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Calcite | Level 5
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Posted 06-30-2019 11:47 AM
(715 views)
So I have a data set where I looked at the area of a slice of beef sourced from a specific cut of beef (brisket, plate, flank,etc.), as well as a section along that cut of beef (front, center, back). I am trying to create the lsmeans analysis using glimmix, however I'm not sure where to put my repetition variables. I have 6 replicates for each cut, and 3 replicates of section for each cut; e.g 3 slices were measured for each back section for each of the 6 cut replicates. Do I put them in the class, model, or random statements? Right now I have this for my Glimmix statements, however I am not sure if I should be including the cut_rep(etition) and sec(tion)_rep(etition) in my class statment.
Lastly, is my model statement set up properly? I want to see the effect of cut and section along the cut, on slice area; "How do different sections along the cut compare to one another in terms of area?"
Title "Slice area";
proc glimmix data=image;
class cut section cut_rep sec_rep;
model slice_area = cut|section;
random cut_rep sec_rep;
lsmeans cut|section/ slice=section slice=cut adjust= tukey lines;
run;quit;
data image;
input cut$ cut_rep section$ sec_rep lean_area slice_area fat_area length width lean_percent technician; LW_ratio = length/width; LF_ratio = lean_area/(slice_area - lean_area) ;
datalines;
Brisket 1 Back 1 48.330 57.720 9.390 18.350 4.420 0.837318087 1.000
Brisket 1 Back 2 51.980 62.560 10.580 18.620 5.050 0.830882353 1.000
Brisket 1 Back 3 48.230 57.760 9.530 19.060 4.320 0.835006925 1.000
Brisket 1 Center 1 70.380 75.300 4.920 19.730 5.020 0.934661355 1.000
Brisket 1 Center 2 68.610 72.200 3.590 19.330 5.250 0.950277008 1.000
Brisket 1 Center 3 70.950 76.640 5.690 20.090 5.040 0.925756785 1.000
Brisket 1 Front 1 30.980 50.690 19.710 14.310 6.290 0.61116591 1.000
Brisket 1 Front 2 30.210 48.870 18.660 13.960 6.380 0.618170657 1.000
Brisket 1 Front 3 28.500 51.930 23.430 14.600 6.400 0.548815713 1.000
Brisket 2 Back 1 37.826 48.070 10.244 14.800 4.930 0.786894113 1.000
Brisket 2 Back 2 38.750 49.470 10.720 15.150 4.870 0.783303012 1.000
Brisket 2 Back 3 40.410 51.340 10.930 15.150 4.980 0.787105571 1.000
Brisket 2 Center 1 58.140 67.370 9.230 17.640 5.330 0.862995399 1.000
Brisket 2 Center 2 43.440 52.610 9.170 15.740 5.090 0.825698536 1.000
Brisket 2 Center 3 75.680 90.320 14.640 19.630 6.810 0.837909655 1.000
Brisket 2 Front 1 43.080 76.860 33.780 13.480 8.230 0.56049961 1.000
Brisket 2 Front 2 46.870 83.980 37.110 15.670 7.990 0.558109074 1.000
Brisket 2 Front 3 48.660 79.460 30.800 15.060 7.740 0.612383589 1.000
Brisket 3 Back 1 42.120 58.690 16.570 17.550 5.360 0.717669109 1.000
Brisket 3 Back 2 40.881 58.670 17.789 17.490 5.940 0.696795637 1.000
Brisket 3 Back 3 44.548 59.030 14.482 17.490 5.150 0.754667118 1.000
Brisket 3 Center 1 67.870 91.430 23.560 21.710 6.230 0.742316526 1.000
Brisket 3 Center 2 64.450 84.350 19.900 20.910 5.970 0.764078245 1.000
Brisket 3 Center 3 60.020 76.430 16.410 19.240 5.540 0.785293733 1.000
Brisket 3 Front 1 52.610 100.280 47.670 17.800 8.350 0.524631033 1.000
Brisket 3 Front 2 56.550 92.420 35.870 17.070 8.050 0.611880545 1.000
Brisket 3 Front 3 62.070 92.790 30.720 17.620 8.170 0.668929842 1.000
Brisket 4 Back 1 85.980 100.940 14.960 26.360 6.180 0.851793144 1.000
Brisket 4 Back 2 81.330 96.800 15.470 26.080 6.010 0.84018595 1.000
Brisket 4 Back 3 81.420 99.120 17.700 26.360 6.070 0.821428571 1.000
Brisket 4 Center 1 128.570 148.320 19.750 28.580 7.260 0.866841963 1.000
Brisket 4 Center 2 130.570 148.400 17.830 28.640 7.910 0.879851752 1.000
Brisket 4 Center 3 136.970 173.700 36.730 27.520 8.390 0.788543466 1.000
Brisket 4 Front 1 148.840 220.890 72.050 26.580 10.740 0.673819548 1.000
Brisket 4 Front 2 82.650 122.220 39.570 18.280 9.350 0.676239568 1.000
Brisket 4 Front 3 91.140 120.370 29.230 17.350 9.770 0.757165407 1.000
Brisket 5 Back 1 50.500 81.780 31.280 13.770 6.970 0.617510394 1.000
Brisket 5 Back 2 42.270 78.310 36.040 13.950 7.610 0.539777806 1.000
Brisket 5 Back 3 42.680 71.810 29.130 13.770 7.900 0.594346191 1.000
Brisket 5 Center 1 64.070 76.310 12.240 20.600 4.890 0.839601625 1.000
Brisket 5 Center 2 59.820 70.580 10.760 20.220 5.050 0.847548881 1.000
Brisket 5 Center 3 76.360 89.390 13.030 20.900 5.650 0.854234254 1.000
Brisket 5 Front 1 52.950 65.760 12.810 20.340 5.300 0.80520073 1.000
Brisket 5 Front 2 50.400 62.530 12.130 19.850 5.680 0.806013114 1.000
Brisket 5 Front 3 51.220 63.330 12.110 19.850 4.980 0.808779409 1.000
Brisket 6 Back 1 49.540 114.690 65.150 15.540 9.950 0.431946988 1.000
Brisket 6 Back 2 55.740 118.250 62.510 16.280 10.160 0.471374207 1.000
Brisket 6 Back 3 46.840 120.060 73.220 16.070 10.490 0.390138264 1.000
Brisket 6 Center 1 73.150 93.710 20.560 21.560 6.760 0.780599723 1.000
Brisket 6 Center 2 101.180 168.610 67.430 23.430 9.850 0.600083032 1.000
Brisket 6 Center 3 89.440 127.190 37.750 24.460 6.760 0.703199937 1.000
Brisket 6 Front 1 48.110 64.450 16.340 17.550 5.830 0.746470132 1.000
Brisket 6 Front 2 45.320 62.110 16.790 17.670 5.830 0.729673161 1.000
Brisket 6 Front 3 41.660 58.060 16.400 17.280 5.720 0.717533586 1.000
Brisket 1 Back 1 50.776 58.241 7.465 18.330 4.310 0.87182569 2.000
Brisket 1 Back 2 54.933 62.996 8.063 18.710 5.050 0.872007747 2.000
Brisket 1 Back 3 50.402 56.327 5.925 18.630 4.240 0.894810659 2.000
Brisket 1 Center 1 75.623 78.760 3.137 19.920 4.860 0.960170137 2.000
Brisket 1 Center 2 71.734 73.944 2.210 19.590 5.060 0.970112518 2.000
Brisket 1 Center 3 76.564 79.213 2.649 20.270 5.160 0.966558519 2.000
Brisket 1 Front 1 31.501 49.135 17.634 13.910 6.440 0.641111224 2.000
Brisket 1 Front 2 30.885 47.810 16.925 13.680 6.330 0.645994562 2.000
Brisket 1 Front 3 33.052 50.341 17.289 14.250 6.270 0.656562245 2.000
Brisket 2 Back 1 51.189 61.197 10.008 16.590 5.530 0.836462572 2.000
Brisket 2 Back 2 52.202 63.480 11.278 16.930 5.250 0.822337744 2.000
Brisket 2 Back 3 56.108 65.376 9.268 17.110 5.470 0.858235438 2.000
Brisket 2 Center 1 60.313 67.577 7.264 17.610 5.320 0.892507806 2.000
Brisket 2 Center 2 45.921 52.243 6.322 15.580 5.000 0.878988573 2.000
Brisket 2 Center 3 78.395 89.659 11.264 19.090 6.010 0.87436844 2.000
Brisket 2 Front 1 48.616 75.119 26.503 13.120 7.980 0.647186464 2.000
Brisket 2 Front 2 49.788 82.140 32.352 15.360 7.620 0.606135866 2.000
Brisket 2 Front 3 52.343 77.765 25.422 14.640 7.440 0.673092008 2.000
Brisket 3 Back 1 40.576 53.873 13.297 16.690 4.800 0.753178772 2.000
Brisket 3 Back 2 39.005 53.715 14.710 16.490 5.350 0.726147259 2.000
Brisket 3 Back 3 39.757 54.162 14.405 16.590 4.600 0.734038625 2.000
Brisket 3 Center 1 71.862 91.740 19.878 21.740 6.040 0.783322433 2.000
Brisket 3 Center 2 69.324 84.520 15.196 20.660 6.100 0.820208235 2.000
Brisket 3 Center 3 61.686 76.697 15.011 19.210 5.560 0.804281784 2.000
Brisket 3 Front 1 53.789 97.504 43.715 17.410 8.190 0.551659419 2.000
Brisket 3 Front 2 60.302 89.777 29.475 16.810 8.070 0.671686512 2.000
Brisket 3 Front 3 64.824 90.348 25.524 17.410 7.890 0.717492363 2.000
Brisket 4 Back 1 89.483 98.019 8.536 25.850 5.790 0.912914843 2.000
Brisket 4 Back 2 82.907 94.135 11.228 25.610 6.000 0.880724491 2.000
Brisket 4 Back 3 79.024 96.434 17.410 25.950 5.840 0.819462015 2.000
Brisket 4 Center 1 132.500 150.117 17.617 28.750 7.200 0.592004903 2.000
Brisket 4 Center 2 135.760 150.248 14.488 28.750 7.800 0.638311325 2.000
Brisket 4 Center 3 144.836 175.992 31.156 27.560 8.030 0.822969226 2.000
Brisket 4 Front 1 140.011 208.873 68.862 25.660 10.180 0.670316412 2.000
Brisket 4 Front 2 88.870 115.022 26.152 17.780 9.160 0.7726348 2.000
Brisket 4 Front 3 95.905 113.694 17.789 17.370 9.300 0.843536158 2.000
Brisket 5 Back 1 43.897 76.925 33.028 13.250 7.160 0.570646734 2.000
Brisket 5 Back 2 40.796 73.643 32.847 13.310 6.650 0.553969827 2.000
Brisket 5 Back 3 40.473 67.420 26.947 12.570 7.050 0.60031148 2.000
Brisket 5 Center 1 67.424 76.026 8.602 20.110 4.890 0.886854497 2.000
Brisket 5 Center 2 61.917 70.301 8.384 20.110 4.89 0.880741383 2.000
Brisket 5 Center 3 78.642 88.712 10.070 20.760 5.540 0.886486608 2.000
Brisket 5 Front 1 54.556 65.583 11.027 19.960 5.080 0.831861915 2.000
Brisket 5 Front 2 52.087 62.437 10.350 19.580 4.920 0.834232907 2.000
Brisket 5 Front 3 55.520 63.203 7.683 20.010 4.920 0.878439315 2.000
Brisket 6 Back 1 62.834 115.247 52.413 13.840 9.720 0.545211589 2.000
Brisket 6 Back 2 64.294 119.138 54.844 16.070 10.060 0.53965989 2.000
Brisket 6 Back 3 55.287 120.446 65.159 15.740 10.270 0.459018979 2.000
Brisket 6 Center 1 74.043 91.978 17.935 21.060 6.06 0.805007719 2.000
Brisket 6 Center 2 105.552 165.483 59.931 23.160 9.190 0.637841954 2.000
Brisket 6 Center 3 87.908 124.817 36.909 23.860 6.440 0.704295088 2.000
Brisket 6 Front 1 48.623 63.509 14.886 17.320 5.680 0.765608024 2.000
Brisket 6 Front 2 45.813 60.730 14.917 17.320 5.620 0.75437181 2.000
Brisket 6 Front 3 43.402 56.837 13.435 16.980 5.180 0.763622288 2.000
Clod_A 1 Back 1 24.170 28.740 4.570 11.960 3.840 0.84098817 1.000
Clod_A 1 Back 2 23.570 27.530 3.960 11.530 4.590 0.85615692 1.000
Clod_A 1 Back 3 22.710 24.470 1.760 11.100 3.420 0.928075194 1.000
Clod_A 1 Center 1 71.550 79.160 7.610 18.930 5.690 0.903865589 1.000
Clod_A 1 Center 2 74.470 81.040 6.570 19.150 5.620 0.918928924 1.000
Clod_A 1 Center 3 70.580 75.850 5.270 19.070 5.200 0.930520765 1.000
Clod_A 1 Front 1 68.080 76.170 8.090 20.140 5.040 0.893790206 1.000
Clod_A 1 Front 2 67.250 76.710 9.460 19.820 5.470 0.876678399 1.000
Clod_A 1 Front 3 66.160 77.560 11.400 19.930 5.850 0.853017019 1.000
Clod_A 2 Back 1 50.170 53.960 3.790 16.840 4.410 0.929762787 1.000
Clod_A 2 Back 2 49.320 52.300 2.980 17.510 4.290 0.943021033 1.000
Clod_A 2 Back 3 47.260 50.630 3.370 17.060 4.010 0.933438673 1.000
Clod_A 2 Center 1 66.801 72.280 5.479 19.110 5.550 0.924197565 1.000
Clod_A 2 Center 2 66.780 70.850 4.070 18.850 5.090 0.942554693 1.000
Clod_A 2 Center 3 66.110 68.970 2.860 18.440 4.930 0.958532695 1.000
Clod_A 2 Front 1 53.740 59.150 5.410 14.790 5.470 0.908537616 1.000
Clod_A 2 Front 2 61.020 65.000 3.980 16.370 5.530 0.938769231 1.000
Clod_A 2 Front 3 58.440 64.230 5.790 16.530 5.420 0.909855208 1.000
Clod_A 3 Back 1 60.250 64.100 3.850 19.550 4.660 0.939937598 1.000
Clod_A 3 Back 2 58.650 63.470 4.820 20.620 4.230 0.92405861 1.000
Clod_A 3 Back 3 59.350 64.740 5.390 20.460 4.450 0.916743899 1.000
Clod_A 3 Center 1 59.290 62.860 3.570 19.360 4.150 0.943207127 1.000
Clod_A 3 Center 2 61.440 65.050 3.610 19.360 4.410 0.944504228 1.000
Clod_A 3 Center 3 62.490 65.810 3.320 19.090 5.160 0.94955174 1.000
Clod_A 3 Front 1 71.170 74.040 2.870 16.120 6.940 0.961237169 1.000
Clod_A 3 Front 2 75.440 78.000 2.560 15.950 6.660 0.967179487 1.000
Clod_A 3 Front 3 80.520 83.840 3.320 16.460 7.160 0.960400763 1.000
Clod_A 4 Back 1 52.330 57.300 4.970 16.590 4.560 0.913263525 1.000
Clod_A 4 Back 2 49.770 54.180 4.410 16.430 4.100 0.918604651 1.000
Clod_A 4 Back 3 52.030 59.211 7.181 16.640 4.500 0.878721859 1.000
Clod_A 4 Center 1 23.960 25.720 1.760 13.050 3.850 0.931570762 1.000
Clod_A 4 Center 2 24.480 26.140 1.660 12.870 4.980 0.936495792 1.000
Clod_A 4 Center 3 23.650 25.370 1.720 13.140 3.810 0.93220339 1.000
Clod_A 4 Front 1 15.890 17.300 1.410 10.540 3.400 0.91849711 1.000
Clod_A 4 Front 2 15.210 16.040 0.830 9.980 3.960 0.948254364 1.000
Clod_A 4 Front 3 14.780 15.620 0.840 10.030 2.710 0.946222791 1.000
Clod_A 5 Back 1 40.080 45.600 5.520 12.010 5.270 0.878947368 1.000
Clod_A 5 Back 2 39.290 44.420 5.130 12.210 4.970 0.884511481 1.000
Clod_A 5 Back 3 39.450 43.710 4.260 13.380 4.560 0.902539465 1.000
Clod_A 5 Center 1 34.200 37.040 2.840 13.130 4.150 0.923326134 1.000
Clod_A 5 Center 2 27.370 31.330 3.960 13.860 4.100 0.873603575 1.000
Clod_A 5 Center 3 35.730 37.930 2.200 12.760 4.150 0.941998418 1.000
Clod_A 5 Front 1 25.590 28.000 2.410 12.800 4.280 0.913928571 1.000
Clod_A 5 Front 2 26.790 30.290 3.500 13.300 4.830 0.884450314 1.000
Clod_A 5 Front 3 28.650 33.150 4.500 13.300 5.480 0.864253394 1.000
Clod_A 6 Back 1 59.410 64.510 5.100 15.530 5.180 0.92094249 1.000
Clod_A 6 Back 2 58.630 63.560 4.930 15.480 5.380 0.922435494 1.000
Clod_A 6 Back 3 58.380 62.020 3.640 15.580 5.520 0.941309255 1.000
Clod_A 6 Center 1 57.340 61.490 4.150 15.240 5.130 0.932509351 1.000
Clod_A 6 Center 2 59.870 64.500 4.630 15.570 5.370 0.928217054 1.000
Clod_A 6 Center 3 62.340 66.610 4.270 15.760 5.320 0.935895511 1.000
Clod_A 6 Front 1 45.090 47.560 2.470 15.200 4.110 0.948065601 1.000
Clod_A 6 Front 2 43.380 46.220 2.840 15.050 4.160 0.938554738 1.000
Clod_A 6 Front 3 39.610 41.680 2.070 14.260 4.360 0.950335893 1.000
Clod_A 1 Back 1 25.579 29.226 3.647 11.950 3.390 0.875213851 2.000
Clod_A 1 Back 2 24.462 28.067 3.605 11.420 4.150 0.871557345 2.000
Clod_A 1 Back 3 23.260 24.917 1.657 11.090 3.180 0.933499217 2.000
Clod_A 1 Center 1 74.320 79.373 5.053 18.860 4.970 0.936338553 2.000
Clod_A 1 Center 2 74.919 81.234 6.315 18.970 5.240 0.922261615 2.000
Clod_A 1 Center 3 72.679 76.007 3.328 18.920 4.760 0.956214559 2.000
Clod_A 1 Front 1 71.806 76.508 4.702 20.130 5.480 0.938542375 2.000
Clod_A 1 Front 2 68.759 77.047 8.288 19.750 5.370 0.892429296 2.000
Clod_A 1 Front 3 69.976 77.858 7.882 19.970 5.640 0.898764417 2.000
