ANOVA Model | |||||||||||||||||||||||||||
MVRBIQ0 ~ MC30VRB | |||||||||||||||||||||||||||
means | 79 | -4 | 1.5 | 9 | 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 | 2860.87 | 110.033 | 0.975 | 0.507 |
Residuals | 125 | 14113.446 | 112.908 |
Tukey Honest Significant Difference Comparisons | ||||
diff | lwr | upr | p adj | |
31-30 | -4 | -48.942 | 40.942 | 1 |
32-30 | 1.5 | -33.312 | 36.312 | 1 |
34-30 | 9 | -19.424 | 37.424 | 1 |
36-30 | 4.25 | -24.174 | 32.674 | 1 |
37-30 | 7.4 | -19.565 | 34.365 | 1 |
39-30 | 4.9 | -18.881 | 28.681 | 1 |
41-30 | 3.75 | -20.866 | 28.366 | 1 |
42-30 | 3 | -41.942 | 47.942 | 1 |
43-30 | 8.5 | -17.447 | 34.447 | 1 |
44-30 | 0 | -23.781 | 23.781 | 1 |
45-30 | 0 | -44.942 | 44.942 | 1 |
46-30 | 4.5 | -19.281 | 28.281 | 1 |
48-30 | 5.8 | -17.981 | 29.581 | 1 |
49-30 | 0 | -44.942 | 44.942 | 1 |
50-30 | 11.333 | -11.875 | 34.541 | 0.984 |
51-30 | -4 | -48.942 | 40.942 | 1 |
52-30 | 8.417 | -14.791 | 31.625 | 1 |
54-30 | 6.75 | -17.866 | 31.366 | 1 |
55-30 | 3.889 | -20.267 | 28.044 | 1 |
56-30 | 9 | -16.195 | 34.195 | 1 |
57-30 | 2 | -24.965 | 28.965 | 1 |
58-30 | 10 | -20.701 | 40.701 | 1 |
59-30 | 5.857 | -19.338 | 31.052 | 1 |
60-30 | 2.75 | -25.674 | 31.174 | 1 |
62-30 | 12.333 | -18.368 | 43.034 | 0.999 |
66-30 | 22.25 | -6.174 | 50.674 | 0.383 |
32-31 | 5.5 | -43.731 | 54.731 | 1 |
34-31 | 13 | -31.942 | 57.942 | 1 |
36-31 | 8.25 | -36.692 | 53.192 | 1 |
37-31 | 11.4 | -32.634 | 55.434 | 1 |
39-31 | 8.9 | -33.259 | 51.059 | 1 |
41-31 | 7.75 | -34.886 | 50.386 | 1 |
42-31 | 7 | -49.847 | 63.847 | 1 |
43-31 | 12.5 | -30.918 | 55.918 | 1 |
44-31 | 4 | -38.159 | 46.159 | 1 |
45-31 | 4 | -52.847 | 60.847 | 1 |
46-31 | 8.5 | -33.659 | 50.659 | 1 |
48-31 | 9.8 | -32.359 | 51.959 | 1 |
49-31 | 4 | -52.847 | 60.847 | 1 |
50-31 | 15.333 | -26.505 | 57.172 | 1 |
51-31 | 0 | -56.847 | 56.847 | 1 |
52-31 | 12.417 | -29.422 | 54.255 | 1 |
54-31 | 10.75 | -31.886 | 53.386 | 1 |
55-31 | 7.889 | -34.483 | 50.26 | 1 |
56-31 | 13 | -29.973 | 55.973 | 1 |
57-31 | 6 | -38.034 | 50.034 | 1 |
58-31 | 14 | -32.416 | 60.416 | 1 |
59-31 | 9.857 | -33.115 | 52.83 | 1 |
60-31 | 6.75 | -38.192 | 51.692 | 1 |
62-31 | 16.333 | -30.082 | 62.749 | 1 |
66-31 | 26.25 | -18.692 | 71.192 | 0.894 |
34-32 | 7.5 | -27.312 | 42.312 | 1 |
36-32 | 2.75 | -32.062 | 37.562 | 1 |
