============================================================= TABLE OF EFFICIENCY MEASURES FOR k=4 FACTOR PBCD (Draper/Lin) ============================================================= 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 21 15 4 4 6 4 38.1323 24.2025 33.1039 9.43109 2 4 21 14 4 4 6 3 41.3995 27.0417 30.9221 8.50021 3 4 21 14 4 4 5 4 38.1688 24.0085 35.8211 8.89573 4 4 21 13 4 4 6 2 45.2610 31.1146 28.7538 7.57112 5 4 21 13 4 4 5 3 41.7051 27.0229 33.2938 7.96486 6 4 21 13 4 4 5 3 41.7051 27.0229 33.2938 7.96486 7 4 21 13 4 4 4 4 38.1998 23.7800 38.7150 8.36605 8 4 21 13 4 4 4 4 37.7483 23.4635 39.8323 8.45088 9 4 21 13 4 3 6 3 41.1476 26.8114 32.4547 7.63422 10 4 21 12 4 4 6 1 49.6336 37.0692 26.6223 6.64688 11 4 21 12 4 4 5 2 45.9634 31.4824 30.7829 7.03577 12 4 21 12 4 4 5 2 45.9634 31.4824 30.7829 7.03577 13 4 21 12 4 4 5 2 45.9634 31.4824 30.7829 7.03577 14 4 21 12 4 4 4 3 42.0510 26.9890 35.7762 7.43517 15 4 21 12 4 4 4 3 42.0510 26.9890 35.7762 7.43517 16 4 21 12 4 4 4 3 41.5129 26.5487 36.8098 7.52000 17 4 21 12 4 4 3 4 38.2251 23.5112 41.8422 7.84109 18 4 21 12 4 4 3 4 38.2251 23.5112 41.8422 7.84109 19 4 21 12 4 4 3 4 37.7196 23.1561 46.3019 7.93609 20 4 21 12 4 3 6 2 45.2982 31.1722 30.0058 6.70512 21 4 21 12 4 3 5 3 41.4330 26.7432 34.6023 7.10375 22 4 21 11 4 4 6 0 53.3952 42.5172 24.6775 5.74688 23 4 21 11 4 4 5 1 50.8994 38.3176 28.3167 6.11152 24 4 21 11 4 4 5 1 50.8994 38.3176 28.3167 6.11152 25 4 21 11 4 4 4 2 46.7912 31.9102 32.8572 6.50608 26 4 21 11 4 4 4 2 46.7912 31.9102 32.8572 6.50608 27 4 21 11 4 4 4 2 46.1384 31.2419 33.8083 6.59091 28 4 21 11 4 4 4 2 46.1384 31.2419 33.8083 6.59091 29 4 21 11 4 4 3 3 42.4505 26.9382 38.4047 6.91022 30 4 21 11 4 4 3 3 42.4505 26.9382 38.4047 6.91022 31 4 21 11 4 4 3 3 42.4505 26.9382 38.4047 6.91022 32 4 21 11 4 4 3 3 42.4505 26.9382 38.4047 6.91022 33 4 21 11 4 4 3 3 41.8384 26.4316 42.5039 7.00521 34 4 21 11 4 4 3 3 41.8384 26.4316 42.5039 7.00521 35 4 21 11 4 4 2 4 37.6770 22.7992 51.1127 7.42398 36 4 21 11 4 4 2 4 37.0930 22.3752 54.5928 7.54602 37 4 21 11 4 3 6 1 50.0963 37.8179 27.5994 5.78088 38 4 21 11 4 3 5 2 46.0415 31.5364 31.7770 6.17466 39 4 21 11 4 3 5 2 46.0415 31.5364 31.7770 6.17466 40 4 21 11 4 3 4 3 41.7611 26.6548 36.8267 6.57789 41 4 21 11 4 3 4 3 40.7229 25.8771 35.5545 