Enter (or paste) a matrix (table) containing all data (time) series. Every column represents a different variable and must be delimited by a space or Tab. Every row represents a period in time (or category) and must be delimited by hard returns. The easiest way to enter data is to copy and paste a block of spreadsheet cells. Please, do not use commas or spaces to seperate groups of digits!
ANOVA Model | WISCRY7V ~ MVIQL2H
| means | 99.5 | 1.5 | -3.833 | 4.5 | 11.5 | 15.5 | 15.5 | -0.25 | -16 | -8.5 | -11.5 | -29.5 | -16 | -5.3 | -6 | -31.5 | -19.75 | -15.667 | -15.75 | -7.929 | -23.5 | -9.333 | -8.333 | -3.786 | -13.833 | -4.786 | -17.643 | -6 | -6.5 | -10.333 | -12 | -7.9 | -1 | -9.833 | -7 | -5.357 | -2.833 | 2 | -12.5 | -1 | 5.833 |
ANOVA Statistics | | Df | Sum Sq | Mean Sq | F value | Pr(>F) | MVIQL2H
| 40 | 7764.739 | 194.118 | 2.211 | 0.001 | Residuals | 112 | 9832.202 | 87.788 | | |
Tukey Honest Significant Difference Comparisons | | diff | lwr | upr | p adj | 102-101 | 1.5 | -44.522 | 47.522 | 1 | 103-101 | -3.833 | -38.136 | 30.469 | 1 | 104-101 | 4.5 | -29.803 | 38.803 | 1 | 107-101 | 11.5 | -34.522 | 57.522 | 1 | 109-101 | 15.5 | -30.522 | 61.522 | 1 | 110-101 | 15.5 | -30.522 | 61.522 | 1 | 111-101 | -0.25 | -32.792 | 32.292 | 1 | 63-101 | -16 | -48.542 | 16.542 | 0.995 | 67-101 | -8.5 | -54.522 | 37.522 | 1 | 68-101 | -11.5 | -57.522 | 34.522 | 1 | 69-101 | -29.5 | -75.522 | 16.522 | 0.846 | 70-101 | -16 | -53.577 | 21.577 | 1 | 71-101 | -5.3 | -36.739 | 26.139 | 1 | 72-101 | -6 | -43.577 | 31.577 | 1 | 73-101 | -31.5 | -77.522 | 14.522 | 0.735 | 74-101 | -19.75 | -52.292 | 12.792 | 0.911 | 75-101 | -15.667 | -46.348 | 15.015 | 0.991 | 76-101 | -15.75 | -48.292 | 16.792 | 0.996 | 77-101 | -7.929 | -38.057 | 22.2 | 1 | 78-101 | -23.5 | -61.077 | 14.077 | 0.878 | 79-101 | -9.333 | -40.015 | 21.348 | 1 | 80-101 | -8.333 | -39.015 | 22.348 | 1 | 81-101 | -3.786 | -33.914 | 26.343 | 1 | 82-101 | -13.833 | -48.136 | 20.469 | 1 | 83-101 | -4.786 | -34.914 | 25.343 | 1 | 84-101 | -17.643 | -47.771 | 12.486 | 0.94 | 85-101 | -6 | -34.7 | 22.7 | 1 | 86-101 | -6.5 | -36.628 | 23.628 | 1 | 87-101 | -10.333 | -41.015 | 20.348 | 1 | 88-101 | -12 | -49.577 | 25.577 | 1 | 89-101 | -7.9 | -39.339 | 23.539 | 1 | 90-101 | -1 | -38.577 | 36.577 | 1 | 91-101 | -9.833 | -44.136 | 24.469 | 1 | 92-101 | -7 | -37.681 | 23.681 | 1 | 93-101 | -5.357 | -35.486 | 24.771 | 1 | 95-101 | -2.833 | -37.136 | 31.469 | 1 | 96-101 | 2 | -35.577 | 39.577 | 1 | 97-101 | -12.5 | -58.522 | 33.522 | 1 | 98-101 | -1 | -38.577 | 36.577 | 1 | 99-101 | 5.833 | -28.469 | 40.136 | 1 | 103-102 | -5.333 | -48.723 | 38.057 | 1 | 104-102 | 3 | -40.39 | 46.39 | 1 | 107-102 | 10 | -43.142 | 63.142 | 1 | 109-102 | 14 | -39.142 | 67.142 | 1 | 110-102 | 14 | -39.142 | 67.142 | 1 | 111-102 | -1.75 | -43.762 | 40.262 | 1 | 63-102 | -17.5 | -59.512 | 24.512 | 1 | 67-102 | -10 | -63.142 | 43.142 | 1 | 68-102 | -13 | -66.142 | 40.142 | 1 | 69-102 | -31 | -84.142 | 22.142 | 0.943 | 70-102 | -17.5 | -63.522 | 28.522 | 1 | 71-102 | -6.8 | -47.963 | 34.363 | 1 | 72-102 | -7.5 | -53.522 | 38.522 | 1 | 73-102 | -33 | -86.142 | 20.142 | 0.886 | 74-102 | -21.25 | -63.262 | 20.762 | 0.992 | 75-102 | -17.167 | -57.754 | 23.421 | 1 | 76-102 | -17.25 | -59.262 | 24.762 | 1 | 77-102 | -9.429 | -49.6 | 30.743 | 1 | 78-102 | -25 | -71.022 | 21.022 | 0.977 | 79-102 | -10.833 | -51.421 | 29.754 | 1 | 80-102 | -9.833 | -50.421 | 30.754 | 1 | 81-102 | -5.286 | -45.457 | 34.885 | 1 | 82-102 | -15.333 | -58.723 | 28.057 | 1 | 83-102 | -6.286 | -46.457 | 33.885 | 1 | 84-102 | -19.143 | -59.314 | 21.028 | 0.997 | 85-102 | -7.5 | -46.611 | 31.611 | 1 | 86-102 | -8 | -48.171 | 32.171 | 1 | 87-102 | -11.833 | -52.421 | 28.754 | 1 | 88-102 | -13.5 | -59.522 | 32.522 | 1 | 89-102 | -9.4 | -50.563 | 31.763 | 1 | 90-102 | -2.5 | -48.522 | 43.522 | 1 | 91-102 | -11.333 | -54.723 | 32.057 | 1 | 92-102 | -8.5 | -49.087 | 32.087 | 1 | 93-102 | -6.857 | -47.028 | 33.314 | 1 | 95-102 | -4.333 | -47.723 | 39.057 | 1 | 96-102 | 0.5 | -45.522 | 46.522 | 1 | 97-102 | -14 | -67.142 | 39.142 | 1 | 98-102 | -2.5 | -48.522 | 43.522 | 1 | 99-102 | 4.333 | -39.057 | 47.723 | 1 | 104-103 | 8.333 | -22.348 | 39.015 | 1 | 107-103 | 15.333 | -28.057 | 58.723 | 1 | 109-103 | 19.333 | -24.057 | 62.723 | 0.999 | 110-103 | 19.333 | -24.057 | 62.723 | 0.999 | 111-103 | 3.583 | -25.116 | 32.283 | 1 | 63-103 | -12.167 | -40.866 | 16.533 | 1 | 67-103 | -4.667 | -48.057 | 38.723 | 1 | 68-103 | -7.667 | -51.057 | 35.723 | 1 | 69-103 | -25.667 | -69.057 | 17.723 | 0.933 | 70-103 | -12.167 | -46.469 | 22.136 | 1 | 71-103 | -1.467 | -28.909 | 25.975 | 1 | 72-103 | -2.167 | -36.469 | 32.136 | 1 | 73-103 | -27.667 | -71.057 | 15.723 | 0.853 | 74-103 | -15.917 | -44.616 | 12.783 | 0.97 | 75-103 | -11.833 | -38.404 | 