ANOVA Model | |||||||||||||||||||||||||||
MVRBIQO ~ MC30VRB | |||||||||||||||||||||||||||
means | 1.5 | -0.5 | 0 | 0.25 | 0.1 | 0.5 | 0.3 | 0.3 | 0.5 | 0.5 | 0.1 | -0.5 | 0.2 | 0.423 | -0.5 | 0.5 | -0.5 | 0.5 | 0.375 | 0.167 | 0.625 | 0.1 | 0.5 | 0.357 | 0.25 | 0.5 | 1.25 |
ANOVA Statistics | |||||
Df | Sum Sq | Mean Sq | F value | Pr(>F) | |
MC30VRB | 26 | 10.395 | 0.4 | 0.813 | 0.724 |
Residuals | 133 | 65.38 | 0.492 |
Tukey Honest Significant Difference Comparisons | ||||
diff | lwr | upr | p adj | |
31-30 | -0.5 | -3.461 | 2.461 | 1 |
32-30 | 0 | -2.294 | 2.294 | 1 |
34-30 | 0.25 | -1.623 | 2.123 | 1 |
36-30 | 0.1 | -1.677 | 1.877 | 1 |
37-30 | 0.5 | -1.277 | 2.277 | 1 |
39-30 | 0.3 | -1.267 | 1.867 | 1 |
41-30 | 0.3 | -1.267 | 1.867 | 1 |
42-30 | 0.5 | -2.461 | 3.461 | 1 |
43-30 | 0.5 | -1.21 | 2.21 | 1 |
44-30 | 0.1 | -1.467 | 1.667 | 1 |
45-30 | -0.5 | -3.461 | 2.461 | 1 |
46-30 | 0.2 | -1.367 | 1.767 | 1 |
48-30 | 0.423 | -1.091 | 1.938 | 1 |
49-30 | -0.5 | -3.461 | 2.461 | 1 |
50-30 | 0.5 | -1.029 | 2.029 | 1 |
51-30 | -0.5 | -3.461 | 2.461 | 1 |
52-30 | 0.5 | -1.014 | 2.014 | 1 |
54-30 | 0.375 | -1.247 | 1.997 | 1 |
55-30 | 0.167 | -1.425 | 1.758 | 1 |
56-30 | 0.625 | -0.997 | 2.247 | 1 |
57-30 | 0.1 | -1.677 | 1.877 | 1 |
58-30 | 0.5 | -1.523 | 2.523 | 1 |
59-30 | 0.357 | -1.303 | 2.017 | 1 |
60-30 | 0.25 | -1.623 | 2.123 | 1 |
62-30 | 0.5 | -1.523 | 2.523 | 1 |
66-30 | 1.25 | -0.623 | 3.123 | 0.713 |
32-31 | 0.5 | -2.744 | 3.744 | 1 |
34-31 | 0.75 | -2.211 | 3.711 | 1 |
36-31 | 0.6 | -2.302 | 3.502 | 1 |
37-31 | 1 | -1.902 | 3.902 | 1 |
39-31 | 0.8 | -1.978 | 3.578 | 1 |
41-31 | 0.8 | -1.978 | 3.578 | 1 |
42-31 | 1 | -2.746 | 4.746 | 1 |
43-31 | 1 | -1.861 | 3.861 | 1 |
44-31 | 0.6 | -2.178 | 3.378 | 1 |
45-31 | 0 | -3.746 | 3.746 | 1 |
46-31 | 0.7 | -2.078 | 3.478 | 1 |
48-31 | 0.923 | -1.826 | 3.672 | 1 |
49-31 | 0 | -3.746 | 3.746 | 1 |
50-31 | 1 | -1.757 | 3.757 | 1 |
51-31 | 0 | -3.746 | 3.746 | 1 |
52-31 | 1 | -1.749 | 3.749 | 1 |
54-31 | 0.875 | -1.934 | 3.684 | 1 |
55-31 | 0.667 | -2.125 | 3.459 | 1 |
56-31 | 1.125 | -1.684 | 3.934 | 0.999 |
57-31 | 0.6 | -2.302 | 3.502 | 1 |
58-31 | 1 | -2.058 | 4.058 | 1 |
59-31 | 0.857 | -1.974 | 3.689 | 1 |
