 |
44-43 | -8.5 | -29.329 | 12.329 | 0.999 |
45-43 | -8.5 | -52.068 | 35.068 | 1 |
46-43 | -4 | -24.829 | 16.829 | 1 |
48-43 | -2.7 | -23.529 | 18.129 | 1 |
49-43 | -8.5 | -52.068 | 35.068 | 1 |
50-43 | 2.833 | -17.335 | 23.001 | 1 |
51-43 | -12.5 | -56.068 | 31.068 | 1 |
52-43 | -0.083 | -20.251 | 20.085 | 1 |
54-43 | -1.75 | -23.534 | 20.034 | 1 |
55-43 | -4.611 | -25.87 | 16.648 | 1 |
56-43 | 0.5 | -21.941 | 22.941 | 1 |
57-43 | -6.5 | -30.925 | 17.925 | 1 |
58-43 | 1.5 | -27.022 | 30.022 | 1 |
59-43 | -2.643 | -25.084 | 19.798 | 1 |
60-43 | -5.75 | -31.787 | 20.287 | 1 |
62-43 | 3.833 | -24.688 | 32.355 | 1 |
66-43 | 13.75 | -12.287 | 39.787 | 0.961 |
45-44 | 0 | -42.305 | 42.305 | 1 |
46-44 | 4.5 | -13.539 | 22.539 | 1 |
48-44 | 5.8 | -12.239 | 23.839 | 1 |
49-44 | 0 | -42.305 | 42.305 | 1 |
50-44 | 11.333 | -5.937 | 28.604 | 0.739 |
51-44 | -4 | -46.305 | 38.305 | 1 |
52-44 | 8.417 | -8.854 | 25.687 | 0.985 |
54-44 | 6.75 | -12.383 | 25.883 | 1 |
55-44 | 3.889 | -14.644 | 22.422 | 1 |
56-44 | 9 | -10.878 | 28.878 | 0.994 |
57-44 | 2 | -20.093 | 24.093 | 1 |
58-44 | 10 | -16.552 | 36.552 | 1 |
59-44 | 5.857 | -14.021 | 25.735 | 1 |
60-44 | 2.75 | -21.113 | 26.613 | 1 |
62-44 | 12.333 | -14.219 | 38.886 | 0.992 |
66-44 | 22.25 | -1.613 | 46.113 | 0.105 |
46-45 | 4.5 | -37.805 | 46.805 | 1 |
48-45 | 5.8 | -36.505 | 48.105 | 1 |
49-45 | 0 | -57.044 | 57.044 | 1 |
50-45 | 11.333 | -30.65 | 53.316 | 1 |
51-45 | -4 | -61.044 | 53.044 | 1 |
52-45 | 8.417 | -33.566 | 50.4 | 1 |
54-45 | 6.75 | -36.033 | 49.533 | 1 |
55-45 | 3.889 | -38.629 | 46.407 | 1 |
56-45 | 9 | -34.121 | 52.121 | 1 |
57-45 | 2 | -42.186 | 46.186 | 1 |
58-45 | 10 | -36.576 | 56.576 | 1 |
59-45 | 5.857 | -37.264 | 48.978 | 1 |
60-45 | 2.75 | -42.347 | 47.847 | 1 |
62-45 | 12.333 | -34.243 | 58.909 | 1 |
66-45 | 22.25 | -22.847 | 67.347 | 0.982 |
48-46 | 1.3 | -16.739 | 19.339 | 1 |
49-46 | -4.5 | -46.805 | 37.805 | 1 |
50-46 | 6.833 | -10.437 | 24.104 | 0.999 |
51-46 | -8.5 | -50.805 | 33.805 | 1 |
52-46 | 3.917 | -13.354 | 21.187 | 1 |
54-46 | 2.25 | -16.883 | 21.383 | 1 |
55-46 | -0.611 | -19.144 | 17.922 | 1 |
56-46 | 4.5 | -15.378 | 24.378 | 1 |
57-46 | -2.5 | -24.593 | 19.593 | 1 |
58-46 | 5.5 | -21.052 | 32.052 | 1 |
59-46 | 1.357 | -18.521 | 21.235 | 1 |
60-46 | -1.75 | -25.613 | 22.113 | 1 |
62-46 | 7.833 | -18.719 | 34.386 | 1 |
66-46 | 17.75 | -6.113 | 41.613 | 0.49 |
49-48 | -5.8 | -48.105 | 36.505 | 1 |
50-48 | 5.533 | -11.737 | 22.804 | 1 |
51-48 | -9.8 | -52.105 | 32.505 | 1 |
52-48 | 2.617 | -14.654 | 19.887 | 1 |
54-48 | 0.95 | -18.183 | 20.083 | 1 |
55-48 | -1.911 | -20.444 | 16.622 | 1 |
56-48 | 3.2 | -16.678 | 23.078 | 1 |
57-48 | -3.8 | -25.893 | 18.293 | 1 |
58-48 | 4.2 | -22.352 | 30.752 | 1 |
59-48 | 0.057 | -19.821 | 19.935 | 1 |
60-48 | -3.05 | -26.913 | 20.813 | 1 |
62-48 | 6.533 | -20.019 | 33.086 | 1 |
66-48 | 16.45 | -7.413 | 40.313 | 0.648 |
50-49 | 11.333 | -30.65 | 53.316 | 1 |
51-49 | -4 | -61.044 | 53.044 | 1 |
52-49 | 8.417 | -33.566 | 50.4 | 1 |
54-49 | 6.75 | -36.033 | 49.533 | 1 |