14.737 | 0.999 | 76-103 | -11.917 | -40.616 | 16.783 | 1 | 77-103 | -4.095 | -30.026 | 21.835 | 1 | 78-103 | -19.667 | -53.969 | 14.636 | 0.954 | 79-103 | -5.5 | -32.071 | 21.071 | 1 | 80-103 | -4.5 | -31.071 | 22.071 | 1 | 81-103 | 0.048 | -25.883 | 25.978 | 1 | 82-103 | -10 | -40.681 | 20.681 | 1 | 83-103 | -0.952 | -26.883 | 24.978 | 1 | 84-103 | -13.81 | -39.74 | 12.121 | 0.983 | 85-103 | -2.167 | -26.422 | 22.089 | 1 | 86-103 | -2.667 | -28.597 | 23.264 | 1 | 87-103 | -6.5 | -33.071 | 20.071 | 1 | 88-103 | -8.167 | -42.469 | 26.136 | 1 | 89-103 | -4.067 | -31.509 | 23.375 | 1 | 90-103 | 2.833 | -31.469 | 37.136 | 1 | 91-103 | -6 | -36.681 | 24.681 | 1 | 92-103 | -3.167 | -29.737 | 23.404 | 1 | 93-103 | -1.524 | -27.454 | 24.407 | 1 | 95-103 | 1 | -29.681 | 31.681 | 1 | 96-103 | 5.833 | -28.469 | 40.136 | 1 | 97-103 | -8.667 | -52.057 | 34.723 | 1 | 98-103 | 2.833 | -31.469 | 37.136 | 1 | 99-103 | 9.667 | -21.015 | 40.348 | 1 | 107-104 | 7 | -36.39 | 50.39 | 1 | 109-104 | 11 | -32.39 | 54.39 | 1 | 110-104 | 11 | -32.39 | 54.39 | 1 | 111-104 | -4.75 | -33.45 | 23.95 | 1 | 63-104 | -20.5 | -49.2 | 8.2 | 0.645 | 67-104 | -13 | -56.39 | 30.39 | 1 | 68-104 | -16 | -59.39 | 27.39 | 1 | 69-104 | -34 | -77.39 | 9.39 | 0.428 | 70-104 | -20.5 | -54.803 | 13.803 | 0.924 | 71-104 | -9.8 | -37.242 | 17.642 | 1 | 72-104 | -10.5 | -44.803 | 23.803 | 1 | 73-104 | -36 | -79.39 | 7.39 | 0.3 | 74-104 | -24.25 | -52.95 | 4.45 | 0.263 | 75-104 | -20.167 | -46.737 | 6.404 | 0.504 | 76-104 | -20.25 | -48.95 | 8.45 | 0.672 | 77-104 | -12.429 | -38.359 | 13.502 | 0.997 | 78-104 | -28 | -62.303 | 6.303 | 0.335 | 79-104 | -13.833 | -40.404 | 12.737 | 0.988 | 80-104 | -12.833 | -39.404 | 13.737 | 0.996 | 81-104 | -8.286 | -34.216 | 17.645 | 1 | 82-104 | -18.333 | -49.015 | 12.348 | 0.925 | 83-104 | -9.286 | -35.216 | 16.645 | 1 | 84-104 | -22.143 | -48.073 | 3.788 | 0.243 | 85-104 | -10.5 | -34.756 | 13.756 | 1 | 86-104 | -11 | -36.93 | 14.93 | 1 | 87-104 | -14.833 | -41.404 | 11.737 | 0.967 | 88-104 | -16.5 | -50.803 | 17.803 | 0.997 | 89-104 | -12.4 | -39.842 | 15.042 | 0.999 | 90-104 | -5.5 | -39.803 | 28.803 | 1 | 91-104 | -14.333 | -45.015 | 16.348 | 0.998 | 92-104 | -11.5 | -38.071 | 15.071 | 1 | 93-104 | -9.857 | -35.788 | 16.073 | 1 | 95-104 | -7.333 | -38.015 | 23.348 | 1 | 96-104 | -2.5 | -36.803 | 31.803 | 1 | 97-104 | -17 | -60.39 | 26.39 | 1 | 98-104 | -5.5 | -39.803 | 28.803 | 1 | 99-104 | 1.333 | -29.348 | 32.015 | 1 | 109-107 | 4 | -49.142 | 57.142 | 1 | 110-107 | 4 | -49.142 | 57.142 | 1 | 111-107 | -11.75 | -53.762 | 30.262 | 1 | 63-107 | -27.5 | -69.512 | 14.512 | 0.814 | 67-107 | -20 | -73.142 | 33.142 | 1 | 68-107 | -23 | -76.142 | 30.142 | 1 | 69-107 | -41 | -94.142 | 12.142 | 0.465 | 70-107 | -27.5 | -73.522 | 18.522 | 0.925 | 71-107 | -16.8 | -57.963 | 24.363 | 1 | 72-107 | -17.5 | -63.522 | 28.522 | 1 | 73-107 | -43 | -96.142 | 10.142 | 0.354 | 74-107 | -31.25 | -73.262 | 10.762 | 0.552 | 75-107 | -27.167 | -67.754 | 13.421 | 0.777 | 76-107 | -27.25 | -69.262 | 14.762 | 0.829 | 77-107 | -19.429 | -59.6 | 20.743 | 0.996 | 78-107 | -35 | -81.022 | 11.022 | 0.499 | 79-107 | -20.833 | -61.421 | 19.754 | 0.99 | 80-107 | -19.833 | -60.421 | 20.754 | 0.996 | 81-107 | -15.286 | -55.457 | 24.885 | 1 | 82-107 | -25.333 | -68.723 | 18.057 | 0.942 | 83-107 | -16.286 | -56.457 | 23.885 | 1 | 84-107 | -29.143 | -69.314 | 11.028 | 0.61 | 85-107 | -17.5 | -56.611 | 21.611 | 0.999 | 86-107 | -18 | -58.171 | 22.171 | 0.999 | 87-107 | -21.833 | -62.421 | 18.754 | 0.98 | 88-107 | -23.5 | -69.522 | 22.522 | 0.991 | 89-107 | -19.4 | -60.563 | 21.763 | 0.998 | 90-107 | -12.5 | -58.522 | 33.522 | 1 | 91-107 | -21.333 | -64.723 | 22.057 | 0.995 | 92-107 | -18.5 | -59.087 | 22.087 | 0.999 | 93-107 | -16.857 | -57.028 | 23.314 | 1 | 95-107 | -14.333 | -57.723 | 29.057 | 1 | 96-107 | -9.5 | -55.522 | 36.522 | 1 | 97-107 | -24 | -77.142 | 29.142 | 0.999 | 98-107 | -12.5 | -58.522 | 33.522 | 1 | 99-107 | -5.667 | -49.057 | 37.723 | 1 | 110-109 | 0 | -53.142 | 53.142 | 1 | 111-109 | -15.75 | -57.762 | 26.262 | 1 | 63-109 | -31.5 | -73.512 | 10.512 | 0.533 | 67-109 | -24 | -77.142 | 29.142 | 0.999 | 68-109 | -27 | -80.142 | 26.142 | 0.992 | 69-109 | -45 | -98.142 | 8.142 | 0.259 | 70-109 | -31.5 | -77.522 | 14.522 | 0.735 | 71-109 | -20.8 | -61.963 | 20.363 | 0.992 | 72-109 | -21.5 | -67.522 | 24.522 | 0.998 | 73-109 | -47 | -100.142 | 6.142 | 0.182 | 74-109 | -35.25 | -77.262 | 6.762 | 0.277 | 75-109 | -31.167 | -71.754 | 9.421 | 0.476 | 76-109 | -31.25 | -73.262 | 10.762 | 0.552 | 77-109 | -23.429 | -63.6 | 16.743 | 0.943 | 78-109 | -39 | -85.022 | 7.022 | 0.258 | 79-109 | -24.833 | -65.421 | 15.754 | 0.902 | 80-109 | -23.833 | -64.421 | 16.754 | 0.938 | 81-109 | -19.286 | -59.457 | 20.885 | 0.997 | 82-109 | -29.333 | -72.723 | 14.057 | 0.758 | 83-109 | -20.286 | -60.457 | 19.885 | 0.992 | 84-109 | -33.143 | -73.314 | 7.028 | 0.312 | 85-109 | -21.5 | -60.611 | 17.611 | 0.973 | 86-109 | -22 | -62.171 | 18.171 | 0.975 | 87-109 | -25.833 | -66.421 | 14.754 | 0.856 | 88-109 | -27.5 | -73.522 | 18.522 | 0.925 | 89-109 | -23.4 | -64.563 | 17.763 | 0.958 | 90-109 | -16.5 | -62.522 | 29.522 | 1 | 91-109 | -25.333 | -68.723 | 18.057 | 0.942 | 92-109 | -22.5 | -63.087 | 18.087 | 0.97 | 93-109 | -20.857 | -61.028 | 19.314 | 0.988 | 95-109 | -18.333 | -61.723 | 25.057 | 1 | 96-109 | -13.5 | -59.522 | 32.522 | 1 | 97-109 | -28 | -81.142 | 25.142 | 0.985 | 98-109 | -16.5 | -62.522 | 29.522 | 1 | 99-109 | -9.667 | -53.057 | 33.723 | 1 | 111-110 | -15.75 | -57.762 | 26.262 | 1 | 63-110 | -31.5 | -73.512 | 10.512 | 0.533 | 67-110 | -24 | -77.142 | 29.142 | 0.999 | 68-110 | -27 | -80.142 | 26.142 | 0.992 | 69-110 | -45 | -98.142 | 8.142 | 0.259 | 70-110 | -31.5 | -77.522 | 14.522 | 0.735 | 71-110 | -20.8 | -61.963 | 20.363 | 0.992 | 72-110 | -21.5 | -67.522 | 24.522 | 0.998 | 73-110 | -47 | -100.142 | 6.142 | 0.182 | 74-110 | -35.25 | -77.262 | 6.762 | 0.277 | 75-110 | -31.167 | -71.754 | 9.421 | 0.476 | 76-110 | -31.25 | -73.262 | 10.762 | 0.552 | 77-110 | -23.429 | -63.6 | 16.743 | 0.943 | 78-110 | -39 | -85.022 | 7.022 | 0.258 | 79-110 | -24.833 | -65.421 | 15.754 | 0.902 | 80-110 | -23.833 | -64.421 | 16.754 | 0.938 | 81-110 | -19.286 | -59.457 | 20.885 | 0.997 | 82-110 | -29.333 | -72.723 | 14.057 | 0.758 | 83-110 | -20.286 | -60.457 | 19.885 | 0.992 | 84-110 | -33.143 | -73.314 | 7.028 | 0.312 | 85-110 | -21.5 | -60.611 | 17.611 | 0.973 | 86-110 | -22 | -62.171 | 18.171 | 0.975 | 87-110 | -25.833 | -66.421 | 14.754 | 0.856 | 88-110 | -27.5 | -73.522 | 18.522 | 0.925 | 89-110 | -23.4 | -64.563 | 17.763 | 0.958 | 90-110 | -16.5 | -62.522 | 29.522 | 1 | 91-110 | -25.333 | -68.723 | 18.057 | 0.942 | 92-110 | -22.5 | -63.087 | 18.087 | 0.97 | 93-110 | -20.857 | -61.028 | 19.314 | 0.988 | 95-110 | -18.333 | -61.723 | 25.057 | 1 | 96-110 | -13.5 | -59.522 | 32.522 | 1 | 97-110 | -28 | -81.142 | 25.142 | 0.985 | 98-110 | -16.5 | -62.522 | 29.522 | 1 | 99-110 | -9.667 | -53.057 | 33.723 | 1 | 63-111 | -15.75 | -42.321 | 10.821 | 0.931 | 67-111 | -8.25 | -50.262 | 33.762 | 1 | 68-111 | -11.25 | -53.262 | 30.762 | 1 | 69-111 | -29.25 | -71.262 | 12.762 | 0.7 | 70-111 | -15.75 | -48.292 | 16.792 | 0.996 | 71-111 | -5.05 | -30.257 | 20.157 | 1 | 72-111 | -5.75 | -38.292 | 26.792 | 1 | 73-111 | -31.25 | -73.262 | 10.762 | 0.552 | 74-111 | -19.5 | -46.071 | 7.071 | 0.583 | 75-111 | -15.417 | -39.672 | 8.839 | 0.858 | 76-111 | -15.5 | -42.071 | 11.071 | 0.943 | 77-111 | -7.679 | -31.231 | 15.874 | 1 | 78-111 | -23.25 | -55.792 | 9.292 | 0.645 | 79-111 | -9.083 | -33.339 | 15.172 | 1 | 80-111 | -8.083 | -32.339 | 16.172 | 1 | 81-111 | -3.536 | -27.088 | 20.017 | 1 | 82-111 | -13.583 | -42.283 | 15.116 | 0.997 | 83-111 | -4.536 | -28.088 | 19.017 | 1 | 84-111 | -17.393 | -40.945 | 6.16 | 0.569 | 85-111 | -5.75 | -27.445 | 15.945 | 1 | 86-111 | -6.25 | -29.802 | 17.302 | 1 | 87-111 | -10.083 | -34.339 | 14.172 | 1 | 88-111 | -11.75 | -44.292 | 20.792 | 1 | 89-111 | -7.65 | -32.857 | 17.557 | 1 | 90-111 | -0.75 | -33.292 | 31.792 | 1 | 91-111 | -9.583 | -38.283 | 19.116 | 1 | 92-111 | -6.75 | -31.006 | 17.506 | 1 | 93-111 | -5.107 | -28.66 | 18.445 | 1 | 95-111 | -2.583 | -31.283 | 26.116 | 1 | 96-111 | 2.25 | -30.292 | 34.792 | 1 | 97-111 | -12.25 | -54.262 | 29.762 | 1 | 98-111 | -0.75 | -33.292 | 31.792 | 1 | 99-111 | 6.083 | -22.616 | 34.783 | 1 | 67-63 | 7.5 | -34.512 | 49.512 | 1 | 68-63 | 4.5 | -37.512 | 46.512 | 1 | 69-63 | -13.5 | -55.512 | 28.512 | 1 | 70-63 | 0 | -32.542 | 32.542 | 1 | 71-63 | 10.7 | -14.507 | 35.907 | 1 | 72-63 | 10 | -22.542 | 42.542 | 1 | 73-63 | -15.5 | -57.512 | 26.512 | 1 | 74-63 | -3.75 | -30.321 | 22.821 | 1 | 75-63 | 0.333 | -23.922 | 24.589 | 1 | 76-63 | 0.25 | -26.321 | 26.821 | 1 | 77-63 | 8.071 | -15.481 | 31.624 | 1 | 78-63 | -7.5 | -40.042 | 25.042 | 1 | 79-63 | 6.667 | -17.589 | 30.922 | 1 | 80-63 | 7.667 | -16.589 | 31.922 | 1 | 81-63 | 12.214 | -11.338 | 35.767 | 0.988 | 82-63 | 2.167 | -26.533 | 30.866 | 1 | 83-63 | 11.214 | -12.338 | 34.767 | 0.997 | 84-63 | -1.643 | -25.195 | 21.91 | 1 | 85-63 | 10 | -11.695 | 31.695 | 0.998 | 86-63 | 9.5 | -14.052 | 33.052 | 1 | 87-63 | 5.667 | -18.589 | 29.922 | 1 | 88-63 | 4 | -28.542 | 36.542 | 1 | 89-63 | 8.1 | -17.107 | 33.307 | 1 | 90-63 | 15 | -17.542 | 47.542 | 0.998 | 91-63 | 6.167 | -22.533 | 34.866 | 1 | 92-63 | 9 | -15.256 | 33.256 | 1 | 93-63 | 10.643 | -12.91 | 34.195 | 0.999 | 95-63 | 13.167 | -15.533 | 41.866 | 0.999 | 96-63 | 18 | -14.542 | 50.542 | 0.971 | 97-63 | 3.5 | -38.512 | 45.512 | 1 | 98-63 | 15 | -17.542 | 47.542 | 0.998 | 99-63 | 21.833 | -6.866 | 50.533 | 