37-32 | 5.9 | -27.731 | 39.531 | 1 |
39-32 | 3.4 | -27.737 | 34.537 | 1 |
41-32 | 2.25 | -29.529 | 34.029 | 1 |
42-32 | 1.5 | -47.731 | 50.731 | 1 |
43-32 | 7 | -25.821 | 39.821 | 1 |
44-32 | -1.5 | -32.637 | 29.637 | 1 |
45-32 | -1.5 | -50.731 | 47.731 | 1 |
46-32 | 3 | -28.137 | 34.137 | 1 |
48-32 | 4.3 | -26.837 | 35.437 | 1 |
49-32 | -1.5 | -50.731 | 47.731 | 1 |
50-32 | 9.833 | -20.868 | 40.534 | 1 |
51-32 | -5.5 | -54.731 | 43.731 | 1 |
52-32 | 6.917 | -23.784 | 37.618 | 1 |
54-32 | 5.25 | -26.529 | 37.029 | 1 |
55-32 | 2.389 | -29.035 | 33.812 | 1 |
56-32 | 7.5 | -24.729 | 39.729 | 1 |
57-32 | 0.5 | -33.131 | 34.131 | 1 |
58-32 | 8.5 | -28.195 | 45.195 | 1 |
59-32 | 4.357 | -27.872 | 36.587 | 1 |
60-32 | 1.25 | -33.562 | 36.062 | 1 |
62-32 | 10.833 | -25.862 | 47.528 | 1 |
66-32 | 20.75 | -14.062 | 55.562 | 0.874 |
36-34 | -4.75 | -33.174 | 23.674 | 1 |
37-34 | -1.6 | -28.565 | 25.365 | 1 |
39-34 | -4.1 | -27.881 | 19.681 | 1 |
41-34 | -5.25 | -29.866 | 19.366 | 1 |
42-34 | -6 | -50.942 | 38.942 | 1 |
43-34 | -0.5 | -26.447 | 25.447 | 1 |
44-34 | -9 | -32.781 | 14.781 | 1 |
45-34 | -9 | -53.942 | 35.942 | 1 |
46-34 | -4.5 | -28.281 | 19.281 | 1 |
48-34 | -3.2 | -26.981 | 20.581 | 1 |
49-34 | -9 | -53.942 | 35.942 | 1 |
50-34 | 2.333 | -20.875 | 25.541 | 1 |
51-34 | -13 | -57.942 | 31.942 | 1 |
52-34 | -0.583 | -23.791 | 22.625 | 1 |
54-34 | -2.25 | -26.866 | 22.366 | 1 |
55-34 | -5.111 | -29.267 | 19.044 | 1 |
56-34 | 0 | -25.195 | 25.195 | 1 |
57-34 | -7 | -33.965 | 19.965 | 1 |
58-34 | 1 | -29.701 | 31.701 | 1 |
59-34 | -3.143 | -28.338 | 22.052 | 1 |
60-34 | -6.25 | -34.674 | 22.174 | 1 |
62-34 | 3.333 | -27.368 | 34.034 | 1 |
66-34 | 13.25 | -15.174 | 41.674 | 0.991 |
37-36 | 3.15 | -23.815 | 30.115 | 1 |
39-36 | 0.65 | -23.131 | 24.431 | 1 |
41-36 | -0.5 | -25.116 | 24.116 | 1 |
42-36 | -1.25 | -46.192 | 43.692 | 1 |
43-36 | 4.25 | -21.697 | 30.197 | 1 |
44-36 | -4.25 | -28.031 | 19.531 | 1 |
45-36 | -4.25 | -49.192 | 40.692 | 1 |
46-36 | 0.25 | -23.531 | 24.031 | 1 |
48-36 | 1.55 | -22.231 | 25.331 | 1 |
49-36 | -4.25 | -49.192 | 40.692 | 1 |
50-36 | 7.083 | -16.125 | 30.291 | 1 |
51-36 | -8.25 | -53.192 | 36.692 | 1 |
52-36 | 4.167 | -19.041 | 27.375 | 1 |
54-36 | 2.5 | -22.116 | 27.116 | 1 |
55-36 | -0.361 | -24.517 | 23.794 | 1 |
56-36 | 4.75 | -20.445 | 29.945 | 1 |
