ANOVA Model | |||||||||||||||||||||||||||
MVRBIQ0 ~ MC30VRB | |||||||||||||||||||||||||||
means | 79 | -4 | 1.5 | 9 | 1 | 7.4 | 4.9 | 4.6 | 3 | 8.5 | 0 | 0 | 4.5 | 6.846 | 0 | 11.333 | -4 | 8.846 | 6.75 | 3.889 | 8.375 | 2 | 10 | 5.857 | 2.75 | 12.333 | 22.25 |
ANOVA Statistics | |||||
Df | Sum Sq | Mean Sq | F value | Pr(>F) | |
MC30VRB | 26 | 2977.905 | 114.535 | 0.999 | 0.474 |
Residuals | 133 | 15246.339 | 114.634 |
Tukey Honest Significant Difference Comparisons | ||||
diff | lwr | upr | p adj | |
31-30 | -4 | -49.222 | 41.222 | 1 |
32-30 | 1.5 | -33.529 | 36.529 | 1 |
34-30 | 9 | -19.601 | 37.601 | 1 |
36-30 | 1 | -26.133 | 28.133 | 1 |
37-30 | 7.4 | -19.733 | 34.533 | 1 |
39-30 | 4.9 | -19.029 | 28.829 | 1 |
41-30 | 4.6 | -19.329 | 28.529 | 1 |
42-30 | 3 | -42.222 | 48.222 | 1 |
43-30 | 8.5 | -17.609 | 34.609 | 1 |
44-30 | 0 | -23.929 | 23.929 | 1 |
45-30 | 0 | -45.222 | 45.222 | 1 |
46-30 | 4.5 | -19.429 | 28.429 | 1 |
48-30 | 6.846 | -16.281 | 29.973 | 1 |
49-30 | 0 | -45.222 | 45.222 | 1 |
50-30 | 11.333 | -12.019 | 34.686 | 0.986 |
51-30 | -4 | -49.222 | 41.222 | 1 |
52-30 | 8.846 | -14.281 | 31.973 | 1 |
54-30 | 6.75 | -18.019 | 31.519 | 1 |
55-30 | 3.889 | -20.417 | 28.195 | 1 |
56-30 | 8.375 | -16.394 | 33.144 | 1 |
57-30 | 2 | -25.133 | 29.133 | 1 |
58-30 | 10 | -20.892 | 40.892 | 1 |
59-30 | 5.857 | -19.495 | 31.209 | 1 |
60-30 | 2.75 | -25.851 | 31.351 | 1 |
62-30 | 12.333 | -18.559 | 43.226 | 0.999 |
66-30 | 22.25 | -6.351 | 50.851 | 0.398 |
32-31 | 5.5 | -44.038 | 55.038 | 1 |
34-31 | 13 | -32.222 | 58.222 | 1 |
36-31 | 5 | -39.308 | 49.308 | 1 |
37-31 | 11.4 | -32.908 | 55.708 | 1 |
39-31 | 8.9 | -33.522 | 51.322 | 1 |
41-31 | 8.6 | -33.822 | 51.022 | 1 |
42-31 | 7 | -50.201 | 64.201 | 1 |
43-31 | 12.5 | -31.188 | 56.188 | 1 |
44-31 | 4 | -38.422 | 46.422 | 1 |
45-31 | 4 | -53.201 | 61.201 | 1 |
46-31 | 8.5 | -33.922 | 50.922 | 1 |
48-31 | 10.846 | -31.128 | 52.821 | 1 |
49-31 | 4 | -53.201 | 61.201 | 1 |
50-31 | 15.333 | -26.766 | 57.432 | 1 |
51-31 | 0 | -57.201 | 57.201 | 1 |
52-31 | 12.846 | -29.128 | 54.821 | 1 |
54-31 | 10.75 | -32.151 | 53.651 | 1 |
55-31 | 7.889 | -34.747 | 50.524 | 1 |
56-31 | 12.375 | -30.526 | 55.276 | 1 |
57-31 | 6 | -38.308 | 50.308 | 1 |
58-31 | 14 | -32.705 | 60.705 | 1 |
59-31 | 9.857 | -33.383 | 53.097 | 1 |
60-31 | 6.75 | -38.472 | 51.972 | 1 |