60-31 | 0.75 | -2.211 | 3.711 | 1 |
62-31 | 1 | -2.058 | 4.058 | 1 |
66-31 | 1.75 | -1.211 | 4.711 | 0.885 |
34-32 | 0.25 | -2.044 | 2.544 | 1 |
36-32 | 0.1 | -2.116 | 2.316 | 1 |
37-32 | 0.5 | -1.716 | 2.716 | 1 |
39-32 | 0.3 | -1.752 | 2.352 | 1 |
41-32 | 0.3 | -1.752 | 2.352 | 1 |
42-32 | 0.5 | -2.744 | 3.744 | 1 |
43-32 | 0.5 | -1.663 | 2.663 | 1 |
44-32 | 0.1 | -1.952 | 2.152 | 1 |
45-32 | -0.5 | -3.744 | 2.744 | 1 |
46-32 | 0.2 | -1.852 | 2.252 | 1 |
48-32 | 0.423 | -1.589 | 2.435 | 1 |
49-32 | -0.5 | -3.744 | 2.744 | 1 |
50-32 | 0.5 | -1.523 | 2.523 | 1 |
51-32 | -0.5 | -3.744 | 2.744 | 1 |
52-32 | 0.5 | -1.512 | 2.512 | 1 |
54-32 | 0.375 | -1.719 | 2.469 | 1 |
55-32 | 0.167 | -1.904 | 2.237 | 1 |
56-32 | 0.625 | -1.469 | 2.719 | 1 |
57-32 | 0.1 | -2.116 | 2.316 | 1 |
58-32 | 0.5 | -1.918 | 2.918 | 1 |
59-32 | 0.357 | -1.767 | 2.481 | 1 |
60-32 | 0.25 | -2.044 | 2.544 | 1 |
62-32 | 0.5 | -1.918 | 2.918 | 1 |
66-32 | 1.25 | -1.044 | 3.544 | 0.947 |
36-34 | -0.15 | -1.927 | 1.627 | 1 |
37-34 | 0.25 | -1.527 | 2.027 | 1 |
39-34 | 0.05 | -1.517 | 1.617 | 1 |
41-34 | 0.05 | -1.517 | 1.617 | 1 |
42-34 | 0.25 | -2.711 | 3.211 | 1 |
43-34 | 0.25 | -1.46 | 1.96 | 1 |
44-34 | -0.15 | -1.717 | 1.417 | 1 |
45-34 | -0.75 | -3.711 | 2.211 | 1 |
46-34 | -0.05 | -1.617 | 1.517 | 1 |
48-34 | 0.173 | -1.341 | 1.688 | 1 |
49-34 | -0.75 | -3.711 | 2.211 | 1 |
50-34 | 0.25 | -1.279 | 1.779 | 1 |
51-34 | -0.75 | -3.711 | 2.211 | 1 |
52-34 | 0.25 | -1.264 | 1.764 | 1 |
54-34 | 0.125 | -1.497 | 1.747 | 1 |
55-34 | -0.083 | -1.675 | 1.508 | 1 |
56-34 | 0.375 | -1.247 | 1.997 | 1 |
57-34 | -0.15 | -1.927 | 1.627 | 1 |
58-34 | 0.25 | -1.773 | 2.273 | 1 |
59-34 | 0.107 | -1.553 | 1.767 | 1 |
60-34 | 0 | -1.873 | 1.873 | 1 |
62-34 | 0.25 | -1.773 | 2.273 | 1 |
66-34 | 1 | -0.873 | 2.873 | 0.957 |
37-36 | 0.4 | -1.275 | 2.075 | 1 |
39-36 | 0.2 | -1.251 | 1.651 | 1 |
41-36 | 0.2 | -1.251 | 1.651 | 1 |
42-36 | 0.4 | -2.502 | 3.302 | 1 |
43-36 | 0.4 | -1.204 | 2.004 | 1 |
44-36 | 0 | -1.451 | 1.451 | 1 |
45-36 | -0.6 | -3.502 | 2.302 | 1 |
46-36 | 0.1 | -1.351 | 1.551 | 1 |
48-36 | 0.323 | -1.071 | 1.717 | 1 |
49-36 | -0.6 | -3.502 | 2.302 | 1 |
50-36 | 0.4 | -1.01 | 1.81 | 1 |
51-36 | -0.6 | -3.502 | 2.302 | 1 |
