Sample Part Operator Trial Measure Part Effect Operator Effect1 1 1 1 42.44 42.365679 0.0760611 1 1 2 42.30 42.365679 -0.0641861 1 1 3 42.39 42.365679 0.0282621 1 1 4 42.40 42.365679 0.0348091 2 1 1 42.70 42.766206 -0.0710111 2 1 2 42.65 42.766206 -0.1145041 2 1 3 42.67 42.766206 -0.0962931 2 1 4 42.76 42.766206 -0.0050221 3 1 1 43.23 43.270311 -0.0451851 3 1 2 43.29 43.270311 0.0181051 3 1 3 43.25 43.270311 -0.0252591 3 1 4 43.30 43.270311 0.0252611 4 1 1 43.86 43.749633 0.1103041 4 1 2 43.69 43.749633 -0.0619891 4 1 3 43.80 43.749633 0.0482911 4 1 4 43.72 43.749633 -0.0314841 5 1 1 42.60 42.698847 -0.0999921 5 1 2 42.73 42.698847 0.0276831 5 1 3 42.67 42.698847 -0.0238721 5 1 4 42.69 42.698847 -0.0093552 6 1 1 43.42 43.355123 0.0686072 6 1 2 43.35 43.355123 -0.0078762 6 1 3 43.35 43.355123 -0.0060892 6 1 4 43.36 43.355123 0.0067282 7 1 1 42.67 42.623363 0.0452222 7 1 2 42.66 42.623363 0.0386822 7 1 3 42.61 42.623363 -0.0181532 7 1 4 42.62 42.623363 -0.0072092 8 1 1 43.21 43.252192 -0.0376132 8 1 2 43.24 43.252192 -0.0073662 8 1 3 43.19 43.252192 -0.0619112 8 1 4 43.16 43.252192 -0.0940512 9 1 1 42.80 42.817215 -0.01362 9 1 2 42.83 42.817215 0.0140372 9 1 3 42.83 42.817215 0.0131962 9 1 4 42.78 42.817215 -0.0388072 10 1 1 44.07 44.059998 0.0128242 10 1 2 44.07 44.059998 0.0113392 10 1 3 44.12 44.059998 0.057622 10 1 4 43.97 44.059998 -0.0870423 11 1 1 43.42 43.367724 0.0506573 11 1 2 43.31 43.367724 -0.0589683 11 1 3 43.41 43.367724 0.0412943 11 1 4 43.32 43.367724 -0.0438573 12 1 1 42.53 42.650079 -0.1162383 12 1 2 42.58 42.650079 -0.0680453 12 1 3 42.59 42.650079 -0.0552653 12 1 4 42.57 42.650079 -0.0820093 13 1 1 43.08 43.069886 0.0095323 13 1 2 43.05 43.069886 -0.017003