62-31 | 16.333 | -30.371 | 63.038 | 1 |
66-31 | 26.25 | -18.972 | 71.472 | 0.902 |
34-32 | 7.5 | -27.529 | 42.529 | 1 |
36-32 | -0.5 | -34.341 | 33.341 | 1 |
37-32 | 5.9 | -27.941 | 39.741 | 1 |
39-32 | 3.4 | -27.931 | 34.731 | 1 |
41-32 | 3.1 | -28.231 | 34.431 | 1 |
42-32 | 1.5 | -48.038 | 51.038 | 1 |
43-32 | 7 | -26.025 | 40.025 | 1 |
44-32 | -1.5 | -32.831 | 29.831 | 1 |
45-32 | -1.5 | -51.038 | 48.038 | 1 |
46-32 | 3 | -28.331 | 34.331 | 1 |
48-32 | 5.346 | -25.376 | 36.068 | 1 |
49-32 | -1.5 | -51.038 | 48.038 | 1 |
50-32 | 9.833 | -21.059 | 40.726 | 1 |
51-32 | -5.5 | -55.038 | 44.038 | 1 |
52-32 | 7.346 | -23.376 | 38.068 | 1 |
54-32 | 5.25 | -26.727 | 37.227 | 1 |
55-32 | 2.389 | -29.23 | 34.008 | 1 |
56-32 | 6.875 | -25.102 | 38.852 | 1 |
57-32 | 0.5 | -33.341 | 34.341 | 1 |
58-32 | 8.5 | -28.423 | 45.423 | 1 |
59-32 | 4.357 | -28.073 | 36.787 | 1 |
60-32 | 1.25 | -33.779 | 36.279 | 1 |
62-32 | 10.833 | -26.09 | 47.757 | 1 |
66-32 | 20.75 | -14.279 | 55.779 | 0.882 |
36-34 | -8 | -35.133 | 19.133 | 1 |
37-34 | -1.6 | -28.733 | 25.533 | 1 |
39-34 | -4.1 | -28.029 | 19.829 | 1 |
41-34 | -4.4 | -28.329 | 19.529 | 1 |
42-34 | -6 | -51.222 | 39.222 | 1 |
43-34 | -0.5 | -26.609 | 25.609 | 1 |
44-34 | -9 | -32.929 | 14.929 | 1 |
45-34 | -9 | -54.222 | 36.222 | 1 |
46-34 | -4.5 | -28.429 | 19.429 | 1 |
48-34 | -2.154 | -25.281 | 20.973 | 1 |
49-34 | -9 | -54.222 | 36.222 | 1 |
50-34 | 2.333 | -21.019 | 25.686 | 1 |
51-34 | -13 | -58.222 | 32.222 | 1 |
52-34 | -0.154 | -23.281 | 22.973 | 1 |
54-34 | -2.25 | -27.019 | 22.519 | 1 |
55-34 | -5.111 | -29.417 | 19.195 | 1 |
56-34 | -0.625 | -25.394 | 24.144 | 1 |
57-34 | -7 | -34.133 | 20.133 | 1 |
58-34 | 1 | -29.892 | 31.892 | 1 |
59-34 | -3.143 | -28.495 | 22.209 | 1 |
60-34 | -6.25 | -34.851 | 22.351 | 1 |
62-34 | 3.333 | -27.559 | 34.226 | 1 |
66-34 | 13.25 | -15.351 | 41.851 | 0.992 |
37-36 | 6.4 | -19.181 | 31.981 | 1 |
39-36 | 3.9 | -18.254 | 26.054 | 1 |
41-36 | 3.6 | -18.554 | 25.754 | 1 |
42-36 | 2 | -42.308 | 46.308 | 1 |
43-36 | 7.5 | -16.992 | 31.992 | 1 |
44-36 | -1 | -23.154 | 21.154 | 1 |
45-36 | -1 | -45.308 | 43.308 | 1 |
46-36 | 3.5 | -18.654 | 25.654 | 1 |
48-36 | 5.846 | -15.439 | 27.131 | 1 |
49-36 | -1 | -45.308 | 43.308 | 1 |
50-36 | 10.333 | -11.197 | 31.863 | 0.988 |
51-36 | -5 | -49.308 | 39.308 | 1 |
52-36 | 7.846 | -13.439 | 29.131 | 1 |
54-36 | 5.75 | -17.309 | 28.809 | 1 |