52-36 | 0.4 | -0.994 | 1.794 | 1 |
54-36 | 0.275 | -1.235 | 1.785 | 1 |
55-36 | 0.067 | -1.411 | 1.544 | 1 |
56-36 | 0.525 | -0.985 | 2.035 | 1 |
57-36 | 0 | -1.675 | 1.675 | 1 |
58-36 | 0.4 | -1.534 | 2.334 | 1 |
59-36 | 0.257 | -1.294 | 1.808 | 1 |
60-36 | 0.15 | -1.627 | 1.927 | 1 |
62-36 | 0.4 | -1.534 | 2.334 | 1 |
66-36 | 1.15 | -0.627 | 2.927 | 0.765 |
39-37 | -0.2 | -1.651 | 1.251 | 1 |
41-37 | -0.2 | -1.651 | 1.251 | 1 |
42-37 | 0 | -2.902 | 2.902 | 1 |
43-37 | 0 | -1.604 | 1.604 | 1 |
44-37 | -0.4 | -1.851 | 1.051 | 1 |
45-37 | -1 | -3.902 | 1.902 | 1 |
46-37 | -0.3 | -1.751 | 1.151 | 1 |
48-37 | -0.077 | -1.471 | 1.317 | 1 |
49-37 | -1 | -3.902 | 1.902 | 1 |
50-37 | 0 | -1.41 | 1.41 | 1 |
51-37 | -1 | -3.902 | 1.902 | 1 |
52-37 | 0 | -1.394 | 1.394 | 1 |
54-37 | -0.125 | -1.635 | 1.385 | 1 |
55-37 | -0.333 | -1.811 | 1.144 | 1 |
56-37 | 0.125 | -1.385 | 1.635 | 1 |
57-37 | -0.4 | -2.075 | 1.275 | 1 |
58-37 | 0 | -1.934 | 1.934 | 1 |
59-37 | -0.143 | -1.694 | 1.408 | 1 |
60-37 | -0.25 | -2.027 | 1.527 | 1 |
62-37 | 0 | -1.934 | 1.934 | 1 |
66-37 | 0.75 | -1.027 | 2.527 | 0.998 |
41-39 | 0 | -1.185 | 1.185 | 1 |
42-39 | 0.2 | -2.578 | 2.978 | 1 |
43-39 | 0.2 | -1.168 | 1.568 | 1 |
44-39 | -0.2 | -1.385 | 0.985 | 1 |
45-39 | -0.8 | -3.578 | 1.978 | 1 |
46-39 | -0.1 | -1.285 | 1.085 | 1 |
48-39 | 0.123 | -0.991 | 1.237 | 1 |
49-39 | -0.8 | -3.578 | 1.978 | 1 |
50-39 | 0.2 | -0.934 | 1.334 | 1 |
51-39 | -0.8 | -3.578 | 1.978 | 1 |
52-39 | 0.2 | -0.914 | 1.314 | 1 |
54-39 | 0.075 | -1.181 | 1.331 | 1 |
55-39 | -0.133 | -1.35 | 1.084 | 1 |
56-39 | 0.325 | -0.931 | 1.581 | 1 |
57-39 | -0.2 | -1.651 | 1.251 | 1 |
58-39 | 0.2 | -1.544 | 1.944 | 1 |
59-39 | 0.057 | -1.248 | 1.362 | 1 |
60-39 | -0.05 | -1.617 | 1.517 | 1 |
62-39 | 0.2 | -1.544 | 1.944 | 1 |
66-39 | 0.95 | -0.617 | 2.517 | 0.857 |
42-41 | 0.2 | -2.578 | 2.978 | 1 |
43-41 | 0.2 | -1.168 | 1.568 | 1 |
44-41 | -0.2 | -1.385 | 0.985 | 1 |
45-41 | -0.8 | -3.578 | 1.978 | 1 |
46-41 | -0.1 | -1.285 | 1.085 | 1 |
48-41 | 0.123 | -0.991 | 1.237 | 1 |
49-41 | -0.8 | -3.578 | 1.978 | 1 |
50-41 | 0.2 | -0.934 | 1.334 | 1 |
51-41 | -0.8 | -3.578 | 1.978 | 1 |
52-41 | 0.2 | -0.914 | 1.314 | 1 |
