Anonymous
timer Asked: Apr 28th, 2020

Question Description

Hello,

Complete the problems in the associated PDF file below:

The data you will need for Problem #2 is supplied in the associated Excel spreadsheet:

Please these problem needed to be solved correctly without any mistakes because this assignment worth a lot of grade so please be careful

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ECH 3002 HW 13 - Statistics - Problem Data Sets Problem 1 Fertilizer Active Ingredient Concentration (g/L) 50 51 46 48 54 51 Problem 2 232 231 235 278 263 270 239 238 259 223 218 219 233 266 283 236 228 237 266 238 231 223 217 278 282 225 261 236 217 227 273 231 227 231 241 261 272 283 270 281 251 258 249 259 246 265 246 236 249 269 240 236 243 248 259 255 228 264 248 230 251 235 244 262 256 245 259 261 242 272 257 230 249 235 244 250 250 252 257 259 Problem 3 Problems 4&5 Wednesday April 8, 2020 pH Analysis 7.08 6.99 6.99 7.09 7.01 6.99 6.96 6.91 7.06 7 Thursday April 9, 2020 pH Analysis 7.14 7 7.17 7.01 7.08 7.02 7.02 7.16 7.16 7.08 264 220 223 280 228 256 270 259 262 272 249 236 264 250 265 268 245 233 250 230 257 249 269 241 235 255 244 254 250 268 237 242 238 245 262 241 240 272 271 254 253 268 246 237 244 238 235 269 267 249 266 234 245 255 250 239 233 225 243 254 232 241 252 253 235 253 251 253 252 245 Name ________________________________ ECH 3002 HW #15 By signing on the line below, I certify that I have completed the on-line course-instructor surveys for Professor Henderson and TA Jakin Delony in ECH 3002. _____________________________________________________ Signature Age (years) 9 8 7 9 9 8 6 6 8 9 6 8 8 8 8 7 5 6 9 9 5 5 4 7 9 3 9 5 8 9 5 9 8 7 5 8 9 8 8 8 9 8 5 8 5 9 Height (inches) 57 67.5 54.5 53 57 61 58 56 58.5 60 53 54 58.5 60.5 58 53 50 53 59 61.5 49 52.5 48 62.5 65 51.5 60 52 60 60 49 65.5 60 57.5 52 59 59 55 57 57 60 59 51 57 50 57 Sex (M=0, F=1) 0 0 0 1 1 0 0 0 0 0 0 1 0 1 1 1 1 0 1 1 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 1 1 1 1 0 1 1 0 0 0 Lung Forced Exhale Volume (L) 1.708 1.724 1.72 1.558 1.895 2.336 1.919 1.415 1.987 1.942 1.602 1.735 2.193 2.118 2.258 1.932 1.472 1.878 2.352 2.604 1.4 1.256 0.839 2.578 2.988 1.404 2.348 1.755 2.98 2.1 1.282 3 2.673 2.093 1.612 2.175 2.725 2.071 1.547 2.004 3.135 2.42 1.776 1.931 1.343 2.076 7 8 6 8 5 9 9 8 6 9 9 7 4 8 8 8 6 4 8 6 9 7 5 9 8 8 9 9 9 7 5 5 9 6 7 6 8 8 7 8 7 9 5 9 9 9 7 54 52.5 55 60.5 54.5 61.5 62 54.5 54 57 62.5 60 50 57.5 60 60 51 49 59 57.5 58 55.5 52 60.5 57 58 60 59 59.5 56 53 51 69 53 57 53 63 54.5 58 63 52 61.5 52.5 62 61.5 64.5 57.5 1 0 1 1 1 0 1 1 1 1 0 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 1 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 1 1 0 1 1 1.624 1.344 1.65 2.732 2.017 2.797 3.556 1.703 1.634 