6.77994 42 4 21 10 4 4 5 0 55.2975 45.0300 26.0781 5.21152 43 4 21 10 4 4 4 1 52.4409 39.9001 29.9923 5.58184 44 4 21 10 4 4 4 1 52.4409 39.9001 29.9923 5.58184 45 4 21 10 4 4 4 1 51.6367 38.7597 30.8642 5.66667 46 4 21 10 4 4 3 2 47.7882 32.4220 34.9911 5.98113 47 4 21 10 4 4 3 2 47.7882 32.4220 34.9911 5.98113 48 4 21 10 4 4 3 2 47.7882 32.4220 34.9911 5.98113 49 4 21 10 4 4 3 2 47.7882 32.4220 34.9911 5.98113 50 4 21 10 4 4 3 2 47.0307 31.6196 38.7351 6.07612 51 4 21 10 4 4 3 2 47.0307 31.6196 38.7351 6.07612 52 4 21 10 4 4 3 2 47.0307 31.6196 38.7351 6.07612 53 4 21 10 4 4 2 3 42.2218 26.2867 50.5051 6.49310 54 4 21 10 4 4 2 3 42.2218 26.2867 48.5437 6.49310 55 4 21 10 4 4 2 3 42.2218 26.2867 48.5437 6.49310 56 4 21 10 4 4 2 3 41.5024 25.6698 49.7512 6.61514 57 4 21 10 4 4 1 4 36.9633 21.9202 58.8423 7.04205 58 4 21 10 4 3 6 0 54.3385 44.2737 25.4092 4.88088 59 4 21 10 4 3 5 1 51.5174 39.2599 29.0025 5.25041 60 4 21 10 4 3 5 1 51.5174 39.2599 29.0025 5.25041 61 4 21 10 4 3 4 2 46.9351 31.9719 33.5503 5.64880 62 4 21 10 4 3 4 2 46.9351 31.9719 33.5503 5.64880 63 4 21 10 4 3 4 2 45.6533 30.7524 32.3888 5.85084 64 4 21 10 4 3 3 3 41.5759 26.1150 49.7100 6.18754 65 4 21 10 3 3 3 3 42.1465 26.5419 63.3228 6.05596 66 4 21 10 4 3 3 3 41.5759 26.1150 49.7100 6.18754 67 4 21 10 4 2 5 2 46.1226 31.5927 32.5878 5.31799 68 4 21 9 4 4 4 0 57.6902 48.4846 27.4041 4.68184 69 4 21 9 4 4 4 0 56.7079 46.6321 28.2132 4.76667 70 4 21 9 4 4 3 1 54.3681 41.9890 31.6430 5.05688 71 4 21 9 4 4 3 1 54.3681 41.9890 31.6430 5.05688 72 4 21 9 4 4 3 1 54.3681 41.9890 31.6430 5.05688 73 4 21 9 4 4 3 1 54.3681 41.9890 31.6430 5.05688 74 4 21 9 4 4 3 1 53.4115 40.5097 35.0467 5.15188 75 4 21 9 4 4 2 2 48.1314 32.0842 45.6011 5.56401 76 4 21 9 4 4 2 2 48.1314 32.0842 45.6011 5.56401 77 4 21 9 4 4 2 2 48.1314 32.0842 45.6011 5.56401 78 4 21 9 4 4 2 2 48.1314 32.0842 45.6011 5.56401 79 4 21 9 4 4 2 2 47.2211 31.0716 44.9183 5.68605 80 4 21 9 4 4 2 2 47.2211 31.0716 44.9183 5.68605 81 4 21 9 4 4 1 3 41.8604 25.4132 55.9927 6.11118 82 4 21 9 4 4 1 3 41.8604 25.4132 55.9927 6.11118 83 4 21 9 4 4 0 4 36.0533 20.8791 61.2903 6.68421 84 4 21 9 4 3 5 0 56.5624 47.4402 26.4863 4.35041 85 4 21 9 4 3 4 1 53.2908 41.1552 30.3340 4.72456 86 4 21 9 4 3 4 1 53.2908 41.1552 30.3340 4.72456 87 4 21 9 4 3 4 1 51.6762 