55-49 | 3.889 | -38.629 | 46.407 | 1 |
56-49 | 9 | -34.121 | 52.121 | 1 |
57-49 | 2 | -42.186 | 46.186 | 1 |
58-49 | 10 | -36.576 | 56.576 | 1 |
59-49 | 5.857 | -37.264 | 48.978 | 1 |
60-49 | 2.75 | -42.347 | 47.847 | 1 |
62-49 | 12.333 | -34.243 | 58.909 | 1 |
66-49 | 22.25 | -22.847 | 67.347 | 0.982 |
51-50 | -15.333 | -57.316 | 26.65 | 1 |
52-50 | -2.917 | -19.384 | 13.55 | 1 |
54-50 | -4.583 | -22.994 | 13.827 | 1 |
55-50 | -7.444 | -25.231 | 10.342 | 0.998 |
56-50 | -2.333 | -21.517 | 16.85 | 1 |
57-50 | -9.333 | -30.804 | 12.137 | 0.997 |
58-50 | -1.333 | -27.37 | 24.703 | 1 |
59-50 | -5.476 | -24.66 | 13.707 | 1 |
60-50 | -8.583 | -31.871 | 14.705 | 1 |
62-50 | 1 | -25.037 | 27.037 | 1 |
66-50 | 10.917 | -12.371 | 34.205 | 0.991 |
52-51 | 12.417 | -29.566 | 54.4 | 1 |
54-51 | 10.75 | -32.033 | 53.533 | 1 |
55-51 | 7.889 | -34.629 | 50.407 | 1 |
56-51 | 13 | -30.121 | 56.121 | 1 |
57-51 | 6 | -38.186 | 50.186 | 1 |
58-51 | 14 | -32.576 | 60.576 | 1 |
59-51 | 9.857 | -33.264 | 52.978 | 1 |
60-51 | 6.75 | -38.347 | 51.847 | 1 |
62-51 | 16.333 | -30.243 | 62.909 | 1 |
66-51 | 26.25 | -18.847 | 71.347 | 0.897 |
54-52 | -1.667 | -20.077 | 16.744 | 1 |
55-52 | -4.528 | -22.314 | 13.259 | 1 |
56-52 | 0.583 | -18.6 | 19.767 | 1 |
57-52 | -6.417 | -27.887 | 15.054 | 1 |
58-52 | 1.583 | -24.453 | 27.62 | 1 |
59-52 | -2.56 | -21.743 | 16.624 | 1 |
60-52 | -5.667 | -28.955 | 17.621 | 1 |
62-52 | 3.917 | -22.12 | 29.953 | 1 |
66-52 | 13.833 | -9.455 | 37.121 | 0.877 |
55-54 | -2.861 | -22.461 | 16.739 | 1 |
56-54 | 2.25 | -18.626 | 23.126 | 1 |
57-54 | -4.75 | -27.745 | 18.245 | 1 |
58-54 | 3.25 | -24.058 | 30.558 | 1 |
59-54 | -0.893 | -21.769 | 19.983 | 1 |
60-54 | -4 | -28.701 | 20.701 | 1 |
62-54 | 5.583 | -21.724 | 32.891 | 1 |
66-54 | 15.5 | -9.201 | 40.201 | 0.809 |
56-55 | 5.111 | -15.216 | 25.439 | 1 |
57-55 | -1.889 | -24.387 | 20.609 | 1 |
58-55 | 6.111 | -20.779 | 33.002 | 1 |
59-55 | 1.968 | -18.359 | 22.296 | 1 |
60-55 | -1.139 | -25.378 | 23.1 | 1 |
62-55 | 8.444 | -18.446 | 35.335 | 1 |
66-55 | 18.361 | -5.878 | 42.6 | 0.451 |
57-56 | -7 | -30.618 | 16.618 | 1 |
58-56 | 1 | -26.834 | 28.834 | 1 |
59-56 | -3.143 | -24.703 | 18.418 | 1 |
60-56 | -6.25 | -31.532 | 19.032 | 1 |
62-56 | 3.333 | -24.501 | 31.168 | 1 |
66-56 | 13.25 | -12.032 | 38.532 | 0.964 |
58-57 | 8 | -21.457 | 37.457 | 1 |
59-57 | 3.857 | -19.761 | 27.475 | 1 |
60-57 | 0.75 | -26.308 | 27.808 | 1 |
62-57 | 10.333 | -19.124 | 39.791 | 1 |
66-57 | 20.25 | -6.808 | 47.308 | 0.477 |
59-58 | -4.143 | -31.977 | 23.692 | 1 |
60-58 | -7.25 | -38.057 | 23.557 | 1 |
62-58 | 2.333 | -30.601 | 35.267 | 1 |
66-58 | 12.25 | -18.557 | 43.057 | 0.999 |
60-59 | -3.107 | -28.389 | 22.175 | 1 |
62-59 | 6.476 | -21.358 | 34.311 | 1 |
66-59 | 16.393 | -8.889 | 41.675 | 0.759 |
62-60 | 9.583 | -21.224 | 40.39 | 1 |
66-60 | 19.5 | -9.022 | 48.022 | 0.665 |
66-62 | 9.917 | -20.89 | 40.724 | 1 |
Levenes Test for Homogeneity of Variance | |||
Df | F value | Pr(>F) | |
Group | 26 | 0.607 | 0.93 |
124 |