================================================================= TABLE OF EFFICIENCY MEASURES FOR k=4 FACTOR CCD (4 center points) ================================================================= 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 28 15 4 4 6 4 40.9479 23.6256 69.8263 8.64461 2 4 28 14 4 4 6 3 45.5520 28.0983 69.1252 7.41893 3 4 28 14 4 4 5 4 39.9847 22.6756 65.1712 8.45016 4 4 28 13 4 4 6 2 51.1651 35.6822 70.7286 6.20858 5 4 28 13 4 4 5 3 44.7645 27.0411 64.1877 7.22449 6 4 28 13 4 4 5 3 44.7645 27.0411 64.1877 7.22449 7 4 28 13 4 4 4 4 38.9014 21.6702 60.5161 8.25572 8 4 28 13 4 4 4 4 38.9014 21.6702 65.0747 8.25572 9 4 28 13 4 3 6 3 44.3608 26.9321 69.5278 6.90042 10 4 28 12 4 4 6 1 57.7119 50.2559 65.6535 5.04519 11 4 28 12 4 4 5 2 50.6961 34.5993 72.1582 6.01413 12 4 28 12 4 4 5 2 50.6961 34.5993 66.5855 6.01413 13 4 28 12 4 4 5 2 50.6961 34.5993 66.5855 6.01413 14 4 28 12 4 4 4 3 43.8630 25.9039 64.8539 7.03004 15 4 28 12 4 4 4 3 43.8630 25.9039 59.2501 7.03004 16 4 28 12 4 4 4 3 43.8630 25.9039 64.8539 7.03004 17 4 28 12 4 4 3 4 37.6746 20.6043 60.0689 8.06127 18 4 28 12 4 4 3 4 37.6746 20.6043 55.8610 8.06127 19 4 28 12 4 4 3 4 37.6746 20.6043 60.0689 8.06127 20 4 28 12 4 3 6 2 50.2010 34.4064 71.3243 5.69006 21 4 28 12 4 3 5 3 43.4346 25.7957 64.1795 6.70597 22 4 28 11 4 4 6 0 62.7563 62.0690 62.0690 4.24074 23 4 28 11 4 4 5 1 57.7639 49.7113 66.5546 4.85074 24 4 28 11 4 4 5 1 57.7639 49.7113 66.5546 4.85074 25 4 28 11 4 4 4 2 50.1474 33.4014 67.6011 5.81969 26 4 28 11 4 4 4 2 50.1474 33.4014 61.0367 5.81969 27 4 28 11 4 4 4 2 50.1474 33.4014 67.6011 5.81969 28 4 28 11 4 4 4 2 50.1474 33.4014 67.6011 5.81969 29 4 28 11 4 4 3 3 42.8209 24.6775 59.4494 6.83560 30 4 28 11 4 4 3 3 42.8209 24.6775 59.4494 6.83560 31 4 28 11 4 4 3 3 42.8209 24.6775 65.6594 6.83560 32 4 28 11 4 4 3 3 42.8209 24.6775 54.3126 6.83560 33 4 28 11 4 4 3 3 42.8209 24.6775 59.4494 6.83560 34 4 28 11 4 4 3 3 42.8209 24.6775 59.4494 6.83560 35 4 28 11 4 4 2 4 36.2745 19.4724 55.0632 7.86683 36 4 28 11 4 4 2 4 36.2745 19.4724 55.0632 7.86683 37 4 28 11 4 3 6 1 57.1487 49.2782 65.7807 4.52667 38 4 28 11 4 3 5 2 49.6133 33.2053 72.9706 5.49561 39 4 28 11 4 3 5 2 49.6133 33.2053 66.8028 5.49561 40 4 28 11 4 3 4 3 42.3649 24.5703 64.9061 6.51153 41 4 28 11 4 3 4 3 42.3649 24.5703 64.9061 6.51153 42 4 