0.498 | 68-67 | -3 | -56.142 | 50.142 | 1 | 69-67 | -21 | -74.142 | 32.142 | 1 | 70-67 | -7.5 | -53.522 | 38.522 | 1 | 71-67 | 3.2 | -37.963 | 44.363 | 1 | 72-67 | 2.5 | -43.522 | 48.522 | 1 | 73-67 | -23 | -76.142 | 30.142 | 1 | 74-67 | -11.25 | -53.262 | 30.762 | 1 | 75-67 | -7.167 | -47.754 | 33.421 | 1 | 76-67 | -7.25 | -49.262 | 34.762 | 1 | 77-67 | 0.571 | -39.6 | 40.743 | 1 | 78-67 | -15 | -61.022 | 31.022 | 1 | 79-67 | -0.833 | -41.421 | 39.754 | 1 | 80-67 | 0.167 | -40.421 | 40.754 | 1 | 81-67 | 4.714 | -35.457 | 44.885 | 1 | 82-67 | -5.333 | -48.723 | 38.057 | 1 | 83-67 | 3.714 | -36.457 | 43.885 | 1 | 84-67 | -9.143 | -49.314 | 31.028 | 1 | 85-67 | 2.5 | -36.611 | 41.611 | 1 | 86-67 | 2 | -38.171 | 42.171 | 1 | 87-67 | -1.833 | -42.421 | 38.754 | 1 | 88-67 | -3.5 | -49.522 | 42.522 | 1 | 89-67 | 0.6 | -40.563 | 41.763 | 1 | 90-67 | 7.5 | -38.522 | 53.522 | 1 | 91-67 | -1.333 | -44.723 | 42.057 | 1 | 92-67 | 1.5 | -39.087 | 42.087 | 1 | 93-67 | 3.143 | -37.028 | 43.314 | 1 | 95-67 | 5.667 | -37.723 | 49.057 | 1 | 96-67 | 10.5 | -35.522 | 56.522 | 1 | 97-67 | -4 | -57.142 | 49.142 | 1 | 98-67 | 7.5 | -38.522 | 53.522 | 1 | 99-67 | 14.333 | -29.057 | 57.723 | 1 | 69-68 | -18 | -71.142 | 35.142 | 1 | 70-68 | -4.5 | -50.522 | 41.522 | 1 | 71-68 | 6.2 | -34.963 | 47.363 | 1 | 72-68 | 5.5 | -40.522 | 51.522 | 1 | 73-68 | -20 | -73.142 | 33.142 | 1 | 74-68 | -8.25 | -50.262 | 33.762 | 1 | 75-68 | -4.167 | -44.754 | 36.421 | 1 | 76-68 | -4.25 | -46.262 | 37.762 | 1 | 77-68 | 3.571 | -36.6 | 43.743 | 1 | 78-68 | -12 | -58.022 | 34.022 | 1 | 79-68 | 2.167 | -38.421 | 42.754 | 1 | 80-68 | 3.167 | -37.421 | 43.754 | 1 | 81-68 | 7.714 | -32.457 | 47.885 | 1 | 82-68 | -2.333 | -45.723 | 41.057 | 1 | 83-68 | 6.714 | -33.457 | 46.885 | 1 | 84-68 | -6.143 | -46.314 | 34.028 | 1 | 85-68 | 5.5 | -33.611 | 44.611 | 1 | 86-68 | 5 | -35.171 | 45.171 | 1 | 87-68 | 1.167 | -39.421 | 41.754 | 1 | 88-68 | -0.5 | -46.522 | 45.522 | 1 | 89-68 | 3.6 | -37.563 | 44.763 | 1 | 90-68 | 10.5 | -35.522 | 56.522 | 1 | 91-68 | 1.667 | -41.723 | 45.057 | 1 | 92-68 | 4.5 | -36.087 | 45.087 | 1 | 93-68 | 6.143 | -34.028 | 46.314 | 1 | 95-68 | 8.667 | -34.723 | 52.057 | 1 | 96-68 | 13.5 | -32.522 | 59.522 | 1 | 97-68 | -1 | -54.142 | 52.142 | 1 | 98-68 | 10.5 | -35.522 | 56.522 | 1 | 99-68 | 17.333 | -26.057 | 60.723 | 1 | 70-69 | 13.5 | -32.522 | 59.522 | 1 | 71-69 | 24.2 | -16.963 | 65.363 | 0.937 | 72-69 | 23.5 | -22.522 | 69.522 | 0.991 | 73-69 | -2 | -55.142 | 51.142 | 1 | 74-69 | 9.75 | -32.262 | 51.762 | 1 | 75-69 | 13.833 | -26.754 | 54.421 | 1 | 76-69 | 13.75 | -28.262 | 55.762 | 1 | 77-69 | 21.571 | -18.6 | 61.743 | 0.981 | 78-69 | 6 | -40.022 | 52.022 | 1 | 79-69 | 20.167 | -20.421 | 60.754 | 0.994 | 80-69 | 21.167 | -19.421 | 61.754 | 0.987 | 81-69 | 25.714 | -14.457 | 65.885 | 0.848 | 82-69 | 15.667 | -27.723 | 59.057 | 1 | 83-69 | 24.714 | -15.457 | 64.885 | 0.897 | 84-69 | 11.857 | -28.314 | 52.028 | 1 | 85-69 | 23.5 | -15.611 | 62.611 | 0.92 | 86-69 | 23 | -17.171 | 63.171 | 0.954 | 87-69 | 19.167 | -21.421 | 59.754 | 0.998 | 88-69 | 17.5 | -28.522 | 63.522 | 1 | 89-69 | 21.6 | -19.563 | 62.763 | 0.986 | 90-69 | 28.5 | -17.522 | 74.522 | 0.89 | 91-69 | 19.667 | -23.723 | 63.057 | 0.999 | 92-69 | 22.5 | -18.087 | 63.087 | 0.97 | 93-69 | 24.143 | -16.028 | 64.314 | 0.92 | 95-69 | 26.667 | -16.723 | 70.057 | 0.898 | 96-69 | 31.5 | -14.522 | 77.522 | 0.735 | 97-69 | 17 | -36.142 | 70.142 | 1 | 98-69 | 28.5 | -17.522 | 74.522 | 0.89 | 99-69 | 35.333 | -8.057 | 78.723 | 0.34 | 71-70 | 10.7 | -20.739 | 42.139 | 1 | 72-70 | 10 | -27.577 | 47.577 | 1 | 73-70 | -15.5 | -61.522 | 30.522 | 1 | 74-70 | -3.75 | -36.292 | 28.792 | 1 | 75-70 | 0.333 | -30.348 | 31.015 | 1 | 76-70 | 0.25 | -32.292 | 32.792 | 1 | 77-70 | 8.071 | -22.057 | 38.2 | 1 | 78-70 | -7.5 | -45.077 | 30.077 | 1 | 79-70 | 6.667 | -24.015 | 37.348 | 1 | 80-70 | 7.667 | -23.015 | 38.348 | 1 | 81-70 | 12.214 | -17.914 | 42.343 | 1 | 82-70 | 2.167 | -32.136 | 36.469 | 1 | 83-70 | 11.214 | -18.914 | 41.343 | 1 | 84-70 | -1.643 | -31.771 | 28.486 | 1 | 85-70 | 10 | -18.7 | 38.7 | 1 | 86-70 | 9.5 | -20.628 | 39.628 | 1 | 87-70 | 5.667 | -25.015 | 36.348 | 1 | 88-70 | 4 | -33.577 | 41.577 | 1 | 89-70 | 8.1 | -23.339 | 39.539 | 1 | 90-70 | 15 | -22.577 | 52.577 | 1 | 91-70 | 6.167 | -28.136 | 40.469 | 1 | 92-70 | 9 | -21.681 | 39.681 | 1 | 93-70 | 10.643 | -19.486 | 40.771 | 1 | 95-70 | 13.167 | -21.136 | 47.469 | 1 | 96-70 | 18 | -19.577 | 55.577 | 0.997 | 97-70 | 3.5 | -42.522 | 49.522 | 1 | 98-70 | 15 | -22.577 | 52.577 | 1 | 99-70 | 21.833 | -12.469 | 56.136 | 0.856 | 72-71 | -0.7 | -32.139 | 30.739 | 1 | 73-71 | -26.2 | -67.363 | 14.963 | 0.856 | 74-71 | -14.45 | -39.657 | 10.757 | 0.954 | 75-71 | -10.367 | -33.12 | 12.387 | 0.999 | 76-71 | -10.45 | -35.657 | 14.757 | 1 | 77-71 | -2.629 | -24.631 | 19.374 | 1 | 78-71 | -18.2 | -49.639 | 13.239 | 0.948 | 79-71 | -4.033 | -26.787 | 18.72 | 1 | 80-71 | -3.033 | -25.787 | 19.72 | 1 | 81-71 | 1.514 | -20.488 | 23.517 | 1 | 82-71 | -8.533 | -35.975 | 18.909 | 1 | 83-71 | 0.514 | -21.488 | 22.517 | 1 | 84-71 | -12.343 | -34.346 | 9.66 | 0.965 | 85-71 | -0.7 | -20.702 | 19.302 | 1 | 86-71 | -1.2 | -23.203 | 20.803 | 1 | 87-71 | -5.033 | -27.787 | 17.72 | 1 | 88-71 | -6.7 | -38.139 | 24.739 | 1 | 89-71 | -2.6 | -26.366 | 21.166 | 1 | 90-71 | 4.3 | -27.139 | 35.739 | 1 | 91-71 | -4.533 | -31.975 | 22.909 | 1 | 92-71 | -1.7 | -24.454 | 21.054 | 1 | 93-71 | -0.057 | -22.06 | 21.946 | 1 | 95-71 | 2.467 | -24.975 | 29.909 | 1 | 96-71 | 7.3 | -24.139 | 38.739 | 1 | 97-71 | -7.2 | -48.363 | 33.963 | 1 | 98-71 | 4.3 | -27.139 | 35.739 | 1 | 99-71 | 11.133 | -16.309 | 38.575 | 1 | 73-72 | -25.5 | -71.522 | 20.522 | 0.97 | 74-72 | -13.75 | -46.292 | 18.792 | 1 | 75-72 | -9.667 | -40.348 | 21.015 | 1 | 76-72 | -9.75 | -42.292 | 22.792 | 1 | 77-72 | -1.929 | -32.057 | 28.2 | 1 | 78-72 | -17.5 | -55.077 | 20.077 | 0.998 | 79-72 | -3.333 | -34.015 | 27.348 | 1 | 80-72 | -2.333 | -33.015 | 28.348 | 1 | 81-72 | 2.214 | -27.914 | 32.343 | 1 | 82-72 | -7.833 | -42.136 | 26.469 | 1 | 83-72 | 1.214 | -28.914 | 31.343 | 1 | 84-72 | -11.643 | -41.771 | 18.486 | 1 | 85-72 | 0 | -28.7 | 28.7 | 1 | 86-72 | -0.5 | -30.628 | 29.628 | 1 | 87-72 | -4.333 | -35.015 | 26.348 | 1 | 88-72 | -6 | -43.577 | 31.577 | 1 | 89-72 | -1.9 | -33.339 | 29.539 | 1 | 90-72 | 5 | -32.577 | 42.577 | 1 | 91-72 | -3.833 | -38.136 | 30.469 | 1 | 92-72 | -1 | -31.681 | 29.681 | 1 | 93-72 | 0.643 | -29.486 | 30.771 | 1 | 95-72 | 3.167 | -31.136 | 37.469 | 1 | 96-72 | 8 | -29.577 | 45.577 | 1 | 97-72 | -6.5 | -52.522 | 39.522 | 1 | 98-72 | 5 | -32.577 | 42.577 | 1 | 99-72 | 11.833 | -22.469 | 46.136 | 1 | 74-73 | 11.75 | -30.262 | 53.762 | 1 | 75-73 | 15.833 | -24.754 | 56.421 | 1 | 76-73 | 15.75 | -26.262 | 57.762 | 1 | 77-73 | 23.571 | -16.6 | 63.743 | 0.939 | 78-73 | 8 | -38.022 | 54.022 | 1 | 79-73 | 22.167 | -18.421 | 62.754 | 0.975 | 80-73 | 23.167 | -17.421 | 63.754 | 0.956 | 81-73 | 27.714 | -12.457 | 67.885 | 0.719 | 82-73 | 17.667 | -25.723 | 61.057 | 1 | 83-73 | 26.714 | -13.457 | 66.885 | 0.788 | 84-73 | 13.857 | -26.314 | 54.028 | 1 | 85-73 | 25.5 | -13.611 | 64.611 | 0.821 | 86-73 | 25 | -15.171 | 65.171 | 0.884 | 87-73 | 21.167 | -19.421 | 61.754 | 0.987 | 88-73 | 19.5 | -26.522 | 65.522 | 1 | 89-73 | 23.6 | -17.563 | 64.763 | 0.954 | 90-73 | 30.5 | -15.522 | 76.522 | 0.794 | 91-73 | 21.667 | -21.723 | 65.057 | 0.994 | 92-73 | 24.5 | -16.087 | 65.087 | 0.916 | 93-73 | 26.143 | -14.028 | 66.314 | 0.823 | 95-73 | 28.667 | -14.723 | 72.057 | 0.799 | 96-73 | 33.5 | -12.522 | 79.522 | 0.602 | 97-73 | 19 | -34.142 | 72.142 | 1 | 98-73 | 30.5 | -15.522 | 76.522 | 0.794 | 99-73 | 37.333 | -6.057 | 80.723 | 0.229 | 75-74 | 4.083 | -20.172 | 28.339 | 1 | 76-74 | 4 | -22.571 | 30.571 | 1 | 77-74 | 11.821 | -11.731 | 35.374 | 0.993 | 78-74 | -3.75 | -36.292 | 28.792 | 1 | 79-74 | 10.417 | -13.839 | 34.672 | 1 | 80-74 | 11.417 | -12.839 | 35.672 | 0.998 | 81-74 | 15.964 | -7.588 | 39.517 | 0.754 | 82-74 | 5.917 | -22.783 | 34.616 | 1 | 83-74 | 14.964 | -8.588 | 38.517 | 0.858 | 84-74 | 2.107 | -21.445 | 25.66 | 1 | 85-74 | 13.75 | -7.945 | 35.445 | 0.861 | 86-74 | 13.25 | -10.302 | 36.802 | 0.964 | 87-74 | 9.417 | -14.839 | 33.672 | 1 | 88-74 | 7.75 | -24.792 | 40.292 | 1 | 89-74 | 11.85 | -13.357 | 37.057 | 0.998 | 90-74 | 18.75 | -13.792 | 51.292 | 0.951 | 91-74 | 9.917 | -18.783 | 38.616 | 1 | 92-74 | 12.75 | -11.506 | 37.006 | 0.986 | 93-74 | 14.393 | -9.16 | 37.945 | 0.904 | 95-74 | 16.917 | -11.783 | 45.616 | 0.935 | 96-74 | 21.75 | -10.792 | 54.292 | 0.779 | 97-74 | 7.25 | -34.762 | 49.262 | 1 | 98-74 | 18.75 | -13.792 | 51.292 | 0.951 | 99-74 | 25.583 | -3.116 | 54.283 | 0.17 | 76-75 | -0.083 | -24.339 | 24.172 | 1 | 77-75 | 7.738 | -13.168 | 28.644 | 1 | 78-75 | -7.833 | -38.515 | 22.848 | 1 | 79-75 | 6.333 | -15.362 | 28.028 | 1 | 80-75 | 7.333 | -14.362 | 29.028 | 1 | 81-75 | 11.881 | -9.025 | 32.787 | 0.958 | 82-75 | 1.833 | -24.737 | 28.404 | 1 | 83-75 | 10.881 | -10.025 | 31.787 | 0.988 | 84-75 | -1.976 | -22.882 | 18.93 | 1 | 85-75 | 9.667 | -9.122 | 28.455 | 0.99 | 86-75 | 9.167 | -11.739 | 30.072 | 0.999 | 87-75 | 5.333 | -16.362 | 27.028 | 1 | 88-75 | 3.667 | -27.015 | 34.348 | 1 | 89-75 | 7.767 | -14.987 | 30.52 | 1 | 90-75 | 14.667 | -16.015 | 45.348 | 0.997 | 91-75 | 5.833 | -20.737 | 32.404 | 1 | 92-75 | 8.667 | -13.028 | 30.362 | 1 | 93-75 | 10.31 | -10.596 | 31.215 | 0.995 | 95-75 | 12.833 | -13.737 | 39.404 | 0.996 | 96-75 | 17.667 | -13.015 | 48.348 | 0.951 | 97-75 | 3.167 | -37.421 | 43.754 | 1 | 98-75 | 14.667 | -16.015 | 45.348 | 0.997 | 99-75 | 21.5 | -5.071 | 48.071 | 0.354 | 77-76 | 7.821 | -15.731 | 31.374 | 1 | 78-76 | -7.75 | -40.292 | 24.792 | 1 | 79-76 | 6.417 | -17.839 | 30.672 | 1 | 80-76 | 7.417 | -16.839 | 31.672 | 1 | 81-76 | 11.964 | -11.588 | 35.517 | 0.992 | 82-76 | 1.917 | -26.783 | 30.616 | 1 | 83-76 | 10.964 | -12.588 | 34.517 | 0.998 | 84-76 | -1.893 | -25.445 | 21.66 | 1 | 85-76 | 9.75 | -11.945 | 31.445 | 0.999 | 86-76 | 9.25 | -14.302 | 32.802 | 1 | 87-76 | 5.417 | -18.839 | 29.672 | 1 | 88-76 | 3.75 | -28.792 | 36.292 | 1 | 89-76 | 7.85 | -17.357 | 33.057 | 1 | 90-76 | 14.75 | -17.792 | 47.292 | 0.999 | 91-76 | 5.917 | -22.783 | 34.616 | 1 | 92-76 | 8.75 | -15.506 | 33.006 | 1 | 93-76 | 10.393 | -13.16 | 33.945 | 0.999 | 95-76 | 12.917 | -15.783 | 41.616 | 0.999 | 96-76 | 17.75 | -14.792 | 50.292 | 0.976 | 97-76 | 3.25 | -38.762 | 45.262 | 1 | 98-76 | 14.75 | -17.792 | 47.292 | 0.999 | 99-76 | 21.583 | -7.116 | 50.283 | 0.526 | 78-77 | -15.571 | -45.7 | 14.557 | 0.989 | 79-77 | -1.405 | -22.311 | 19.501 | 1 | 80-77 | -0.405 | -21.311 | 20.501 | 1 | 81-77 | 4.143 | -15.943 | 24.228 | 1 | 82-77 | -5.905 | -31.835 | 20.026 | 1 | 83-77 | 3.143 | -16.943 | 23.228 | 1 | 84-77 | -9.714 | -29.8 | 10.371 | 0.996 | 85-77 | 1.929 | -15.943 | 19.8 | 1 | 86-77 | 1.429 | -18.657 | 21.514 | 1 | 87-77 | -2.405 | -23.311 | 18.501 | 1 | 88-77 | -4.071 | -34.2 | 26.057 | 1 | 89-77 | 0.029 | -21.974 | 22.031 | 1 | 90-77 | 6.929 | -23.2 | 37.057 | 1 | 91-77 | -1.905 | -27.835 | 24.026 | 1 | 92-77 | 0.929 | -19.977 | 21.834 | 1 | 93-77 | 2.571 | -17.514 | 22.657 | 1 | 95-77 | 5.095 | -20.835 | 31.026 | 1 | 96-77 | 9.929 | -20.2 | 40.057 | 1 | 97-77 | -4.571 | -44.743 | 35.6 | 1 | 98-77 | 6.929 | -23.2 | 37.057 | 1 | 99-77 | 13.762 | -12.168 | 39.692 | 0.984 | 79-78 | 14.167 | -16.515 | 44.848 | 0.998 | 80-78 | 15.167 | -15.515 | 45.848 | 0.995 | 81-78 | 19.714 | -10.414 | 49.843 | 0.815 | 82-78 | 9.667 | -24.636 | 43.969 | 1 | 83-78 | 18.714 | -11.414 | 48.843 | 0.886 | 84-78 | 5.857 | -24.271 | 35.986 | 1 | 85-78 | 17.5 | -11.2 | 46.2 | 0.906 | 86-78 | 17 | -13.128 | 47.128 | 0.962 | 87-78 | 13.167 | -17.515 | 43.848 | 1 | 88-78 | 11.5 | -26.077 | 49.077 | 1 | 89-78 | 15.6 | -15.839 | 47.039 | 0.994 | 90-78 | 22.5 | -15.077 | 60.077 | 0.923 | 91-78 | 13.667 | -20.636 | 47.969 | 1 | 92-78 | 16.5 | -14.181 | 47.181 | 0.98 | 93-78 | 18.143 | -11.986 | 48.271 | 0.918 | 95-78 | 20.667 | -13.636 | 54.969 | 0.917 | 96-78 | 25.5 | -12.077 | 63.077 | 0.751 | 97-78 | 11 | -35.022 | 57.022 | 1 | 98-78 | 22.5 | -15.077 | 60.077 | 0.923 | 99-78 | 29.333 | -4.969 | 63.636 | 0.24 | 80-79 | 1 | -20.695 | 22.695 | 1 | 81-79 | 5.548 | -15.358 | 26.453 | 1 | 82-79 | -4.5 | -31.071 | 22.071 | 1 | 83-79 | 4.548 | -16.358 | 25.453 | 1 | 84-79 | -8.31 | -29.215 | 12.596 | 1 | 85-79 | 3.333 | -15.455 | 22.122 | 1 | 86-79 | 2.833 | -18.072 | 23.739 | 1 | 87-79 | -1 | -22.695 | 20.695 | 1 | 88-79 | -2.667 | -33.348 | 28.015 | 1 | 89-79 | 1.433 | -21.32 | 24.187 | 1 | 90-79 | 8.333 | -22.348 | 39.015 | 1 | 91-79 | -0.5 | -27.071 | 26.071 | 1 | 92-79 | 2.333 | -19.362 | 24.028 | 1 | 93-79 | 3.976 | -16.93 | 24.882 | 1 | 95-79 | 6.5 | -20.071 | 33.071 | 1 | 96-79 | 11.333 | -19.348 | 42.015 | 1 | 97-79 | -3.167 | -43.754 | 37.421 | 1 | 98-79 | 8.333 | -22.348 | 39.015 | 1 | 99-79 | 15.167 | -11.404 | 41.737 | 0.956 | 81-80 | 4.548 | -16.358 | 25.453 | 1 | 82-80 | -5.5 | -32.071 | 21.071 | 1 | 83-80 | 3.548 | -17.358 | 24.453 | 1 | 84-80 | -9.31 | -30.215 | 11.596 | 0.999 | 85-80 | 2.333 | -16.455 | 21.122 | 1 | 86-80 | 1.833 | -19.072 | 22.739 | 1 | 87-80 | -2 | -23.695 | 19.695 | 1 | 88-80 | -3.667 | -34.348 | 27.015 | 1 | 89-80 | 0.433 | -22.32 | 23.187 | 1 | 90-80 | 7.333 | -23.348 | 38.015 | 1 | 91-80 | -1.5 | -28.071 | 25.071 | 1 | 92-80 | 1.333 | -20.362 | 23.028 | 1 | 93-80 | 2.976 | -17.93 | 23.882 | 1 | 95-80 | 5.5 | -21.071 | 32.071 | 1 | 96-80 | 10.333 | -20.348 | 41.015 | 1 | 97-80 | -4.167 | -44.754 | 36.421 | 1 | 98-80 | 7.333 | -23.348 | 38.015 | 1 | 99-80 | 14.167 | -12.404 | 40.737 | 0.983 | 82-81 | -10.048 | -35.978 | 15.883 | 1 | 83-81 | -1 | -21.086 | 19.086 | 1 | 84-81 | -13.857 | -33.943 | 6.228 | 0.719 | 85-81 | -2.214 | -20.086 | 15.657 | 1 | 86-81 | -2.714 | -22.8 | 17.371 | 1 | 87-81 | -6.548 | -27.453 | 14.358 | 1 | 88-81 | -8.214 | -38.343 | 21.914 | 1 | 89-81 | -4.114 | -26.117 | 17.888 | 1 | 90-81 | 2.786 | -27.343 | 32.914 | 1 | 91-81 | -6.048 | -31.978 | 19.883 | 1 | 92-81 | -3.214 | -24.12 | 17.691 | 1 | 93-81 | -1.571 | -21.657 | 18.514 | 1 | 95-81 | 0.952 | -24.978 | 26.883 | 1 | 96-81 | 5.786 | -24.343 | 35.914 | 1 | 97-81 | -8.714 | -48.885 | 31.457 | 1 | 98-81 | 2.786 | -27.343 | 32.914 | 1 | 99-81 | 9.619 | -16.311 | 35.549 | 1 | 83-82 | 9.048 | -16.883 | 34.978 | 1 | 84-82 | -3.81 | -29.74 | 22.121 | 1 | 85-82 | 7.833 | -16.422 | 32.089 | 