54-41 | 0.075 | -1.181 | 1.331 | 1 |
55-41 | -0.133 | -1.35 | 1.084 | 1 |
56-41 | 0.325 | -0.931 | 1.581 | 1 |
57-41 | -0.2 | -1.651 | 1.251 | 1 |
58-41 | 0.2 | -1.544 | 1.944 | 1 |
59-41 | 0.057 | -1.248 | 1.362 | 1 |
60-41 | -0.05 | -1.617 | 1.517 | 1 |
62-41 | 0.2 | -1.544 | 1.944 | 1 |
66-41 | 0.95 | -0.617 | 2.517 | 0.857 |
43-42 | 0 | -2.861 | 2.861 | 1 |
44-42 | -0.4 | -3.178 | 2.378 | 1 |
45-42 | -1 | -4.746 | 2.746 | 1 |
46-42 | -0.3 | -3.078 | 2.478 | 1 |
48-42 | -0.077 | -2.826 | 2.672 | 1 |
49-42 | -1 | -4.746 | 2.746 | 1 |
50-42 | 0 | -2.757 | 2.757 | 1 |
51-42 | -1 | -4.746 | 2.746 | 1 |
52-42 | 0 | -2.749 | 2.749 | 1 |
54-42 | -0.125 | -2.934 | 2.684 | 1 |
55-42 | -0.333 | -3.125 | 2.459 | 1 |
56-42 | 0.125 | -2.684 | 2.934 | 1 |
57-42 | -0.4 | -3.302 | 2.502 | 1 |
58-42 | 0 | -3.058 | 3.058 | 1 |
59-42 | -0.143 | -2.974 | 2.689 | 1 |
60-42 | -0.25 | -3.211 | 2.711 | 1 |
62-42 | 0 | -3.058 | 3.058 | 1 |
66-42 | 0.75 | -2.211 | 3.711 | 1 |
44-43 | -0.4 | -1.768 | 0.968 | 1 |
45-43 | -1 | -3.861 | 1.861 | 1 |
46-43 | -0.3 | -1.668 | 1.068 | 1 |
48-43 | -0.077 | -1.384 | 1.23 | 1 |
49-43 | -1 | -3.861 | 1.861 | 1 |
50-43 | 0 | -1.324 | 1.324 | 1 |
51-43 | -1 | -3.861 | 1.861 | 1 |
52-43 | 0 | -1.307 | 1.307 | 1 |
54-43 | -0.125 | -1.555 | 1.305 | 1 |
55-43 | -0.333 | -1.729 | 1.063 | 1 |
56-43 | 0.125 | -1.305 | 1.555 | 1 |
57-43 | -0.4 | -2.004 | 1.204 | 1 |
58-43 | 0 | -1.873 | 1.873 | 1 |
59-43 | -0.143 | -1.616 | 1.331 | 1 |
60-43 | -0.25 | -1.96 | 1.46 | 1 |
62-43 | 0 | -1.873 | 1.873 | 1 |
66-43 | 0.75 | -0.96 | 2.46 | 0.996 |
45-44 | -0.6 | -3.378 | 2.178 | 1 |
46-44 | 0.1 | -1.085 | 1.285 | 1 |
48-44 | 0.323 | -0.791 | 1.437 | 1 |
49-44 | -0.6 | -3.378 | 2.178 | 1 |
50-44 | 0.4 | -0.734 | 1.534 | 1 |
51-44 | -0.6 | -3.378 | 2.178 | 1 |
52-44 | 0.4 | -0.714 | 1.514 | 1 |
54-44 | 0.275 | -0.981 | 1.531 | 1 |
55-44 | 0.067 | -1.15 | 1.284 | 1 |
56-44 | 0.525 | -0.731 | 1.781 | 0.998 |
57-44 | 0 | -1.451 | 1.451 | 1 |
58-44 | 0.4 | -1.344 | 2.144 | 1 |
59-44 | 0.257 | -1.048 | 1.562 | 1 |
60-44 | 0.15 | -1.417 | 1.717 | 1 |
62-44 | 0.4 | -1.344 | 2.144 | 1 |
66-44 | 1.15 | -0.417 | 2.717 | 0.522 |
46-45 | 0.7 | -2.078 | 3.478 | 1 |
48-45 | 0.923 | -1.826 | 3.672 | 1 |