55-36 | 2.889 | -19.672 | 25.449 | 1 |
56-36 | 7.375 | -15.684 | 30.434 | 1 |
57-36 | 1 | -24.581 | 26.581 | 1 |
58-36 | 9 | -20.539 | 38.539 | 1 |
59-36 | 4.857 | -18.826 | 28.541 | 1 |
60-36 | 1.75 | -25.383 | 28.883 | 1 |
62-36 | 11.333 | -18.205 | 40.872 | 1 |
66-36 | 21.25 | -5.883 | 48.383 | 0.384 |
39-37 | -2.5 | -24.654 | 19.654 | 1 |
41-37 | -2.8 | -24.954 | 19.354 | 1 |
42-37 | -4.4 | -48.708 | 39.908 | 1 |
43-37 | 1.1 | -23.392 | 25.592 | 1 |
44-37 | -7.4 | -29.554 | 14.754 | 1 |
45-37 | -7.4 | -51.708 | 36.908 | 1 |
46-37 | -2.9 | -25.054 | 19.254 | 1 |
48-37 | -0.554 | -21.839 | 20.731 | 1 |
49-37 | -7.4 | -51.708 | 36.908 | 1 |
50-37 | 3.933 | -17.597 | 25.463 | 1 |
51-37 | -11.4 | -55.708 | 32.908 | 1 |
52-37 | 1.446 | -19.839 | 22.731 | 1 |
54-37 | -0.65 | -23.709 | 22.409 | 1 |
55-37 | -3.511 | -26.072 | 19.049 | 1 |
56-37 | 0.975 | -22.084 | 24.034 | 1 |
57-37 | -5.4 | -30.981 | 20.181 | 1 |
58-37 | 2.6 | -26.939 | 32.139 | 1 |
59-37 | -1.543 | -25.226 | 22.141 | 1 |
60-37 | -4.65 | -31.783 | 22.483 | 1 |
62-37 | 4.933 | -24.605 | 34.472 | 1 |
66-37 | 14.85 | -12.283 | 41.983 | 0.944 |
41-39 | -0.3 | -18.389 | 17.789 | 1 |
42-39 | -1.9 | -44.322 | 40.522 | 1 |
43-39 | 3.6 | -17.287 | 24.487 | 1 |
44-39 | -4.9 | -22.989 | 13.189 | 1 |
45-39 | -4.9 | -47.322 | 37.522 | 1 |
46-39 | -0.4 | -18.489 | 17.689 | 1 |
48-39 | 1.946 | -15.067 | 18.959 | 1 |
49-39 | -4.9 | -47.322 | 37.522 | 1 |
50-39 | 6.433 | -10.885 | 23.752 | 1 |
51-39 | -8.9 | -51.322 | 33.522 | 1 |
52-39 | 3.946 | -13.067 | 20.959 | 1 |
54-39 | 1.85 | -17.336 | 21.036 | 1 |
55-39 | -1.011 | -19.595 | 17.573 | 1 |
56-39 | 3.475 | -15.711 | 22.661 | 1 |
57-39 | -2.9 | -25.054 | 19.254 | 1 |
58-39 | 5.1 | -21.526 | 31.726 | 1 |
59-39 | 0.957 | -18.976 | 20.89 | 1 |
60-39 | -2.15 | -26.079 | 21.779 | 1 |
62-39 | 7.433 | -19.192 | 34.059 | 1 |
66-39 | 17.35 | -6.579 | 41.279 | 0.548 |
42-41 | -1.6 | -44.022 | 40.822 | 1 |
43-41 | 3.9 | -16.987 | 24.787 | 1 |
44-41 | -4.6 | -22.689 | 13.489 | 1 |
45-41 | -4.6 | -47.022 | 37.822 | 1 |
46-41 | -0.1 | -18.189 | 17.989 | 1 |
48-41 | 2.246 | -14.767 | 19.259 | 1 |
49-41 | -4.6 | -47.022 | 37.822 | 1 |
50-41 | 6.733 | -10.585 | 24.052 | 0.999 |
51-41 | -8.6 | -51.022 | 33.822 | 1 |
52-41 | 4.246 | -12.767 | 21.259 | 1 |
54-41 | 2.15 | -17.036 | 21.336 | 1 |
55-41 | -0.711 | -19.295 | 17.873 | 1 |