28 10 4 4 5 0 63.3471 62.6087 62.6087 4.04630 43 4 28 10 4 4 4 1 57.8264 49.0731 67.6692 4.65630 44 4 28 10 4 4 4 1 57.8264 49.0731 67.6692 4.65630 45 4 28 10 4 4 4 1 57.8264 49.0731 67.6692 4.65630 46 4 28 10 4 4 3 2 49.4968 32.0690 61.4555 5.62524 47 4 28 10 4 4 3 2 49.4968 32.0690 61.4555 5.62524 48 4 28 10 4 4 3 2 49.4968 32.0690 68.8614 5.62524 49 4 28 10 4 4 3 2 49.4968 32.0690 55.4880 5.62524 50 4 28 10 4 4 3 2 49.4968 32.0690 61.4555 5.62524 51 4 28 10 4 4 3 2 49.4968 32.0690 61.4555 5.62524 52 4 28 10 4 4 3 2 49.4968 32.0690 61.4555 5.62524 53 4 28 10 4 4 2 3 41.6031 23.3508 59.6904 6.64116 54 4 28 10 4 4 2 3 41.6031 23.3508 54.0450 6.64116 55 4 28 10 4 4 2 3 41.6031 23.3508 54.0450 6.64116 56 4 28 10 4 4 2 3 41.6031 23.3508 59.6904 6.64116 57 4 28 10 4 4 1 4 34.6630 18.2681 50.0574 7.67238 58 4 28 10 4 3 6 0 62.6054 61.8557 61.8557 3.72222 59 4 28 10 4 3 5 1 57.1493 48.6092 66.7904 4.33222 60 4 28 10 4 3 5 1 57.1493 48.6092 66.7904 4.33222 61 4 28 10 4 3 4 2 48.9173 31.8703 67.9515 5.30117 62 4 28 10 4 3 4 2 48.9173 31.8703 67.9515 5.30117 63 4 28 10 4 3 4 2 48.9173 31.8703 67.9515 5.30117 64 4 28 10 4 3 3 3 41.1159 23.2453 59.0055 6.31708 65 4 28 10 3 3 3 3 41.1159 23.2453 65.8000 6.31708 66 4 28 10 4 3 3 3 41.1159 23.2453 59.0055 6.31708 67 4 28 10 4 2 5 2 48.3445 31.6740 73.9699 4.97710 68 4 28 9 4 4 4 0 64.0768 63.2813 63.2813 3.85185 69 4 28 9 4 4 4 0 64.0768 63.2813 63.2813 3.85185 70 4 28 9 4 4 3 1 57.9029 48.3149 69.0832 4.46185 71 4 28 9 4 4 3 1 57.9029 48.3149 69.0832 4.46185 72 4 28 9 4 4 3 1 57.9029 48.3149 69.0832 4.46185 73 4 28 9 4 4 3 1 57.9029 48.3149 69.0832 4.46185 74 4 28 9 4 4 3 1 57.9029 48.3149 69.0832 4.46185 75 4 28 9 4 4 2 2 48.7131 30.5782 61.9752 5.43080 76 4 28 9 4 4 2 2 48.7131 30.5782 61.9752 5.43080 77 4 28 9 4 4 2 2 48.7131 30.5782 55.3100 5.43080 78 4 28 9 4 4 2 2 48.7131 30.5782 55.3100 5.43080 79 4 28 9 4 4 2 2 48.7131 30.5782 61.9752 5.43080 80 4 28 9 4 4 2 2 48.7131 30.5782 61.9752 5.43080 81 4 28 9 4 4 1 3 40.1615 21.9111 53.7214 6.44671 82 4 28 9 4 4 1 3 40.1615 21.9111 53.7214 6.44671 83 4 28 9 4 4 0 4 32.7902 16.9842 49.3772 7.47794 84 4 28 9 4 3 5 0 63.2437 62.4277 62.4277 3.52778 85 4 28 9 4 3 4 1 57.1500 47.8158 68.0672 4.13778 86 4 28 9 4 3 4 1 57.1500 47.8158 68.0672 4.13778 87 4 28 9 4 3 4 1 57.1500 47.8158 68.0672 4.13778 88 4 28 9 4 