1 | 86-82 | 7.333 | -18.597 | 33.264 | 1 | 87-82 | 3.5 | -23.071 | 30.071 | 1 | 88-82 | 1.833 | -32.469 | 36.136 | 1 | 89-82 | 5.933 | -21.509 | 33.375 | 1 | 90-82 | 12.833 | -21.469 | 47.136 | 1 | 91-82 | 4 | -26.681 | 34.681 | 1 | 92-82 | 6.833 | -19.737 | 33.404 | 1 | 93-82 | 8.476 | -17.454 | 34.407 | 1 | 95-82 | 11 | -19.681 | 41.681 | 1 | 96-82 | 15.833 | -18.469 | 50.136 | 0.998 | 97-82 | 1.333 | -42.057 | 44.723 | 1 | 98-82 | 12.833 | -21.469 | 47.136 | 1 | 99-82 | 19.667 | -11.015 | 50.348 | 0.846 | 84-83 | -12.857 | -32.943 | 7.228 | 0.848 | 85-83 | -1.214 | -19.086 | 16.657 | 1 | 86-83 | -1.714 | -21.8 | 18.371 | 1 | 87-83 | -5.548 | -26.453 | 15.358 | 1 | 88-83 | -7.214 | -37.343 | 22.914 | 1 | 89-83 | -3.114 | -25.117 | 18.888 | 1 | 90-83 | 3.786 | -26.343 | 33.914 | 1 | 91-83 | -5.048 | -30.978 | 20.883 | 1 | 92-83 | -2.214 | -23.12 | 18.691 | 1 | 93-83 | -0.571 | -20.657 | 19.514 | 1 | 95-83 | 1.952 | -23.978 | 27.883 | 1 | 96-83 | 6.786 | -23.343 | 36.914 | 1 | 97-83 | -7.714 | -47.885 | 32.457 | 1 | 98-83 | 3.786 | -26.343 | 33.914 | 1 | 99-83 | 10.619 | -15.311 | 36.549 | 1 | 85-84 | 11.643 | -6.228 | 29.514 | 0.822 | 86-84 | 11.143 | -8.943 | 31.228 | 0.97 | 87-84 | 7.31 | -13.596 | 28.215 | 1 | 88-84 | 5.643 | -24.486 | 35.771 | 1 | 89-84 | 9.743 | -12.26 | 31.746 | 0.999 | 90-84 | 16.643 | -13.486 | 46.771 | 0.971 | 91-84 | 7.81 | -18.121 | 33.74 | 1 | 92-84 | 10.643 | -10.263 | 31.549 | 0.991 | 93-84 | 12.286 | -7.8 | 32.371 | 0.903 | 95-84 | 14.81 | -11.121 | 40.74 | 0.956 | 96-84 | 19.643 | -10.486 | 49.771 | 0.821 | 97-84 | 5.143 | -35.028 | 45.314 | 1 | 98-84 | 16.643 | -13.486 | 46.771 | 0.971 | 99-84 | 23.476 | -2.454 | 49.407 | 0.147 | 86-85 | -0.5 | -18.371 | 17.371 | 1 | 87-85 | -4.333 | -23.122 | 14.455 | 1 | 88-85 | -6 | -34.7 | 22.7 | 1 | 89-85 | -1.9 | -21.902 | 18.102 | 1 | 90-85 | 5 | -23.7 | 33.7 | 1 | 91-85 | -3.833 | -28.089 | 20.422 | 1 | 92-85 | -1 | -19.788 | 17.788 | 1 | 93-85 | 0.643 | -17.228 | 18.514 | 1 | 95-85 | 3.167 | -21.089 | 27.422 | 1 | 96-85 | 8 | -20.7 | 36.7 | 1 | 97-85 | -6.5 | -45.611 | 32.611 | 1 | 98-85 | 5 | -23.7 | 33.7 | 1 | 99-85 | 11.833 | -12.422 | 36.089 | 0.996 | 87-86 | -3.833 | -24.739 | 17.072 | 1 | 88-86 | -5.5 | -35.628 | 24.628 | 1 | 89-86 | -1.4 | -23.403 | 20.603 | 1 | 90-86 | 5.5 | -24.628 | 35.628 | 1 | 91-86 | -3.333 | -29.264 | 22.597 | 1 | 92-86 | -0.5 | -21.406 | 20.406 | 1 | 93-86 | 1.143 | -18.943 | 21.228 | 1 | 95-86 | 3.667 | -22.264 | 29.597 | 1 | 96-86 | 8.5 | -21.628 | 38.628 | 1 | 97-86 | -6 | -46.171 | 34.171 | 1 | 98-86 | 5.5 | -24.628 | 35.628 | 1 | 99-86 | 12.333 | -13.597 | 38.264 | 0.997 | 88-87 | -1.667 | -32.348 | 29.015 | 1 | 89-87 | 2.433 | -20.32 | 25.187 | 1 | 90-87 | 9.333 | -21.348 | 40.015 | 1 | 91-87 | 0.5 | -26.071 | 27.071 | 1 | 92-87 | 3.333 | -18.362 | 25.028 | 1 | 93-87 | 4.976 | -15.93 | 25.882 | 1 | 95-87 | 7.5 | -19.071 | 34.071 | 1 | 96-87 | 12.333 | -18.348 | 43.015 | 1 | 97-87 | -2.167 | -42.754 | 38.421 | 1 | 98-87 | 9.333 | -21.348 | 40.015 | 1 | 99-87 | 16.167 | -10.404 | 42.737 | 0.908 | 89-88 | 4.1 | -27.339 | 35.539 | 1 | 90-88 | 11 | -26.577 | 48.577 | 1 | 91-88 | 2.167 | -32.136 | 36.469 | 1 | 92-88 | 5 | -25.681 | 35.681 | 1 | 93-88 | 6.643 | -23.486 | 36.771 | 1 | 95-88 | 9.167 | -25.136 | 43.469 | 1 | 96-88 | 14 | -23.577 | 51.577 | 1 | 97-88 | -0.5 | -46.522 | 45.522 | 1 | 98-88 | 11 | -26.577 | 48.577 | 1 | 99-88 | 17.833 | -16.469 | 52.136 | 0.988 | 90-89 | 6.9 | -24.539 | 38.339 | 1 | 91-89 | -1.933 | -29.375 | 25.509 | 1 | 92-89 | 0.9 | -21.854 | 23.654 | 1 | 93-89 | 2.543 | -19.46 | 24.546 | 1 | 95-89 | 5.067 | -22.375 | 32.509 | 1 | 96-89 | 9.9 | -21.539 | 41.339 | 1 | 97-89 | -4.6 | -45.763 | 36.563 | 1 | 98-89 | 6.9 | -24.539 | 38.339 | 1 | 99-89 | 13.733 | -13.709 | 41.175 | 0.993 | 91-90 | -8.833 | -43.136 | 25.469 | 1 | 92-90 | -6 | -36.681 | 24.681 | 1 | 93-90 | -4.357 | -34.486 | 25.771 | 1 | 95-90 | -1.833 | -36.136 | 32.469 | 1 | 96-90 | 3 | -34.577 | 40.577 | 1 | 97-90 | -11.5 | -57.522 | 34.522 | 1 | 98-90 | 0 | -37.577 | 37.577 | 1 | 99-90 | 6.833 | -27.469 | 41.136 | 1 | 92-91 | 2.833 | -23.737 | 29.404 | 1 | 93-91 | 4.476 | -21.454 | 30.407 | 1 | 95-91 | 7 | -23.681 | 37.681 | 1 | 96-91 | 11.833 | -22.469 | 46.136 | 1 | 97-91 | -2.667 | -46.057 | 40.723 | 1 | 98-91 | 8.833 | -25.469 | 43.136 | 1 | 99-91 | 15.667 | -15.015 | 46.348 | 0.991 | 93-92 | 1.643 | -19.263 | 22.549 | 1 | 95-92 | 4.167 | -22.404 | 30.737 | 1 | 96-92 | 9 | -21.681 | 39.681 | 1 | 97-92 | -5.5 | -46.087 | 35.087 | 1 | 98-92 | 6 | -24.681 | 36.681 | 1 | 99-92 | 12.833 | -13.737 | 39.404 | 0.996 | 95-93 | 2.524 | -23.407 | 28.454 | 1 | 96-93 | 7.357 | -22.771 | 37.486 | 1 | 97-93 | -7.143 | -47.314 | 33.028 | 1 | 98-93 | 4.357 | -25.771 | 34.486 | 1 | 99-93 | 11.19 | -14.74 | 37.121 | 1 | 96-95 | 4.833 | -29.469 | 39.136 | 1 | 97-95 | -9.667 | -53.057 | 33.723 | 1 | 98-95 | 1.833 | -32.469 | 36.136 | 1 | 99-95 | 8.667 | -22.015 | 39.348 | 1 | 97-96 | -14.5 | -60.522 | 31.522 | 1 | 98-96 | -3 | -40.577 | 34.577 | 1 | 99-96 | 3.833 | -30.469 | 38.136 | 1 | 98-97 | 11.5 | -34.522 | 57.522 | 1 | 99-97 | 18.333 | -25.057 | 61.723 | 1 | 99-98 | 6.833 | -27.469 | 41.136 | 1 |