56-41 | 3.775 | -15.411 | 22.961 | 1 |
57-41 | -2.6 | -24.754 | 19.554 | 1 |
58-41 | 5.4 | -21.226 | 32.026 | 1 |
59-41 | 1.257 | -18.676 | 21.19 | 1 |
60-41 | -1.85 | -25.779 | 22.079 | 1 |
62-41 | 7.733 | -18.892 | 34.359 | 1 |
66-41 | 17.65 | -6.279 | 41.579 | 0.511 |
43-42 | 5.5 | -38.188 | 49.188 | 1 |
44-42 | -3 | -45.422 | 39.422 | 1 |
45-42 | -3 | -60.201 | 54.201 | 1 |
46-42 | 1.5 | -40.922 | 43.922 | 1 |
48-42 | 3.846 | -38.128 | 45.821 | 1 |
49-42 | -3 | -60.201 | 54.201 | 1 |
50-42 | 8.333 | -33.766 | 50.432 | 1 |
51-42 | -7 | -64.201 | 50.201 | 1 |
52-42 | 5.846 | -36.128 | 47.821 | 1 |
54-42 | 3.75 | -39.151 | 46.651 | 1 |
55-42 | 0.889 | -41.747 | 43.524 | 1 |
56-42 | 5.375 | -37.526 | 48.276 | 1 |
57-42 | -1 | -45.308 | 43.308 | 1 |
58-42 | 7 | -39.705 | 53.705 | 1 |
59-42 | 2.857 | -40.383 | 46.097 | 1 |
60-42 | -0.25 | -45.472 | 44.972 | 1 |
62-42 | 9.333 | -37.371 | 56.038 | 1 |
66-42 | 19.25 | -25.972 | 64.472 | 0.998 |
44-43 | -8.5 | -29.387 | 12.387 | 0.999 |
45-43 | -8.5 | -52.188 | 35.188 | 1 |
46-43 | -4 | -24.887 | 16.887 | 1 |
48-43 | -1.654 | -21.617 | 18.309 | 1 |
49-43 | -8.5 | -52.188 | 35.188 | 1 |
50-43 | 2.833 | -17.39 | 23.057 | 1 |
51-43 | -12.5 | -56.188 | 31.188 | 1 |
52-43 | 0.346 | -19.617 | 20.309 | 1 |
54-43 | -1.75 | -23.594 | 20.094 | 1 |
55-43 | -4.611 | -25.929 | 16.707 | 1 |
56-43 | -0.125 | -21.969 | 21.719 | 1 |
57-43 | -6.5 | -30.992 | 17.992 | 1 |
58-43 | 1.5 | -27.101 | 30.101 | 1 |
59-43 | -2.643 | -25.146 | 19.86 | 1 |
60-43 | -5.75 | -31.859 | 20.359 | 1 |
62-43 | 3.833 | -24.767 | 32.434 | 1 |
66-43 | 13.75 | -12.359 | 39.859 | 0.963 |
45-44 | 0 | -42.422 | 42.422 | 1 |
46-44 | 4.5 | -13.589 | 22.589 | 1 |
48-44 | 6.846 | -10.167 | 23.859 | 0.999 |
49-44 | 0 | -42.422 | 42.422 | 1 |
50-44 | 11.333 | -5.985 | 28.652 | 0.747 |
51-44 | -4 | -46.422 | 38.422 | 1 |
52-44 | 8.846 | -8.167 | 25.859 | 0.968 |
54-44 | 6.75 | -12.436 | 25.936 | 1 |
55-44 | 3.889 | -14.695 | 22.473 | 1 |
56-44 | 8.375 | -10.811 | 27.561 | 0.997 |
57-44 | 2 | -20.154 | 24.154 | 1 |
58-44 | 10 | -16.626 | 36.626 | 1 |
59-44 | 5.857 | -14.076 | 25.79 | 1 |
60-44 | 2.75 | -21.179 | 26.679 | 1 |
62-44 | 12.333 | -14.292 | 38.959 | 0.992 |
66-44 | 22.25 | -1.679 | 46.179 | 0.108 |
46-45 | 4.5 | -37.922 | 46.922 | 1 |
48-45 | 6.846 | -35.128 | 48.821 | 1 |
49-45 | 0 | -57.201 | 57.201 | 1 |