38.9464 29.2793 4.92660 88 4 21 9 4 3 3 2 47.3141 31.8008 44.8810 5.25845 89 4 21 9 4 3 3 2 47.3141 31.8008 44.8810 5.25845 90 4 21 9 3 3 3 2 48.0361 32.5081 57.2211 5.12687 91 4 21 9 4 3 3 2 47.3141 31.8008 44.8810 5.25845 92 4 21 9 4 3 3 2 47.3141 31.8008 44.8810 5.25845 93 4 21 9 3 3 2 3 41.2005 25.2921 68.7437 5.78842 94 4 21 9 4 3 2 3 40.6381 24.9292 52.4192 5.89910 95 4 21 9 4 3 2 3 40.6381 24.9292 52.4192 5.89910 96 4 21 9 4 3 2 3 40.1324 24.6291 47.1204 5.99310 97 4 21 9 4 2 5 1 52.2668 40.4608 29.4599 4.39375 98 4 21 9 4 2 4 2 46.3946 31.3650 43.0213 4.92638 99 4 21 9 4 2 4 2 45.0376 30.0975 31.1027 5.12355 100 4 21 8 4 4 3 0 60.8015 53.5683 28.6304 4.15688 101 4 21 8 4 4 3 0 60.8015 53.5683 28.6304 4.15688 102 4 21 8 4 4 3 0 59.5992 50.9007 31.7712 4.25188 103 4 21 8 4 4 2 1 55.6986 42.9136 40.8163 4.63977 104 4 21 8 4 4 2 1 55.6986 42.9136 40.8163 4.63977 105 4 21 8 4 4 2 1 55.6986 42.9136 40.8163 4.63977 106 4 21 8 4 4 2 1 54.5149 40.9076 40.2010 4.76181 107 4 21 8 4 4 1 2 48.4551 31.4666 55.2386 5.18209 108 4 21 8 4 4 1 2 48.4551 31.4666 55.2386 5.18209 109 4 21 8 4 4 1 2 48.4551 31.4666 61.6589 5.18209 110 4 21 8 4 4 0 3 41.3409 24.3161 64.0000 5.75333 111 4 21 8 4 3 4 0 59.4478 52.0548 27.4257 3.82456 112 4 21 8 4 3 4 0 57.4253 48.1677 26.4564 4.02660 113 4 21 8 4 3 3 1 54.6356 42.3457 40.1674 4.33421 114 4 21 8 4 3 3 1 54.6356 42.3457 40.1674 4.33421 115 4 21 8 3 3 3 1 55.5745 43.7725 51.3080 4.20263 116 4 21 8 4 3 3 1 54.6356 42.3457 40.1674 4.33421 117 4 21 8 4 3 3 1 54.6356 42.3457 40.1674 4.33421 118 4 21 8 3 3 2 2 47.5967 31.2582 63.8412 4.85933 119 4 21 8 3 3 2 2 47.5967 31.2582 63.8412 4.85933 120 4 21 8 4 3 2 2 46.8664 30.6381 50.9229 4.97001 121 4 21 8 4 3 2 2 46.8664 30.6381 50.9229 4.97001 122 4 21 8 4 3 2 2 46.8664 30.6381 50.9229 4.97001 123 4 21 8 4 3 2 2 46.8664 30.6381 50.9229 4.97001 124 4 21 8 4 3 2 2 46.8664 30.6381 50.9229 4.97001 125 4 21 8 4 3 2 2 46.2108 30.1305 43.8684 5.06401 126 4 21 8 4 3 2 2 46.2108 30.1305 43.8684 5.06401 127 4 21 8 3 3 1 3 40.0477 23.8862 61.8515 5.52088 128 4 21 8 4 3 1 3 39.4948 23.5886 54.8940 5.61118 129 4 21 8 4 2 5 0 58.1642 50.8138 26.6223 3.49375 130 4 21 8 4 2 4 1 53.4426 41.4824 38.4921 4.00214 131 4 21 8 4 2 4 1 53.4426 41.4824 38.4921 4.00214 132 4 21 8 4 2 4 1 51.6873 39.0363 27.7778 4.19931 