Levenes Test for Homogeneity of Variance | | Df | F value | Pr(>F) | Group | 40 | 0.678 | 0.919 | | 112 | | |
| Charts produced by software: | | http://www.freestatistics.org/blog/date/2009/Dec/14/t12608059164phsfg8wv5ztmjw/39msz1260805783.png (open in new window) | http://www.freestatistics.org/blog/date/2009/Dec/14/t12608059164phsfg8wv5ztmjw/39msz1260805783.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2009/Dec/14/t12608059164phsfg8wv5ztmjw/409i71260805783.png (open in new window) | http://www.freestatistics.org/blog/date/2009/Dec/14/t12608059164phsfg8wv5ztmjw/409i71260805783.ps (open in new window) |
| | Parameters (Session): | par1 = 1 ; par2 = 2 ; par3 = TRUE ; | | Parameters (R input): | par1 = 1 ; par2 = 2 ; par3 = TRUE ; | | R code (references can be found in the software module): | cat1 <- as.numeric(par1) #
cat2<- as.numeric(par2) #
intercept<-as.logical(par3)
x <- t(x)
x1<-as.numeric(x[,cat1])
f1<-as.character(x[,cat2])
xdf<-data.frame(x1,f1)
(V1<-dimnames(y)[[1]][cat1])
(V2<-dimnames(y)[[1]][cat2])
names(xdf)<-c('Response', 'Treatment')
if(intercept == FALSE) (lmxdf<-lm(Response ~ Treatment - 1, data = xdf) ) else (lmxdf<-lm(Response ~ Treatment, data = xdf) )
(aov.xdf<-aov(lmxdf) )
(anova.xdf<-anova(lmxdf) )
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'ANOVA Model', length(lmxdf$coefficients)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, paste(V1, ' ~ ', V2), length(lmxdf$coefficients)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'means',,TRUE)
for(i in 1:length(lmxdf$coefficients)){
a<-table.element(a, round(lmxdf$coefficients[i], digits=3),,FALSE)
}
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'ANOVA Statistics', 5+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, ' ',,TRUE)
a<-table.element(a, 'Df',,FALSE)
a<-table.element(a, 'Sum Sq',,FALSE)
a<-table.element(a, 'Mean Sq',,FALSE)
a<-table.element(a, 'F value',,FALSE)
a<-table.element(a, 'Pr(>F)',,FALSE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, V2,,TRUE)
a<-table.element(a, anova.xdf$Df[1],,FALSE)
a<-table.element(a, round(anova.xdf$'Sum Sq'[1], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'Mean Sq'[1], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'F value'[1], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'Pr(>F)'[1], digits=3),,FALSE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residuals',,TRUE)
a<-table.element(a, anova.xdf$Df[2],,FALSE)
a<-table.element(a, round(anova.xdf$'Sum Sq'[2], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'Mean Sq'[2], digits=3),,FALSE)
a<-table.element(a, ' ',,FALSE)
a<-table.element(a, ' ',,FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
bitmap(file='anovaplot.png')
boxplot(Response ~ Treatment, data=xdf, xlab=V2, ylab=V1)
dev.off()
if(intercept==TRUE){
thsd<-TukeyHSD(aov.xdf)
bitmap(file='TukeyHSDPlot.png')
plot(thsd)
dev.off()
}
if(intercept==TRUE){
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Tukey Honest Significant Difference Comparisons', 5,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, ' ', 1, TRUE)
for(i in 1:4){
a<-table.element(a,colnames(thsd[[1]])[i], 1, TRUE)
}
a<-table.row.end(a)
for(i in 1:length(rownames(thsd[[1]]))){
a<-table.row.start(a)
a<-table.element(a,rownames(thsd[[1]])[i], 1, TRUE)
for(j in 1:4){
a<-table.element(a,round(thsd[[1]][i,j], digits=3), 1, FALSE)
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}
if(intercept==FALSE){
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'TukeyHSD Message', 1,TRUE)
a<-table.row.end(a)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Must Include Intercept to use Tukey Test ', 1, FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable2.tab')
}
library(car)
lt.lmxdf<-levene.test(lmxdf)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Levenes Test for Homogeneity of Variance', 4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,' ', 1, TRUE)
for (i in 1:3){
a<-table.element(a,names(lt.lmxdf)[i], 1, FALSE)
}
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Group', 1, TRUE)
for (i in 1:3){
a<-table.element(a,round(lt.lmxdf[[i]][1], digits=3), 1, FALSE)
}
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,' ', 1, TRUE)
a<-table.element(a,lt.lmxdf[[1]][2], 1, FALSE)
a<-table.element(a,' ', 1, FALSE)
a<-table.element(a,' ', 1, FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
| |
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