3 3 2 48.0797 30.3775 61.1564 5.10673 89 4 28 9 4 3 3 2 48.0797 30.3775 61.1564 5.10673 90 4 28 9 3 3 3 2 48.0797 30.3775 69.4103 5.10673 91 4 28 9 4 3 3 2 48.0797 30.3775 61.1564 5.10673 92 4 28 9 4 3 3 2 48.0797 30.3775 61.1564 5.10673 93 4 28 9 3 3 2 3 39.6394 21.8079 59.2200 6.12264 94 4 28 9 4 3 2 3 39.6394 21.8079 53.1050 6.12264 95 4 28 9 4 3 2 3 39.6394 21.8079 53.1050 6.12264 96 4 28 9 4 3 2 3 39.6394 21.8079 53.1050 6.12264 97 4 28 9 4 2 5 1 56.4070 47.3269 67.0807 3.81370 98 4 28 9 4 2 4 2 47.4546 30.1794 68.3848 4.78265 99 4 28 9 4 2 4 2 47.4546 30.1794 68.3848 4.78265 100 4 28 8 4 4 3 0 65.0007 64.1425 64.1425 3.65741 101 4 28 8 4 4 3 0 65.0007 64.1425 64.1425 3.65741 102 4 28 8 4 4 3 0 65.0007 64.1425 64.1425 3.65741 103 4 28 8 4 4 2 1 57.9986 47.3996 70.9360 4.26741 104 4 28 8 4 4 2 1 57.9986 47.3996 70.9360 4.26741 105 4 28 8 4 4 2 1 57.9986 47.3996 70.9360 4.26741 106 4 28 8 4 4 2 1 57.9986 47.3996 70.9360 4.26741 107 4 28 8 4 4 1 2 47.7509 28.8989 55.0891 5.23635 108 4 28 8 4 4 1 2 47.7509 28.8989 55.0891 5.23635 109 4 28 8 4 4 1 2 47.7509 28.8989 62.6374 5.23635 110 4 28 8 4 4 0 3 38.4296 20.3433 53.3223 6.25227 111 4 28 8 4 3 4 0 64.0507 63.1579 63.1579 3.33333 112 4 28 8 4 3 4 0 64.0507 63.1579 63.1579 3.33333 113 4 28 8 4 3 3 1 57.1509 46.8597 69.7337 3.94333 114 4 28 8 4 3 3 1 57.1509 46.8597 69.7337 3.94333 115 4 28 8 3 3 3 1 57.1509 46.8597 69.7337 3.94333 116 4 28 8 4 3 3 1 57.1509 46.8597 69.7337 3.94333 117 4 28 8 4 3 3 1 57.1509 46.8597 69.7337 3.94333 118 4 28 8 3 3 2 2 47.0530 28.6973 61.6980 4.91228 119 4 28 8 3 3 2 2 47.0530 28.6973 61.6980 4.91228 120 4 28 8 4 3 2 2 47.0530 28.6973 61.6980 4.91228 121 4 28 8 4 3 2 2 47.0530 28.6973 54.3612 4.91228 122 4 28 8 4 3 2 2 47.0530 28.6973 54.3612 4.91228 123 4 28 8 4 3 2 2 47.0530 28.6973 54.3612 4.91228 124 4 28 8 4 3 2 2 47.0530 28.6973 54.3612 4.91228 125 4 28 8 4 3 2 2 47.0530 28.6973 61.6980 4.91228 126 4 28 8 4 3 2 2 47.0530 28.6973 54.3612 4.91228 127 4 28 8 3 3 1 3 37.8680 20.2432 52.6400 5.92819 128 4 28 8 4 3 1 3 37.8680 20.2432 52.6400 5.92819 129 4 28 8 4 2 5 0 63.1146 62.2030 62.2030 3.00926 130 4 28 8 4 2 4 1 56.3157 46.3320 68.5714 3.61926 131 4 28 8 4 2 4 1 56.3157 46.3320 68.5714 3.61926 132 4 28 8 4 2 4 1 56.3157 46.3320 68.5714 3.61926 133 4 28 8 4 2 4 1 56.3157 46.3320 68.5714 3.61926 134 4 28 8 3 