Clod_A 2 Back 1 50.625 53.627 3.002 16.440 4.060 0.944020736 2.000
Clod_A 2 Back 2 48.952 52.001 3.049 16.940 3.890 0.941366512 2.000
Clod_A 2 Back 3 45.399 50.282 4.883 16.940 3.670 0.902887713 2.000
Clod_A 2 Center 1 66.800 71.536 4.736 19.060 5.310 0.933795571 2.000
Clod_A 2 Center 2 67.553 70.113 2.560 18.390 4.800 0.963487513 2.000
Clod_A 2 Center 3 65.407 68.164 2.757 18.140 4.750 0.95955343 2.000
Clod_A 2 Front 1 55.180 59.691 4.511 14.740 5.280 0.924427468 2.000
Clod_A 2 Front 2 62.723 65.524 2.801 16.480 5.180 0.957252304 2.000
Clod_A 2 Front 3 60.338 64.793 4.455 16.430 5.020 0.931242573 2.000
Clod_A 3 Back 1 60.754 64.307 3.553 19.580 4.610 0.944749405 2.000
Clod_A 3 Back 2 59.213 63.633 4.420 20.380 3.810 0.930539186 2.000
Clod_A 3 Back 3 59.847 64.876 5.029 20.220 4.130 0.92248289 2.000
Clod_A 3 Center 1 60.388 63.490 3.102 19.340 4.010 0.951141912 2.000
Clod_A 3 Center 2 62.170 65.720 3.550 19.290 4.270 0.945982958 2.000
Clod_A 3 Center 3 63.193 66.485 3.292 19.020 4.490 0.950485072 2.000
Clod_A 3 Front 1 69.467 74.086 4.619 15.670 6.750 0.937653538 2.000
Clod_A 3 Front 2 74.964 77.475 2.511 15.730 6.360 0.967589545 2.000
Clod_A 3 Front 3 80.398 83.206 2.808 15.670 6.920 0.966252434 2.000
Clod_A 4 Back 1 52.193 57.547 5.354 16.410 4.460 0.906963004 2.000
Clod_A 4 Back 2 50.327 54.481 4.154 16.360 4.100 0.923753235 2.000
Clod_A 4 Back 3 53.006 59.418 6.412 16.560 4.670 0.892086573 2.000
Clod_A 4 Center 1 24.265 25.705 1.440 13.180 3.670 0.94397977 2.000
Clod_A 4 Center 2 24.519 26.199 1.680 12.640 4.480 0.935875415 2.000
Clod_A 4 Center 3 23.370 25.372 2.002 13.090 3.580 0.92109412 2.000
Clod_A 4 Front 1 15.670 17.382 1.712 10.500 3.090 0.901507306 2.000
Clod_A 4 Front 2 14.818 16.176 1.358 9.900 3.450 0.916048467 2.000
Clod_A 4 Front 3 14.413 15.603 1.190 9.850 2.580 0.923732616 2.000
Clod_A 5 Back 1 40.699 44.765 4.066 11.590 5.020 0.909170111 2.000
Clod_A 5 Back 2 40.323 43.572 3.249 11.890 5.220 0.925433765 2.000
Clod_A 5 Back 3 37.884 42.827 4.943 13.200 4.420 0.884582156 2.000
Clod_A 5 Center 1 34.994 35.577 0.583 13.080 4.250 0.983613008 2.000
Clod_A 5 Center 2 27.251 31.760 4.509 13.860 3.890 0.858028967 2.000
Clod_A 5 Center 3 35.813 38.402 2.589 12.580 3.930 0.932581636 2.000
Clod_A 5 Front 1 26.096 28.236 2.140 12.650 3.600 0.924210228 2.000
Clod_A 5 Front 2 26.911 30.563 3.652 13.150 4.400 0.880509112 2.000
Clod_A 5 Front 3 29.949 33.406 3.457 13.250 5.150 0.896515596 2.000
Clod_A 6 Back 1 58.573 64.472 5.899 15.420 4.880 0.908502916 2.000
Clod_A 6 Back 2 57.238 63.514 6.276 15.170 5.020 0.90118714 2.000
Clod_A 6 Back 3 59.440 61.969 2.529 15.220 5.070 0.959189272 2.000
Clod_A 6 Center 1 57.338 62.421 5.083 15.250 5.020 0.918569071 2.000
Clod_A 6 Center 2 59.746 65.511 5.765 15.680 5.360 0.911999512 2.000
Clod_A 6 Center 3 63.794 67.595 3.801 15.440 4.920 0.94376803 2.000
Clod_A 6 Front 1 45.484 47.871 2.387 14.990 3.970 0.950136826 2.000
Clod_A 6 Front 2 43.318 46.519 3.201 14.890 4.020 0.931189406 2.000
Clod_A 6 Front 3 40.284 41.825 1.541 14.100 3.820 0.963156007 2.000
Clod_B 1 Back 1 50.830 54.743 3.913 12.840 5.690 0.928520541 1.000
Clod_B 1 Back 2 49.737 55.264 5.527 13.140 5.440 0.899989143 1.000
Clod_B 1 Back 3 50.056 57.297 7.241 13.400 5.690 0.873623401 1.000
Clod_B 1 Center 1 53.346 56.036 2.690 14.050 5.780 0.951995146 1.000
Clod_B 1 Center 2 54.436 57.346 2.910 14.370 5.890 0.949255397 1.000
Clod_B 1 Center 3 56.028 57.412 1.384 14.050 5.730 0.975893541 1.000
Clod_B 1 Front 1 33.400 34.939 1.539 11.020 3.750 0.955951802 1.000
Clod_B 1 Front 2 29.403 30.251 0.848 10.780 3.510 0.971967869 1.000
Clod_B 1 Front 3 27.078 28.141 1.063 10.870 3.420 0.962225934 1.000
Clod_B 2 Back 1 28.474 29.383 0.909 6.890 5.100 0.969063744 1.000
Clod_B 2 Back 2 23.915 25.256 1.341 7.520 4.840 0.946903706 1.000
Clod_B 2 Back 3 21.607 22.703 1.096 7.260 4.630 0.951724442 1.000
Clod_B 2 Center 1 64.470 67.570 3.100 15.940 5.940 0.954121652 1.000
Clod_B 2 Center 2 63.506 67.020 3.514 15.940 6.000 0.94756789 1.000
Clod_B 2 Center 3 68.933 71.705 2.772 16.060 6.060 0.961341608 1.000
Clod_B 2 Front 1 66.983 71.751 4.768 16.120 5.250 0.933547964 1.000
Clod_B 2 Front 2 64.512 69.067 4.555 16.690 4.840 0.934049546 1.000
Clod_B 2 Front 3 66.301 71.388 5.087 16.330 5.250 0.928741525 1.000
Clod_B 3 Back 1 44.238 45.978 1.740 13.620 4.270 0.962155814 1.000
Clod_B 3 Back 2 44.917 46.695 1.778 13.190 4.220 0.961923118 1.000
Clod_B 3 Back 3 46.498 48.299 1.801 13.510 4.270 0.962711443 1.000
Clod_B 3 Center 1 48.566 49.819 1.253 14.750 5.240 0.974848953 1.000
Clod_B 3 Center 2 47.512 49.473 1.961 14.750 5.040 0.960362218 1.000
Clod_B 3 Center 3 46.582 48.531 1.949 14.450 4.730 0.959840102 1.000
Clod_B 3 Front 1 22.527 23.373 0.846 9.050 3.580 0.96380439 1.000
Clod_B 3 Front 2 20.663 21.615 0.952 8.420 3.920 0.955956512 1.000
Clod_B 3 Front 3 18.689 19.730 1.041 8.720 3.440 0.947237709 1.000
Clod_B 4 Back 1 70.072 72.508 2.436 16.370 5.740 0.966403707 1.000
Clod_B 4 Back 2 71.594 75.288 3.694 16.520 6.180 0.950935076 1.000
Clod_B 4 Back 3 62.876 65.524 2.648 16.660 5.690 0.959587327 1.000
Clod_B 4 Center 1 81.241 85.386 4.145 17.270 6.180 0.501733305 1.000
Clod_B 4 Center 2 87.126 92.969 5.843 17.940 6.360 0.532349493 1.000
Clod_B 4 Center 3 91.677 95.148 3.471 17.880 6.420 0.96351999 1.000
Clod_B 4 Front 1 44.805 46.068 1.263 10.850 3.320 0.972584006 1.000
Clod_B 4 Front 2 42.841 44.102 1.261 10.630 5.500 0.971407192 1.000
Clod_B 4 Front 3 49.492 50.954 1.462 11.380 5.770 0.971307454 1.000
Clod_B 5 Back 1 64.929 68.045 3.116 15.200 5.720 0.954206775 1.000
Clod_B 5 Back 2 60.790 64.899 4.109 15.250 5.620 0.936686236 1.000
Clod_B 5 Back 3 61.341 64.516 3.175 15.510 5.310 0.950787402 1.000
Clod_B 5 Center 1 38.366 40.080 1.714 11.960 4.120 0.957235529 1.000
Clod_B 5 Center 2 39.210 41.555 2.345 12.330 4.500 0.943568764 1.000
Clod_B 5 Center 3 39.606 42.395 2.789 12.560 4.120 0.93421394 1.000
Clod_B 5 Front 1 17.675 19.332 1.657 8.510 2.880 0.914287192 1.000
Clod_B 5 Front 2 17.732 19.373 1.641 8.010 2.970 0.915294482 1.000
Clod_B 5 Front 3 14.052 15.295 1.243 8.100 2.750 0.918731612 1.000
Clod_B 6 Back 1 40.450 42.786 2.336 10.800 5.680 0.945402702 1.000
Clod_B 6 Back 2 37.000 39.660 2.660 10.400 5.530 0.932929904 1.000
Clod_B 6 Back 3 36.682 39.196 2.514 10.450 5.730 0.935860802 1.000
Clod_B 6 Center 1 49.000 50.997 1.997 12.240 5.950 0.960840834 1.000
Clod_B 6 Center 2 46.549 48.579 2.030 11.660 5.610 0.958212396 1.000
Clod_B 6 Center 3 49.472 51.006 1.534 11.750 5.900 0.969925107 1.000
Clod_B 6 Front 1 36.363 40.284 3.921 10.950 4.970 0.902666071 1.000
Clod_B 6 Front 2 37.023 40.577 3.554 11.170 4.910 0.912413436 1.000
Clod_B 6 Front 3 36.839 40.745 3.906 11.110 4.970 0.904135477 1.000
Clod_B 1 Back 1 49.910 55.418 5.508 12.870 5.730 0.90060991 2.000
Clod_B 1 Back 2 49.334 55.948 6.614 13.580 5.520 0.881783084 2.000
Clod_B 1 Back 3 50.262 58.033 7.771 13.990 5.730 0.86609343 2.000
Clod_B 1 Center 1 55.320 60.591 5.271 14.560 6.180 0.913006882 2.000
Clod_B 1 Center 2 57.643 62.004 4.361 14.940 6.180 0.929665828 2.000
Clod_B 1 Center 3 56.419 62.093 5.674 14.560 6.010 0.90862094 2.000
Clod_B 1 Front 1 32.991 35.560 2.569 11.210 4.080 0.927755906 2.000
Clod_B 1 Front 2 29.769 30.811 1.042 10.970 3.830 0.966180909 2.000
Clod_B 1 Front 3 27.165 28.591 1.426 11.120 3.400 0.950124165 2.000
Clod_B 2 Back 1 23.172 30.422 7.250 7.610 5.140 0.761685622 2.000
Clod_B 2 Back 2 19.273 26.140 6.867 7.660 4.930 0.737299158 2.000
Clod_B 2 Back 3 17.602 23.502 5.900 7.500 4.770 0.748957536 2.000
Clod_B 2 Center 1 65.330 71.138 5.808 16.480 6.050 0.918355872 2.000
Clod_B 2 Center 2 63.905 70.629 6.724 16.370 6.160 0.904798312 2.000
Clod_B 2 Center 3 71.360 75.499 4.139 16.540 6.270 0.945178082 2.000
Clod_B 2 Front 1 69.650 78.290 8.640 16.900 5.250 0.889641078 2.000
Clod_B 2 Front 2 66.472 75.331 8.859 17.440 5.270 0.882399012 2.000
Clod_B 2 Front 3 68.676 77.897 9.221 17.440 5.220 0.881625737 2.000
Clod_B 3 Back 1 43.716 46.453 2.737 13.700 4.400 0.941080232 2.000
Clod_B 3 Back 2 44.578 47.206 2.628 13.750 4.080 0.944329111 2.000
Clod_B 3 Back 3 45.530 48.499 2.969 13.750 4.570 0.938782243 2.000
Clod_B 3 Center 1 45.074 46.445 1.371 14.220 5.050 0.970481214 2.000
Clod_B 3 Center 2 44.125 46.101 1.976 14.090 4.760 0.957137589 2.000
Clod_B 3 Center 3 42.953 45.251 2.298 13.900 4.730 0.949216592 2.000
Clod_B 3 Front 1 23.157 24.049 0.892 9.340 3.540 0.962909061 2.000
Clod_B 3 Front 2 21.152 22.280 1.128 8.650 3.820 0.949371634 2.000
Clod_B 3 Front 3 19.045 20.297 1.252 8.850 3.540 0.938316007 2.000
Clod_B 4 Back 1 68.975 73.981 5.006 16.460 5.770 0.932333978 2.000
Clod_B 4 Back 2 70.085 76.782 6.697 16.790 5.910 0.912779037 2.000
Clod_B 4 Back 3 61.771 66.825 5.054 16.820 5.970 0.924369622 2.000
Clod_B 4 Center 1 84.220 88.475 4.255 17.660 6.270 0.482463973 2.000
Clod_B 4 Center 2 90.885 96.358 5.473 18.320 6.390 0.503455863 2.000
Clod_B 4 Center 3 90.994 98.624 7.630 18.320 6.480 0.922635464 2.000
Clod_B 4 Front 1 44.418 45.894 1.476 11.130 5.570 0.967838933 2.000
Clod_B 4 Front 2 42.686 43.969 1.283 10.820 5.460 0.970820351 2.000
Clod_B 4 Front 3 48.512 50.799 2.287 11.560 5.850 0.954979429 2.000
Clod_B 5 Back 1 61.999 68.052 6.053 15.1 5.9 0.911053312 2.000
Clod_B 5 Back 2 58.093 64.901 6.808 15.24 5.79 0.89510177 2.000
Clod_B 5 Back 3 59.253 64.514 5.261 15.59 5.48 0.918451809 2.000
Clod_B 5 Center 1 35.611 38.582 2.971 12.1 4.23 0.922995179 2.000
Clod_B 5 Center 2 36.138 39.986 3.848 12.38 4.48 0.903766318 2.000
Clod_B 5 Center 3 37.114 40.815 3.701 12.66 4.04 0.909322553 2.000
Clod_B 5 Front 1 17.215 19.187 1.972 8.58 2.87 0.897222077 2.000
Clod_B 5 Front 2 17.417 19.212 1.795 8.26 2.87 0.906568811 2.000
Clod_B 5 Front 3 13.473 15.171 1.698 8.22 2.6 0.888075934 2.000
Clod_B 6 Back 1 37.093 42.115 5.022 10.74 5.81 0.880755075 2.000
Clod_B 6 Back 2 34.642 39.014 4.372 10.54 5.54 0.887937663 2.000
Clod_B 6 Back 3 34.654 38.591 3.937 10.34 5.5 0.897981395 2.000
Clod_B 6 Center 1 50.250 53.040 2.790 12.49 5.98 0.94739819 2.000
Clod_B 6 Center 2 47.386 50.052 2.666 12.09 5.62 0.946735395 2.000
Clod_B 6 Center 3 49.797 52.610 2.813 12.32 5.91 0.946531078 2.000
Clod_B 6 Front 1 35.715 46.478 10.763 11.34 5.25 0.768428073 2.000
Clod_B 6 Front 2 37.160 41.841 4.681 11.41 5.07 0.888124089 2.000
Clod_B 6 Front 3 36.341 42.115 5.774 11.37 5.11 0.862899205 2.000
Flank 1 Back 1 26.760 31.930 5.170 13.570 3.970 0.8381 1.000
Flank 1 Back 2 24.200 27.640 3.440 13.450 3.380 0.8755 1.000
Flank 1 Back 3 32.250 35.900 3.650 14.230 3.910 0.8983 1.000
Flank 1 Center 1 27.210 32.800 5.590 13.710 3.860 0.8296 1.000
Flank 1 Center 2 24.810 28.500 3.690 13.770 3.080 0.8705 1.000
Flank 1 Center 3 38.260 42.430 4.170 14.940 4.480 0.9017 1.000
Flank 1 Front 1 28.060 33.340 5.280 13.920 3.170 0.8416 1.000
Flank 1 Front 2 36.970 39.090 2.120 14.540 4.500 0.9458 1.000
Flank 1 Front 3 26.120 29.890 3.770 13.380 3.350 0.8739 1.000
Flank 2 Back 1 31.000 33.790 2.790 12.660 3.440 0.9174 1.000
Flank 2 Back 2 31.180 33.410 2.230 12.750 3.490 0.9333 1.000
Flank 2 Back 3 29.600 32.760 3.160 12.800 3.580 0.9035 1.000
Flank 2 Center 1 33.570 35.700 2.130 12.640 3.860 0.9403 1.000
Flank 2 Center 2 32.530 34.700 2.170 12.370 3.590 0.9375 1.000
Flank 2 Center 3 25.680 29.330 3.650 13.500 3.270 0.8756 1.000
Flank 2 Front 1 24.690 27.820 3.130 12.770 2.950 0.8875 1.000
Flank 2 Front 2 24.630 27.370 2.740 12.820 3.530 0.8999 1.000
Flank 2 Front 3 25.930 28.860 2.930 13.110 3.530 0.8985 1.000
Flank 3 Back 1 27.780 31.170 3.390 13.380 3.180 0.8912 1.000
Flank 3 Back 2 26.050 29.030 2.980 12.880 3.050 0.8973 1.000
Flank 3 Back 3 24.760 27.350 2.590 12.740 2.910 0.9053 1.000
Flank 3 Center 1 26.270 31.690 5.420 13.980 4.100 0.8290 1.000
Flank 3 Center 2 28.650 33.180 4.530 14.230 3.600 0.8635 1.000
Flank 3 Center 3 31.030 34.960 3.930 14.490 3.850 0.8876 1.000
Flank 3 Front 1 24.140 28.490 4.350 12.120 3.070 0.8473 1.000
Flank 3 Front 2 22.850 27.460 4.610 12.120 3.430 0.8321 1.000
Flank 3 Front 3 23.480 27.450 3.970 12.000 3.430 0.8554 1.000
Flank 4 Back 1 24.220 25.900 1.680 15.050 4.240 0.9351 1.000
Flank 4 Back 2 21.940 23.550 1.610 15.380 2.670 0.9316 1.000
Flank 4 Back 3 24.300 26.040 1.740 15.570 3.050 0.9332 1.000
Flank 4 Center 1 28.780 32.500 3.720 13.410 4.770 0.8855 1.000
Flank 4 Center 2 29.340 32.800 3.460 13.500 3.640 0.8945 1.000
Flank 4 Center 3 23.150 25.660 2.510 15.000 3.040 0.9022 1.000
Flank 4 Front 1 22.170 24.940 2.770 11.740 3.470 0.8889 1.000
Flank 4 Front 2 20.510 22.750 2.240 11.160 2.830 0.9015 1.000
Flank 4 Front 3 21.300 23.860 2.560 11.420 2.780 0.8927 1.000
Flank 5 Back 1 17.340 20.820 3.480 12.600 2.710 0.8329 1.000
Flank 5 Back 2 17.580 20.650 3.070 12.330 3.570 0.8513 1.000
Flank 5 Back 3 18.130 21.060 2.930 12.470 2.670 0.8609 1.000
Flank 5 Center 1 18.210 21.470 3.260 12.430 2.360 0.8482 1.000
Flank 5 Center 2 21.740 24.870 3.130 12.600 3.080 0.8741 1.000
Flank 5 Center 3 18.360 21.870 3.510 13.060 2.650 0.8395 1.000
Flank 5 Front 1 20.260 23.830 3.570 10.880 3.010 0.8502 1.000
Flank 5 Front 2 18.950 22.190 3.240 10.530 2.880 0.8540 1.000
Flank 5 Front 3 19.130 22.900 3.770 10.710 3.320 0.8354 1.000
Flank 6 Back 1 28.300 31.870 3.570 11.530 3.610 0.8880 1.000
Flank 6 Back 2 28.370 32.080 3.710 11.580 3.470 0.8844 1.000
Flank 6 Back 3 25.820 31.740 5.920 11.630 3.420 0.8135 1.000