50-45 | 11.333 | -30.766 | 53.432 | 1 |
51-45 | -4 | -61.201 | 53.201 | 1 |
52-45 | 8.846 | -33.128 | 50.821 | 1 |
54-45 | 6.75 | -36.151 | 49.651 | 1 |
55-45 | 3.889 | -38.747 | 46.524 | 1 |
56-45 | 8.375 | -34.526 | 51.276 | 1 |
57-45 | 2 | -42.308 | 46.308 | 1 |
58-45 | 10 | -36.705 | 56.705 | 1 |
59-45 | 5.857 | -37.383 | 49.097 | 1 |
60-45 | 2.75 | -42.472 | 47.972 | 1 |
62-45 | 12.333 | -34.371 | 59.038 | 1 |
66-45 | 22.25 | -22.972 | 67.472 | 0.983 |
48-46 | 2.346 | -14.667 | 19.359 | 1 |
49-46 | -4.5 | -46.922 | 37.922 | 1 |
50-46 | 6.833 | -10.485 | 24.152 | 0.999 |
51-46 | -8.5 | -50.922 | 33.922 | 1 |
52-46 | 4.346 | -12.667 | 21.359 | 1 |
54-46 | 2.25 | -16.936 | 21.436 | 1 |
55-46 | -0.611 | -19.195 | 17.973 | 1 |
56-46 | 3.875 | -15.311 | 23.061 | 1 |
57-46 | -2.5 | -24.654 | 19.654 | 1 |
58-46 | 5.5 | -21.126 | 32.126 | 1 |
59-46 | 1.357 | -18.576 | 21.29 | 1 |
60-46 | -1.75 | -25.679 | 22.179 | 1 |
62-46 | 7.833 | -18.792 | 34.459 | 1 |
66-46 | 17.75 | -6.179 | 41.679 | 0.499 |
49-48 | -6.846 | -48.821 | 35.128 | 1 |
50-48 | 4.487 | -11.705 | 20.679 | 1 |
51-48 | -10.846 | -52.821 | 31.128 | 1 |
52-48 | 2 | -13.865 | 17.865 | 1 |
54-48 | -0.096 | -18.272 | 18.079 | 1 |
55-48 | -2.957 | -20.496 | 14.582 | 1 |
56-48 | 1.529 | -16.647 | 19.704 | 1 |
57-48 | -4.846 | -26.131 | 16.439 | 1 |
58-48 | 3.154 | -22.753 | 29.061 | 1 |
59-48 | -0.989 | -19.951 | 17.973 | 1 |
60-48 | -4.096 | -27.223 | 19.031 | 1 |
62-48 | 5.487 | -20.42 | 31.394 | 1 |
66-48 | 15.404 | -7.723 | 38.531 | 0.716 |
50-49 | 11.333 | -30.766 | 53.432 | 1 |
51-49 | -4 | -61.201 | 53.201 | 1 |
52-49 | 8.846 | -33.128 | 50.821 | 1 |
54-49 | 6.75 | -36.151 | 49.651 | 1 |
55-49 | 3.889 | -38.747 | 46.524 | 1 |
56-49 | 8.375 | -34.526 | 51.276 | 1 |
57-49 | 2 | -42.308 | 46.308 | 1 |
58-49 | 10 | -36.705 | 56.705 | 1 |
59-49 | 5.857 | -37.383 | 49.097 | 1 |
60-49 | 2.75 | -42.472 | 47.972 | 1 |
62-49 | 12.333 | -34.371 | 59.038 | 1 |
66-49 | 22.25 | -22.972 | 67.472 | 0.983 |
51-50 | -15.333 | -57.432 | 26.766 | 1 |
52-50 | -2.487 | -18.679 | 13.705 | 1 |
54-50 | -4.583 | -23.045 | 13.878 | 1 |
55-50 | -7.444 | -25.28 | 10.391 | 0.998 |
56-50 | -2.958 | -21.42 | 15.503 | 1 |
57-50 | -9.333 | -30.863 | 12.197 | 0.997 |
58-50 | -1.333 | -27.442 | 24.775 | 1 |
59-50 | -5.476 | -24.713 | 13.76 | 1 |
60-50 | -8.583 | -31.936 | 14.769 | 1 |