2.57 3.016 2.419 1.569 1.698 2.123 2.481 1.481 1.577 1.94 1.747 2.069 1.631 1.536 2.56 1.962 2.531 2.715 2.457 2.09 1.789 1.858 1.452 3.842 1.719 2.111 1.695 2.211 1.794 1.917 2.144 1.253 2.659 1.58 2.126 3.029 2.964 1.611 8 8 9 9 9 7 8 8 7 9 4 9 6 8 6 7 7 8 7 7 7 7 8 7 5 8 7 9 7 7 6 8 8 8 9 7 8 9 8 8 9 8 6 6 8 9 5 60 60 61 58 61.5 55 55 52 54 63 47 60.5 56 58.5 55 58.5 51 59.5 54 58 58 52.5 60.5 54.5 46.5 56.5 55 57 54.5 54 53 57 59 55 55.5 51.5 61 63.5 57.5 53 56.5 54 52 53 61.5 58.5 52 0 0 1 1 1 1 1 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0 1 1 1 0 1 1 1 0 1 0 2.215 2.388 2.196 1.751 2.165 1.682 1.523 1.292 1.649 2.588 0.796 2.574 1.979 2.354 1.718 1.742 1.603 2.639 1.829 2.084 2.22 1.473 2.341 1.698 1.196 1.872 2.219 2.42 1.827 1.461 1.338 2.09 1.697 1.562 2.04 1.609 2.458 2.65 1.429 1.675 1.947 2.069 1.572 1.348 2.288 1.773 0.791 7 9 6 9 9 9 6 8 9 8 8 9 9 9 7 8 6 9 9 9 7 8 5 8 9 6 9 6 8 5 7 7 4 9 8 9 9 9 5 9 7 6 9 9 9 7 5 58 61 51 62 64.5 58.5 52.5 58 66 63.5 64 58.5 64 60.5 55 53 48 58.5 64.5 60.5 56 58.5 54 58 64.5 50.5 60 51.5 59 53 53 53.5 52 64 63 58 58.5 59.5 51 57.5 47 55.5 57 61 55.5 53.5 50 1 0 1 0 1 1 1 0 0 1 0 1 1 0 0 1 1 0 0 1 1 0 0 0 1 1 0 1 1 1 1 1 1 0 1 0 0 0 0 0 1 0 0 1 1 1 0 1.905 2.463 1.431 2.631 3.114 2.135 1.527 2.293 3.042 2.927 2.665 2.301 2.46 2.592 1.75 1.759 1.536 2.259 2.048 2.571 2.046 1.78 1.552 1.953 2.893 1.713 2.851 1.624 2.631 1.819 1.658 2.158 1.789 3.004 2.503 1.933 2.091 2.316 1.704 1.606 1.165 2.102 2.32 2.23 1.716 1.79 1.146 8 9 7 9 8 9 6 6 8 9 5 6 6 9 7 9 8 5 7 6 9 7 9 9 8 9 7 9 4 9 5 8 9 8 3 9 8 6 9 8 8 7 6 8 9 4 7 61.5 61.5 55 58 56.5 57 52 52.5 62.5 65 50 57.5 56.5 57.5 54 59.5 59.5 58 57 55 60 56.5 60 59 63 59 53 61.5 48 63 55.5 64.5 59 58.5 46 62 53 49.5 68 59.5 55.5 55 51.5 56 63 48 56.5 0 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1 1 1 0 0 1 0 0 1 2.187 2.717 1.796 1.953 1.335 2.119 1.666 1.826 2.709 2.871 1.092 2.262 2.104 2.166 1.69 2.973 2.145 1.971 2.095 1.697 2.455 1.92 2.164 2.13 2.993 2.529 1.726 2.442 1.102 2.056 1.808 2.305 1.969 1.556 1.072 2.042 1.512 1.423 3.681 1.991 1.897 1.37 1.338 2.016 2.639 1.389 1.612 8 8 9 6 8 6 8 9 8 7 9 8 7 9 8 9 6 8 9 8 9 9 8 7 5 7 8 9 9 6 8 7 9 7 7 5 9 9 8 8 9 6 7 5 9 5 7 59 60.5 65 55 55 51 52.5 64 59 53.5 60.5 59.5 56.5 63 56.5 61.5 52 57 63.5 63 65 61.5 62 55 51 54 57 56 61.5 53 59 56 59 52.5 52.5 50 59.5 64 61 57.5 60 55 56 51 59.5 50.5 57.5 0 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 1 1 0 1 1 1 1 0 0 0 0 1 1 0 1 1 0 1 1 0 1 0 2.135 2.681 3.223 1.796 2.01 1.523 1.744 2.485 2.335 1.415 2.076 2.435 1.728 2.85 1.844 1.754 1.343 2.303 2.246 2.476 3.239 2.457 2.382 1.64 1.589 2.056 2.226 1.886 2.833 1.715 2.631 2.55 1.912 1.877 1.935 1.539 2.803 2.923 2.358 2.094 1.855 1.535 2.135 1.93 2.182 1.359 