3 13 1 3 43.04 43.069886 -0.0292883 13 1 4 43.07 43.069886 0.0035843 14 1 1 42.67 42.719519 -0.051183 14 1 2 42.73 42.719519 0.0154763 14 1 3 42.75 42.719519 0.0286823 14 1 4 42.69 42.719519 -0.032723 15 1 1 43.34 43.326135 0.0164633 15 1 2 43.29 43.326135 -0.0382613 15 1 3 43.42 43.326135 0.0898143 15 1 4 43.38 43.326135 0.0528584 16 1 1 43.90 43.948546 -0.0526124 16 1 2 44.03 43.948546 0.0832484 16 1 3 43.91 43.948546 -0.0372454 16 1 4 43.88 43.948546 -0.0674394 17 1 1 43.91 43.846659 0.0629554 17 1 2 43.72 43.846659 -0.1284744 17 1 3 43.82 43.846659 -0.0311464 17 1 4 43.92 43.846659 0.0760714 18 1 1 42.29 42.343784 -0.0582394 18 1 2 42.37 42.343784 0.024884 18 1 3 42.38 42.343784 0.0366284 18 1 4 42.32 42.343784 -0.0271234 19 1 1 42.86 42.850859 0.0082574 19 1 2 42.83 42.850859 -0.0175614 19 1 3 42.82 42.850859 -0.0333974 19 1 4 42.84 42.850859 -0.0087344 20 1 1 43.77 43.677326 0.0894744 20 1 2 43.62 43.677326 -0.0548074 20 1 3 43.66 43.677326 -0.0189564 20 1 4 43.67 43.677326 -0.0055585 21 1 1 43.62 43.550201 0.0652165 21 1 2 43.54 43.550201 -0.0078815 21 1 3 43.61 43.550201 0.0572555 21 1 4 43.56 43.550201 0.006735 22 1 1 43.34 43.331552 0.0049865 22 1 2 43.30 43.331552 -0.0301365 22 1 3 43.32 43.331552 -0.0071725 22 1 4 43.42 43.331552 0.0915185 23 1 1 44.43 44.277976 0.1515675 23 1 2 44.33 44.277976 0.0486935 23 1 3 44.24 44.277976 -0.0337795 23 1 4 44.32 44.277976 0.0440965 24 1 1 44.15 44.149308 0.002835 24 1 2 44.09 44.149308 -0.0575975 24 1 3 44.10 44.149308 -0.05125 24 1 4 44.11 44.149308 -0.0392985 25 1 1 43.03 43.16282 -0.129775 25 1 2 43.19 43.16282 0.0309325 25 1 3 43.16 43.16282 -0.0062515 25 1 4 43.13 43.16282 -0.0323986 26 1 1 44.19 44.179297 0.006441

6 26 1 2 44.04 44.179297 -0.1344236 26 1 3 44.17 44.179297 -0.0091586 26 1 4 44.06 44.179297 -0.1144226 27 1 1 44.23 44.152472 0.0810916 27 1 2 44.11 44.152472 -0.0385346 27 1 3 44.14 44.152472 -0.0167496 27 1 4 44.15 44.152472 -0.0014056 28 1 1 44.20 44.221382 -0.0232636 28 1 2 44.25 44.221382 0.024946 28 1 3 44.23 44.221382 0.0045556 28 1 4 44.23 44.221382 0.0047696 29 1 1 44.00 44.040866 -0.0444246 29 1 2 44.08 44.040866 0.0380486 29 1 3 44.01 44.040866 -0.0295196 29 1 4 44.05 44.040866 0.0091426 30 1 1 43.92 43.928052 -0.0097266 30 1 2 43.93 43.928052 0.0043346 30 1 3 43.98 43.928052 0.0563936 30 1 4 43.92 43.928052 -0.0115061 1 2 1 42.29 42.365679 -0.0728861 1 2 2 42.42 42.365679 0.0521741 1 2 3 42.82 42.365679 0.4591181 1 2 4 42.44 42.365679 0.0766051 2 2 1 42.94 42.766206 0.1775181 2 2 2 42.67 42.766206 -0.0919731 2 2 3 42.89 42.766206 0.1236651 2 2 4 42.92 42.766206 0.1580761 3 2 1 43.37 43.270311 0.0964531 3 2 2 43.39 43.270311 0.1216471 3 2 3 43.33 43.270311 0.0573871 3 2 4 43.38 43.270311 0.1105541 4 2 1 43.68 43.749633 -0.0646471 4 2 2 43.70 43.749633 -0.0457371 4 2 3 43.81 43.749633 0.0652581 4 2 4 43.94 43.749633 0.1894351 5 2 1 42.82 42.698847 0.124621 5 2 2 42.63 42.698847 -0.0728541 5 2 3 42.79 42.698847 0.0903381 5 2 4 42.79 42.698847 0.0870962 6 2 1 43.50 43.355123 0.1468932 6 2 2 43.52 43.355123 0.1693952 6 2 3 43.27 43.355123 -0.083412 6 2 4 43.46 43.355123 0.1078032 7 2 1 42.60 42.623363 -0.0186292 7 2 2 42.64 42.623363 0.0213322 7 2 3 42.64 42.623363 0.0194252 7 2 4 42.73 42.623363 0.1054862 8 2 1 43.19 43.252192 -0.0579132 8 2 2 43.39 43.252192 0.1355352 8 2 3 43.28 43.252192 0.0302342 8 2 4 43.12 43.252192 -0.131084