49-45 | 0 | -3.746 | 3.746 | 1 |
50-45 | 1 | -1.757 | 3.757 | 1 |
51-45 | 0 | -3.746 | 3.746 | 1 |
52-45 | 1 | -1.749 | 3.749 | 1 |
54-45 | 0.875 | -1.934 | 3.684 | 1 |
55-45 | 0.667 | -2.125 | 3.459 | 1 |
56-45 | 1.125 | -1.684 | 3.934 | 0.999 |
57-45 | 0.6 | -2.302 | 3.502 | 1 |
58-45 | 1 | -2.058 | 4.058 | 1 |
59-45 | 0.857 | -1.974 | 3.689 | 1 |
60-45 | 0.75 | -2.211 | 3.711 | 1 |
62-45 | 1 | -2.058 | 4.058 | 1 |
66-45 | 1.75 | -1.211 | 4.711 | 0.885 |
48-46 | 0.223 | -0.891 | 1.337 | 1 |
49-46 | -0.7 | -3.478 | 2.078 | 1 |
50-46 | 0.3 | -0.834 | 1.434 | 1 |
51-46 | -0.7 | -3.478 | 2.078 | 1 |
52-46 | 0.3 | -0.814 | 1.414 | 1 |
54-46 | 0.175 | -1.081 | 1.431 | 1 |
55-46 | -0.033 | -1.25 | 1.184 | 1 |
56-46 | 0.425 | -0.831 | 1.681 | 1 |
57-46 | -0.1 | -1.551 | 1.351 | 1 |
58-46 | 0.3 | -1.444 | 2.044 | 1 |
59-46 | 0.157 | -1.148 | 1.462 | 1 |
60-46 | 0.05 | -1.517 | 1.617 | 1 |
62-46 | 0.3 | -1.444 | 2.044 | 1 |
66-46 | 1.05 | -0.517 | 2.617 | 0.706 |
49-48 | -0.923 | -3.672 | 1.826 | 1 |
50-48 | 0.077 | -0.983 | 1.137 | 1 |
51-48 | -0.923 | -3.672 | 1.826 | 1 |
52-48 | 0.077 | -0.962 | 1.116 | 1 |
54-48 | -0.048 | -1.238 | 1.142 | 1 |
55-48 | -0.256 | -1.405 | 0.892 | 1 |
56-48 | 0.202 | -0.988 | 1.392 | 1 |
57-48 | -0.323 | -1.717 | 1.071 | 1 |
58-48 | 0.077 | -1.62 | 1.773 | 1 |
59-48 | -0.066 | -1.308 | 1.176 | 1 |
60-48 | -0.173 | -1.688 | 1.341 | 1 |
62-48 | 0.077 | -1.62 | 1.773 | 1 |
66-48 | 0.827 | -0.688 | 2.341 | 0.946 |
50-49 | 1 | -1.757 | 3.757 | 1 |
51-49 | 0 | -3.746 | 3.746 | 1 |
52-49 | 1 | -1.749 | 3.749 | 1 |
54-49 | 0.875 | -1.934 | 3.684 | 1 |
55-49 | 0.667 | -2.125 | 3.459 | 1 |
56-49 | 1.125 | -1.684 | 3.934 | 0.999 |
57-49 | 0.6 | -2.302 | 3.502 | 1 |
58-49 | 1 | -2.058 | 4.058 | 1 |
59-49 | 0.857 | -1.974 | 3.689 | 1 |
60-49 | 0.75 | -2.211 | 3.711 | 1 |
62-49 | 1 | -2.058 | 4.058 | 1 |
66-49 | 1.75 | -1.211 | 4.711 | 0.885 |
51-50 | -1 | -3.757 | 1.757 | 1 |
52-50 | 0 | -1.06 | 1.06 | 1 |
54-50 | -0.125 | -1.334 | 1.084 | 1 |
55-50 | -0.333 | -1.501 | 0.835 | 1 |
56-50 | 0.125 | -1.084 | 1.334 | 1 |
57-50 | -0.4 | -1.81 | 1.01 | 1 |
58-50 | 0 | -1.71 | 1.71 | 1 |
59-50 | -0.143 | -1.403 | 1.117 | 1 |
60-50 | -0.25 | -1.779 | 1.279 | 1 |