62-50 | 1 | -25.109 | 27.109 | 1 |
66-50 | 10.917 | -12.436 | 34.269 | 0.991 |
52-51 | 12.846 | -29.128 | 54.821 | 1 |
54-51 | 10.75 | -32.151 | 53.651 | 1 |
55-51 | 7.889 | -34.747 | 50.524 | 1 |
56-51 | 12.375 | -30.526 | 55.276 | 1 |
57-51 | 6 | -38.308 | 50.308 | 1 |
58-51 | 14 | -32.705 | 60.705 | 1 |
59-51 | 9.857 | -33.383 | 53.097 | 1 |
60-51 | 6.75 | -38.472 | 51.972 | 1 |
62-51 | 16.333 | -30.371 | 63.038 | 1 |
66-51 | 26.25 | -18.972 | 71.472 | 0.902 |
54-52 | -2.096 | -20.272 | 16.079 | 1 |
55-52 | -4.957 | -22.496 | 12.582 | 1 |
56-52 | -0.471 | -18.647 | 17.704 | 1 |
57-52 | -6.846 | -28.131 | 14.439 | 1 |
58-52 | 1.154 | -24.753 | 27.061 | 1 |
59-52 | -2.989 | -21.951 | 15.973 | 1 |
60-52 | -6.096 | -29.223 | 17.031 | 1 |
62-52 | 3.487 | -22.42 | 29.394 | 1 |
66-52 | 13.404 | -9.723 | 36.531 | 0.903 |
55-54 | -2.861 | -22.515 | 16.793 | 1 |
56-54 | 1.625 | -18.599 | 21.849 | 1 |
57-54 | -4.75 | -27.809 | 18.309 | 1 |
58-54 | 3.25 | -24.133 | 30.633 | 1 |
59-54 | -0.893 | -21.826 | 20.041 | 1 |
60-54 | -4 | -28.769 | 20.769 | 1 |
62-54 | 5.583 | -21.8 | 32.966 | 1 |
66-54 | 15.5 | -9.269 | 40.269 | 0.816 |
56-55 | 4.486 | -15.168 | 24.14 | 1 |
57-55 | -1.889 | -24.449 | 20.672 | 1 |
58-55 | 6.111 | -20.854 | 33.076 | 1 |
59-55 | 1.968 | -18.415 | 22.352 | 1 |
60-55 | -1.139 | -25.445 | 23.167 | 1 |
62-55 | 8.444 | -18.521 | 35.409 | 1 |
66-55 | 18.361 | -5.945 | 42.667 | 0.46 |
57-56 | -6.375 | -29.434 | 16.684 | 1 |
58-56 | 1.625 | -25.758 | 29.008 | 1 |
59-56 | -2.518 | -23.451 | 18.416 | 1 |
60-56 | -5.625 | -30.394 | 19.144 | 1 |
62-56 | 3.958 | -23.425 | 31.341 | 1 |
66-56 | 13.875 | -10.894 | 38.644 | 0.93 |
58-57 | 8 | -21.539 | 37.539 | 1 |
59-57 | 3.857 | -19.826 | 27.541 | 1 |
60-57 | 0.75 | -26.383 | 27.883 | 1 |
62-57 | 10.333 | -19.205 | 39.872 | 1 |
66-57 | 20.25 | -6.883 | 47.383 | 0.486 |
59-58 | -4.143 | -32.054 | 23.769 | 1 |
60-58 | -7.25 | -38.142 | 23.642 | 1 |
62-58 | 2.333 | -30.692 | 35.359 | 1 |
66-58 | 12.25 | -18.642 | 43.142 | 0.999 |
60-59 | -3.107 | -28.459 | 22.245 | 1 |
62-59 | 6.476 | -21.435 | 34.388 | 1 |
66-59 | 16.393 | -8.959 | 41.745 | 0.767 |
62-60 | 9.583 | -21.309 | 40.476 | 1 |
66-60 | 19.5 | -9.101 | 48.101 | 0.673 |
66-62 | 9.917 | -20.976 | 40.809 | 1 |
Levenes Test for Homogeneity of Variance | |||
Df | F value | Pr(>F) | |
Group | 26 | 0.576 | 0.949 |
133 |