======================================================= TABLE OF EFFICIENCY MEASURES FOR k=4 FACTOR NOTZ DESIGN ======================================================= dsgn = design number of the reduced model n = number of design points prm = number of parameters in model dv = number of design variables remaining in model l = number of linear (first order) terms in the model c = number of crossproduct terms in the model q = number of pure quadratic (squared) terms in the model ================================================================= dsgn k n prm dv l c q d-eff a-eff g-eff iv-eff ================================================================= 1 4 15 15 4 4 6 4 39.2047 18.3103 39.1304 12.4275 2 4 15 14 4 4 6 3 44.1099 21.5089 36.7949 10.7925 3 4 15 14 4 4 5 4 38.6420 17.8510 41.4879 11.9111 4 4 15 13 4 4 6 2 50.2436 26.7929 34.6171 9.1175 5 4 15 13 4 4 5 3 43.7814 21.0220 39.4851 10.3150 6 4 15 13 4 4 5 3 43.8093 21.0624 39.9661 10.2856 7 4 15 13 4 4 4 4 37.9734 17.3399 38.6160 11.4053 8 4 15 13 4 4 4 4 37.6226 17.2083 38.7578 11.4594 9 4 15 13 4 3 6 3 43.6396 21.1393 39.3939 9.7301 10 4 15 12 4 4 6 1 57.7728 36.7225 32.8972 7.3323 11 4 15 12 4 4 5 2 50.2879 26.2384 36.6005 8.7069 12 4 15 12 4 4 5 2 50.3762 26.4787 37.1496 8.6427 13 4 15 12 4 4 5 2 50.3848 26.4419 37.8601 8.6261 14 4 15 12 4 4 4 3 43.3727 20.4829 41.1630 9.8407 15 4 15 12 4 4 4 3 43.4277 20.5589 38.5062 9.7872 16 4 15 12 4 4 4 3 42.9735 20.3429 39.9697 9.8636 17 4 15 12 4 4 3 4 37.1822 16.7726 41.7896 10.9074 18 4 15 12 4 4 3 4 37.1822 16.7726 41.0634 10.9074 19 4 15 12 4 4 3 4 36.7707 16.6182 35.8281 10.9802 20 4 15 12 4 3 6 2 50.1863 26.6825 37.1908 8.0850 21 4 15 12 4 3 5 3 43.2277 20.6127 41.6457 9.2381 22 4 15 11 4 4 6 0 65.5699 53.2445 30.7042 4.9662 23 4 15 11 4 4 5 1 58.5652 36.7968 34.5961 6.9228 24 4 15 11 4 4 5 1 58.6631 37.1765 35.4764 6.8621 25 4 15 11 4 4 4 2 50.3950 25.8443 38.7263 8.2386 26 4 15 11 4 4 4 2 50.4913 26.0377 38.4848 8.1662 27 4 15 11 4 4 4 2 49.8944 25.6161 38.4636 8.2558 28 4 15 11 4 4 4 2 49.9589 25.8282 40.6749 8.2204 29 4 15 11 4 4 3 3 42.8728 19.8634 42.6326 9.3639 30 4 15 11 4 4 3 3 42.9509 19.9899 41.9979 9.2952 31 4 15 11 4 4 3 3 42.8689 19.8818 44.0238 9.3688 32 4 15 11 4 4 3 3 42.9003 19.8999 39.9528 9.3391 33 4 15 11 4 4 3 3 42.3781 19.6818 40.2553 9.4189 34 4 15 11 4 4 3 3 42.3781 19.6818 40.2553 9.4189 35 4 15 11 4 4 2 4 35.7721 15.9694 