2 9 2 1 42.90 42.817215 0.0798382 9 2 2 42.79 42.817215 -0.02412 9 2 3 42.89 42.817215 0.0748292 9 2 4 42.82 42.817215 0.0022772 10 2 1 44.01 44.059998 -0.047022 10 2 2 44.11 44.059998 0.0480592 10 2 3 44.24 44.059998 0.1805822 10 2 4 44.03 44.059998 -0.0280043 11 2 1 43.44 43.367724 0.0757213 11 2 2 43.50 43.367724 0.1350183 11 2 3 43.48 43.367724 0.1129493 11 2 4 43.56 43.367724 0.1881343 12 2 1 42.75 42.650079 0.1008043 12 2 2 42.75 42.650079 0.0999593 12 2 3 42.70 42.650079 0.0509233 12 2 4 42.67 42.650079 0.0212283 13 2 1 43.25 43.069886 0.1785573 13 2 2 43.11 43.069886 0.0398643 13 2 3 43.18 43.069886 0.1140123 13 2 4 43.19 43.069886 0.1243523 14 2 1 42.87 42.719519 0.1552123 14 2 2 42.92 42.719519 0.2009013 14 2 3 42.83 42.719519 0.1092773 14 2 4 42.88 42.719519 0.1595363 15 2 1 43.27 43.326135 -0.0518953 15 2 2 43.46 43.326135 0.1355793 15 2 3 43.40 43.326135 0.0786723 15 2 4 43.45 43.326135 0.1232584 16 2 1 43.98 43.948546 0.0338864 16 2 2 43.83 43.948546 -0.1191714 16 2 3 44.02 43.948546 0.0678794 16 2 4 43.79 43.948546 -0.1612484 17 2 1 43.91 43.846659 0.0632474 17 2 2 43.89 43.846659 0.0423044 17 2 3 43.96 43.846659 0.1177474 17 2 4 43.89 43.846659 0.0424744 18 2 1 42.32 42.343784 -0.0283454 18 2 2 42.49 42.343784 0.1495174 18 2 3 42.38 42.343784 0.0395114 18 2 4 42.36 42.343784 0.0203594 19 2 1 42.96 42.850859 0.1133894 19 2 2 43.00 42.850859 0.1528794 19 2 3 42.90 42.850859 0.0465334 19 2 4 42.87 42.850859 0.0184964 20 2 1 43.62 43.677326 -0.0531674 20 2 2 43.74 43.677326 0.0614724 20 2 3 43.85 43.677326 0.1747764 20 2 4 43.68 43.677326 -5E-0055 21 2 1 43.77 43.550201 0.2183625 21 2 2 43.60 43.550201 0.0508545 21 2 3 43.56 43.550201 0.014049