Flank 6 Center 1 19.180 21.510 2.330 11.500 2.740 0.8917 1.000
Flank 6 Center 2 17.610 20.370 2.760 11.410 2.830 0.8645 1.000
Flank 6 Center 3 16.100 18.730 2.630 11.090 3.500 0.8596 1.000
Flank 6 Front 1 15.019 17.900 2.881 11.600 2.260 0.8391 1.000
Flank 6 Front 2 12.890 15.580 2.690 10.910 2.560 0.8273 1.000
Flank 6 Front 3 13.540 16.980 3.440 11.040 2.690 0.7974 1.000
Flank 1 Back 1 32.824 36.147 3.323 14.210 2.970 0.9081 2.000
Flank 1 Back 2 38.735 41.958 3.223 14.850 3.520 0.9232 2.000
Flank 1 Back 3 26.844 30.353 3.509 13.490 2.510 0.8844 2.000
Flank 1 Center 1 24.096 27.989 3.893 13.410 2.300 0.8609 2.000
Flank 1 Center 2 24.763 28.200 3.437 13.630 2.410 0.8781 2.000
Flank 1 Center 3 37.639 39.675 2.036 14.500 3.130 0.9487 2.000
Flank 1 Front 1 27.904 32.287 4.383 13.770 2.810 0.8642 2.000
Flank 1 Front 2 27.394 32.492 5.098 13.630 2.700 0.8431 2.000
Flank 1 Front 3 28.826 33.865 5.039 13.610 2.820 0.8512 2.000
Flank 2 Back 1 30.034 33.061 3.027 12.500 3.170 0.9084 2.000
Flank 2 Back 2 30.335 32.766 2.431 12.570 3.080 0.9258 2.000
Flank 2 Back 3 28.893 31.713 2.820 12.670 2.960 0.9111 2.000
Flank 2 Center 1 33.358 35.486 2.128 12.540 3.420 0.9400 2.000
Flank 2 Center 2 32.435 34.373 1.938 12.180 3.210 0.9436 2.000
Flank 2 Center 3 25.170 29.014 3.844 13.290 2.710 0.8675 2.000
Flank 2 Front 1 23.372 26.269 2.897 12.330 2.350 0.8897 2.000
Flank 2 Front 2 23.171 25.759 2.588 12.450 2.320 0.8995 2.000
Flank 2 Front 3 24.086 27.195 3.109 12.670 2.350 0.8857 2.000
Flank 3 Back 1 27.530 31.087 3.557 13.460 2.860 0.8856 2.000
Flank 3 Back 2 25.155 29.016 3.861 12.820 2.700 0.8669 2.000
Flank 3 Back 3 23.920 27.343 3.423 12.660 2.640 0.8748 2.000
Flank 3 Center 1 26.882 31.550 4.668 14.020 2.460 0.8520 2.000
Flank 3 Center 2 28.204 32.978 4.774 14.190 2.700 0.8552 2.000
Flank 3 Center 3 30.150 34.671 4.521 14.460 2.900 0.8696 2.000
Flank 3 Front 1 24.048 28.747 4.699 12.190 2.940 0.8365 2.000
Flank 3 Front 2 22.086 27.717 5.631 12.140 2.890 0.7968 2.000
Flank 3 Front 3 22.758 27.740 4.982 12.000 3.050 0.8204 2.000
Flank 4 Back 1 23.198 25.400 2.202 15.020 2.010 0.9133 2.000
Flank 4 Back 2 21.191 23.103 1.912 15.060 1.820 0.9172 2.000
Flank 4 Back 3 23.204 25.519 2.315 15.310 1.670 0.9093 2.000
Flank 4 Center 1 29.235 32.734 3.499 13.750 2.270 0.6106 2.000
Flank 4 Center 2 30.456 33.068 2.612 13.460 2.480 0.6388 2.000
Flank 4 Center 3 23.624 25.678 2.054 15.060 2.160 0.9200 2.000
Flank 4 Front 1 20.968 24.731 3.763 11.630 2.620 0.8478 2.000
Flank 4 Front 2 19.989 22.657 2.668 11.170 2.480 0.8822 2.000
Flank 4 Front 3 21.124 23.682 2.558 11.280 2.410 0.8920 2.000
Flank 5 Back 1 17.557 20.776 3.219 12.5 2.35 0.8451 2.000
Flank 5 Back 2 17.843 20.637 2.794 12.29 2.26 0.8646 2.000
Flank 5 Back 3 16.764 20.944 4.180 12.41 2.05 0.8004 2.000
Flank 5 Center 1 18.938 22.26 3.322 12.65 2.32 0.8508 2.000
Flank 5 Center 2 22.531 25.709 3.178 12.88 2.4 0.8764 2.000
Flank 5 Center 3 19.924 22.614 2.690 13.2 2.35 0.8810 2.000
Flank 5 Front 1 20.708 24.035 3.327 10.88 2.4 0.8616 2.000
Flank 5 Front 2 19.29 22.361 3.071 10.58 2.58 0.8627 2.000
Flank 5 Front 3 19.418 23.045 3.627 10.73 2.87 0.8426 2.000
Flank 6 Back 1 26.953 31.874 4.921 11.51 3.49 0.8456 2.000
Flank 6 Back 2 27.028 32.145 5.117 11.64 3.29 0.8408 2.000
Flank 6 Back 3 25.581 31.728 6.147 11.54 3.36 0.8063 2.000
Flank 6 Center 1 19.337 21.716 2.379 11.41 2.32 0.8904 2.000
Flank 6 Center 2 18.191 20.605 2.414 11.28 2.11 0.8828 2.000
Flank 6 Center 3 15.825 18.903 3.078 11.5 1.97 0.8372 2.000
Flank 6 Front 1 15.136 17.795 2.659 11.52 2.11 0.8506 2.000
Flank 6 Front 2 12.852 15.521 2.669 10.63 1.85 0.8280 2.000
Flank 6 Front 3 14.568 16.915 2.347 10.97 2.29 0.8612 2.000
OF 1 Back 1 106.778 110.951 4.173 23.350 5.590 0.9312 1.000
OF 1 Back 2 105.327 108.144 2.817 23.850 5.830 0.9281 1.000
OF 1 Back 3 102.598 105.752 3.154 24.200 5.950 0.9624 1.000
OF 1 Center 1 129.003 138.991 9.988 18.410 9.230 0.9406 1.000
OF 1 Center 2 122.545 134.218 11.673 17.720 9.070 0.9130 1.000
OF 1 Center 3 128.512 138.249 9.737 18.810 8.680 0.9740 1.000
OF 1 Front 1 92.530 99.364 6.834 16.530 7.120 0.9312 1.000
OF 1 Front 2 88.585 94.182 5.597 15.500 7.210 0.9406 1.000
OF 1 Front 3 94.531 100.883 6.352 16.020 7.790 0.9370 1.000
OF 2 Back 1 100.239 112.747 12.508 28.000 5.790 0.8891 1.000
OF 2 Back 2 101.398 116.479 15.081 28.050 5.550 0.8705 1.000
OF 2 Back 3 102.123 115.444 13.321 27.400 5.160 0.8846 1.000
OF 2 Center 1 153.962 168.004 14.042 23.600 9.370 0.9164 1.000
OF 2 Center 2 145.611 157.351 11.740 24.200 8.220 0.9254 1.000
OF 2 Center 3 140.421 155.147 14.726 22.240 9.370 0.9051 1.000
OF 2 Front 1 76.706 87.185 10.479 21.520 5.550 0.8798 1.000
OF 2 Front 2 68.628 79.028 10.400 20.170 5.100 0.8684 1.000
OF 2 Front 3 75.358 83.172 7.814 20.160 5.930 0.9061 1.000
OF 3 Back 1 76.909 82.916 6.007 26.930 3.900 0.9276 1.000
OF 3 Back 2 81.571 87.775 6.204 27.940 4.690 0.9293 1.000
OF 3 Back 3 79.435 84.629 5.194 27.700 3.710 0.9386 1.000
OF 3 Center 1 122.678 139.404 16.726 18.130 9.390 0.8800 1.000
OF 3 Center 2 123.896 145.612 21.716 22.190 9.000 0.8509 1.000
OF 3 Center 3 128.318 139.957 11.639 19.200 9.750 0.9168 1.000
OF 3 Front 1 65.467 72.716 7.249 11.640 7.500 0.9003 1.000
OF 3 Front 2 62.647 70.613 7.966 11.250 8.000 0.8872 1.000
OF 3 Front 3 58.766 68.933 10.167 10.950 8.020 0.8525 1.000
OF 4 Back 1 91.780 95.657 3.877 26.450 5.230 0.9595 1.000
OF 4 Back 2 89.624 93.188 3.564 25.940 5.330 0.9618 1.000
OF 4 Back 3 91.176 95.532 4.356 25.690 5.440 0.9544 1.000
OF 4 Center 1 142.012 160.826 18.814 19.610 11.350 0.5083 1.000
OF 4 Center 2 143.800 159.345 15.545 19.010 10.660 0.4908 1.000
OF 4 Center 3 142.438 149.848 7.410 19.310 10.810 0.9505 1.000
OF 4 Front 1 93.752 100.045 6.293 15.410 9.030 0.9371 1.000
OF 4 Front 2 81.755 86.129 4.374 14.640 8.280 0.9492 1.000
OF 4 Front 3 78.207 83.022 4.815 13.940 8.690 0.9420 1.000
OF 5 Back 1 117.918 129.151 11.233 26.820 8.390 0.9130 1.000
OF 5 Back 2 123.653 134.488 10.835 27.440 7.590 0.9194 1.000
OF 5 Back 3 111.669 119.995 8.326 27.790 6.180 0.9306 1.000
OF 5 Center 1 165.568 178.624 13.056 20.72 11.37 0.9269 1.000
OF 5 Center 2 188.463 202.263 13.800 24.65 10.66 0.9318 1.000
OF 5 Center 3 187.765 200.162 12.397 25.05 10.23 0.9381 1.000
OF 5 Front 1 113.512 120.736 7.224 15.04 9.7 0.9402 1.000
OF 5 Front 2 108.360 115.376 7.016 14.97 9.68 0.9392 1.000
OF 5 Front 3 106.322 115.899 9.577 15.3 9.81 0.9174 1.000
OF 6 Back 1 83.109 90.42 7.311 24.78 5.76 0.9191 1.000
OF 6 Back 2 81.279 90.403 9.124 24.96 5.02 0.8991 1.000
OF 6 Back 3 76.391 84.623 8.232 25.09 5.15 0.9027 1.000
OF 6 Center 1 140.818 152.307 11.489 20.76 10.51 0.9246 1.000
OF 6 Center 2 133.679 151.106 17.427 22.06 9.58 0.8847 1.000
OF 6 Center 3 117.138 125.191 8.053 21.59 7.59 0.9357 1.000
OF 6 Front 1 62.905 71.231 8.326 12.72 7.43 0.8831 1.000
OF 6 Front 2 60.877 71.615 10.738 12.88 7.92 0.8501 1.000
OF 6 Front 3 52.464 62.088 9.624 11.69 7.46 0.8450 1.000
OF 1 Back 1 105.480 112.330 6.850 23.590 6.070 0.9390 2.000
OF 1 Back 2 101.950 108.300 6.350 23.900 6.100 0.9414 2.000
OF 1 Back 3 100.880 105.230 4.350 24.450 6.070 0.9587 2.000
OF 1 Center 1 125.360 140.610 15.250 19.410 9.860 0.8915 2.000
OF 1 Center 2 119.760 134.590 14.830 18.770 9.790 0.8898 2.000
OF 1 Center 3 125.050 137.110 12.060 19.080 9.040 0.9120 2.000
OF 1 Front 1 88.430 100.580 12.150 16.960 7.420 0.8792 2.000
OF 1 Front 2 85.810 94.410 8.600 16.120 7.380 0.9089 2.000
OF 1 Front 3 91.740 100.090 8.350 16.430 8.030 0.9166 2.000
OF 2 Back 1 98.190 112.370 14.180 28.210 6.000 0.8738 2.000
OF 2 Back 2 101.140 115.550 14.410 28.130 5.550 0.8753 2.000
OF 2 Back 3 105.350 119.120 13.770 28.010 5.720 0.8844 2.000
OF 2 Center 1 151.320 166.960 15.640 23.830 9.290 0.9063 2.000
OF 2 Center 2 141.340 156.720 15.380 24.450 8.090 0.9019 2.000
OF 2 Center 3 141.630 159.930 18.300 22.650 10.060 0.8856 2.000
OF 2 Front 1 76.430 86.620 10.190 21.690 6.230 0.8824 2.000
OF 2 Front 2 68.460 78.700 10.240 20.320 5.770 0.8699 2.000
OF 2 Front 3 74.680 85.800 11.120 20.780 6.270 0.8704 2.000
OF 3 Back 1 77.110 83.540 6.430 27.450 4.800 0.9230 2.000
OF 3 Back 2 81.730 86.330 4.600 27.770 5.080 0.9467 2.000
OF 3 Back 3 78.520 83.730 5.210 27.860 4.760 0.9378 2.000
OF 3 Center 1 122.680 140.560 17.880 18.440 10.320 0.8728 2.000
OF 3 Center 2 126.560 142.840 16.280 22.130 9.480 0.8860 2.000
OF 3 Center 3 124.520 138.560 14.040 19.220 9.760 0.8987 2.000
OF 3 Front 1 62.240 73.290 11.050 11.920 8.000 0.8492 2.000
OF 3 Front 2 60.740 69.580 8.840 11.280 8.240 0.8730 2.000
OF 3 Front 3 56.830 68.140 11.310 11.370 7.740 0.8340 2.000
OF 4 Back 1 92.440 96.100 3.660 26.700 5.370 0.9619 2.000
OF 4 Back 2 84.180 92.100 7.920 26.040 5.740 0.9140 2.000
OF 4 Back 3 86.640 94.850 8.210 14.190 8.620 0.9134 2.000
OF 4 Center 1 138.900 161.390 22.490 19.720 11.640 0.8606 2.000
OF 4 Center 2 131.840 157.110 25.270 19.080 11.490 0.8392 2.000
OF 4 Center 3 131.980 147.330 15.350 19.520 11.220 0.8958 2.000
OF 4 Front 1 91.710 100.440 8.730 15.650 9.370 0.9131 2.000
OF 4 Front 2 78.350 85.070 6.720 14.810 8.230 0.9210 2.000
OF 4 Front 3 74.420 81.430 7.010 25.720 5.520 0.9139 2.000
OF 5 Back 1 113.590 126.090 12.500 26.920 8.360 0.9009 2.000
OF 5 Back 2 114.860 131.200 16.340 27.040 7.640 0.8755 2.000
OF 5 Back 3 110.440 119.510 9.070 27.880 6.640 0.9241 2.000
OF 5 Center 1 164.910 174.36 9.450 20.620 11.160 0.9458 2.000
OF 5 Center 2 183.550 197.17 13.620 24.700 10.800 0.9309 2.000
OF 5 Center 3 181.850 199.370 17.520 25.000 10.550 0.9121 2.000
OF 5 Front 1 109.85 117.96 8.110 15.34 9.73 0.9312 2.000
OF 5 Front 2 104.94 112.55 7.610 14.86 10.11 0.9324 2.000
OF 5 Front 3 103.920 115.44 11.520 15.410 10.140 0.9002 2.000
OF 6 Back 1 82.800 91.2 8.400 25.490 5.850 0.9079 2.000
OF 6 Back 2 79.080 88.94 9.860 24.950 5.310 0.8891 2.000
OF 6 Back 3 75.310 86.15 10.840 25.470 5.800 0.8742 2.000
OF 6 Center 1 140.23 153.48 13.250 21.25 10.83 0.9137 2.000
OF 6 Center 2 134.000 148.63 14.630 21.880 9.370 0.9016 2.000
OF 6 Center 3 116.210 127.41 11.200 21.930 7.730 0.9121 2.000
OF 6 Front 1 61.28 71.86 10.580 12.64 8.14 0.8528 2.000
OF 6 Front 2 57.16 70.66 13.500 12.97 8.06 0.8089 2.000
OF 6 Front 3 52.05 63.49 11.440 12 7.73 0.8198 2.000
SR 1 Back 1 43.420 83.890 40.470 17.820 7.090 0.5176 1.000
SR 1 Back 2 48.990 85.420 36.430 18.170 8.420 0.5735 1.000
SR 1 Back 3 49.910 90.220 40.310 17.880 8.940 0.5532 1.000
SR 1 Center 1 44.300 89.620 45.320 16.890 6.500 0.4943 1.000
SR 1 Center 2 45.650 89.750 44.100 17.160 7.200 0.5086 1.000
SR 1 Center 3 41.560 84.310 42.750 17.220 6.820 0.4929 1.000
SR 1 Front 1 57.280 98.160 40.880 17.770 8.020 0.5835 1.000
SR 1 Front 2 59.440 98.950 39.510 18.080 7.410 0.6007 1.000
SR 1 Front 3 62.920 101.590 38.670 18.390 7.840 0.6194 1.000
SR 2 Back 1 52.780 82.740 29.960 16.380 6.290 0.6379 1.000
SR 2 Back 2 52.280 85.760 33.480 16.620 6.630 0.6096 1.000
SR 2 Back 3 52.990 84.190 31.200 16.620 6.290 0.6294 1.000
SR 2 Center 1 39.020 72.830 33.810 15.470 7.270 0.5358 1.000
SR 2 Center 2 37.050 72.780 35.730 15.350 7.970 0.5091 1.000
SR 2 Center 3 38.160 71.990 33.830 15.000 7.730 0.5301 1.000
SR 2 Front 1 50.070 89.880 39.810 18.350 7.410 0.5571 1.000
SR 2 Front 2 47.400 86.110 38.710 18.000 6.530 0.5505 1.000
SR 2 Front 3 47.050 83.310 36.260 17.760 7.290 0.5648 1.000
SR 3 Back 1 41.270 79.960 38.690 17.280 6.960 0.5161 1.000
SR 3 Back 2 39.360 75.880 36.520 16.360 6.580 0.5187 1.000
SR 3 Back 3 41.280 76.900 35.620 16.900 7.230 0.5368 1.000
SR 3 Center 1 29.400 66.040 36.640 16.780 6.240 0.4452 1.000
SR 3 Center 2 30.590 65.270 34.680 16.990 6.400 0.4687 1.000
SR 3 Center 3 26.640 67.480 40.840 16.880 6.500 0.3948 1.000
SR 3 Front 1 58.860 86.250 27.390 16.000 6.850 0.6824 1.000
SR 3 Front 2 58.780 84.740 25.960 16.120 7.090 0.6937 1.000
SR 3 Front 3 60.260 86.150 25.890 15.940 7.090 0.6995 1.000
SR 4 Back 1 47.150 88.110 40.960 18.840 7.740 0.5351 1.000
SR 4 Back 2 46.140 80.960 34.820 18.240 6.600 0.5699 1.000
SR 4 Back 3 47.250 80.340 33.090 18.540 6.360 0.5881 1.000
SR 4 Center 1 30.510 69.230 38.720 16.800 6.740 0.8463 1.000
SR 4 Center 2 27.530 72.940 45.410 16.850 6.970 0.8418 1.000
SR 4 Center 3 31.900 76.840 44.940 16.690 6.970 0.4151 1.000
SR 4 Front 1 56.710 103.770 47.060 16.570 9.240 0.5465 1.000
SR 4 Front 2 58.590 106.010 47.420 16.800 8.490 0.5527 1.000
SR 4 Front 3 61.400 107.610 46.210 17.210 8.660 0.5706 1.000
SR 5 Back 1 36.410 77.190 40.780 16.580 7.220 0.4717 1.000
SR 5 Back 2 37.580 75.630 38.050 16.690 6.180 0.4969 1.000
SR 5 Back 3 45.860 76.790 30.930 16.690 6.620 0.5972 1.000
SR 5 Center 1 32.220 68.040 35.820 16.460 5.560 0.4735 1.000
SR 5 Center 2 28.460 57.110 28.650 15.280 5.670 0.4983 1.000
SR 5 Center 3 36.100 67.290 31.190 16.960 6.570 0.5365 1.000
SR 5 Front 1 54.920 108.510 53.590 18.590 7.810 0.5061 1.000
SR 5 Front 2 58.560 105.980 47.420 17.450 8.250 0.5526 1.000
SR 5 Front 3 66.520 120.630 54.110 17.450 9.700 0.5514 1.000
SR 6 Back 1 55.230 90.490 35.260 15.760 7.230 0.6103 1.000
SR 6 Back 2 52.400 87.270 34.870 15.050 7.700 0.6004 1.000
SR 6 Back 3 53.540 85.500 31.960 15.640 6.930 0.6262 1.000
SR 6 Center 1 39.360 70.330 30.970 14.610 6.400 0.5596 1.000
SR 6 Center 2 42.180 72.110 29.930 14.670 6.670 0.5849 1.000
SR 6 Center 3 41.080 72.610 31.530 14.780 6.400 0.5658 1.000
SR 6 Front 1 35.360 57.640 22.280 15.100 5.120 0.6135 1.000