38.3257 10.5037 36 4 15 11 4 4 2 4 35.2475 15.7557 32.9515 10.6266 37 4 15 11 4 3 6 1 58.3854 37.6065 35.2719 6.3625 38 4 15 11 4 3 5 2 50.1941 26.0771 38.8564 7.6667 39 4 15 11 4 3 5 2 50.3003 26.3572 39.6490 7.5946 40 4 15 11 4 3 4 3 42.7191 20.0233 42.4784 8.7513 41 4 15 11 4 3 4 3 41.8388 19.6300 39.5149 8.9524 42 4 15 10 4 4 5 0 67.3981 55.8865 32.2544 4.5598 43 4 15 10 4 4 4 1 59.4783 36.8516 35.8247 6.5188 44 4 15 10 4 4 4 1 59.6770 37.6084 36.9900 6.4103 45 4 15 10 4 4 4 1 58.9123 36.8071 37.4816 6.5001 46 4 15 10 4 4 3 2 50.4684 25.3213 40.2389 7.7876 47 4 15 10 4 4 3 2 50.5893 25.5822 41.2328 7.7064 48 4 15 10 4 4 3 2 50.4923 25.3971 40.5459 7.7718 49 4 15 10 4 4 3 2 50.5658 25.5076 40.6089 7.7216 50 4 15 10 4 4 3 2 49.8630 25.0593 40.0080 7.8162 51 4 15 10 4 4 3 2 49.9328 25.2760 43.1709 7.7821 52 4 15 10 4 4 3 2 49.9328 25.2760 43.1709 7.7821 53 4 15 10 4 4 2 3 41.6591 18.9505 43.1354 8.9726 54 4 15 10 4 4 2 3 41.6726 18.9568 40.5083 8.9612 55 4 15 10 4 4 2 3 41.7062 19.0053 41.2135 8.9348 56 4 15 10 4 4 2 3 41.0240 18.6790 36.6762 9.0670 57 4 15 10 4 4 1 4 34.0113 15.0300 34.8528 10.1605 58 4 15 10 4 3 6 0 66.9179 55.6314 32.7538 4.2104 59 4 15 10 4 3 5 1 59.2810 37.7848 36.8891 5.9473 60 4 15 10 4 3 5 1 59.4099 38.3025 37.2252 5.8751 61 4 15 10 4 3 4 2 50.2800 25.6576 40.8497 7.1845 62 4 15 10 4 3 4 2 50.4031 25.9815 42.5062 7.1090 63 4 15 10 4 3 4 2 49.1277 24.9044 38.4241 7.3969 64 4 15 10 4 3 3 3 41.5124 19.0926 43.6810 8.4118 65 4 15 10 3 3 3 3 42.0916 19.3591 47.6945 8.2686 66 4 15 10 4 3 3 3 41.5124 19.0926 43.6810 8.4118 67 4 15 10 4 2 5 2 49.9762 25.7095 40.0600 6.7255 68 4 15 9 4 4 4 0 69.6361 59.4071 33.3400 4.1582 69 4 15 9 4 4 4 0 68.7040 57.6362 34.2467 4.2234 70 4 15 9 4 4 3 1 60.5644 36.8893 36.5217 6.1190 71 4 15 9 4 4 3 1 60.7837 37.7152 38.0389 6.0127 72 4 15 9 4 4 3 1 60.6809 37.3307 37.5582 6.0615 73 4 15 9 4 4 3 1 60.8734 38.0442 39.3566 5.9719 74 4 15 9 4 4 3 1 59.8472 36.7374 42.3724 6.1129 75 4 15 9 4 4 2 2 49.7761 24.3924 43.1608 7.3961 76 4 15 9 4 4 2 2 49.8057 24.4287 42.7866 7.3746 77 4 15 9 4 4 2 2 49.7849 24.3692 40.1995 7.38639 78 4 15 9 4 4 2 2 49.8617 24.5365 41.1503 7.34584 79 4 15 9 4 4 2 2 48.9396 23.9105 38.8802 7.48424 80 4 15 9 4 4 2 2 49.0154 24.1279 41.4981 7.45035 81 4 15 9 4 4 1 3 40.0706 17.8478 38.5169 8.61841 82 4 15 9 4 4 1 3 40.0495 17.8261 39.5381 8.63375 83 4 15 9 4 4 0 4 31.8766 13.9827 