57-36 | -2.25 | -29.215 | 24.715 | 1 |
58-36 | 5.75 | -24.951 | 36.451 | 1 |
59-36 | 1.607 | -23.588 | 26.802 | 1 |
60-36 | -1.5 | -29.924 | 26.924 | 1 |
62-36 | 8.083 | -22.618 | 38.784 | 1 |
66-36 | 18 | -10.424 | 46.424 | 0.796 |
39-37 | -2.5 | -24.517 | 19.517 | 1 |
41-37 | -3.65 | -26.566 | 19.266 | 1 |
42-37 | -4.4 | -48.434 | 39.634 | 1 |
43-37 | 1.1 | -23.241 | 25.441 | 1 |
44-37 | -7.4 | -29.417 | 14.617 | 1 |
45-37 | -7.4 | -51.434 | 36.634 | 1 |
46-37 | -2.9 | -24.917 | 19.117 | 1 |
48-37 | -1.6 | -23.617 | 20.417 | 1 |
49-37 | -7.4 | -51.434 | 36.634 | 1 |
50-37 | 3.933 | -17.463 | 25.33 | 1 |
51-37 | -11.4 | -55.434 | 32.634 | 1 |
52-37 | 1.017 | -20.38 | 22.413 | 1 |
54-37 | -0.65 | -23.566 | 22.266 | 1 |
55-37 | -3.511 | -25.932 | 18.91 | 1 |
56-37 | 1.6 | -21.937 | 25.137 | 1 |
57-37 | -5.4 | -30.823 | 20.023 | 1 |
58-37 | 2.6 | -26.756 | 31.956 | 1 |
59-37 | -1.543 | -25.08 | 21.994 | 1 |
60-37 | -4.65 | -31.615 | 22.315 | 1 |
62-37 | 4.933 | -24.423 | 34.289 | 1 |
66-37 | 14.85 | -12.115 | 41.815 | 0.939 |
41-39 | -1.15 | -20.217 | 17.917 | 1 |
42-39 | -1.9 | -44.059 | 40.259 | 1 |
43-39 | 3.6 | -17.158 | 24.358 | 1 |
44-39 | -4.9 | -22.877 | 13.077 | 1 |
45-39 | -4.9 | -47.059 | 37.259 | 1 |
46-39 | -0.4 | -18.377 | 17.577 | 1 |
48-39 | 0.9 | -17.077 | 18.877 | 1 |
49-39 | -4.9 | -47.059 | 37.259 | 1 |
50-39 | 6.433 | -10.778 | 23.645 | 1 |
51-39 | -8.9 | -51.059 | 33.259 | 1 |
52-39 | 3.517 | -13.695 | 20.728 | 1 |
54-39 | 1.85 | -17.217 | 20.917 | 1 |
55-39 | -1.011 | -19.48 | 17.458 | 1 |
56-39 | 4.1 | -15.709 | 23.909 | 1 |
57-39 | -2.9 | -24.917 | 19.117 | 1 |
58-39 | 5.1 | -21.361 | 31.561 | 1 |
59-39 | 0.957 | -18.852 | 20.767 | 1 |
60-39 | -2.15 | -25.931 | 21.631 | 1 |
62-39 | 7.433 | -19.028 | 33.894 | 1 |
66-39 | 17.35 | -6.431 | 41.131 | 0.532 |
42-41 | -0.75 | -43.386 | 41.886 | 1 |
43-41 | 4.75 | -16.959 | 26.459 | 1 |
44-41 | -3.75 | -22.817 | 15.317 | 1 |
45-41 | -3.75 | -46.386 | 38.886 | 1 |
46-41 | 0.75 | -18.317 | 19.817 | 1 |
48-41 | 2.05 | -17.017 | 21.117 | 1 |
49-41 | -3.75 | -46.386 | 38.886 | 1 |
50-41 | 7.583 | -10.764 | 25.931 | 0.998 |
51-41 | -7.75 | -50.386 | 34.886 | 1 |
52-41 | 4.667 | -13.681 | 23.014 | 1 |
54-41 | 3 | -17.099 | 23.099 | 1 |
55-41 | 0.139 | -19.393 | 19.671 | 1 |
56-41 | 5.25 | -15.554 | 26.054 | 1 |