SR 6 Front 2 31.590 57.060 25.470 15.210 5.340 0.5536 1.000
SR 6 Front 3 30.810 56.070 25.260 15.160 5.710 0.5495 1.000
SR 7 Back 1 46.660 74.820 28.160 19.430 5.250 0.6236 1.000
SR 7 Back 2 41.180 69.690 28.510 19.100 5.640 0.5909 1.000
SR 7 Back 3 38.980 63.940 24.960 18.220 6.180 0.6096 1.000
SR 7 Center 1 45.750 71.920 26.170 16.460 5.310 0.6361 1.000
SR 7 Center 2 43.920 72.250 28.330 16.890 6.010 0.6079 1.000
SR 7 Center 3 45.150 76.240 31.090 17.430 6.230 0.5922 1.000
SR 7 Front 1 54.990 88.780 33.790 16.760 6.060 0.6194 1.000
SR 7 Front 2 54.140 89.690 35.550 16.650 6.270 0.6036 1.000
SR 7 Front 3 53.860 88.090 34.230 16.820 6.920 0.6114 1.000
SR 1 Back 1 50.609 85.010 34.401 17.830 7.370 0.5953 2.000
SR 1 Back 2 47.537 86.562 39.025 17.770 8.070 0.5492 2.000
SR 1 Back 3 52.586 91.267 38.681 17.710 8.770 0.5762 2.000
SR 1 Center 1 50.046 89.960 39.914 16.440 6.460 0.5563 2.000
SR 1 Center 2 54.387 90.103 35.716 16.930 6.510 0.6036 2.000
SR 1 Center 3 47.588 84.633 37.045 16.930 6.730 0.5623 2.000
SR 1 Front 1 64.431 99.776 35.345 17.790 7.650 0.6458 2.000
SR 1 Front 2 63.542 100.467 36.925 17.920 7.780 0.6325 2.000
SR 1 Front 3 62.375 103.213 40.838 18.160 7.590 0.6043 2.000
SR 2 Back 1 53.852 83.015 29.163 15.960 6.050 0.6487 2.000
SR 2 Back 2 52.902 85.977 33.075 16.360 6.570 0.6153 2.000
SR 2 Back 3 53.878 84.534 30.656 16.250 6.340 0.6374 2.000
SR 2 Center 1 45.311 73.309 27.998 15.340 7.120 0.6181 2.000
SR 2 Center 2 39.646 73.320 33.674 15.170 7.580 0.5407 2.000
SR 2 Center 3 40.856 72.540 31.684 14.700 7.760 0.5632 2.000
SR 2 Front 1 50.582 89.851 39.269 18.000 6.760 0.5630 2.000
SR 2 Front 2 47.398 86.092 38.694 17.820 6.060 0.5506 2.000
SR 2 Front 3 52.246 83.255 31.009 17.710 6.940 0.6275 2.000
SR 3 Back 1 50.096 80.968 30.872 17.230 6.840 0.6187 2.000
SR 3 Back 2 46.399 76.829 30.430 16.240 6.230 0.6039 2.000
SR 3 Back 3 46.790 77.869 31.079 16.730 6.840 0.6009 2.000
SR 3 Center 1 29.932 66.459 36.527 16.620 6.260 0.4504 2.000
SR 3 Center 2 31.191 65.693 34.502 16.940 6.000 0.4748 2.000
SR 3 Center 3 29.041 67.901 38.860 16.890 6.360 0.4277 2.000
SR 3 Front 1 60.187 86.286 26.099 15.830 6.440 0.6975 2.000
SR 3 Front 2 59.148 84.737 25.589 15.890 6.560 0.6980 2.000
SR 3 Front 3 57.635 86.234 28.599 15.590 6.670 0.6684 2.000
SR 4 Back 1 53.129 88.364 35.235 18.500 7.090 0.6013 2.000
SR 4 Back 2 55.346 81.204 25.858 17.960 5.410 0.6816 2.000
SR 4 Back 3 50.254 80.534 30.280 18.380 5.470 0.6240 2.000
SR 4 Center 1 33.202 69.908 36.706 16.650 6.770 0.8797 2.000
SR 4 Center 2 26.675 73.633 46.958 16.540 6.600 0.8149 2.000
SR 4 Center 3 33.885 77.562 43.677 16.710 6.550 0.4369 2.000
SR 4 Front 1 58.378 104.447 46.069 16.330 9.270 0.5589 2.000
SR 4 Front 2 61.496 106.695 45.199 16.570 8.630 0.5764 2.000
SR 4 Front 3 60.002 108.323 48.321 16.680 8.570 0.5539 2.000
SR 5 Back 1 39.602 76.670 37.068 16.120 6.480 0.5165 2.000
SR 5 Back 2 38.275 74.938 36.663 16.290 5.880 0.5108 2.000
SR 5 Back 3 45.015 76.064 31.049 16.560 6.150 0.5918 2.000
SR 5 Center 1 33.677 67.609 33.932 16.290 5.210 0.4981 2.000
SR 5 Center 2 29.797 56.778 26.981 14.890 5.040 0.5248 2.000
SR 5 Center 3 37.810 66.852 29.042 16.350 5.770 0.5656 2.000
SR 5 Front 1 64.891 108.638 43.747 18.350 7.250 0.5973 2.000
SR 5 Front 2 58.295 106.128 47.833 17.090 4.550 0.5493 2.000
SR 5 Front 3 71.283 120.852 49.569 18.290 9.330 0.5898 2.000
SR 6 Back 1 58.955 91.363 32.408 15.310 7.030 0.6453 2.000
SR 6 Back 2 56.490 88.085 31.595 14.710 7.620 0.6413 2.000
SR 6 Back 3 56.903 86.391 29.488 15.190 6.910 0.6587 2.000
SR 6 Center 1 43.031 70.800 27.769 14.280 6.250 0.6078 2.000
SR 6 Center 2 45.359 72.601 27.242 14.500 6.470 0.6248 2.000
SR 6 Center 3 44.077 73.123 29.046 14.550 6.250 0.6028 2.000
SR 6 Front 1 39.234 57.690 18.456 14.950 4.540 0.6801 2.000
SR 6 Front 2 34.011 57.162 23.151 15.120 5.020 0.5950 2.000
SR 6 Front 3 32.881 56.175 23.294 15.060 5.390 0.5853 2.000
SR 7 Back 1 51.404 74.676 23.272 19.130 4.810 0.6884 2.000
SR 7 Back 2 42.841 69.529 26.688 19.080 4.970 0.6162 2.000
SR 7 Back 3 43.363 63.808 20.445 18.040 5.630 0.6796 2.000
SR 7 Center 1 48.887 72.193 23.306 16.430 5.210 0.6772 2.000
SR 7 Center 2 48.700 72.518 23.818 16.920 5.370 0.6716 2.000
SR 7 Center 3 46.778 76.441 29.663 17.030 5.970 0.6119 2.000
SR 7 Front 1 59.069 89.092 30.023 16.520 5.900 0.6630 2.000
SR 7 Front 2 60.558 90.025 29.467 16.250 6.070 0.6727 2.000
SR 7 Front 3 55.153 88.413 33.260 16.470 5.960 0.6238 2.000
Navel 1 Front 1 82.850 117.230 34.380 19.700 8.020 0.7067 1.000
Navel 1 Front 2 82.200 123.530 41.330 18.720 9.330 0.6654 1.000
Navel 1 Front 3 83.350 125.070 41.720 18.980 9.330 0.6664 1.000
Navel 1 Center 1 66.910 107.490 40.580 21.670 7.560 0.6225 1.000
Navel 1 Center 2 73.070 107.130 34.060 21.760 8.090 0.6821 1.000
Navel 1 Center 3 75.990 110.580 34.590 21.380 8.270 0.6872 1.000
Navel 1 Back 1 57.790 96.710 38.920 21.910 7.250 0.5976 1.000
Navel 1 Back 2 60.860 97.710 36.850 22.020 6.460 0.6229 1.000
Navel 1 Back 3 63.420 99.860 36.440 21.690 7.080 0.6351 1.000
Navel 2 Front 1 65.370 101.310 35.940 19.580 8.450 0.6452 1.000
Navel 2 Front 2 71.860 113.980 42.120 18.730 8.520 0.6305 1.000
Navel 2 Front 3 76.050 118.610 42.560 19.390 9.040 0.6412 1.000
Navel 2 Center 1 63.950 95.900 31.950 19.640 6.840 0.6668 1.000
Navel 2 Center 2 62.920 96.580 33.660 19.880 7.260 0.6515 1.000
Navel 2 Center 3 73.430 100.770 27.340 20.530 7.380 0.7287 1.000
Navel 2 Back 1 52.610 91.120 38.510 19.520 7.220 0.5774 1.000
Navel 2 Back 2 57.860 101.050 43.190 20.180 7.750 0.5726 1.000
Navel 2 Back 3 67.460 105.320 37.860 21.300 6.800 0.6405 1.000
Navel 3 Front 1 56.310 87.580 31.270 15.660 7.530 0.6430 1.000
Navel 3 Front 2 54.070 86.520 32.450 15.610 7.200 0.6249 1.000
Navel 3 Front 3 53.070 85.490 32.420 15.440 7.360 0.6208 1.000
Navel 3 Center 1 51.520 92.270 40.750 20.050 6.900 0.5584 1.000
Navel 3 Center 2 51.440 91.360 39.920 19.830 7.170 0.5630 1.000
Navel 3 Center 3 55.350 91.430 36.080 20.160 6.900 0.6054 1.000
Navel 3 Back 1 57.320 96.350 39.030 20.320 6.450 0.5949 1.000
Navel 3 Back 2 55.710 95.480 39.770 20.320 7.580 0.5835 1.000
Navel 3 Back 3 54.990 96.930 41.940 20.430 8.660 0.5673 1.000
Navel 4 Front 1 65.100 107.680 42.580 17.590 7.880 0.6046 1.000
Navel 4 Front 2 58.550 102.080 43.530 17.170 6.880 0.5736 1.000
Navel 4 Front 3 56.210 100.820 44.610 17.410 7.120 0.5575 1.000
Navel 4 Center 1 55.190 108.810 53.620 18.530 7.500 0.5072 1.000
Navel 4 Center 2 59.480 108.440 48.960 18.530 8.220 0.5485 1.000
Navel 4 Center 3 63.400 108.260 44.860 18.650 7.560 0.5856 1.000
Navel 4 Back 1 40.910 91.030 50.120 18.110 6.550 0.4494 1.000
Navel 4 Back 2 43.210 91.380 48.170 18.220 6.500 0.4729 1.000
Navel 4 Back 3 47.910 92.400 44.490 18.220 7.050 0.5185 1.000
Navel 5 Front 1 69.350 99.520 30.170 15.000 8.860 0.6968 1.000
Navel 5 Front 2 66.570 96.330 29.760 14.650 8.620 0.6911 1.000
Navel 5 Front 3 68.580 91.420 22.840 14.700 8.560 0.7502 1.000
Navel 5 Center 1 61.770 98.600 36.830 17.070 8.160 0.6265 1.000
Navel 5 Center 2 61.450 96.490 35.040 16.440 7.720 0.6369 1.000
Navel 5 Center 3 61.150 93.450 32.300 16.320 8.350 0.6544 1.000
Navel 5 Back 1 41.400 86.050 44.650 17.810 6.280 0.4811 1.000
Navel 5 Back 2 40.250 83.000 42.750 17.290 7.210 0.4849 1.000
Navel 5 Back 3 39.400 83.410 44.010 17.470 6.340 0.4724 1.000
Navel 6 Front 1 62.930 86.630 23.700 16.230 6.990 0.7264 1.000
Navel 6 Front 2 64.550 85.580 21.030 16.950 6.880 0.7543 1.000
Navel 6 Front 3 70.200 91.720 21.520 16.620 8.000 0.7654 1.000
Navel 6 Center 1 57.890 97.380 39.490 18.280 6.850 0.5945 1.000
Navel 6 Center 2 57.540 93.270 35.730 18.000 6.900 0.6169 1.000
Navel 6 Center 3 62.030 94.390 32.360 18.050 7.130 0.6572 1.000
Navel 6 Back 1 61.270 97.100 35.830 19.000 7.010 0.6310 1.000
Navel 6 Back 2 57.540 90.830 33.290 18.300 6.430 0.6335 1.000
Navel 6 Back 3 58.150 91.970 33.820 19.000 6.890 0.6323 1.000
Navel 7 Front 1 61.610 91.390 29.780 15.720 7.720 0.6741 1.000
Navel 7 Front 2 63.750 91.950 28.200 15.720 7.390 0.6933 1.000
Navel 7 Front 3 67.050 100.460 33.410 16.060 8.830 0.6674 1.000
Navel 7 Center 1 47.670 85.470 37.800 17.860 6.840 0.5577 1.000
Navel 7 Center 2 47.470 84.350 36.880 17.810 7.210 0.5628 1.000
Navel 7 Center 3 50.060 82.480 32.420 17.490 6.780 0.6069 1.000
Navel 7 Back 1 39.530 69.620 30.090 17.450 5.320 0.5678 1.000
Navel 7 Back 2 43.060 71.570 28.510 17.450 5.530 0.6016 1.000
Navel 7 Back 3 43.160 70.320 27.160 17.390 5.320 0.6138 1.000
Navel 1 Front 1 80.677 114.608 33.931 19.010 7.070 0.7039 2.000
Navel 1 Front 2 84.254 120.736 36.482 18.370 7.070 0.6978 2.000
Navel 1 Front 3 82.289 122.253 39.964 18.630 7.540 0.6731 2.000
Navel 1 Center 1 68.560 105.440 36.880 21.390 5.690 0.6502 2.000
Navel 1 Center 2 69.164 104.964 35.800 20.720 5.730 0.6589 2.000
Navel 1 Center 3 76.267 108.465 32.198 21.150 5.530 0.7031 2.000
Navel 1 Back 1 61.736 95.464 33.728 21.550 5.770 0.6467 2.000
Navel 1 Back 2 63.153 96.450 33.297 21.700 5.730 0.6548 2.000
Navel 1 Back 3 58.876 98.733 39.857 21.400 5.660 0.5963 2.000
Navel 2 Front 1 64.792 101.545 36.753 19.550 7.220 0.6381 2.000
Navel 2 Front 2 75.983 114.348 38.365 18.630 7.480 0.6645 2.000
Navel 2 Front 3 78.991 118.993 40.002 19.240 7.780 0.6638 2.000
Navel 2 Center 1 67.777 97.563 29.786 19.800 5.760 0.6947 2.000
Navel 2 Center 2 65.032 98.231 33.199 20.000 5.600 0.6620 2.000
Navel 2 Center 3 75.095 102.521 27.426 20.480 5.760 0.7325 2.000
Navel 2 Back 1 54.124 89.590 35.466 18.250 5.480 0.6041 2.000
Navel 2 Back 2 58.936 99.221 40.285 19.780 5.600 0.5940 2.000
Navel 2 Back 3 62.191 103.779 41.588 21.070 5.680 0.5993 2.000
Navel 3 Front 1 63.761 92.807 29.046 15.950 6.720 0.6870 2.000
Navel 3 Front 2 59.906 91.701 31.795 15.990 6.340 0.6533 2.000
Navel 3 Front 3 58.827 90.640 31.813 15.720 6.610 0.6490 2.000
Navel 3 Center 1 50.289 91.367 41.078 19.830 6.060 0.5504 2.000
Navel 3 Center 2 51.361 90.249 38.888 19.690 5.950 0.5691 2.000
Navel 3 Center 3 55.264 90.414 35.150 20.020 5.700 0.6112 2.000
Navel 3 Back 1 61.045 96.484 35.439 20.170 5.670 0.6327 2.000
Navel 3 Back 2 60.718 95.688 34.970 20.250 5.330 0.6345 2.000
Navel 3 Back 3 57.968 97.057 39.089 20.440 5.930 0.5973 2.000
Navel 4 Front 1 62.106 107.258 45.152 17.430 7.090 0.5790 2.000
Navel 4 Front 2 53.036 101.115 48.079 16.760 6.620 0.5245 2.000
Navel 4 Front 3 58.464 100.000 41.536 17.310 6.620 0.5846 2.000
Navel 4 Center 1 56.191 107.076 50.885 18.210 7.140 0.3883 2.000
Navel 4 Center 2 63.657 106.695 43.038 18.210 7.220 0.3968 2.000
Navel 4 Center 3 56.826 106.475 49.649 18.250 7.140 0.5337 2.000
Navel 4 Back 1 43.487 92.416 48.929 18.170 6.340 0.4706 2.000
Navel 4 Back 2 41.580 92.779 51.199 18.210 6.120 0.4482 2.000
Navel 4 Back 3 42.333 93.900 51.567 18.280 6.120 0.4508 2.000
Navel 5 Front 1 70.243 98.486 28.243 14.73 8.34 0.7132 2.000
Navel 5 Front 2 66.404 95.266 28.862 14.18 8.42 0.6970 2.000
Navel 5 Front 3 57.375 90.406 33.031 14.49 7.87 0.6346 2.000
Navel 5 Center 1 56.05 99.988 43.938 16.9 7.33 0.5606 2.000
Navel 5 Center 2 60.41 97.831 37.421 16.35 7.29 0.6175 2.000
Navel 5 Center 3 57.482 94.8 37.318 16.35 7.17 0.6064 2.000
Navel 5 Back 1 38.504 57.369 18.865 17.89 6.2 0.6712 2.000
Navel 5 Back 2 36.065 84.3 48.235 17.46 6.35 0.4278 2.000
Navel 5 Back 3 35.763 84.752 48.989 17.62 6.08 0.4220 2.000
Navel 6 Front 1 63.034 86.176 23.142 16.08 6.04 0.7315 2.000
Navel 6 Front 2 57.907 85.744 27.837 16.86 6.12 0.6753 2.000
Navel 6 Front 3 62.428 91.75 29.322 16.53 6.68 0.6804 2.000
Navel 6 Center 1 50.115 96.215 46.100 18.07 6.52 0.5209 2.000
Navel 6 Center 2 49.529 92.143 42.614 17.85 6.56 0.5375 2.000
Navel 6 Center 3 56.68 93.246 36.566 17.85 6.94 0.6079 2.000
Navel 6 Back 1 60.129 95.858 35.729 18.64 6.64 0.6273 2.000
Navel 6 Back 2 51.9 89.749 37.849 18.15 6.3 0.5783 2.000
Navel 6 Back 3 49.082 90.896 41.814 18.8 6.6 0.5400 2.000
Navel 7 Front 1 58.157 90.89 32.733 15.6 7.02 0.6399 2.000
Navel 7 Front 2 57.527 91.575 34.048 15.63 6.95 0.6282 2.000
Navel 7 Front 3 66.718 100.006 33.288 16 7.35 0.6671 2.000
Navel 7 Center 1 47.279 86.536 39.257 18.02 6.72 0.5464 2.000
Navel 7 Center 2 46.049 85.33 39.281 17.88 6.43 0.5397 2.000
Navel 7 Center 3 52.852 83.535 30.683 17.52 6.58 0.6327 2.000
Navel 7 Back 1 42.45 69.958 27.508 17.42 4.9 0.6068 2.000
Navel 7 Back 2 44.788 71.911 27.123 17.42 5.22 0.6228 2.000
Navel 7 Back 3 45.555 70.665 25.110 17.42 5.12 0.6447 2.000
;
run;
Title "Slice area";
proc glimmix data=image;
class cut section cut_rep sec_rep;
model slice_area = cut|section;
random cut_rep sec_rep;
lsmeans cut|section/ slice=section slice=cut adjust= tukey lines;
run;quit;
1 REPLY 1
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So I have a data set where I looked at the area of a slice of beef sourced from a specific cut of beef (brisket, plate, flank,etc.), as well as a section along that cut of beef (front, center, back). I am trying to create the lsmeans analysis using glimmix, however I'm not sure where to put my repetition variables. I have 6 replicates for each cut, and 3 replicates of section for each cut; e.g 3 slices were measured for each back section for each of the 6 cut replicates. Do I put them in the class, model, or random statements? Right now I have this for my Glimmix statements, however I am not sure if I should be including the cut_rep(etition) and sec(tion)_rep(etition) in my class statment.