35.1084 9.85185 84 4 15 9 4 3 5 0 69.0737 59.0569 33.8037 3.80533 85 4 15 9 4 3 4 1 60.3445 37.9669 38.1095 5.53809 86 4 15 9 4 3 4 1 60.4846 38.5238 38.3234 5.46896 87 4 15 9 4 3 4 1 58.9462 36.8101 36.2572 5.68235 88 4 15 9 4 3 3 2 49.5704 24.6589 44.2508 6.85244 89 4 15 9 4 3 3 2 49.6602 24.8215 44.0887 6.81302 90 4 15 9 3 3 3 2 50.3537 25.1700 49.0112 6.70571 91 4 15 9 4 3 3 2 49.5704 24.6589 44.2508 6.85244 92 4 15 9 4 3 3 2 49.5704 24.6589 44.2508 6.85244 93 4 15 9 3 3 2 3 40.0353 18.0309 42.9934 8.05558 94 4 15 9 4 3 2 3 39.5574 17.8481 39.3282 8.16482 95 4 15 9 4 3 2 3 39.5574 17.8481 39.3282 8.16482 96 4 15 9 4 3 2 3 39.2184 17.7424 39.2256 8.24620 97 4 15 9 4 2 5 1 60.0438 38.6947 37.3716 5.04995 98 4 15 9 4 2 4 2 49.2528 24.7698 44.6530 6.38843 99 4 15 9 4 2 4 2 48.2020 24.0760 37.6829 6.54996 100 4 15 8 4 4 3 0 72.4736 64.3964 33.8849 3.76045 101 4 15 8 4 4 3 0 72.4736 64.3964 37.5689 3.76045 102 4 15 8 4 4 3 0 71.2874 61.8043 38.2153 3.83594 103 4 15 8 4 4 2 1 61.0013 36.6429 48.1869 5.72690 104 4 15 8 4 4 2 1 61.1012 36.9875 49.1774 5.68623 105 4 15 8 4 4 2 1 61.1891 37.2857 46.3904 5.65180 106 4 15 8 4 4 2 1 59.9510 35.9446 46.0816 5.78063 107 4 15 8 4 4 1 2 48.7434 23.1948 39.9230 7.02935 108 4 15 8 4 4 1 2 48.6789 23.0737 39.1466 7.05872 109 4 15 8 4 4 1 2 48.6648 23.0788 40.7121 7.06988 110 4 15 8 4 4 0 3 37.9938 16.5407 37.8824 8.32790 111 4 15 8 4 3 4 0 71.8044 63.9017 34.3105 3.40451 112 4 15 8 4 3 4 0 69.8663 59.8920 33.2085 3.55286 113 4 15 8 4 3 3 1 60.6842 37.3315 49.2016 5.22051 114 4 15 8 4 3 3 1 60.8487 37.8588 49.5419 5.17255 115 4 15 8 3 3 3 1 61.8076 38.7735 63.3964 5.06705 116 4 15 8 4 3 3 1 60.6842 37.3315 49.2016 5.22051 117 4 15 8 4 3 3 1 60.8487 37.8588 49.5419 5.17255 118 4 15 8 3 3 2 2 48.6554 23.4916 43.7394 6.49696 119 4 15 8 3 3 2 2 48.6538 23.4568 43.5856 6.50322 120 4 15 8 4 3 2 2 47.9921 23.1432 45.0133 6.60831 121 4 15 8 4 3 2 2 47.9809 23.0808 39.4081 6.61789 122 4 15 8 4 3 2 2 48.0631 23.2426 39.7075 6.58010 123 4 15 8 4 3 2 2 47.9809 23.0808 39.4081 6.61789 124 4 15 8 4 3 2 2 48.0631 23.2426 39.7075 6.58010 125 4 15 8 4 3 2 2 47.5045 22.8716 41.7437 6.70336 126 4 15 8 4 3 2 2 47.5676 22.9819 37.9302 6.67289 127 4 15 8 3 3 1 3 37.5819 16.6057 38.2692 7.84138 128 4 15 8 4 3 1 3 37.1969 16.4893 40.0389 7.92233 129 4 15 8 4 2 5 0 71.1385 63.4242 34.7263 3.07011 130 4 15 8 4 2 4 1 60.3101 38.0028 48.2722 4.75262 