57-41 | -1.75 | -24.666 | 21.166 | 1 |
58-41 | 6.25 | -20.964 | 33.464 | 1 |
59-41 | 2.107 | -18.697 | 22.911 | 1 |
60-41 | -1 | -25.616 | 23.616 | 1 |
62-41 | 8.583 | -18.63 | 35.797 | 1 |
66-41 | 18.5 | -6.116 | 43.116 | 0.469 |
43-42 | 5.5 | -37.918 | 48.918 | 1 |
44-42 | -3 | -45.159 | 39.159 | 1 |
45-42 | -3 | -59.847 | 53.847 | 1 |
46-42 | 1.5 | -40.659 | 43.659 | 1 |
48-42 | 2.8 | -39.359 | 44.959 | 1 |
49-42 | -3 | -59.847 | 53.847 | 1 |
50-42 | 8.333 | -33.505 | 50.172 | 1 |
51-42 | -7 | -63.847 | 49.847 | 1 |
52-42 | 5.417 | -36.422 | 47.255 | 1 |
54-42 | 3.75 | -38.886 | 46.386 | 1 |
55-42 | 0.889 | -41.483 | 43.26 | 1 |
56-42 | 6 | -36.973 | 48.973 | 1 |
57-42 | -1 | -45.034 | 43.034 | 1 |
58-42 | 7 | -39.416 | 53.416 | 1 |
59-42 | 2.857 | -40.115 | 45.83 | 1 |
60-42 | -0.25 | -45.192 | 44.692 | 1 |
62-42 | 9.333 | -37.082 | 55.749 | 1 |
66-42 | 19.25 | -25.692 | 64.192 | 0.997 |
44-43 | -8.5 | -29.258 | 12.258 | 0.999 |
45-43 | -8.5 | -51.918 | 34.918 | 1 |
46-43 | -4 | -24.758 | 16.758 | 1 |
48-43 | -2.7 | -23.458 | 18.058 | 1 |
49-43 | -8.5 | -51.918 | 34.918 | 1 |
50-43 | 2.833 | -17.265 | 22.932 | 1 |
51-43 | -12.5 | -55.918 | 30.918 | 1 |
52-43 | -0.083 | -20.182 | 20.015 | 1 |
54-43 | -1.75 | -23.459 | 19.959 | 1 |
55-43 | -4.611 | -25.797 | 16.575 | 1 |
56-43 | 0.5 | -21.864 | 22.864 | 1 |
57-43 | -6.5 | -30.841 | 17.841 | 1 |
58-43 | 1.5 | -26.924 | 29.924 | 1 |
59-43 | -2.643 | -25.007 | 19.721 | 1 |
60-43 | -5.75 | -31.697 | 20.197 | 1 |
62-43 | 3.833 | -24.59 | 32.257 | 1 |
66-43 | 13.75 | -12.197 | 39.697 | 0.959 |
45-44 | 0 | -42.159 | 42.159 | 1 |
46-44 | 4.5 | -13.477 | 22.477 | 1 |
48-44 | 5.8 | -12.177 | 23.777 | 1 |
49-44 | 0 | -42.159 | 42.159 | 1 |
50-44 | 11.333 | -5.878 | 28.545 | 0.734 |
51-44 | -4 | -46.159 | 38.159 | 1 |
52-44 | 8.417 | -8.795 | 25.628 | 0.984 |
54-44 | 6.75 | -12.317 | 25.817 | 1 |
55-44 | 3.889 | -14.58 | 22.358 | 1 |
56-44 | 9 | -10.809 | 28.809 | 0.994 |
57-44 | 2 | -20.017 | 24.017 | 1 |
58-44 | 10 | -16.461 | 36.461 | 1 |
59-44 | 5.857 | -13.952 | 25.667 | 1 |
60-44 | 2.75 | -21.031 | 26.531 | 1 |
62-44 | 12.333 | -14.128 | 38.794 | 0.991 |
66-44 | 22.25 | -1.531 | 46.031 | 0.101 |
46-45 | 4.5 | -37.659 | 46.659 | 1 |
48-45 | 5.8 | -36.359 | 47.959 | 1 |
49-45 | 0 | -56.847 | 56.847 | 1 |
50-45 | 11.333 | -30.505 | 53.172 | 1 |