62-50 | 0 | -1.71 | 1.71 | 1 |
66-50 | 0.75 | -0.779 | 2.279 | 0.984 |
52-51 | 1 | -1.749 | 3.749 | 1 |
54-51 | 0.875 | -1.934 | 3.684 | 1 |
55-51 | 0.667 | -2.125 | 3.459 | 1 |
56-51 | 1.125 | -1.684 | 3.934 | 0.999 |
57-51 | 0.6 | -2.302 | 3.502 | 1 |
58-51 | 1 | -2.058 | 4.058 | 1 |
59-51 | 0.857 | -1.974 | 3.689 | 1 |
60-51 | 0.75 | -2.211 | 3.711 | 1 |
62-51 | 1 | -2.058 | 4.058 | 1 |
66-51 | 1.75 | -1.211 | 4.711 | 0.885 |
54-52 | -0.125 | -1.315 | 1.065 | 1 |
55-52 | -0.333 | -1.482 | 0.815 | 1 |
56-52 | 0.125 | -1.065 | 1.315 | 1 |
57-52 | -0.4 | -1.794 | 0.994 | 1 |
58-52 | 0 | -1.697 | 1.697 | 1 |
59-52 | -0.143 | -1.385 | 1.099 | 1 |
60-52 | -0.25 | -1.764 | 1.264 | 1 |
62-52 | 0 | -1.697 | 1.697 | 1 |
66-52 | 0.75 | -0.764 | 2.264 | 0.982 |
55-54 | -0.208 | -1.495 | 1.079 | 1 |
56-54 | 0.25 | -1.074 | 1.574 | 1 |
57-54 | -0.275 | -1.785 | 1.235 | 1 |
58-54 | 0.125 | -1.668 | 1.918 | 1 |
59-54 | -0.018 | -1.389 | 1.353 | 1 |
60-54 | -0.125 | -1.747 | 1.497 | 1 |
62-54 | 0.125 | -1.668 | 1.918 | 1 |
66-54 | 0.875 | -0.747 | 2.497 | 0.952 |
56-55 | 0.458 | -0.829 | 1.745 | 1 |
57-55 | -0.067 | -1.544 | 1.411 | 1 |
58-55 | 0.333 | -1.432 | 2.099 | 1 |
59-55 | 0.19 | -1.144 | 1.525 | 1 |
60-55 | 0.083 | -1.508 | 1.675 | 1 |
62-55 | 0.333 | -1.432 | 2.099 | 1 |
66-55 | 1.083 | -0.508 | 2.675 | 0.676 |
57-56 | -0.525 | -2.035 | 0.985 | 1 |
58-56 | -0.125 | -1.918 | 1.668 | 1 |
59-56 | -0.268 | -1.639 | 1.103 | 1 |
60-56 | -0.375 | -1.997 | 1.247 | 1 |
62-56 | -0.125 | -1.918 | 1.668 | 1 |
66-56 | 0.625 | -0.997 | 2.247 | 1 |
58-57 | 0.4 | -1.534 | 2.334 | 1 |
59-57 | 0.257 | -1.294 | 1.808 | 1 |
60-57 | 0.15 | -1.627 | 1.927 | 1 |
62-57 | 0.4 | -1.534 | 2.334 | 1 |
66-57 | 1.15 | -0.627 | 2.927 | 0.765 |
59-58 | -0.143 | -1.971 | 1.685 | 1 |
60-58 | -0.25 | -2.273 | 1.773 | 1 |
62-58 | 0 | -2.163 | 2.163 | 1 |
66-58 | 0.75 | -1.273 | 2.773 | 1 |
60-59 | -0.107 | -1.767 | 1.553 | 1 |
62-59 | 0.143 | -1.685 | 1.971 | 1 |
66-59 | 0.893 | -0.767 | 2.553 | 0.954 |
62-60 | 0.25 | -1.773 | 2.273 | 1 |
66-60 | 1 | -0.873 | 2.873 | 0.957 |
66-62 | 0.75 | -1.273 | 2.773 | 1 |
Levenes Test for Homogeneity of Variance | |||
Df | F value | Pr(>F) | |
Group | 26 | 0.494 | 0.981 |
133 |