Lastly, is my model statement set up properly? I want to see the effect of cut and section along the cut, on slice area; "How do different sections along the cut compare to one another in terms of area?"
Title "Slice area";
proc glimmix data=image;
class cut section cut_rep sec_rep;
model slice_area = cut|section;
random cut_rep sec_rep;
lsmeans cut|section/ slice=section slice=cut adjust= tukey lines;
run;quit;
data image;
input cut$ cut_rep section$ sec_rep lean_area slice_area fat_area length width lean_percent technician; LW_ratio = length/width; LF_ratio = lean_area/(slice_area - lean_area) ;
datalines;
Brisket 1 Back 1 48.330 57.720 9.390 18.350 4.420 0.837318087 1.000
Brisket 1 Back 2 51.980 62.560 10.580 18.620 5.050 0.830882353 1.000
Brisket 1 Back 3 48.230 57.760 9.530 19.060 4.320 0.835006925 1.000
Brisket 1 Center 1 70.380 75.300 4.920 19.730 5.020 0.934661355 1.000
Brisket 1 Center 2 68.610 72.200 3.590 19.330 5.250 0.950277008 1.000
Brisket 1 Center 3 70.950 76.640 5.690 20.090 5.040 0.925756785 1.000
Brisket 1 Front 1 30.980 50.690 19.710 14.310 6.290 0.61116591 1.000
Brisket 1 Front 2 30.210 48.870 18.660 13.960 6.380 0.618170657 1.000
Brisket 1 Front 3 28.500 51.930 23.430 14.600 6.400 0.548815713 1.000
Brisket 2 Back 1 37.826 48.070 10.244 14.800 4.930 0.786894113 1.000
Brisket 2 Back 2 38.750 49.470 10.720 15.150 4.870 0.783303012 1.000
Brisket 2 Back 3 40.410 51.340 10.930 15.150 4.980 0.787105571 1.000
Brisket 2 Center 1 58.140 67.370 9.230 17.640 5.330 0.862995399 1.000
Brisket 2 Center 2 43.440 52.610 9.170 15.740 5.090 0.825698536 1.000
Brisket 2 Center 3 75.680 90.320 14.640 19.630 6.810 0.837909655 1.000
Brisket 2 Front 1 43.080 76.860 33.780 13.480 8.230 0.56049961 1.000
Brisket 2 Front 2 46.870 83.980 37.110 15.670 7.990 0.558109074 1.000
Brisket 2 Front 3 48.660 79.460 30.800 15.060 7.740 0.612383589 1.000
Brisket 3 Back 1 42.120 58.690 16.570 17.550 5.360 0.717669109 1.000
Brisket 3 Back 2 40.881 58.670 17.789 17.490 5.940 0.696795637 1.000
Brisket 3 Back 3 44.548 59.030 14.482 17.490 5.150 0.754667118 1.000
Brisket 3 Center 1 67.870 91.430 23.560 21.710 6.230 0.742316526 1.000
Brisket 3 Center 2 64.450 84.350 19.900 20.910 5.970 0.764078245 1.000
Brisket 3 Center 3 60.020 76.430 16.410 19.240 5.540 0.785293733 1.000
Brisket 3 Front 1 52.610 100.280 47.670 17.800 8.350 0.524631033 1.000
Brisket 3 Front 2 56.550 92.420 35.870 17.070 8.050 0.611880545 1.000
Brisket 3 Front 3 62.070 92.790 30.720 17.620 8.170 0.668929842 1.000
Brisket 4 Back 1 85.980 100.940 14.960 26.360 6.180 0.851793144 1.000
Brisket 4 Back 2 81.330 96.800 15.470 26.080 6.010 0.84018595 1.000
Brisket 4 Back 3 81.420 99.120 17.700 26.360 6.070 0.821428571 1.000
Brisket 4 Center 1 128.570 148.320 19.750 28.580 7.260 0.866841963 1.000
Brisket 4 Center 2 130.570 148.400 17.830 28.640 7.910 0.879851752 1.000
Brisket 4 Center 3 136.970 173.700 36.730 27.520 8.390 0.788543466 1.000
Brisket 4 Front 1 148.840 220.890 72.050 26.580 10.740 0.673819548 1.000
Brisket 4 Front 2 82.650 122.220 39.570 18.280 9.350 0.676239568 1.000
Brisket 4 Front 3 91.140 120.370 29.230 17.350 9.770 0.757165407 1.000
Brisket 5 Back 1 50.500 81.780 31.280 13.770 6.970 0.617510394 1.000
Brisket 5 Back 2 42.270 78.310 36.040 13.950 7.610 0.539777806 1.000
Brisket 5 Back 3 42.680 71.810 29.130 13.770 7.900 0.594346191 1.000
Brisket 5 Center 1 64.070 76.310 12.240 20.600 4.890 0.839601625 1.000
Brisket 5 Center 2 59.820 70.580 10.760 20.220 5.050 0.847548881 1.000
Brisket 5 Center 3 76.360 89.390 13.030 20.900 5.650 0.854234254 1.000
Brisket 5 Front 1 52.950 65.760 12.810 20.340 5.300 0.80520073 1.000
Brisket 5 Front 2 50.400 62.530 12.130 19.850 5.680 0.806013114 1.000
Brisket 5 Front 3 51.220 63.330 12.110 19.850 4.980 0.808779409 1.000
Brisket 6 Back 1 49.540 114.690 65.150 15.540 9.950 0.431946988 1.000
Brisket 6 Back 2 55.740 118.250 62.510 16.280 10.160 0.471374207 1.000
Brisket 6 Back 3 46.840 120.060 73.220 16.070 10.490 0.390138264 1.000
Brisket 6 Center 1 73.150 93.710 20.560 21.560 6.760 0.780599723 1.000
Brisket 6 Center 2 101.180 168.610 67.430 23.430 9.850 0.600083032 1.000
Brisket 6 Center 3 89.440 127.190 37.750 24.460 6.760 0.703199937 1.000
Brisket 6 Front 1 48.110 64.450 16.340 17.550 5.830 0.746470132 1.000
Brisket 6 Front 2 45.320 62.110 16.790 17.670 5.830 0.729673161 1.000
Brisket 6 Front 3 41.660 58.060 16.400 17.280 5.720 0.717533586 1.000
Brisket 1 Back 1 50.776 58.241 7.465 18.330 4.310 0.87182569 2.000
Brisket 1 Back 2 54.933 62.996 8.063 18.710 5.050 0.872007747 2.000
Brisket 1 Back 3 50.402 56.327 5.925 18.630 4.240 0.894810659 2.000
Brisket 1 Center 1 75.623 78.760 3.137 19.920 4.860 0.960170137 2.000
Brisket 1 Center 2 71.734 73.944 2.210 19.590 5.060 0.970112518 2.000
Brisket 1 Center 3 76.564 79.213 2.649 20.270 5.160 0.966558519 2.000
Brisket 1 Front 1 31.501 49.135 17.634 13.910 6.440 0.641111224 2.000
Brisket 1 Front 2 30.885 47.810 16.925 13.680 6.330 0.645994562 2.000
Brisket 1 Front 3 33.052 50.341 17.289 14.250 6.270 0.656562245 2.000
Brisket 2 Back 1 51.189 61.197 10.008 16.590 5.530 0.836462572 2.000
Brisket 2 Back 2 52.202 63.480 11.278 16.930 5.250 0.822337744 2.000
Brisket 2 Back 3 56.108 65.376 9.268 17.110 5.470 0.858235438 2.000
Brisket 2 Center 1 60.313 67.577 7.264 17.610 5.320 0.892507806 2.000
Brisket 2 Center 2 45.921 52.243 6.322 15.580 5.000 0.878988573 2.000
Brisket 2 Center 3 78.395 89.659 11.264 19.090 6.010 0.87436844 2.000
Brisket 2 Front 1 48.616 75.119 26.503 13.120 7.980 0.647186464 2.000
Brisket 2 Front 2 49.788 82.140 32.352 15.360 7.620 0.606135866 2.000
Brisket 2 Front 3 52.343 77.765 25.422 14.640 7.440 0.673092008 2.000
Brisket 3 Back 1 40.576 53.873 13.297 16.690 4.800 0.753178772 2.000
Brisket 3 Back 2 39.005 53.715 14.710 16.490 5.350 0.726147259 2.000
Brisket 3 Back 3 39.757 54.162 14.405 16.590 4.600 0.734038625 2.000
Brisket 3 Center 1 71.862 91.740 19.878 21.740 6.040 0.783322433 2.000
Brisket 3 Center 2 69.324 84.520 15.196 20.660 6.100 0.820208235 2.000
Brisket 3 Center 3 61.686 76.697 15.011 19.210 5.560 0.804281784 2.000
Brisket 3 Front 1 53.789 97.504 43.715 17.410 8.190 0.551659419 2.000
Brisket 3 Front 2 60.302 89.777 29.475 16.810 8.070 0.671686512 2.000
Brisket 3 Front 3 64.824 90.348 25.524 17.410 7.890 0.717492363 2.000
Brisket 4 Back 1 89.483 98.019 8.536 25.850 5.790 0.912914843 2.000
Brisket 4 Back 2 82.907 94.135 11.228 25.610 6.000 0.880724491 2.000
Brisket 4 Back 3 79.024 96.434 17.410 25.950 5.840 0.819462015 2.000
Brisket 4 Center 1 132.500 150.117 17.617 28.750 7.200 0.592004903 2.000
Brisket 4 Center 2 135.760 150.248 14.488 28.750 7.800 0.638311325 2.000
Brisket 4 Center 3 144.836 175.992 31.156 27.560 8.030 0.822969226 2.000
Brisket 4 Front 1 140.011 208.873 68.862 25.660 10.180 0.670316412 2.000
Brisket 4 Front 2 88.870 115.022 26.152 17.780 9.160 0.7726348 2.000
Brisket 4 Front 3 95.905 113.694 17.789 17.370 9.300 0.843536158 2.000
Brisket 5 Back 1 43.897 76.925 33.028 13.250 7.160 0.570646734 2.000
Brisket 5 Back 2 40.796 73.643 32.847 13.310 6.650 0.553969827 2.000
Brisket 5 Back 3 40.473 67.420 26.947 12.570 7.050 0.60031148 2.000
Brisket 5 Center 1 67.424 76.026 8.602 20.110 4.890 0.886854497 2.000
Brisket 5 Center 2 61.917 70.301 8.384 20.110 4.89 0.880741383 2.000
Brisket 5 Center 3 78.642 88.712 10.070 20.760 5.540 0.886486608 2.000
Brisket 5 Front 1 54.556 65.583 11.027 19.960 5.080 0.831861915 2.000
Brisket 5 Front 2 52.087 62.437 10.350 19.580 4.920 0.834232907 2.000
Brisket 5 Front 3 55.520 63.203 7.683 20.010 4.920 0.878439315 2.000
Brisket 6 Back 1 62.834 115.247 52.413 13.840 9.720 0.545211589 2.000
Brisket 6 Back 2 64.294 119.138 54.844 16.070 10.060 0.53965989 2.000
Brisket 6 Back 3 55.287 120.446 65.159 15.740 10.270 0.459018979 2.000
Brisket 6 Center 1 74.043 91.978 17.935 21.060 6.06 0.805007719 2.000
Brisket 6 Center 2 105.552 165.483 59.931 23.160 9.190 0.637841954 2.000
Brisket 6 Center 3 87.908 124.817 36.909 23.860 6.440 0.704295088 2.000
Brisket 6 Front 1 48.623 63.509 14.886 17.320 5.680 0.765608024 2.000
Brisket 6 Front 2 45.813 60.730 14.917 17.320 5.620 0.75437181 2.000
Brisket 6 Front 3 43.402 56.837 13.435 16.980 5.180 0.763622288 2.000
Clod_A 1 Back 1 24.170 28.740 4.570 11.960 3.840 0.84098817 1.000
Clod_A 1 Back 2 23.570 27.530 3.960 11.530 4.590 0.85615692 1.000
Clod_A 1 Back 3 22.710 24.470 1.760 11.100 3.420 0.928075194 1.000
Clod_A 1 Center 1 71.550 79.160 7.610 18.930 5.690 0.903865589 1.000
Clod_A 1 Center 2 74.470 81.040 6.570 19.150 5.620 0.918928924 1.000
Clod_A 1 Center 3 70.580 75.850 5.270 19.070 5.200 0.930520765 1.000
Clod_A 1 Front 1 68.080 76.170 8.090 20.140 5.040 0.893790206 1.000
Clod_A 1 Front 2 67.250 76.710 9.460 19.820 5.470 0.876678399 1.000
Clod_A 1 Front 3 66.160 77.560 11.400 19.930 5.850 0.853017019 1.000
Clod_A 2 Back 1 50.170 53.960 3.790 16.840 4.410 0.929762787 1.000
Clod_A 2 Back 2 49.320 52.300 2.980 17.510 4.290 0.943021033 1.000
Clod_A 2 Back 3 47.260 50.630 3.370 17.060 4.010 0.933438673 1.000
Clod_A 2 Center 1 66.801 72.280 5.479 19.110 5.550 0.924197565 1.000
Clod_A 2 Center 2 66.780 70.850 4.070 18.850 5.090 0.942554693 1.000
Clod_A 2 Center 3 66.110 68.970 2.860 18.440 4.930 0.958532695 1.000
Clod_A 2 Front 1 53.740 59.150 5.410 14.790 5.470 0.908537616 1.000
Clod_A 2 Front 2 61.020 65.000 3.980 16.370 5.530 0.938769231 1.000
Clod_A 2 Front 3 58.440 64.230 5.790 16.530 5.420 0.909855208 1.000
Clod_A 3 Back 1 60.250 64.100 3.850 19.550 4.660 0.939937598 1.000
Clod_A 3 Back 2 58.650 63.470 4.820 20.620 4.230 0.92405861 1.000
Clod_A 3 Back 3 59.350 64.740 5.390 20.460 4.450 0.916743899 1.000
Clod_A 3 Center 1 59.290 62.860 3.570 19.360 4.150 0.943207127 1.000
Clod_A 3 Center 2 61.440 65.050 3.610 19.360 4.410 0.944504228 1.000
Clod_A 3 Center 3 62.490 65.810 3.320 19.090 5.160 0.94955174 1.000
Clod_A 3 Front 1 71.170 74.040 2.870 16.120 6.940 0.961237169 1.000
Clod_A 3 Front 2 75.440 78.000 2.560 15.950 6.660 0.967179487 1.000
Clod_A 3 Front 3 80.520 83.840 3.320 16.460 7.160 0.960400763 1.000
Clod_A 4 Back 1 52.330 57.300 4.970 16.590 4.560 0.913263525 1.000
Clod_A 4 Back 2 49.770 54.180 4.410 16.430 4.100 0.918604651 1.000
Clod_A 4 Back 3 52.030 59.211 7.181 16.640 4.500 0.878721859 1.000
Clod_A 4 Center 1 23.960 25.720 1.760 13.050 3.850 0.931570762 1.000
Clod_A 4 Center 2 24.480 26.140 1.660 12.870 4.980 0.936495792 1.000
Clod_A 4 Center 3 23.650 25.370 1.720 13.140 3.810 0.93220339 1.000
Clod_A 4 Front 1 15.890 17.300 1.410 10.540 3.400 0.91849711 1.000
Clod_A 4 Front 2 15.210 16.040 0.830 9.980 3.960 0.948254364 1.000
Clod_A 4 Front 3 14.780 15.620 0.840 10.030 2.710 0.946222791 1.000
Clod_A 5 Back 1 40.080 45.600 5.520 12.010 5.270 0.878947368 1.000
Clod_A 5 Back 2 39.290 44.420 5.130 12.210 4.970 0.884511481 1.000
Clod_A 5 Back 3 39.450 43.710 4.260 13.380 4.560 0.902539465 1.000
Clod_A 5 Center 1 34.200 37.040 2.840 13.130 4.150 0.923326134 1.000
Clod_A 5 Center 2 27.370 31.330 3.960 13.860 4.100 0.873603575 1.000
Clod_A 5 Center 3 35.730 37.930 2.200 12.760 4.150 0.941998418 1.000
Clod_A 5 Front 1 25.590 28.000 2.410 12.800 4.280 0.913928571 1.000
Clod_A 5 Front 2 26.790 30.290 3.500 13.300 4.830 0.884450314 1.000
Clod_A 5 Front 3 28.650 33.150 4.500 13.300 5.480 0.864253394 1.000
Clod_A 6 Back 1 59.410 64.510 5.100 15.530 5.180 0.92094249 1.000
Clod_A 6 Back 2 58.630 63.560 4.930 15.480 5.380 0.922435494 1.000
Clod_A 6 Back 3 58.380 62.020 3.640 15.580 5.520 0.941309255 1.000
Clod_A 6 Center 1 57.340 61.490 4.150 15.240 5.130 0.932509351 1.000
Clod_A 6 Center 2 59.870 64.500 4.630 15.570 5.370 0.928217054 1.000
Clod_A 6 Center 3 62.340 66.610 4.270 15.760 5.320 0.935895511 1.000
Clod_A 6 Front 1 45.090 47.560 2.470 15.200 4.110 0.948065601 1.000
Clod_A 6 Front 2 43.380 46.220 2.840 15.050 4.160 0.938554738 1.000
Clod_A 6 Front 3 39.610 41.680 2.070 14.260 4.360 0.950335893 1.000
Clod_A 1 Back 1 25.579 29.226 3.647 11.950 3.390 0.875213851 2.000
Clod_A 1 Back 2 24.462 28.067 3.605 11.420 4.150 0.871557345 2.000
Clod_A 1 Back 3 23.260 24.917 1.657 11.090 3.180 0.933499217 2.000
Clod_A 1 Center 1 74.320 79.373 5.053 18.860 4.970 0.936338553 2.000
Clod_A 1 Center 2 74.919 81.234 6.315 18.970 5.240 0.922261615 2.000
Clod_A 1 Center 3 72.679 76.007 3.328 18.920 4.760 0.956214559 2.000
Clod_A 1 Front 1 71.806 76.508 4.702 20.130 5.480 0.938542375 2.000
Clod_A 1 Front 2 68.759 77.047 8.288 19.750 5.370 0.892429296 2.000
Clod_A 1 Front 3 69.976 77.858 7.882 19.970 5.640 0.898764417 2.000
Clod_A 2 Back 1 50.625 53.627 3.002 16.440 4.060 0.944020736 2.000
Clod_A 2 Back 2 48.952 52.001 3.049 16.940 3.890 0.941366512 2.000
Clod_A 2 Back 3 45.399 50.282 4.883 16.940 3.670 0.902887713 2.000
Clod_A 2 Center 1 66.800 71.536 4.736 19.060 5.310 0.933795571 2.000
Clod_A 2 Center 2 67.553 70.113 2.560 18.390 4.800 0.963487513 2.000
Clod_A 2 Center 3 65.407 68.164 2.757 18.140 4.750 0.95955343 2.000
Clod_A 2 Front 1 55.180 59.691 4.511 14.740 5.280 0.924427468 2.000