51-45 | -4 | -60.847 | 52.847 | 1 |
52-45 | 8.417 | -33.422 | 50.255 | 1 |
54-45 | 6.75 | -35.886 | 49.386 | 1 |
55-45 | 3.889 | -38.483 | 46.26 | 1 |
56-45 | 9 | -33.973 | 51.973 | 1 |
57-45 | 2 | -42.034 | 46.034 | 1 |
58-45 | 10 | -36.416 | 56.416 | 1 |
59-45 | 5.857 | -37.115 | 48.83 | 1 |
60-45 | 2.75 | -42.192 | 47.692 | 1 |
62-45 | 12.333 | -34.082 | 58.749 | 1 |
66-45 | 22.25 | -22.692 | 67.192 | 0.981 |
48-46 | 1.3 | -16.677 | 19.277 | 1 |
49-46 | -4.5 | -46.659 | 37.659 | 1 |
50-46 | 6.833 | -10.378 | 24.045 | 0.999 |
51-46 | -8.5 | -50.659 | 33.659 | 1 |
52-46 | 3.917 | -13.295 | 21.128 | 1 |
54-46 | 2.25 | -16.817 | 21.317 | 1 |
55-46 | -0.611 | -19.08 | 17.858 | 1 |
56-46 | 4.5 | -15.309 | 24.309 | 1 |
57-46 | -2.5 | -24.517 | 19.517 | 1 |
58-46 | 5.5 | -20.961 | 31.961 | 1 |
59-46 | 1.357 | -18.452 | 21.167 | 1 |
60-46 | -1.75 | -25.531 | 22.031 | 1 |
62-46 | 7.833 | -18.628 | 34.294 | 1 |
66-46 | 17.75 | -6.031 | 41.531 | 0.483 |
49-48 | -5.8 | -47.959 | 36.359 | 1 |
50-48 | 5.533 | -11.678 | 22.745 | 1 |
51-48 | -9.8 | -51.959 | 32.359 | 1 |
52-48 | 2.617 | -14.595 | 19.828 | 1 |
54-48 | 0.95 | -18.117 | 20.017 | 1 |
55-48 | -1.911 | -20.38 | 16.558 | 1 |
56-48 | 3.2 | -16.609 | 23.009 | 1 |
57-48 | -3.8 | -25.817 | 18.217 | 1 |
58-48 | 4.2 | -22.261 | 30.661 | 1 |
59-48 | 0.057 | -19.752 | 19.867 | 1 |
60-48 | -3.05 | -26.831 | 20.731 | 1 |
62-48 | 6.533 | -19.928 | 32.994 | 1 |
66-48 | 16.45 | -7.331 | 40.231 | 0.642 |
50-49 | 11.333 | -30.505 | 53.172 | 1 |
51-49 | -4 | -60.847 | 52.847 | 1 |
52-49 | 8.417 | -33.422 | 50.255 | 1 |
54-49 | 6.75 | -35.886 | 49.386 | 1 |
55-49 | 3.889 | -38.483 | 46.26 | 1 |
56-49 | 9 | -33.973 | 51.973 | 1 |
57-49 | 2 | -42.034 | 46.034 | 1 |
58-49 | 10 | -36.416 | 56.416 | 1 |
59-49 | 5.857 | -37.115 | 48.83 | 1 |
60-49 | 2.75 | -42.192 | 47.692 | 1 |
62-49 | 12.333 | -34.082 | 58.749 | 1 |
66-49 | 22.25 | -22.692 | 67.192 | 0.981 |
51-50 | -15.333 | -57.172 | 26.505 | 1 |
52-50 | -2.917 | -19.327 | 13.494 | 1 |
54-50 | -4.583 | -22.931 | 13.764 | 1 |
55-50 | -7.444 | -25.17 | 10.281 | 0.998 |
56-50 | -2.333 | -21.451 | 16.784 | 1 |
57-50 | -9.333 | -30.73 | 12.063 | 0.997 |
58-50 | -1.333 | -27.281 | 24.614 | 1 |
59-50 | -5.476 | -24.594 | 13.641 | 1 |
60-50 | -8.583 | -31.791 | 14.625 | 1 |
62-50 | 1 | -24.947 | 26.947 | 1 |