5 21 2 4 43.66 43.550201 0.1113455 22 2 1 43.55 43.331552 0.218835 22 2 2 43.53 43.331552 0.1966425 22 2 3 43.33 43.331552 -0.0014615 22 2 4 43.38 43.331552 0.0486145 23 2 1 44.34 44.277976 0.0650395 23 2 2 44.14 44.277976 -0.1341435 23 2 3 44.39 44.277976 0.1120545 23 2 4 44.26 44.277976 -0.0175345 24 2 1 44.25 44.149308 0.0984775 24 2 2 44.26 44.149308 0.1069885 24 2 3 44.06 44.149308 -0.0866665 24 2 4 44.36 44.149308 0.2106935 25 2 1 43.39 43.16282 0.2271715 25 2 2 43.27 43.16282 0.1112945 25 2 3 43.15 43.16282 -0.0124285 25 2 4 43.20 43.16282 0.0360096 26 2 1 44.17 44.179297 -0.0086146 26 2 2 44.30 44.179297 0.1226416 26 2 3 44.36 44.179297 0.1842646 26 2 4 44.33 44.179297 0.1514566 27 2 1 44.14 44.152472 -0.0098466 27 2 2 44.18 44.152472 0.0307486 27 2 3 44.23 44.152472 0.0730056 27 2 4 44.15 44.152472 -0.0030426 28 2 1 44.23 44.221382 0.0086576 28 2 2 44.42 44.221382 0.2015856 28 2 3 44.37 44.221382 0.1470046 28 2 4 44.18 44.221382 -0.0416476 29 2 1 44.04 44.040866 -0.0029296 29 2 2 44.07 44.040866 0.0307246 29 2 3 44.15 44.040866 0.1128576 29 2 4 44.00 44.040866 -0.0407716 30 2 1 43.96 43.928052 0.0305776 30 2 2 43.91 43.928052 -0.0152826 30 2 3 44.03 43.928052 0.1035976 30 2 4 44.13 43.928052 0.2053911 1 3 1 42.64 42.365679 0.2783271 1 3 2 42.53 42.365679 0.1671841 1 3 3 42.54 42.365679 0.1792771 1 3 4 42.42 42.365679 0.052021 2 3 1 42.95 42.766206 0.1817341 2 3 2 42.79 42.766206 0.0200911 2 3 3 43.07 42.766206 0.30631 2 3 4 42.73 42.766206 -0.0408051 3 3 1 43.48 43.270311 0.2120371 3 3 2 43.38 43.270311 0.1085661 3 3 3 43.46 43.270311 0.1937011 3 3 4 43.55 43.270311 0.2776651 4 3 1 44.05 43.749633 0.3049871 4 3 2 43.93 43.749633 0.17631

1 4 3 3 43.90 43.749633 0.1487721 4 3 4 43.83 43.749633 0.0840481 5 3 1 42.90 42.698847 0.2007361 5 3 2 42.90 42.698847 0.2022491 5 3 3 43.10 42.698847 0.4040561 5 3 4 42.85 42.698847 0.1466882 6 3 1 43.59 43.355123 0.2314022 6 3 2 43.52 43.355123 0.1638142 6 3 3 43.68 43.355123 0.3251512 6 3 4 43.53 43.355123 0.1724162 7 3 1 42.88 42.623363 0.2551072 7 3 2 42.94 42.623363 0.3195682 7 3 3 42.88 42.623363 0.2614152 7 3 4 42.83 42.623363 0.2060132 8 3 1 43.63 43.252192 0.3790362 8 3 2 43.62 43.252192 0.3630862 8 3 3 43.49 43.252192 0.2420362 8 3 4 43.54 43.252192 0.2864662 9 3 1 43.05 42.817215 0.2285982 9 3 2 42.94 42.817215 0.118482 9 3 3 42.98 42.817215 0.1652672 9 3 4 42.90 42.817215 0.0809542 10 3 1 44.27 44.059998 0.2057812 10 3 2 44.52 44.059998 0.4585652 10 3 3 44.22 44.059998 0.1590062 10 3 4 44.21 44.059998 0.1461543 11 3 1 43.54 43.367724 0.1683343 11 3 2 43.54 43.367724 0.1765243 11 3 3 43.44 43.367724 0.0722383 11 3 4 43.42 43.367724 0.0566153 12 3 1 42.91 42.650079 0.2594693 12 3 2 42.76 42.650079 0.1134523 12 3 3 42.65 42.650079 0.0014993 12 3 4 42.96 42.650079 0.3077193 13 3 1 43.18 43.069886 0.1129363 13 3 2 43.24 43.069886 0.1651733 13 3 3 43.13 43.069886 0.0560953 13 3 4 43.17 43.069886 0.1006933 14 3 1 43.17 42.719519 0.4493583 14 3 2 43.00 42.719519 0.2761053 14 3 3 42.88 42.719519 0.1645183 14 3 4 42.74 42.719519 0.0178633 15 3 1 43.64 43.326135 0.3121643 15 3 2 43.33 43.326135 0.0047793 15 3 3 43.56 43.326135 0.2382253 15 3 4 43.61 43.326135 0.2836294 16 3 1 44.04 43.948546 0.0875184 16 3 2 44.22 43.948546 0.2678764 16 3 3 44.12 43.948546 0.1732954 16 3 4 44.12 43.948546 0.1665744 17 3 1 43.88 43.846659 0.037283