131 4 15 8 4 2 4 1 60.3766 38.1898 48.4236 4.74230 132 4 15 8 4 2 4 1 58.9845 36.7971 34.7076 4.87231 133 4 15 8 4 2 4 1 58.9845 36.7971 34.7076 4.87231 134 4 15 8 3 2 3 2 48.3347 23.6136 51.4895 6.06921 135 4 15 8 4 2 3 2 48.1204 23.4576 42.0686 6.10555 136 4 15 8 4 2 3 2 47.1717 22.9700 40.1390 6.21290 137 4 15 8 4 2 3 2 47.6462 23.2523 48.4170 6.14443 138 4 15 8 3 2 3 2 48.3347 23.6136 51.4895 6.06921 139 4 15 7 4 4 2 0 73.0587 63.8596 41.5209 3.55413 140 4 15 7 4 4 1 1 61.1967 35.6793 45.6975 5.40018 141 4 15 7 4 4 1 1 61.2867 35.9571 45.3930 5.36985 142 4 15 7 4 4 0 2 47.0953 21.4559 36.7431 6.76853 143 4 15 7 4 3 3 0 74.0639 67.9405 43.5449 3.10446 144 4 15 7 3 3 3 0 75.4110 71.3468 56.7035 3.00703 145 4 15 7 4 3 3 0 74.0639 67.9405 43.5449 3.10446 146 4 15 7 3 3 2 1 61.1402 36.7837 66.0163 4.86641 147 4 15 7 3 3 2 1 61.1835 36.8754 55.6099 4.86517 148 4 15 7 4 3 2 1 60.1749 35.7435 56.7622 4.98584 149 4 15 7 4 3 2 1 60.2852 36.0908 51.9192 4.94905 150 4 15 7 4 3 2 1 60.3330 36.2003 47.6850 4.94518 151 4 15 7 4 3 2 1 60.1749 35.7435 56.7622 4.98584 152 4 15 7 4 3 2 1 60.3330 36.2003 47.6850 4.94518 153 4 15 7 4 3 2 1 59.5635 35.3125 44.2622 5.04932 154 4 15 7 4 3 2 1 59.6684 35.6427 41.1123 5.01205 155 4 15 7 3 3 1 2 46.5247 21.6381 45.0605 6.28649 156 4 15 7 3 3 1 2 46.5173 21.5941 38.2828 6.29435 157 4 15 7 4 3 1 2 45.9554 21.3503 39.8214 6.37985 158 4 15 7 4 3 1 2 46.0278 21.4720 38.6117 6.34901 159 4 15 7 3 3 0 3 34.6253 15.0730 39.2710 7.62618 160 4 15 7 4 2 4 0 73.2505 67.2174 43.9301 2.77562 161 4 15 7 4 2 4 0 71.3894 63.0621 31.9708 2.88226 162 4 15 7 3 2 3 1 60.7018 37.2400 66.0964 4.45631 163 4 15 7 4 2 3 1 60.4812 37.0796 59.2361 4.47785 164 4 15 7 4 2 3 1 60.3532 36.7556 61.3617 4.49391 165 4 15 7 4 2 3 1 59.1582 36.0013 46.6391 4.56481 166 4 15 7 4 2 3 1 59.0900 35.8255 44.0382 4.57544 167 4 15 7 4 2 3 1 59.7508 36.4354 54.9713 4.51914 168 4 15 7 4 2 3 1 59.7508 36.4354 54.9713 4.51914 169 4 15 7 3 2 3 1 60.7018 37.2400 66.0964 4.45631 170 4 15 7 3 2 2 2 46.1770 21.7552 45.4776 5.86181 171 4 15 7 3 2 2 2 46.1770 21.7552 45.4776 5.86181 172 4 15 7 4 2 2 2 45.0669 21.2533 42.5605 5.97196 173 4 15 7 3 2 2 2 45.8431 21.6108 45.3241 5.89531 174 4 15 6 4 4 1 0 77.3400 72.0743 53.3827 3.17379 175 4 15 6 4 4 0 1 61.1615 34.0806 41.3115 5.11050 176 4 15 6 3 3 2 0 76.9700 73.1188 57.5932 2.80405 177 4 15 6 4 3 2 0 75.6998 70.0475 48.8837 2.87799 