133 4 21 8 4 2 4 1 51.6873 39.0363 27.7778 4.19931 134 4 21 8 3 2 3 2 46.6883 30.9558 62.5924 4.55377 135 4 21 8 4 2 3 2 46.6233 30.8597 59.1129 4.57097 136 4 21 8 4 2 3 2 45.2018 29.6908 41.7322 4.73194 137 4 21 8 4 2 3 2 45.8447 30.1882 48.4515 4.63781 138 4 21 8 3 2 3 2 46.6883 30.9558 62.5924 4.55377 139 4 21 7 4 4 2 0 61.9712 53.6142 36.0825 3.86181 140 4 21 7 4 4 1 1 57.3100 43.7098 54.5246 4.25784 141 4 21 7 4 4 1 1 57.3100 43.7098 54.5246 4.25784 142 4 21 7 4 4 0 2 48.7774 30.5556 64.1667 4.82424 143 4 21 7 4 3 3 0 62.1281 56.4876 36.0515 3.43421 144 4 21 7 3 3 3 0 63.3498 59.4413 46.3819 3.30263 145 4 21 7 4 3 3 0 62.1281 56.4876 36.0515 3.43421 146 4 21 7 3 3 2 1 56.1511 43.2520 56.4756 3.93509 147 4 21 7 3 3 2 1 56.1511 43.2520 56.4756 3.93509 148 4 21 7 4 3 2 1 55.1676 41.9107 44.9477 4.04577 149 4 21 7 4 3 2 1 55.1676 41.9107 44.9477 4.04577 150 4 21 7 4 3 2 1 55.1676 41.9107 44.9477 4.04577 151 4 21 7 4 3 2 1 55.1676 41.9107 44.9477 4.04577 152 4 21 7 4 3 2 1 55.1676 41.9107 44.9477 4.04577 153 4 21 7 4 3 2 1 54.2865 40.8351 38.674 4.13977 154 4 21 7 4 3 2 1 54.2865 40.8351 38.674 4.13977 155 4 21 7 3 3 1 2 47.0376 29.7857 73.168 4.59179 156 4 21 7 3 3 1 2 47.0376 29.7857 61.710 4.59179 157 4 21 7 4 3 1 2 46.2961 29.2596 53.918 4.68209 158 4 21 7 4 3 1 2 46.2961 29.2596 53.918 4.68209 159 4 21 7 3 3 0 3 38.6129 22.2930 63.636 5.25333 160 4 21 7 4 2 4 0 60.5801 54.7504 34.511 3.10214 161 4 21 7 4 2 4 0 58.3116 50.0223 24.735 3.29931 162 4 21 7 3 2 3 1 54.9281 42.5941 55.359 3.62953 163 4 21 7 4 2 3 1 54.8407 42.3865 52.250 3.64673 164 4 21 7 4 2 3 1 54.8407 42.3865 52.250 3.64673 165 4 21 7 4 2 3 1 52.9339 39.9195 36.777 3.80770 166 4 21 7 4 2 3 1 52.9339 39.9195 36.777 3.80770 167 4 21 7 4 2 3 1 53.7952 40.9564 42.748 3.71357 168 4 21 7 4 2 3 1 53.7952 40.9564 42.748 3.71357 169 4 21 7 3 2 3 1 54.9281 42.5941 55.359 3.62953 170 4 21 7 3 2 2 2 46.0131 29.4722 71.114 4.28623 171 4 21 7 3 2 2 2 46.0131 29.4722 71.114 4.28623 172 4 21 7 4 2 2 2 44.4244 28.2823 47.421 4.44337 173 4 21 7 3 2 2 2 45.3599 29.0537 63.457 4.35933 174 4 21 6 4 4 1 0 67.1127 63.0603 48.629 3.35784 175 4 21 6 4 4 0 1 59.3932 44.4444 80.000 3.90000 176 4 21 6 3 3 2 0 65.5320 61.9565 50.443 3.03509 177 4 21 6 4 3 2 0 64.1949 58.8109 39.805 3.14577 178 4 21 6 4 3 2 0 64.1949 58.8109 39.805 