66-50 | 10.917 | -12.291 | 34.125 | 0.99 |
52-51 | 12.417 | -29.422 | 54.255 | 1 |
54-51 | 10.75 | -31.886 | 53.386 | 1 |
55-51 | 7.889 | -34.483 | 50.26 | 1 |
56-51 | 13 | -29.973 | 55.973 | 1 |
57-51 | 6 | -38.034 | 50.034 | 1 |
58-51 | 14 | -32.416 | 60.416 | 1 |
59-51 | 9.857 | -33.115 | 52.83 | 1 |
60-51 | 6.75 | -38.192 | 51.692 | 1 |
62-51 | 16.333 | -30.082 | 62.749 | 1 |
66-51 | 26.25 | -18.692 | 71.192 | 0.894 |
54-52 | -1.667 | -20.014 | 16.681 | 1 |
55-52 | -4.528 | -22.253 | 13.198 | 1 |
56-52 | 0.583 | -18.534 | 19.701 | 1 |
57-52 | -6.417 | -27.813 | 14.98 | 1 |
58-52 | 1.583 | -24.364 | 27.531 | 1 |
59-52 | -2.56 | -21.677 | 16.558 | 1 |
60-52 | -5.667 | -28.875 | 17.541 | 1 |
62-52 | 3.917 | -22.031 | 29.864 | 1 |
66-52 | 13.833 | -9.375 | 37.041 | 0.874 |
55-54 | -2.861 | -22.393 | 16.671 | 1 |
56-54 | 2.25 | -18.554 | 23.054 | 1 |
57-54 | -4.75 | -27.666 | 18.166 | 1 |
58-54 | 3.25 | -23.964 | 30.464 | 1 |
59-54 | -0.893 | -21.697 | 19.911 | 1 |
60-54 | -4 | -28.616 | 20.616 | 1 |
62-54 | 5.583 | -21.63 | 32.797 | 1 |
66-54 | 15.5 | -9.116 | 40.116 | 0.805 |
56-55 | 5.111 | -15.146 | 25.369 | 1 |
57-55 | -1.889 | -24.31 | 20.532 | 1 |
58-55 | 6.111 | -20.687 | 32.909 | 1 |
59-55 | 1.968 | -18.289 | 22.226 | 1 |
60-55 | -1.139 | -25.294 | 23.017 | 1 |
62-55 | 8.444 | -18.354 | 35.243 | 1 |
66-55 | 18.361 | -5.794 | 42.517 | 0.444 |
57-56 | -7 | -30.537 | 16.537 | 1 |
58-56 | 1 | -26.739 | 28.739 | 1 |
59-56 | -3.143 | -24.629 | 18.343 | 1 |
60-56 | -6.25 | -31.445 | 18.945 | 1 |
62-56 | 3.333 | -24.405 | 31.072 | 1 |
66-56 | 13.25 | -11.945 | 38.445 | 0.963 |
58-57 | 8 | -21.356 | 37.356 | 1 |
59-57 | 3.857 | -19.68 | 27.394 | 1 |
60-57 | 0.75 | -26.215 | 27.715 | 1 |
62-57 | 10.333 | -19.023 | 39.689 | 1 |
66-57 | 20.25 | -6.715 | 47.215 | 0.47 |
59-58 | -4.143 | -31.882 | 23.596 | 1 |
60-58 | -7.25 | -37.951 | 23.451 | 1 |
62-58 | 2.333 | -30.488 | 35.154 | 1 |
66-58 | 12.25 | -18.451 | 42.951 | 0.999 |
60-59 | -3.107 | -28.302 | 22.088 | 1 |
62-59 | 6.476 | -21.263 | 34.215 | 1 |
66-59 | 16.393 | -8.802 | 41.588 | 0.754 |
62-60 | 9.583 | -21.118 | 40.284 | 1 |
66-60 | 19.5 | -8.924 | 47.924 | 0.658 |
66-62 | 9.917 | -20.784 | 40.618 | 1 |
Levenes Test for Homogeneity of Variance | |||
Df | F value | Pr(>F) | |
Group | 26 | 0.615 | 0.925 |
125 |