178 4 15 6 4 3 2 0 75.6998 70.0475 48.8837 2.87799 179 4 15 6 4 3 2 0 74.7681 68.0404 37.9698 2.93383 180 4 15 6 3 3 1 1 60.2595 34.5021 57.4827 4.66411 181 4 15 6 3 3 1 1 60.3034 34.5808 47.7678 4.66374 182 4 15 6 4 3 1 1 59.5047 34.0164 45.5181 4.72535 183 4 15 6 4 3 1 1 59.3959 33.7109 53.1528 4.75791 184 4 15 6 3 3 0 2 43.7846 19.5289 38.7112 6.08390 185 4 15 6 3 2 3 0 76.1236 72.5810 57.9078 2.49107 186 4 15 6 4 2 3 0 75.7242 71.3162 54.3084 2.51885 187 4 15 6 4 2 3 0 73.8476 67.3436 40.4541 2.58883 188 4 15 6 4 2 3 0 74.7299 69.1649 49.6385 2.54914 189 4 15 6 3 2 3 0 76.1236 72.5810 57.9078 2.49107 190 4 15 6 3 2 2 1 59.7077 34.8751 67.3684 4.26011 191 4 15 6 3 2 2 1 59.7674 35.0054 65.4663 4.25416 192 4 15 6 3 2 2 1 59.7077 34.8751 67.3684 4.26011 193 4 15 6 3 2 2 1 59.7674 35.0054 65.4663 4.25416 194 4 15 6 4 2 2 1 58.1433 33.8223 51.4564 4.34492 195 4 15 6 4 2 2 1 58.1433 33.8223 51.4564 4.34492 196 4 15 6 3 2 2 1 59.2710 34.6692 65.3007 4.28055 197 4 15 6 3 2 1 2 43.0218 19.5369 39.2778 5.68919 198 4 15 6 2 2 1 2 43.4192 19.6904 46.2882 5.65262 199 4 15 6 4 1 3 1 59.5512 35.3684 56.0000 3.85714 200 4 15 5 4 4 0 0 80.7949 77.0802 46.6667 2.91855 201 4 15 5 3 3 1 0 79.1269 75.6304 57.1667 2.60163 202 4 15 5 4 3 1 0 77.9092 72.8325 45.8980 2.65634 203 4 15 5 3 3 0 1 58.9884 31.7147 48.2201 4.46228 204 4 15 5 3 2 2 0 78.0798 74.9337 57.9928 2.29201 205 4 15 5 3 2 2 0 78.0798 74.9337 57.9928 2.29201 206 4 15 5 4 2 2 0 75.6071 69.4164 45.6967 2.36664 207 4 15 5 3 2 2 0 77.3720 73.7720 58.0247 2.30652 208 4 15 5 3 2 1 1 57.8008 31.8983 55.0225 4.07974 209 4 15 5 3 2 1 1 57.7365 31.7758 66.8203 4.08610 210 4 15 5 2 2 1 1 58.3599 32.1404 68.0000 4.05732 211 4 15 5 2 2 1 1 58.3599 32.1404 68.0000 4.05732 212 4 15 5 2 2 0 2 39.3364 17.2254 38.7013 5.48136 213 4 15 5 4 1 3 0 77.6742 75.1323 50.0504 1.97351 214 4 15 5 3 1 2 1 57.6566 32.3699 66.6667 3.68155 215 4 15 4 3 3 0 0 82.3854 79.6007 54.9254 2.39967 216 4 15 4 3 2 1 0 80.0289 76.8471 61.2160 2.11002 217 4 15 4 2 2 1 0 81.0201 78.6303 56.3560 2.09300 218 4 15 4 2 2 0 1 55.5367 28.3503 54.6032 3.88455 219 4 15 4 3 1 2 0 79.6505 77.6007 57.6081 1.78985 220 4 15 4 2 1 1 1 54.7113 28.5957 80.0000 3.51411 221 4 15 3 2 2 0 0 84.5648 82.4646 64.0816 1.91328 222 4 15 3 2 1 1 0 82.6432 80.8917 65.8031 1.61592 223 4 15 3 1 1 0 1 49.9258 23.8636 60.0000 3.35238 224 4 15 2 1 1 0 0 88.4433 86.9136 75.6989 1.44886