3.14577 179 4 21 6 4 3 2 0 63.0003 56.3798 34.091 3.23977 180 4 21 6 3 3 1 1 56.9292 42.5770 65.236 3.66754 181 4 21 6 3 3 1 1 56.9292 42.5770 65.236 3.66754 182 4 21 6 4 3 1 1 55.8836 41.3374 52.918 3.75784 183 4 21 6 4 3 1 1 55.8836 41.3374 52.918 3.75784 184 4 21 6 3 3 0 2 46.3024 28.0255 63.768 4.32424 185 4 21 6 3 2 3 0 63.8698 60.3974 49.404 2.72953 186 4 21 6 4 2 3 0 63.7513 59.9119 46.522 2.74673 187 4 21 6 4 2 3 0 61.1728 54.3710 32.374 2.90770 188 4 21 6 4 2 3 0 62.3357 56.6500 37.795 2.81357 189 4 21 6 3 2 3 0 63.8698 60.3974 49.404 2.72953 190 4 21 6 3 2 2 1 55.4852 41.8349 63.510 3.36199 191 4 21 6 3 2 2 1 55.4852 41.8349 63.510 3.36199 192 4 21 6 3 2 2 1 55.4852 41.8349 63.510 3.36199 193 4 21 6 3 2 2 1 55.4852 41.8349 63.510 3.36199 194 4 21 6 4 2 2 1 53.2567 39.1100 41.026 3.51912 195 4 21 6 4 2 2 1 53.2567 39.1100 41.026 3.51912 196 4 21 6 3 2 2 1 54.5674 40.8602 55.073 3.43509 197 4 21 6 3 2 1 2 44.3814 27.2712 60.955 4.09179 198 4 21 6 2 2 1 2 45.1279 27.7020 75.862 4.01869 199 4 21 6 4 1 3 1 54.9875 42.1053 72.727 2.98333 200 4 21 5 4 4 0 0 72.2981 71.4286 71.429 3.00000 201 4 21 5 3 3 1 0 68.7139 65.8579 57.489 2.76754 202 4 21 5 4 3 1 0 67.2022 62.3853 46.133 2.85784 203 4 21 5 3 3 0 1 58.0367 41.6667 83.333 3.40000 204 4 21 5 3 2 2 0 66.6277 63.7584 55.882 2.46199 205 4 21 5 3 2 2 0 66.6277 63.7584 55.882 2.46199 206 4 21 5 4 2 2 0 63.4295 56.5525 35.398 2.61912 207 4 21 5 3 2 2 0 65.3073 61.0932 48.101 2.53509 208 4 21 5 3 2 1 1 55.1595 39.7074 64.957 3.16754 209 4 21 5 3 2 1 1 55.1595 39.7074 64.957 3.16754 210 4 21 5 2 2 1 1 56.2747 40.8163 80.000 3.09444 211 4 21 5 2 2 1 1 56.2747 40.8163 80.000 3.09444 212 4 21 5 2 2 0 2 43.0469 25.1142 63.218 3.82424 213 4 21 5 4 1 3 0 65.9112 64.5161 64.516 2.08333 214 4 21 5 3 1 2 1 54.5662 40.0000 76.923 2.78889 215 4 21 4 3 3 0 0 73.7788 72.7273 72.727 2.50000 216 4 21 4 3 2 1 0 69.2354 65.6587 55.576 2.26754 217 4 21 4 2 2 1 0 70.9896 69.5652 69.565 2.19444 218 4 21 4 2 2 0 1 56.0598 38.0952 88.889 2.90000 219 4 21 4 3 1 2 0 68.3059 66.6667 66.667 1.88889 220 4 21 4 2 1 1 1 53.9404 37.2093 84.211 2.59444 221 4 21 3 2 2 0 0 76.3143 75.0000 75.000 2.00000 222 4 21 3 2 1 1 0 72.4920 70.5882 70.588 1.69444 223 4 21 3 1 1 0 1 52.9134 33.3333 100.000 2.40000 224 4 21 2 1 1 0 0 81.6497 80.0000 80.000 1.50000