Clod_A 2 Front 2 62.723 65.524 2.801 16.480 5.180 0.957252304 2.000
Clod_A 2 Front 3 60.338 64.793 4.455 16.430 5.020 0.931242573 2.000
Clod_A 3 Back 1 60.754 64.307 3.553 19.580 4.610 0.944749405 2.000
Clod_A 3 Back 2 59.213 63.633 4.420 20.380 3.810 0.930539186 2.000
Clod_A 3 Back 3 59.847 64.876 5.029 20.220 4.130 0.92248289 2.000
Clod_A 3 Center 1 60.388 63.490 3.102 19.340 4.010 0.951141912 2.000
Clod_A 3 Center 2 62.170 65.720 3.550 19.290 4.270 0.945982958 2.000
Clod_A 3 Center 3 63.193 66.485 3.292 19.020 4.490 0.950485072 2.000
Clod_A 3 Front 1 69.467 74.086 4.619 15.670 6.750 0.937653538 2.000
Clod_A 3 Front 2 74.964 77.475 2.511 15.730 6.360 0.967589545 2.000
Clod_A 3 Front 3 80.398 83.206 2.808 15.670 6.920 0.966252434 2.000
Clod_A 4 Back 1 52.193 57.547 5.354 16.410 4.460 0.906963004 2.000
Clod_A 4 Back 2 50.327 54.481 4.154 16.360 4.100 0.923753235 2.000
Clod_A 4 Back 3 53.006 59.418 6.412 16.560 4.670 0.892086573 2.000
Clod_A 4 Center 1 24.265 25.705 1.440 13.180 3.670 0.94397977 2.000
Clod_A 4 Center 2 24.519 26.199 1.680 12.640 4.480 0.935875415 2.000
Clod_A 4 Center 3 23.370 25.372 2.002 13.090 3.580 0.92109412 2.000
Clod_A 4 Front 1 15.670 17.382 1.712 10.500 3.090 0.901507306 2.000
Clod_A 4 Front 2 14.818 16.176 1.358 9.900 3.450 0.916048467 2.000
Clod_A 4 Front 3 14.413 15.603 1.190 9.850 2.580 0.923732616 2.000
Clod_A 5 Back 1 40.699 44.765 4.066 11.590 5.020 0.909170111 2.000
Clod_A 5 Back 2 40.323 43.572 3.249 11.890 5.220 0.925433765 2.000
Clod_A 5 Back 3 37.884 42.827 4.943 13.200 4.420 0.884582156 2.000
Clod_A 5 Center 1 34.994 35.577 0.583 13.080 4.250 0.983613008 2.000
Clod_A 5 Center 2 27.251 31.760 4.509 13.860 3.890 0.858028967 2.000
Clod_A 5 Center 3 35.813 38.402 2.589 12.580 3.930 0.932581636 2.000
Clod_A 5 Front 1 26.096 28.236 2.140 12.650 3.600 0.924210228 2.000
Clod_A 5 Front 2 26.911 30.563 3.652 13.150 4.400 0.880509112 2.000
Clod_A 5 Front 3 29.949 33.406 3.457 13.250 5.150 0.896515596 2.000
Clod_A 6 Back 1 58.573 64.472 5.899 15.420 4.880 0.908502916 2.000
Clod_A 6 Back 2 57.238 63.514 6.276 15.170 5.020 0.90118714 2.000
Clod_A 6 Back 3 59.440 61.969 2.529 15.220 5.070 0.959189272 2.000
Clod_A 6 Center 1 57.338 62.421 5.083 15.250 5.020 0.918569071 2.000
Clod_A 6 Center 2 59.746 65.511 5.765 15.680 5.360 0.911999512 2.000
Clod_A 6 Center 3 63.794 67.595 3.801 15.440 4.920 0.94376803 2.000
Clod_A 6 Front 1 45.484 47.871 2.387 14.990 3.970 0.950136826 2.000
Clod_A 6 Front 2 43.318 46.519 3.201 14.890 4.020 0.931189406 2.000
Clod_A 6 Front 3 40.284 41.825 1.541 14.100 3.820 0.963156007 2.000
Clod_B 1 Back 1 50.830 54.743 3.913 12.840 5.690 0.928520541 1.000
Clod_B 1 Back 2 49.737 55.264 5.527 13.140 5.440 0.899989143 1.000
Clod_B 1 Back 3 50.056 57.297 7.241 13.400 5.690 0.873623401 1.000
Clod_B 1 Center 1 53.346 56.036 2.690 14.050 5.780 0.951995146 1.000
Clod_B 1 Center 2 54.436 57.346 2.910 14.370 5.890 0.949255397 1.000
Clod_B 1 Center 3 56.028 57.412 1.384 14.050 5.730 0.975893541 1.000
Clod_B 1 Front 1 33.400 34.939 1.539 11.020 3.750 0.955951802 1.000
Clod_B 1 Front 2 29.403 30.251 0.848 10.780 3.510 0.971967869 1.000
Clod_B 1 Front 3 27.078 28.141 1.063 10.870 3.420 0.962225934 1.000
Clod_B 2 Back 1 28.474 29.383 0.909 6.890 5.100 0.969063744 1.000
Clod_B 2 Back 2 23.915 25.256 1.341 7.520 4.840 0.946903706 1.000
Clod_B 2 Back 3 21.607 22.703 1.096 7.260 4.630 0.951724442 1.000
Clod_B 2 Center 1 64.470 67.570 3.100 15.940 5.940 0.954121652 1.000
Clod_B 2 Center 2 63.506 67.020 3.514 15.940 6.000 0.94756789 1.000
Clod_B 2 Center 3 68.933 71.705 2.772 16.060 6.060 0.961341608 1.000
Clod_B 2 Front 1 66.983 71.751 4.768 16.120 5.250 0.933547964 1.000
Clod_B 2 Front 2 64.512 69.067 4.555 16.690 4.840 0.934049546 1.000
Clod_B 2 Front 3 66.301 71.388 5.087 16.330 5.250 0.928741525 1.000
Clod_B 3 Back 1 44.238 45.978 1.740 13.620 4.270 0.962155814 1.000
Clod_B 3 Back 2 44.917 46.695 1.778 13.190 4.220 0.961923118 1.000
Clod_B 3 Back 3 46.498 48.299 1.801 13.510 4.270 0.962711443 1.000
Clod_B 3 Center 1 48.566 49.819 1.253 14.750 5.240 0.974848953 1.000
Clod_B 3 Center 2 47.512 49.473 1.961 14.750 5.040 0.960362218 1.000
Clod_B 3 Center 3 46.582 48.531 1.949 14.450 4.730 0.959840102 1.000
Clod_B 3 Front 1 22.527 23.373 0.846 9.050 3.580 0.96380439 1.000
Clod_B 3 Front 2 20.663 21.615 0.952 8.420 3.920 0.955956512 1.000
Clod_B 3 Front 3 18.689 19.730 1.041 8.720 3.440 0.947237709 1.000
Clod_B 4 Back 1 70.072 72.508 2.436 16.370 5.740 0.966403707 1.000
Clod_B 4 Back 2 71.594 75.288 3.694 16.520 6.180 0.950935076 1.000
Clod_B 4 Back 3 62.876 65.524 2.648 16.660 5.690 0.959587327 1.000
Clod_B 4 Center 1 81.241 85.386 4.145 17.270 6.180 0.501733305 1.000
Clod_B 4 Center 2 87.126 92.969 5.843 17.940 6.360 0.532349493 1.000
Clod_B 4 Center 3 91.677 95.148 3.471 17.880 6.420 0.96351999 1.000
Clod_B 4 Front 1 44.805 46.068 1.263 10.850 3.320 0.972584006 1.000
Clod_B 4 Front 2 42.841 44.102 1.261 10.630 5.500 0.971407192 1.000
Clod_B 4 Front 3 49.492 50.954 1.462 11.380 5.770 0.971307454 1.000
Clod_B 5 Back 1 64.929 68.045 3.116 15.200 5.720 0.954206775 1.000
Clod_B 5 Back 2 60.790 64.899 4.109 15.250 5.620 0.936686236 1.000
Clod_B 5 Back 3 61.341 64.516 3.175 15.510 5.310 0.950787402 1.000
Clod_B 5 Center 1 38.366 40.080 1.714 11.960 4.120 0.957235529 1.000
Clod_B 5 Center 2 39.210 41.555 2.345 12.330 4.500 0.943568764 1.000
Clod_B 5 Center 3 39.606 42.395 2.789 12.560 4.120 0.93421394 1.000
Clod_B 5 Front 1 17.675 19.332 1.657 8.510 2.880 0.914287192 1.000
Clod_B 5 Front 2 17.732 19.373 1.641 8.010 2.970 0.915294482 1.000
Clod_B 5 Front 3 14.052 15.295 1.243 8.100 2.750 0.918731612 1.000
Clod_B 6 Back 1 40.450 42.786 2.336 10.800 5.680 0.945402702 1.000
Clod_B 6 Back 2 37.000 39.660 2.660 10.400 5.530 0.932929904 1.000
Clod_B 6 Back 3 36.682 39.196 2.514 10.450 5.730 0.935860802 1.000
Clod_B 6 Center 1 49.000 50.997 1.997 12.240 5.950 0.960840834 1.000
Clod_B 6 Center 2 46.549 48.579 2.030 11.660 5.610 0.958212396 1.000
Clod_B 6 Center 3 49.472 51.006 1.534 11.750 5.900 0.969925107 1.000
Clod_B 6 Front 1 36.363 40.284 3.921 10.950 4.970 0.902666071 1.000
Clod_B 6 Front 2 37.023 40.577 3.554 11.170 4.910 0.912413436 1.000
Clod_B 6 Front 3 36.839 40.745 3.906 11.110 4.970 0.904135477 1.000
Clod_B 1 Back 1 49.910 55.418 5.508 12.870 5.730 0.90060991 2.000
Clod_B 1 Back 2 49.334 55.948 6.614 13.580 5.520 0.881783084 2.000
Clod_B 1 Back 3 50.262 58.033 7.771 13.990 5.730 0.86609343 2.000
Clod_B 1 Center 1 55.320 60.591 5.271 14.560 6.180 0.913006882 2.000
Clod_B 1 Center 2 57.643 62.004 4.361 14.940 6.180 0.929665828 2.000
Clod_B 1 Center 3 56.419 62.093 5.674 14.560 6.010 0.90862094 2.000
Clod_B 1 Front 1 32.991 35.560 2.569 11.210 4.080 0.927755906 2.000
Clod_B 1 Front 2 29.769 30.811 1.042 10.970 3.830 0.966180909 2.000
Clod_B 1 Front 3 27.165 28.591 1.426 11.120 3.400 0.950124165 2.000
Clod_B 2 Back 1 23.172 30.422 7.250 7.610 5.140 0.761685622 2.000
Clod_B 2 Back 2 19.273 26.140 6.867 7.660 4.930 0.737299158 2.000
Clod_B 2 Back 3 17.602 23.502 5.900 7.500 4.770 0.748957536 2.000
Clod_B 2 Center 1 65.330 71.138 5.808 16.480 6.050 0.918355872 2.000
Clod_B 2 Center 2 63.905 70.629 6.724 16.370 6.160 0.904798312 2.000
Clod_B 2 Center 3 71.360 75.499 4.139 16.540 6.270 0.945178082 2.000
Clod_B 2 Front 1 69.650 78.290 8.640 16.900 5.250 0.889641078 2.000
Clod_B 2 Front 2 66.472 75.331 8.859 17.440 5.270 0.882399012 2.000
Clod_B 2 Front 3 68.676 77.897 9.221 17.440 5.220 0.881625737 2.000
Clod_B 3 Back 1 43.716 46.453 2.737 13.700 4.400 0.941080232 2.000
Clod_B 3 Back 2 44.578 47.206 2.628 13.750 4.080 0.944329111 2.000
Clod_B 3 Back 3 45.530 48.499 2.969 13.750 4.570 0.938782243 2.000
Clod_B 3 Center 1 45.074 46.445 1.371 14.220 5.050 0.970481214 2.000
Clod_B 3 Center 2 44.125 46.101 1.976 14.090 4.760 0.957137589 2.000
Clod_B 3 Center 3 42.953 45.251 2.298 13.900 4.730 0.949216592 2.000
Clod_B 3 Front 1 23.157 24.049 0.892 9.340 3.540 0.962909061 2.000
Clod_B 3 Front 2 21.152 22.280 1.128 8.650 3.820 0.949371634 2.000
Clod_B 3 Front 3 19.045 20.297 1.252 8.850 3.540 0.938316007 2.000
Clod_B 4 Back 1 68.975 73.981 5.006 16.460 5.770 0.932333978 2.000
Clod_B 4 Back 2 70.085 76.782 6.697 16.790 5.910 0.912779037 2.000
Clod_B 4 Back 3 61.771 66.825 5.054 16.820 5.970 0.924369622 2.000
Clod_B 4 Center 1 84.220 88.475 4.255 17.660 6.270 0.482463973 2.000
Clod_B 4 Center 2 90.885 96.358 5.473 18.320 6.390 0.503455863 2.000
Clod_B 4 Center 3 90.994 98.624 7.630 18.320 6.480 0.922635464 2.000
Clod_B 4 Front 1 44.418 45.894 1.476 11.130 5.570 0.967838933 2.000
Clod_B 4 Front 2 42.686 43.969 1.283 10.820 5.460 0.970820351 2.000
Clod_B 4 Front 3 48.512 50.799 2.287 11.560 5.850 0.954979429 2.000
Clod_B 5 Back 1 61.999 68.052 6.053 15.1 5.9 0.911053312 2.000
Clod_B 5 Back 2 58.093 64.901 6.808 15.24 5.79 0.89510177 2.000
Clod_B 5 Back 3 59.253 64.514 5.261 15.59 5.48 0.918451809 2.000
Clod_B 5 Center 1 35.611 38.582 2.971 12.1 4.23 0.922995179 2.000
Clod_B 5 Center 2 36.138 39.986 3.848 12.38 4.48 0.903766318 2.000
Clod_B 5 Center 3 37.114 40.815 3.701 12.66 4.04 0.909322553 2.000
Clod_B 5 Front 1 17.215 19.187 1.972 8.58 2.87 0.897222077 2.000
Clod_B 5 Front 2 17.417 19.212 1.795 8.26 2.87 0.906568811 2.000
Clod_B 5 Front 3 13.473 15.171 1.698 8.22 2.6 0.888075934 2.000
Clod_B 6 Back 1 37.093 42.115 5.022 10.74 5.81 0.880755075 2.000
Clod_B 6 Back 2 34.642 39.014 4.372 10.54 5.54 0.887937663 2.000
Clod_B 6 Back 3 34.654 38.591 3.937 10.34 5.5 0.897981395 2.000
Clod_B 6 Center 1 50.250 53.040 2.790 12.49 5.98 0.94739819 2.000
Clod_B 6 Center 2 47.386 50.052 2.666 12.09 5.62 0.946735395 2.000
Clod_B 6 Center 3 49.797 52.610 2.813 12.32 5.91 0.946531078 2.000
Clod_B 6 Front 1 35.715 46.478 10.763 11.34 5.25 0.768428073 2.000
Clod_B 6 Front 2 37.160 41.841 4.681 11.41 5.07 0.888124089 2.000
Clod_B 6 Front 3 36.341 42.115 5.774 11.37 5.11 0.862899205 2.000
Flank 1 Back 1 26.760 31.930 5.170 13.570 3.970 0.8381 1.000
Flank 1 Back 2 24.200 27.640 3.440 13.450 3.380 0.8755 1.000
Flank 1 Back 3 32.250 35.900 3.650 14.230 3.910 0.8983 1.000
Flank 1 Center 1 27.210 32.800 5.590 13.710 3.860 0.8296 1.000
Flank 1 Center 2 24.810 28.500 3.690 13.770 3.080 0.8705 1.000
Flank 1 Center 3 38.260 42.430 4.170 14.940 4.480 0.9017 1.000
Flank 1 Front 1 28.060 33.340 5.280 13.920 3.170 0.8416 1.000
Flank 1 Front 2 36.970 39.090 2.120 14.540 4.500 0.9458 1.000
Flank 1 Front 3 26.120 29.890 3.770 13.380 3.350 0.8739 1.000
Flank 2 Back 1 31.000 33.790 2.790 12.660 3.440 0.9174 1.000
Flank 2 Back 2 31.180 33.410 2.230 12.750 3.490 0.9333 1.000
Flank 2 Back 3 29.600 32.760 3.160 12.800 3.580 0.9035 1.000
Flank 2 Center 1 33.570 35.700 2.130 12.640 3.860 0.9403 1.000
Flank 2 Center 2 32.530 34.700 2.170 12.370 3.590 0.9375 1.000
Flank 2 Center 3 25.680 29.330 3.650 13.500 3.270 0.8756 1.000
Flank 2 Front 1 24.690 27.820 3.130 12.770 2.950 0.8875 1.000
Flank 2 Front 2 24.630 27.370 2.740 12.820 3.530 0.8999 1.000
Flank 2 Front 3 25.930 28.860 2.930 13.110 3.530 0.8985 1.000
Flank 3 Back 1 27.780 31.170 3.390 13.380 3.180 0.8912 1.000
Flank 3 Back 2 26.050 29.030 2.980 12.880 3.050 0.8973 1.000
Flank 3 Back 3 24.760 27.350 2.590 12.740 2.910 0.9053 1.000
Flank 3 Center 1 26.270 31.690 5.420 13.980 4.100 0.8290 1.000
Flank 3 Center 2 28.650 33.180 4.530 14.230 3.600 0.8635 1.000
Flank 3 Center 3 31.030 34.960 3.930 14.490 3.850 0.8876 1.000
Flank 3 Front 1 24.140 28.490 4.350 12.120 3.070 0.8473 1.000
Flank 3 Front 2 22.850 27.460 4.610 12.120 3.430 0.8321 1.000
Flank 3 Front 3 23.480 27.450 3.970 12.000 3.430 0.8554 1.000
Flank 4 Back 1 24.220 25.900 1.680 15.050 4.240 0.9351 1.000
Flank 4 Back 2 21.940 23.550 1.610 15.380 2.670 0.9316 1.000
Flank 4 Back 3 24.300 26.040 1.740 15.570 3.050 0.9332 1.000
Flank 4 Center 1 28.780 32.500 3.720 13.410 4.770 0.8855 1.000
Flank 4 Center 2 29.340 32.800 3.460 13.500 3.640 0.8945 1.000
Flank 4 Center 3 23.150 25.660 2.510 15.000 3.040 0.9022 1.000
Flank 4 Front 1 22.170 24.940 2.770 11.740 3.470 0.8889 1.000
Flank 4 Front 2 20.510 22.750 2.240 11.160 2.830 0.9015 1.000
Flank 4 Front 3 21.300 23.860 2.560 11.420 2.780 0.8927 1.000
Flank 5 Back 1 17.340 20.820 3.480 12.600 2.710 0.8329 1.000
Flank 5 Back 2 17.580 20.650 3.070 12.330 3.570 0.8513 1.000
Flank 5 Back 3 18.130 21.060 2.930 12.470 2.670 0.8609 1.000
Flank 5 Center 1 18.210 21.470 3.260 12.430 2.360 0.8482 1.000
Flank 5 Center 2 21.740 24.870 3.130 12.600 3.080 0.8741 1.000
Flank 5 Center 3 18.360 21.870 3.510 13.060 2.650 0.8395 1.000
Flank 5 Front 1 20.260 23.830 3.570 10.880 3.010 0.8502 1.000
Flank 5 Front 2 18.950 22.190 3.240 10.530 2.880 0.8540 1.000
Flank 5 Front 3 19.130 22.900 3.770 10.710 3.320 0.8354 1.000
Flank 6 Back 1 28.300 31.870 3.570 11.530 3.610 0.8880 1.000
Flank 6 Back 2 28.370 32.080 3.710 11.580 3.470 0.8844 1.000
Flank 6 Back 3 25.820 31.740 5.920 11.630 3.420 0.8135 1.000
Flank 6 Center 1 19.180 21.510 2.330 11.500 2.740 0.8917 1.000