4 17 3 2 44.17 43.846659 0.321114 17 3 3 43.92 43.846659 0.0726974 17 3 4 43.91 43.846659 0.0617674 18 3 1 42.60 42.343784 0.2527744 18 3 2 42.24 42.343784 -0.1047774 18 3 3 42.44 42.343784 0.0980674 18 3 4 42.57 42.343784 0.2298214 19 3 1 43.07 42.850859 0.2154674 19 3 2 43.01 42.850859 0.1557894 19 3 3 42.99 42.850859 0.1353584 19 3 4 43.08 42.850859 0.2305614 20 3 1 43.69 43.677326 0.0137544 20 3 2 43.74 43.677326 0.063884 20 3 3 43.84 43.677326 0.1586294 20 3 4 43.89 43.677326 0.2087895 21 3 1 43.82 43.550201 0.2711075 21 3 2 43.77 43.550201 0.2239165 21 3 3 43.64 43.550201 0.0937555 21 3 4 43.67 43.550201 0.1237095 22 3 1 43.58 43.331552 0.2488915 22 3 2 43.47 43.331552 0.1400535 22 3 3 43.45 43.331552 0.1225915 22 3 4 43.34 43.331552 0.0048855 23 3 1 44.50 44.277976 0.2245935 23 3 2 44.56 44.277976 0.2861545 23 3 3 44.42 44.277976 0.143365 23 3 4 44.53 44.277976 0.254295 24 3 1 44.36 44.149308 0.209355 24 3 2 44.42 44.149308 0.2744975 24 3 3 44.37 44.149308 0.2254085 24 3 4 44.49 44.149308 0.3361175 25 3 1 43.32 43.16282 0.1546625 25 3 2 43.39 43.16282 0.226435 25 3 3 43.51 43.16282 0.3428025 25 3 4 43.21 43.16282 0.0512966 26 3 1 44.28 44.179297 0.1036386 26 3 2 44.54 44.179297 0.3656736 26 3 3 44.41 44.179297 0.2355456 26 3 4 44.63 44.179297 0.4477336 27 3 1 44.37 44.152472 0.21846 27 3 2 44.42 44.152472 0.2675686 27 3 3 44.28 44.152472 0.1303936 27 3 4 44.17 44.152472 0.0191146 28 3 1 44.49 44.221382 0.2722036 28 3 2 44.43 44.221382 0.2044516 28 3 3 44.47 44.221382 0.2468276 28 3 4 44.43 44.221382 0.2059036 29 3 1 44.37 44.040866 0.3325466 29 3 2 44.12 44.040866 0.0746866 29 3 3 44.55 44.040866 0.5138446 29 3 4 44.40 44.040866 0.357989

6 30 3 1 44.14 43.928052 0.2146466 30 3 2 44.12 43.928052 0.1940646 30 3 3 43.94 43.928052 0.0080636 30 3 4 44.29 43.928052 0.361357

Operator Effect

Parts in Group Mean Std. dev.

1 43 0.52 43.2 0.53 43.8 0.54 44 0.55 44 0.5

Operator1 0 0.052 0.1 0.13 0.2 0.1