2 3 2 46.3653 28.4985 70.1089 4.58821 135 4 28 8 4 2 3 2 46.3653 28.4985 60.7865 4.58821 136 4 28 8 4 2 3 2 46.3653 28.4985 60.7865 4.58821 137 4 28 8 4 2 3 2 46.3653 28.4985 70.1089 4.58821 138 4 28 8 3 2 3 2 46.3653 28.4985 70.1089 4.58821 139 4 28 7 4 4 2 0 66.2082 65.2850 65.2850 3.46296 140 4 28 7 4 4 1 1 58.1219 46.2725 73.4694 4.07296 141 4 28 7 4 4 1 1 58.1219 46.2725 73.4694 4.07296 142 4 28 7 4 4 0 2 46.5416 26.9929 54.8077 5.04191 143 4 28 7 4 3 3 0 65.1035 64.1221 64.1221 3.13889 144 4 28 7 3 3 3 0 65.1035 64.1221 64.1221 3.13889 145 4 28 7 4 3 3 0 65.1035 64.1221 64.1221 3.13889 146 4 28 7 3 3 2 1 57.1521 45.6853 72.0000 3.74889 147 4 28 7 3 3 2 1 57.1521 45.6853 72.0000 3.74889 148 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 149 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 150 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 151 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 152 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 153 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 154 4 28 7 4 3 2 1 57.1521 45.6853 72.0000 3.74889 155 4 28 7 3 3 1 2 45.7650 26.7920 62.4088 4.71784 156 4 28 7 3 3 1 2 45.7650 26.7920 53.9858 4.71784 157 4 28 7 4 3 1 2 45.7650 26.7920 53.9858 4.71784 158 4 28 7 4 3 1 2 45.7650 26.7920 53.9858 4.71784 159 4 28 7 3 3 0 3 35.7063 18.5335 52.0541 5.73375 160 4 28 7 4 2 4 0 64.0172 63.0000 63.0000 2.81481 161 4 28 7 4 2 4 0 64.0172 63.0000 63.0000 2.81481 162 4 28 7 3 2 3 1 56.1985 45.1128 70.5882 3.42481 163 4 28 7 4 2 3 1 56.1985 45.1128 70.5882 3.42481 164 4 28 7 4 2 3 1 56.1985 45.1128 70.5882 3.42481 165 4 28 7 4 2 3 1 56.1985 45.1128 70.5882 3.42481 166 4 28 7 4 2 3 1 56.1985 45.1128 70.5882 3.42481 167 4 28 7 4 2 3 1 56.1985 45.1128 70.5882 3.42481 168 4 28 7 4 2 3 1 56.1985 45.1128 70.5882 3.42481 169 4 28 7 3 2 3 1 56.1985 45.1128 70.5882 3.42481 170 4 28 7 3 2 2 2 45.0014 26.5941 61.3453 4.39376 171 4 28 7 3 2 2 2 45.0014 26.5941 61.3453 4.39376 172 4 28 7 4 2 2 2 45.0014 26.5941 61.3453 4.39376 173 4 28 7 3 2 2 2 45.0014 26.5941 61.3453 4.39376 174 4 28 6 4 4 1 0 67.8531 66.8731 66.8731 3.26852 175 4 28 6 4 4 0 1 58.2866 44.8505 77.1429 3.87852 176 4 28 6 3 3 2 0 66.5341 65.4545 65.4545 2.94444 177 4 28 6 4 3 2 0 66.5341 65.4545 65.4545 2.94444 178 4 28 6 4 3 2 0 66.5341 65.4545 65.4545 2.94444 179 4 28 6 