Flank 6 Center 2 17.610 20.370 2.760 11.410 2.830 0.8645 1.000
Flank 6 Center 3 16.100 18.730 2.630 11.090 3.500 0.8596 1.000
Flank 6 Front 1 15.019 17.900 2.881 11.600 2.260 0.8391 1.000
Flank 6 Front 2 12.890 15.580 2.690 10.910 2.560 0.8273 1.000
Flank 6 Front 3 13.540 16.980 3.440 11.040 2.690 0.7974 1.000
Flank 1 Back 1 32.824 36.147 3.323 14.210 2.970 0.9081 2.000
Flank 1 Back 2 38.735 41.958 3.223 14.850 3.520 0.9232 2.000
Flank 1 Back 3 26.844 30.353 3.509 13.490 2.510 0.8844 2.000
Flank 1 Center 1 24.096 27.989 3.893 13.410 2.300 0.8609 2.000
Flank 1 Center 2 24.763 28.200 3.437 13.630 2.410 0.8781 2.000
Flank 1 Center 3 37.639 39.675 2.036 14.500 3.130 0.9487 2.000
Flank 1 Front 1 27.904 32.287 4.383 13.770 2.810 0.8642 2.000
Flank 1 Front 2 27.394 32.492 5.098 13.630 2.700 0.8431 2.000
Flank 1 Front 3 28.826 33.865 5.039 13.610 2.820 0.8512 2.000
Flank 2 Back 1 30.034 33.061 3.027 12.500 3.170 0.9084 2.000
Flank 2 Back 2 30.335 32.766 2.431 12.570 3.080 0.9258 2.000
Flank 2 Back 3 28.893 31.713 2.820 12.670 2.960 0.9111 2.000
Flank 2 Center 1 33.358 35.486 2.128 12.540 3.420 0.9400 2.000
Flank 2 Center 2 32.435 34.373 1.938 12.180 3.210 0.9436 2.000
Flank 2 Center 3 25.170 29.014 3.844 13.290 2.710 0.8675 2.000
Flank 2 Front 1 23.372 26.269 2.897 12.330 2.350 0.8897 2.000
Flank 2 Front 2 23.171 25.759 2.588 12.450 2.320 0.8995 2.000
Flank 2 Front 3 24.086 27.195 3.109 12.670 2.350 0.8857 2.000
Flank 3 Back 1 27.530 31.087 3.557 13.460 2.860 0.8856 2.000
Flank 3 Back 2 25.155 29.016 3.861 12.820 2.700 0.8669 2.000
Flank 3 Back 3 23.920 27.343 3.423 12.660 2.640 0.8748 2.000
Flank 3 Center 1 26.882 31.550 4.668 14.020 2.460 0.8520 2.000
Flank 3 Center 2 28.204 32.978 4.774 14.190 2.700 0.8552 2.000
Flank 3 Center 3 30.150 34.671 4.521 14.460 2.900 0.8696 2.000
Flank 3 Front 1 24.048 28.747 4.699 12.190 2.940 0.8365 2.000
Flank 3 Front 2 22.086 27.717 5.631 12.140 2.890 0.7968 2.000
Flank 3 Front 3 22.758 27.740 4.982 12.000 3.050 0.8204 2.000
Flank 4 Back 1 23.198 25.400 2.202 15.020 2.010 0.9133 2.000
Flank 4 Back 2 21.191 23.103 1.912 15.060 1.820 0.9172 2.000
Flank 4 Back 3 23.204 25.519 2.315 15.310 1.670 0.9093 2.000
Flank 4 Center 1 29.235 32.734 3.499 13.750 2.270 0.6106 2.000
Flank 4 Center 2 30.456 33.068 2.612 13.460 2.480 0.6388 2.000
Flank 4 Center 3 23.624 25.678 2.054 15.060 2.160 0.9200 2.000
Flank 4 Front 1 20.968 24.731 3.763 11.630 2.620 0.8478 2.000
Flank 4 Front 2 19.989 22.657 2.668 11.170 2.480 0.8822 2.000
Flank 4 Front 3 21.124 23.682 2.558 11.280 2.410 0.8920 2.000
Flank 5 Back 1 17.557 20.776 3.219 12.5 2.35 0.8451 2.000
Flank 5 Back 2 17.843 20.637 2.794 12.29 2.26 0.8646 2.000
Flank 5 Back 3 16.764 20.944 4.180 12.41 2.05 0.8004 2.000
Flank 5 Center 1 18.938 22.26 3.322 12.65 2.32 0.8508 2.000
Flank 5 Center 2 22.531 25.709 3.178 12.88 2.4 0.8764 2.000
Flank 5 Center 3 19.924 22.614 2.690 13.2 2.35 0.8810 2.000
Flank 5 Front 1 20.708 24.035 3.327 10.88 2.4 0.8616 2.000
Flank 5 Front 2 19.29 22.361 3.071 10.58 2.58 0.8627 2.000
Flank 5 Front 3 19.418 23.045 3.627 10.73 2.87 0.8426 2.000
Flank 6 Back 1 26.953 31.874 4.921 11.51 3.49 0.8456 2.000
Flank 6 Back 2 27.028 32.145 5.117 11.64 3.29 0.8408 2.000
Flank 6 Back 3 25.581 31.728 6.147 11.54 3.36 0.8063 2.000
Flank 6 Center 1 19.337 21.716 2.379 11.41 2.32 0.8904 2.000
Flank 6 Center 2 18.191 20.605 2.414 11.28 2.11 0.8828 2.000
Flank 6 Center 3 15.825 18.903 3.078 11.5 1.97 0.8372 2.000
Flank 6 Front 1 15.136 17.795 2.659 11.52 2.11 0.8506 2.000
Flank 6 Front 2 12.852 15.521 2.669 10.63 1.85 0.8280 2.000
Flank 6 Front 3 14.568 16.915 2.347 10.97 2.29 0.8612 2.000
OF 1 Back 1 106.778 110.951 4.173 23.350 5.590 0.9312 1.000
OF 1 Back 2 105.327 108.144 2.817 23.850 5.830 0.9281 1.000
OF 1 Back 3 102.598 105.752 3.154 24.200 5.950 0.9624 1.000
OF 1 Center 1 129.003 138.991 9.988 18.410 9.230 0.9406 1.000
OF 1 Center 2 122.545 134.218 11.673 17.720 9.070 0.9130 1.000
OF 1 Center 3 128.512 138.249 9.737 18.810 8.680 0.9740 1.000
OF 1 Front 1 92.530 99.364 6.834 16.530 7.120 0.9312 1.000
OF 1 Front 2 88.585 94.182 5.597 15.500 7.210 0.9406 1.000
OF 1 Front 3 94.531 100.883 6.352 16.020 7.790 0.9370 1.000
OF 2 Back 1 100.239 112.747 12.508 28.000 5.790 0.8891 1.000
OF 2 Back 2 101.398 116.479 15.081 28.050 5.550 0.8705 1.000
OF 2 Back 3 102.123 115.444 13.321 27.400 5.160 0.8846 1.000
OF 2 Center 1 153.962 168.004 14.042 23.600 9.370 0.9164 1.000
OF 2 Center 2 145.611 157.351 11.740 24.200 8.220 0.9254 1.000
OF 2 Center 3 140.421 155.147 14.726 22.240 9.370 0.9051 1.000
OF 2 Front 1 76.706 87.185 10.479 21.520 5.550 0.8798 1.000
OF 2 Front 2 68.628 79.028 10.400 20.170 5.100 0.8684 1.000
OF 2 Front 3 75.358 83.172 7.814 20.160 5.930 0.9061 1.000
OF 3 Back 1 76.909 82.916 6.007 26.930 3.900 0.9276 1.000
OF 3 Back 2 81.571 87.775 6.204 27.940 4.690 0.9293 1.000
OF 3 Back 3 79.435 84.629 5.194 27.700 3.710 0.9386 1.000
OF 3 Center 1 122.678 139.404 16.726 18.130 9.390 0.8800 1.000
OF 3 Center 2 123.896 145.612 21.716 22.190 9.000 0.8509 1.000
OF 3 Center 3 128.318 139.957 11.639 19.200 9.750 0.9168 1.000
OF 3 Front 1 65.467 72.716 7.249 11.640 7.500 0.9003 1.000
OF 3 Front 2 62.647 70.613 7.966 11.250 8.000 0.8872 1.000
OF 3 Front 3 58.766 68.933 10.167 10.950 8.020 0.8525 1.000
OF 4 Back 1 91.780 95.657 3.877 26.450 5.230 0.9595 1.000
OF 4 Back 2 89.624 93.188 3.564 25.940 5.330 0.9618 1.000
OF 4 Back 3 91.176 95.532 4.356 25.690 5.440 0.9544 1.000
OF 4 Center 1 142.012 160.826 18.814 19.610 11.350 0.5083 1.000
OF 4 Center 2 143.800 159.345 15.545 19.010 10.660 0.4908 1.000
OF 4 Center 3 142.438 149.848 7.410 19.310 10.810 0.9505 1.000
OF 4 Front 1 93.752 100.045 6.293 15.410 9.030 0.9371 1.000
OF 4 Front 2 81.755 86.129 4.374 14.640 8.280 0.9492 1.000
OF 4 Front 3 78.207 83.022 4.815 13.940 8.690 0.9420 1.000
OF 5 Back 1 117.918 129.151 11.233 26.820 8.390 0.9130 1.000
OF 5 Back 2 123.653 134.488 10.835 27.440 7.590 0.9194 1.000
OF 5 Back 3 111.669 119.995 8.326 27.790 6.180 0.9306 1.000
OF 5 Center 1 165.568 178.624 13.056 20.72 11.37 0.9269 1.000
OF 5 Center 2 188.463 202.263 13.800 24.65 10.66 0.9318 1.000
OF 5 Center 3 187.765 200.162 12.397 25.05 10.23 0.9381 1.000
OF 5 Front 1 113.512 120.736 7.224 15.04 9.7 0.9402 1.000
OF 5 Front 2 108.360 115.376 7.016 14.97 9.68 0.9392 1.000
OF 5 Front 3 106.322 115.899 9.577 15.3 9.81 0.9174 1.000
OF 6 Back 1 83.109 90.42 7.311 24.78 5.76 0.9191 1.000
OF 6 Back 2 81.279 90.403 9.124 24.96 5.02 0.8991 1.000
OF 6 Back 3 76.391 84.623 8.232 25.09 5.15 0.9027 1.000
OF 6 Center 1 140.818 152.307 11.489 20.76 10.51 0.9246 1.000
OF 6 Center 2 133.679 151.106 17.427 22.06 9.58 0.8847 1.000
OF 6 Center 3 117.138 125.191 8.053 21.59 7.59 0.9357 1.000
OF 6 Front 1 62.905 71.231 8.326 12.72 7.43 0.8831 1.000
OF 6 Front 2 60.877 71.615 10.738 12.88 7.92 0.8501 1.000
OF 6 Front 3 52.464 62.088 9.624 11.69 7.46 0.8450 1.000
OF 1 Back 1 105.480 112.330 6.850 23.590 6.070 0.9390 2.000
OF 1 Back 2 101.950 108.300 6.350 23.900 6.100 0.9414 2.000
OF 1 Back 3 100.880 105.230 4.350 24.450 6.070 0.9587 2.000
OF 1 Center 1 125.360 140.610 15.250 19.410 9.860 0.8915 2.000
OF 1 Center 2 119.760 134.590 14.830 18.770 9.790 0.8898 2.000
OF 1 Center 3 125.050 137.110 12.060 19.080 9.040 0.9120 2.000
OF 1 Front 1 88.430 100.580 12.150 16.960 7.420 0.8792 2.000
OF 1 Front 2 85.810 94.410 8.600 16.120 7.380 0.9089 2.000
OF 1 Front 3 91.740 100.090 8.350 16.430 8.030 0.9166 2.000
OF 2 Back 1 98.190 112.370 14.180 28.210 6.000 0.8738 2.000
OF 2 Back 2 101.140 115.550 14.410 28.130 5.550 0.8753 2.000
OF 2 Back 3 105.350 119.120 13.770 28.010 5.720 0.8844 2.000
OF 2 Center 1 151.320 166.960 15.640 23.830 9.290 0.9063 2.000
OF 2 Center 2 141.340 156.720 15.380 24.450 8.090 0.9019 2.000
OF 2 Center 3 141.630 159.930 18.300 22.650 10.060 0.8856 2.000
OF 2 Front 1 76.430 86.620 10.190 21.690 6.230 0.8824 2.000
OF 2 Front 2 68.460 78.700 10.240 20.320 5.770 0.8699 2.000
OF 2 Front 3 74.680 85.800 11.120 20.780 6.270 0.8704 2.000
OF 3 Back 1 77.110 83.540 6.430 27.450 4.800 0.9230 2.000
OF 3 Back 2 81.730 86.330 4.600 27.770 5.080 0.9467 2.000
OF 3 Back 3 78.520 83.730 5.210 27.860 4.760 0.9378 2.000
OF 3 Center 1 122.680 140.560 17.880 18.440 10.320 0.8728 2.000
OF 3 Center 2 126.560 142.840 16.280 22.130 9.480 0.8860 2.000
OF 3 Center 3 124.520 138.560 14.040 19.220 9.760 0.8987 2.000
OF 3 Front 1 62.240 73.290 11.050 11.920 8.000 0.8492 2.000
OF 3 Front 2 60.740 69.580 8.840 11.280 8.240 0.8730 2.000
OF 3 Front 3 56.830 68.140 11.310 11.370 7.740 0.8340 2.000
OF 4 Back 1 92.440 96.100 3.660 26.700 5.370 0.9619 2.000
OF 4 Back 2 84.180 92.100 7.920 26.040 5.740 0.9140 2.000
OF 4 Back 3 86.640 94.850 8.210 14.190 8.620 0.9134 2.000
OF 4 Center 1 138.900 161.390 22.490 19.720 11.640 0.8606 2.000
OF 4 Center 2 131.840 157.110 25.270 19.080 11.490 0.8392 2.000
OF 4 Center 3 131.980 147.330 15.350 19.520 11.220 0.8958 2.000
OF 4 Front 1 91.710 100.440 8.730 15.650 9.370 0.9131 2.000
OF 4 Front 2 78.350 85.070 6.720 14.810 8.230 0.9210 2.000
OF 4 Front 3 74.420 81.430 7.010 25.720 5.520 0.9139 2.000
OF 5 Back 1 113.590 126.090 12.500 26.920 8.360 0.9009 2.000
OF 5 Back 2 114.860 131.200 16.340 27.040 7.640 0.8755 2.000
OF 5 Back 3 110.440 119.510 9.070 27.880 6.640 0.9241 2.000
OF 5 Center 1 164.910 174.36 9.450 20.620 11.160 0.9458 2.000
OF 5 Center 2 183.550 197.17 13.620 24.700 10.800 0.9309 2.000
OF 5 Center 3 181.850 199.370 17.520 25.000 10.550 0.9121 2.000
OF 5 Front 1 109.85 117.96 8.110 15.34 9.73 0.9312 2.000
OF 5 Front 2 104.94 112.55 7.610 14.86 10.11 0.9324 2.000
OF 5 Front 3 103.920 115.44 11.520 15.410 10.140 0.9002 2.000
OF 6 Back 1 82.800 91.2 8.400 25.490 5.850 0.9079 2.000
OF 6 Back 2 79.080 88.94 9.860 24.950 5.310 0.8891 2.000
OF 6 Back 3 75.310 86.15 10.840 25.470 5.800 0.8742 2.000
OF 6 Center 1 140.23 153.48 13.250 21.25 10.83 0.9137 2.000
OF 6 Center 2 134.000 148.63 14.630 21.880 9.370 0.9016 2.000
OF 6 Center 3 116.210 127.41 11.200 21.930 7.730 0.9121 2.000
OF 6 Front 1 61.28 71.86 10.580 12.64 8.14 0.8528 2.000
OF 6 Front 2 57.16 70.66 13.500 12.97 8.06 0.8089 2.000
OF 6 Front 3 52.05 63.49 11.440 12 7.73 0.8198 2.000
SR 1 Back 1 43.420 83.890 40.470 17.820 7.090 0.5176 1.000
SR 1 Back 2 48.990 85.420 36.430 18.170 8.420 0.5735 1.000
SR 1 Back 3 49.910 90.220 40.310 17.880 8.940 0.5532 1.000
SR 1 Center 1 44.300 89.620 45.320 16.890 6.500 0.4943 1.000
SR 1 Center 2 45.650 89.750 44.100 17.160 7.200 0.5086 1.000
SR 1 Center 3 41.560 84.310 42.750 17.220 6.820 0.4929 1.000
SR 1 Front 1 57.280 98.160 40.880 17.770 8.020 0.5835 1.000
SR 1 Front 2 59.440 98.950 39.510 18.080 7.410 0.6007 1.000
SR 1 Front 3 62.920 101.590 38.670 18.390 7.840 0.6194 1.000
SR 2 Back 1 52.780 82.740 29.960 16.380 6.290 0.6379 1.000
SR 2 Back 2 52.280 85.760 33.480 16.620 6.630 0.6096 1.000
SR 2 Back 3 52.990 84.190 31.200 16.620 6.290 0.6294 1.000
SR 2 Center 1 39.020 72.830 33.810 15.470 7.270 0.5358 1.000
SR 2 Center 2 37.050 72.780 35.730 15.350 7.970 0.5091 1.000
SR 2 Center 3 38.160 71.990 33.830 15.000 7.730 0.5301 1.000
SR 2 Front 1 50.070 89.880 39.810 18.350 7.410 0.5571 1.000
SR 2 Front 2 47.400 86.110 38.710 18.000 6.530 0.5505 1.000
SR 2 Front 3 47.050 83.310 36.260 17.760 7.290 0.5648 1.000
SR 3 Back 1 41.270 79.960 38.690 17.280 6.960 0.5161 1.000
SR 3 Back 2 39.360 75.880 36.520 16.360 6.580 0.5187 1.000
SR 3 Back 3 41.280 76.900 35.620 16.900 7.230 0.5368 1.000
SR 3 Center 1 29.400 66.040 36.640 16.780 6.240 0.4452 1.000
SR 3 Center 2 30.590 65.270 34.680 16.990 6.400 0.4687 1.000
SR 3 Center 3 26.640 67.480 40.840 16.880 6.500 0.3948 1.000
SR 3 Front 1 58.860 86.250 27.390 16.000 6.850 0.6824 1.000
SR 3 Front 2 58.780 84.740 25.960 16.120 7.090 0.6937 1.000
SR 3 Front 3 60.260 86.150 25.890 15.940 7.090 0.6995 1.000
SR 4 Back 1 47.150 88.110 40.960 18.840 7.740 0.5351 1.000
SR 4 Back 2 46.140 80.960 34.820 18.240 6.600 0.5699 1.000
SR 4 Back 3 47.250 80.340 33.090 18.540 6.360 0.5881 1.000
SR 4 Center 1 30.510 69.230 38.720 16.800 6.740 0.8463 1.000
SR 4 Center 2 27.530 72.940 45.410 16.850 6.970 0.8418 1.000
SR 4 Center 3 31.900 76.840 44.940 16.690 6.970 0.4151 1.000
SR 4 Front 1 56.710 103.770 47.060 16.570 9.240 0.5465 1.000
SR 4 Front 2 58.590 106.010 47.420 16.800 8.490 0.5527 1.000
SR 4 Front 3 61.400 107.610 46.210 17.210 8.660 0.5706 1.000
SR 5 Back 1 36.410 77.190 40.780 16.580 7.220 0.4717 1.000
SR 5 Back 2 37.580 75.630 38.050 16.690 6.180 0.4969 1.000
SR 5 Back 3 45.860 76.790 30.930 16.690 6.620 0.5972 1.000
SR 5 Center 1 32.220 68.040 35.820 16.460 5.560 0.4735 1.000
SR 5 Center 2 28.460 57.110 28.650 15.280 5.670 0.4983 1.000
SR 5 Center 3 36.100 67.290 31.190 16.960 6.570 0.5365 1.000
SR 5 Front 1 54.920 108.510 53.590 18.590 7.810 0.5061 1.000
SR 5 Front 2 58.560 105.980 47.420 17.450 8.250 0.5526 1.000
SR 5 Front 3 66.520 120.630 54.110 17.450 9.700 0.5514 1.000
SR 6 Back 1 55.230 90.490 35.260 15.760 7.230 0.6103 1.000
SR 6 Back 2 52.400 87.270 34.870 15.050 7.700 0.6004 1.000