4 3 2 0 66.5341 65.4545 65.4545 2.94444 180 4 28 6 3 3 1 1 57.1536 44.2079 75.2613 3.55444 181 4 28 6 3 3 1 1 57.1536 44.2079 75.2613 3.55444 182 4 28 6 4 3 1 1 57.1536 44.2079 75.2613 3.55444 183 4 28 6 4 3 1 1 57.1536 44.2079 75.2613 3.55444 184 4 28 6 3 3 0 2 44.1024 24.6132 53.4932 4.52339 185 4 28 6 3 2 3 0 65.2408 64.0950 64.0950 2.62037 186 4 28 6 4 2 3 0 65.2408 64.0950 64.0950 2.62037 187 4 28 6 4 2 3 0 65.2408 64.0950 64.0950 2.62037 188 4 28 6 4 2 3 0 65.2408 64.0950 64.0950 2.62037 189 4 28 6 3 2 3 0 65.2408 64.0950 64.0950 2.62037 190 4 28 6 3 2 2 1 56.0426 43.5835 73.4694 3.23037 191 4 28 6 3 2 2 1 56.0426 43.5835 73.4694 3.23037 192 4 28 6 3 2 2 1 56.0426 43.5835 73.4694 3.23037 193 4 28 6 3 2 2 1 56.0426 43.5835 73.4694 3.23037 194 4 28 6 4 2 2 1 56.0426 43.5835 73.4694 3.23037 195 4 28 6 4 2 2 1 56.0426 43.5835 73.4694 3.23037 196 4 28 6 3 2 2 1 56.0426 43.5835 73.4694 3.23037 197 4 28 6 3 2 1 2 43.2451 24.4184 52.5817 4.19932 198 4 28 6 2 2 1 2 43.2451 24.4184 62.1065 4.19932 199 4 28 6 4 1 3 1 54.9532 42.9765 71.7608 2.90630 200 4 28 5 4 4 0 0 70.2250 69.2308 69.2308 3.07407 201 4 28 5 3 3 1 0 68.5900 67.4157 67.4157 2.75000 202 4 28 5 4 3 1 0 68.5900 67.4157 67.4157 2.75000 203 4 28 5 3 3 0 1 57.1558 42.2932 80.3571 3.36000 204 4 28 5 3 2 2 0 66.9932 65.6934 65.6934 2.42593 205 4 28 5 3 2 2 0 66.9932 65.6934 65.6934 2.42593 206 4 28 5 4 2 2 0 66.9932 65.6934 65.6934 2.42593 207 4 28 5 3 2 2 0 66.9932 65.6934 65.6934 2.42593 208 4 28 5 3 2 1 1 55.8251 41.6089 77.9221 3.03593 209 4 28 5 3 2 1 1 55.8251 41.6089 77.9221 3.03593 210 4 28 5 2 2 1 1 55.8251 41.6089 77.9221 3.03593 211 4 28 5 2 2 1 1 55.8251 41.6089 77.9221 3.03593 212 4 28 5 2 2 0 2 40.9008 21.9090 51.7554 4.00487 213 4 28 5 4 1 3 0 65.4335 64.0569 64.0569 2.10185 214 4 28 5 3 1 2 1 54.5254 40.9463 75.6303 2.71185 215 4 28 4 3 3 0 0 71.7936 70.5882 70.5882 2.55556 216 4 28 4 3 2 1 0 69.7104 68.2464 68.2464 2.23148 217 4 28 4 2 2 1 0 69.7104 68.2464 68.2464 2.23148 218 4 28 4 2 2 0 1 55.5004 38.9610 85.7143 2.84148 219 4 28 4 3 1 2 0 67.6877 66.0550 66.0550 1.90741 220 4 28 4 2 1 1 1 53.8900 38.2369 82.2857 2.51741 221 4 28 3 2 2 0 0 74.4863 72.9730 72.9730 2.03704 222 4 28 3 2 1 1 0 71.6185 69.6774 69.6774 1.71296 223 4 28 3 1 1 0 1 52.8474 34.4388 96.4286 2.32296 224 4 28 2 1 1 0 0 80.1784 78.2609 78.2609 1.51852