SR 6 Back 3 53.540 85.500 31.960 15.640 6.930 0.6262 1.000
SR 6 Center 1 39.360 70.330 30.970 14.610 6.400 0.5596 1.000
SR 6 Center 2 42.180 72.110 29.930 14.670 6.670 0.5849 1.000
SR 6 Center 3 41.080 72.610 31.530 14.780 6.400 0.5658 1.000
SR 6 Front 1 35.360 57.640 22.280 15.100 5.120 0.6135 1.000
SR 6 Front 2 31.590 57.060 25.470 15.210 5.340 0.5536 1.000
SR 6 Front 3 30.810 56.070 25.260 15.160 5.710 0.5495 1.000
SR 7 Back 1 46.660 74.820 28.160 19.430 5.250 0.6236 1.000
SR 7 Back 2 41.180 69.690 28.510 19.100 5.640 0.5909 1.000
SR 7 Back 3 38.980 63.940 24.960 18.220 6.180 0.6096 1.000
SR 7 Center 1 45.750 71.920 26.170 16.460 5.310 0.6361 1.000
SR 7 Center 2 43.920 72.250 28.330 16.890 6.010 0.6079 1.000
SR 7 Center 3 45.150 76.240 31.090 17.430 6.230 0.5922 1.000
SR 7 Front 1 54.990 88.780 33.790 16.760 6.060 0.6194 1.000
SR 7 Front 2 54.140 89.690 35.550 16.650 6.270 0.6036 1.000
SR 7 Front 3 53.860 88.090 34.230 16.820 6.920 0.6114 1.000
SR 1 Back 1 50.609 85.010 34.401 17.830 7.370 0.5953 2.000
SR 1 Back 2 47.537 86.562 39.025 17.770 8.070 0.5492 2.000
SR 1 Back 3 52.586 91.267 38.681 17.710 8.770 0.5762 2.000
SR 1 Center 1 50.046 89.960 39.914 16.440 6.460 0.5563 2.000
SR 1 Center 2 54.387 90.103 35.716 16.930 6.510 0.6036 2.000
SR 1 Center 3 47.588 84.633 37.045 16.930 6.730 0.5623 2.000
SR 1 Front 1 64.431 99.776 35.345 17.790 7.650 0.6458 2.000
SR 1 Front 2 63.542 100.467 36.925 17.920 7.780 0.6325 2.000
SR 1 Front 3 62.375 103.213 40.838 18.160 7.590 0.6043 2.000
SR 2 Back 1 53.852 83.015 29.163 15.960 6.050 0.6487 2.000
SR 2 Back 2 52.902 85.977 33.075 16.360 6.570 0.6153 2.000
SR 2 Back 3 53.878 84.534 30.656 16.250 6.340 0.6374 2.000
SR 2 Center 1 45.311 73.309 27.998 15.340 7.120 0.6181 2.000
SR 2 Center 2 39.646 73.320 33.674 15.170 7.580 0.5407 2.000
SR 2 Center 3 40.856 72.540 31.684 14.700 7.760 0.5632 2.000
SR 2 Front 1 50.582 89.851 39.269 18.000 6.760 0.5630 2.000
SR 2 Front 2 47.398 86.092 38.694 17.820 6.060 0.5506 2.000
SR 2 Front 3 52.246 83.255 31.009 17.710 6.940 0.6275 2.000
SR 3 Back 1 50.096 80.968 30.872 17.230 6.840 0.6187 2.000
SR 3 Back 2 46.399 76.829 30.430 16.240 6.230 0.6039 2.000
SR 3 Back 3 46.790 77.869 31.079 16.730 6.840 0.6009 2.000
SR 3 Center 1 29.932 66.459 36.527 16.620 6.260 0.4504 2.000
SR 3 Center 2 31.191 65.693 34.502 16.940 6.000 0.4748 2.000
SR 3 Center 3 29.041 67.901 38.860 16.890 6.360 0.4277 2.000
SR 3 Front 1 60.187 86.286 26.099 15.830 6.440 0.6975 2.000
SR 3 Front 2 59.148 84.737 25.589 15.890 6.560 0.6980 2.000
SR 3 Front 3 57.635 86.234 28.599 15.590 6.670 0.6684 2.000
SR 4 Back 1 53.129 88.364 35.235 18.500 7.090 0.6013 2.000
SR 4 Back 2 55.346 81.204 25.858 17.960 5.410 0.6816 2.000
SR 4 Back 3 50.254 80.534 30.280 18.380 5.470 0.6240 2.000
SR 4 Center 1 33.202 69.908 36.706 16.650 6.770 0.8797 2.000
SR 4 Center 2 26.675 73.633 46.958 16.540 6.600 0.8149 2.000
SR 4 Center 3 33.885 77.562 43.677 16.710 6.550 0.4369 2.000
SR 4 Front 1 58.378 104.447 46.069 16.330 9.270 0.5589 2.000
SR 4 Front 2 61.496 106.695 45.199 16.570 8.630 0.5764 2.000
SR 4 Front 3 60.002 108.323 48.321 16.680 8.570 0.5539 2.000
SR 5 Back 1 39.602 76.670 37.068 16.120 6.480 0.5165 2.000
SR 5 Back 2 38.275 74.938 36.663 16.290 5.880 0.5108 2.000
SR 5 Back 3 45.015 76.064 31.049 16.560 6.150 0.5918 2.000
SR 5 Center 1 33.677 67.609 33.932 16.290 5.210 0.4981 2.000
SR 5 Center 2 29.797 56.778 26.981 14.890 5.040 0.5248 2.000
SR 5 Center 3 37.810 66.852 29.042 16.350 5.770 0.5656 2.000
SR 5 Front 1 64.891 108.638 43.747 18.350 7.250 0.5973 2.000
SR 5 Front 2 58.295 106.128 47.833 17.090 4.550 0.5493 2.000
SR 5 Front 3 71.283 120.852 49.569 18.290 9.330 0.5898 2.000
SR 6 Back 1 58.955 91.363 32.408 15.310 7.030 0.6453 2.000
SR 6 Back 2 56.490 88.085 31.595 14.710 7.620 0.6413 2.000
SR 6 Back 3 56.903 86.391 29.488 15.190 6.910 0.6587 2.000
SR 6 Center 1 43.031 70.800 27.769 14.280 6.250 0.6078 2.000
SR 6 Center 2 45.359 72.601 27.242 14.500 6.470 0.6248 2.000
SR 6 Center 3 44.077 73.123 29.046 14.550 6.250 0.6028 2.000
SR 6 Front 1 39.234 57.690 18.456 14.950 4.540 0.6801 2.000
SR 6 Front 2 34.011 57.162 23.151 15.120 5.020 0.5950 2.000
SR 6 Front 3 32.881 56.175 23.294 15.060 5.390 0.5853 2.000
SR 7 Back 1 51.404 74.676 23.272 19.130 4.810 0.6884 2.000
SR 7 Back 2 42.841 69.529 26.688 19.080 4.970 0.6162 2.000
SR 7 Back 3 43.363 63.808 20.445 18.040 5.630 0.6796 2.000
SR 7 Center 1 48.887 72.193 23.306 16.430 5.210 0.6772 2.000
SR 7 Center 2 48.700 72.518 23.818 16.920 5.370 0.6716 2.000
SR 7 Center 3 46.778 76.441 29.663 17.030 5.970 0.6119 2.000
SR 7 Front 1 59.069 89.092 30.023 16.520 5.900 0.6630 2.000
SR 7 Front 2 60.558 90.025 29.467 16.250 6.070 0.6727 2.000
SR 7 Front 3 55.153 88.413 33.260 16.470 5.960 0.6238 2.000
Navel 1 Front 1 82.850 117.230 34.380 19.700 8.020 0.7067 1.000
Navel 1 Front 2 82.200 123.530 41.330 18.720 9.330 0.6654 1.000
Navel 1 Front 3 83.350 125.070 41.720 18.980 9.330 0.6664 1.000
Navel 1 Center 1 66.910 107.490 40.580 21.670 7.560 0.6225 1.000
Navel 1 Center 2 73.070 107.130 34.060 21.760 8.090 0.6821 1.000
Navel 1 Center 3 75.990 110.580 34.590 21.380 8.270 0.6872 1.000
Navel 1 Back 1 57.790 96.710 38.920 21.910 7.250 0.5976 1.000
Navel 1 Back 2 60.860 97.710 36.850 22.020 6.460 0.6229 1.000
Navel 1 Back 3 63.420 99.860 36.440 21.690 7.080 0.6351 1.000
Navel 2 Front 1 65.370 101.310 35.940 19.580 8.450 0.6452 1.000
Navel 2 Front 2 71.860 113.980 42.120 18.730 8.520 0.6305 1.000
Navel 2 Front 3 76.050 118.610 42.560 19.390 9.040 0.6412 1.000
Navel 2 Center 1 63.950 95.900 31.950 19.640 6.840 0.6668 1.000
Navel 2 Center 2 62.920 96.580 33.660 19.880 7.260 0.6515 1.000
Navel 2 Center 3 73.430 100.770 27.340 20.530 7.380 0.7287 1.000
Navel 2 Back 1 52.610 91.120 38.510 19.520 7.220 0.5774 1.000
Navel 2 Back 2 57.860 101.050 43.190 20.180 7.750 0.5726 1.000
Navel 2 Back 3 67.460 105.320 37.860 21.300 6.800 0.6405 1.000
Navel 3 Front 1 56.310 87.580 31.270 15.660 7.530 0.6430 1.000
Navel 3 Front 2 54.070 86.520 32.450 15.610 7.200 0.6249 1.000
Navel 3 Front 3 53.070 85.490 32.420 15.440 7.360 0.6208 1.000
Navel 3 Center 1 51.520 92.270 40.750 20.050 6.900 0.5584 1.000
Navel 3 Center 2 51.440 91.360 39.920 19.830 7.170 0.5630 1.000
Navel 3 Center 3 55.350 91.430 36.080 20.160 6.900 0.6054 1.000
Navel 3 Back 1 57.320 96.350 39.030 20.320 6.450 0.5949 1.000
Navel 3 Back 2 55.710 95.480 39.770 20.320 7.580 0.5835 1.000
Navel 3 Back 3 54.990 96.930 41.940 20.430 8.660 0.5673 1.000
Navel 4 Front 1 65.100 107.680 42.580 17.590 7.880 0.6046 1.000
Navel 4 Front 2 58.550 102.080 43.530 17.170 6.880 0.5736 1.000
Navel 4 Front 3 56.210 100.820 44.610 17.410 7.120 0.5575 1.000
Navel 4 Center 1 55.190 108.810 53.620 18.530 7.500 0.5072 1.000
Navel 4 Center 2 59.480 108.440 48.960 18.530 8.220 0.5485 1.000
Navel 4 Center 3 63.400 108.260 44.860 18.650 7.560 0.5856 1.000
Navel 4 Back 1 40.910 91.030 50.120 18.110 6.550 0.4494 1.000
Navel 4 Back 2 43.210 91.380 48.170 18.220 6.500 0.4729 1.000
Navel 4 Back 3 47.910 92.400 44.490 18.220 7.050 0.5185 1.000
Navel 5 Front 1 69.350 99.520 30.170 15.000 8.860 0.6968 1.000
Navel 5 Front 2 66.570 96.330 29.760 14.650 8.620 0.6911 1.000
Navel 5 Front 3 68.580 91.420 22.840 14.700 8.560 0.7502 1.000
Navel 5 Center 1 61.770 98.600 36.830 17.070 8.160 0.6265 1.000
Navel 5 Center 2 61.450 96.490 35.040 16.440 7.720 0.6369 1.000
Navel 5 Center 3 61.150 93.450 32.300 16.320 8.350 0.6544 1.000
Navel 5 Back 1 41.400 86.050 44.650 17.810 6.280 0.4811 1.000
Navel 5 Back 2 40.250 83.000 42.750 17.290 7.210 0.4849 1.000
Navel 5 Back 3 39.400 83.410 44.010 17.470 6.340 0.4724 1.000
Navel 6 Front 1 62.930 86.630 23.700 16.230 6.990 0.7264 1.000
Navel 6 Front 2 64.550 85.580 21.030 16.950 6.880 0.7543 1.000
Navel 6 Front 3 70.200 91.720 21.520 16.620 8.000 0.7654 1.000
Navel 6 Center 1 57.890 97.380 39.490 18.280 6.850 0.5945 1.000
Navel 6 Center 2 57.540 93.270 35.730 18.000 6.900 0.6169 1.000
Navel 6 Center 3 62.030 94.390 32.360 18.050 7.130 0.6572 1.000
Navel 6 Back 1 61.270 97.100 35.830 19.000 7.010 0.6310 1.000
Navel 6 Back 2 57.540 90.830 33.290 18.300 6.430 0.6335 1.000
Navel 6 Back 3 58.150 91.970 33.820 19.000 6.890 0.6323 1.000
Navel 7 Front 1 61.610 91.390 29.780 15.720 7.720 0.6741 1.000
Navel 7 Front 2 63.750 91.950 28.200 15.720 7.390 0.6933 1.000
Navel 7 Front 3 67.050 100.460 33.410 16.060 8.830 0.6674 1.000
Navel 7 Center 1 47.670 85.470 37.800 17.860 6.840 0.5577 1.000
Navel 7 Center 2 47.470 84.350 36.880 17.810 7.210 0.5628 1.000
Navel 7 Center 3 50.060 82.480 32.420 17.490 6.780 0.6069 1.000
Navel 7 Back 1 39.530 69.620 30.090 17.450 5.320 0.5678 1.000
Navel 7 Back 2 43.060 71.570 28.510 17.450 5.530 0.6016 1.000
Navel 7 Back 3 43.160 70.320 27.160 17.390 5.320 0.6138 1.000
Navel 1 Front 1 80.677 114.608 33.931 19.010 7.070 0.7039 2.000
Navel 1 Front 2 84.254 120.736 36.482 18.370 7.070 0.6978 2.000
Navel 1 Front 3 82.289 122.253 39.964 18.630 7.540 0.6731 2.000
Navel 1 Center 1 68.560 105.440 36.880 21.390 5.690 0.6502 2.000
Navel 1 Center 2 69.164 104.964 35.800 20.720 5.730 0.6589 2.000
Navel 1 Center 3 76.267 108.465 32.198 21.150 5.530 0.7031 2.000
Navel 1 Back 1 61.736 95.464 33.728 21.550 5.770 0.6467 2.000
Navel 1 Back 2 63.153 96.450 33.297 21.700 5.730 0.6548 2.000
Navel 1 Back 3 58.876 98.733 39.857 21.400 5.660 0.5963 2.000
Navel 2 Front 1 64.792 101.545 36.753 19.550 7.220 0.6381 2.000
Navel 2 Front 2 75.983 114.348 38.365 18.630 7.480 0.6645 2.000
Navel 2 Front 3 78.991 118.993 40.002 19.240 7.780 0.6638 2.000
Navel 2 Center 1 67.777 97.563 29.786 19.800 5.760 0.6947 2.000
Navel 2 Center 2 65.032 98.231 33.199 20.000 5.600 0.6620 2.000
Navel 2 Center 3 75.095 102.521 27.426 20.480 5.760 0.7325 2.000
Navel 2 Back 1 54.124 89.590 35.466 18.250 5.480 0.6041 2.000
Navel 2 Back 2 58.936 99.221 40.285 19.780 5.600 0.5940 2.000
Navel 2 Back 3 62.191 103.779 41.588 21.070 5.680 0.5993 2.000
Navel 3 Front 1 63.761 92.807 29.046 15.950 6.720 0.6870 2.000
Navel 3 Front 2 59.906 91.701 31.795 15.990 6.340 0.6533 2.000
Navel 3 Front 3 58.827 90.640 31.813 15.720 6.610 0.6490 2.000
Navel 3 Center 1 50.289 91.367 41.078 19.830 6.060 0.5504 2.000
Navel 3 Center 2 51.361 90.249 38.888 19.690 5.950 0.5691 2.000
Navel 3 Center 3 55.264 90.414 35.150 20.020 5.700 0.6112 2.000
Navel 3 Back 1 61.045 96.484 35.439 20.170 5.670 0.6327 2.000
Navel 3 Back 2 60.718 95.688 34.970 20.250 5.330 0.6345 2.000
Navel 3 Back 3 57.968 97.057 39.089 20.440 5.930 0.5973 2.000
Navel 4 Front 1 62.106 107.258 45.152 17.430 7.090 0.5790 2.000
Navel 4 Front 2 53.036 101.115 48.079 16.760 6.620 0.5245 2.000
Navel 4 Front 3 58.464 100.000 41.536 17.310 6.620 0.5846 2.000
Navel 4 Center 1 56.191 107.076 50.885 18.210 7.140 0.3883 2.000
Navel 4 Center 2 63.657 106.695 43.038 18.210 7.220 0.3968 2.000
Navel 4 Center 3 56.826 106.475 49.649 18.250 7.140 0.5337 2.000
Navel 4 Back 1 43.487 92.416 48.929 18.170 6.340 0.4706 2.000
Navel 4 Back 2 41.580 92.779 51.199 18.210 6.120 0.4482 2.000
Navel 4 Back 3 42.333 93.900 51.567 18.280 6.120 0.4508 2.000
Navel 5 Front 1 70.243 98.486 28.243 14.73 8.34 0.7132 2.000
Navel 5 Front 2 66.404 95.266 28.862 14.18 8.42 0.6970 2.000
Navel 5 Front 3 57.375 90.406 33.031 14.49 7.87 0.6346 2.000
Navel 5 Center 1 56.05 99.988 43.938 16.9 7.33 0.5606 2.000
Navel 5 Center 2 60.41 97.831 37.421 16.35 7.29 0.6175 2.000
Navel 5 Center 3 57.482 94.8 37.318 16.35 7.17 0.6064 2.000
Navel 5 Back 1 38.504 57.369 18.865 17.89 6.2 0.6712 2.000
Navel 5 Back 2 36.065 84.3 48.235 17.46 6.35 0.4278 2.000
Navel 5 Back 3 35.763 84.752 48.989 17.62 6.08 0.4220 2.000
Navel 6 Front 1 63.034 86.176 23.142 16.08 6.04 0.7315 2.000
Navel 6 Front 2 57.907 85.744 27.837 16.86 6.12 0.6753 2.000
Navel 6 Front 3 62.428 91.75 29.322 16.53 6.68 0.6804 2.000
Navel 6 Center 1 50.115 96.215 46.100 18.07 6.52 0.5209 2.000
Navel 6 Center 2 49.529 92.143 42.614 17.85 6.56 0.5375 2.000
Navel 6 Center 3 56.68 93.246 36.566 17.85 6.94 0.6079 2.000
Navel 6 Back 1 60.129 95.858 35.729 18.64 6.64 0.6273 2.000
Navel 6 Back 2 51.9 89.749 37.849 18.15 6.3 0.5783 2.000
Navel 6 Back 3 49.082 90.896 41.814 18.8 6.6 0.5400 2.000
Navel 7 Front 1 58.157 90.89 32.733 15.6 7.02 0.6399 2.000
Navel 7 Front 2 57.527 91.575 34.048 15.63 6.95 0.6282 2.000
Navel 7 Front 3 66.718 100.006 33.288 16 7.35 0.6671 2.000
Navel 7 Center 1 47.279 86.536 39.257 18.02 6.72 0.5464 2.000
Navel 7 Center 2 46.049 85.33 39.281 17.88 6.43 0.5397 2.000
Navel 7 Center 3 52.852 83.535 30.683 17.52 6.58 0.6327 2.000
Navel 7 Back 1 42.45 69.958 27.508 17.42 4.9 0.6068 2.000
Navel 7 Back 2 44.788 71.911 27.123 17.42 5.22 0.6228 2.000
Navel 7 Back 3 45.555 70.665 25.110 17.42 5.12 0.6447 2.000
;
run;
Title "Slice area";
proc glimmix data=image;
class cut section cut_rep sec_rep;
model slice_area = cut|section;
random cut_rep sec_rep;
lsmeans cut|section/ slice=section slice=cut adjust= tukey lines;
run;quit;
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