2.002 6 8 7 8 4 8 5 8 7 7 9 9 8 9 6 8 9 4 6 7 9 8 6 8 7 5 8 7 11 10 14 11 11 12 10 11 10 14 13 14 12 12 10 13 10 11 10 54 57 58 60 49 57 52 52 59.5 58 64 57 53 62 53 56.5 57 48 49.5 51 59.5 56 54 57.5 55.5 50 60 57 69 64 63 58 66.5 60.5 57 64 61 68.5 69.5 72 71 63 61.5 63.5 62 65 61 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 0 1 0 0 0 1 0 0 1 1 1 0 1 0 1 1 0 1 1 1 1 0 0 0 1 0 1 1.699 2.5 2.366 2.069 1.418 2.333 1.514 1.758 2.535 2.564 2.487 1.591 1.624 2.798 1.691 1.999 1.869 1.004 1.427 1.826 2.688 1.657 1.672 2.015 2.371 2.115 2.328 1.495 2.884 2.328 3.381 2.17 3.47 3.058 1.811 2.524 2.642 3.741 4.336 4.842 4.55 2.841 3.166 3.816 2.561 3.654 2.481 11 10 13 14 11 10 11 13 10 10 12 10 10 10 11 11 11 10 11 11 13 13 11 11 14 11 10 10 10 14 13 10 14 10 11 13 12 13 10 13 11 14 11 13 11 11 10 63 66 68 66 72 66 67 64 60.5 63 64 60.5 62 60 64.5 67 61.5 66 60 64 68.5 67 67 66 62.5 61 62 66.5 60 64 62 58 68.5 61.5 64.5 67 68.5 61 65 70 60 72 59 69 67.5 65.5 65.5 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 1 0 1 0 0 1 1 1 0 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 0 1 1 0 1 2.665 3.203 3.549 2.236 3.222 3.111 3.49 3.147 2.52 2.292 2.889 2.246 1.937 2.646 2.957 4.007 2.386 3.251 2.762 3.011 4.305 3.906 3.583 3.236 3.436 3.058 3.007 3.489 2.864 3.428 2.819 2.25 4.683 2.352 3.108 3.994 4.393 3.208 2.592 3.193 1.694 3.957 2.346 4.789 3.515 2.754 2.72 11 11 10 11 13 12 10 10 14 11 10 11 10 11 13 13 10 11 11 12 10 10 11 10 11 14 13 12 11 11 11 14 12 10 12 11 10 11 13 10 10 11 13 10 11 10 13 64.5 62 65.5 67.5 68 63.5 58.5 65.5 65 70.5 63 63.5 66 63 67.5 61.5 60 64.5 68.5 64.5 61 57 62.5 58 62.5 72.5 65.5 69.5 66.5 59 68 67 63 64.5 62 62 66 62 62.5 57 68.5 59 61.5 65 66.5 65 68 1 0 0 1 0 0 1 0 0 1 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 1 2.463 2.633 3.048 3.111 3.745 2.384 2.094 3.183 3.074 3.977 3.354 3.411 2.387 3.171 3.887 2.646 2.504 3.587 3.845 2.971 2.891 1.823 2.417 2.175 2.735 4.273 2.976 3.835 4.065 2.318 3.596 3.395 2.751 2.673 2.556 2.542 2.608 2.354 2.599 1.458 3.795 2.491 3.06 2.545 2.993 3.305 4.756 11 10 11 11 14 11 13 11 11 10 13 10 13 10 12 10 14 12 10 11 14 12 10 10 10 10 12 13 11 12 11 12 11 11 12 12 13 11 12 10 12 13 10 12 10 12 10 67 64.5 70 60 64 62.5 61 64 65.5 61 65.4 63.5 67.5 66 62 61.5 69 66 66 69 71 60.5 58 63 69 59.5 64 74 64.5 70 67 64.5 65 62.5 68 68.5 67.5 60 68 65 64 73 59 70.5 66 61.5 67 0 1 1 1 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 1 1 1 1 0 1 1 1 1 0 1 1 1 0 0 1 1 1 1 1 1 1 1 0 1 1 0 0 3.774 2.855 2.988 2.498 3.169 2.887 2.704 3.515 3.425 2.287 2.434 2.365 3.086 2.696 2.868 2.813 4.309 3.255 3.413 4.593 4.111 1.916 1.858 2.975 3.35 2.901 2.241 4.225 3.223 5.224 4.073 4.08 2.606 3.169 4.411 3.791 3.089 2.465 3.343 3.2 2.913 4.877 2.358 3.279 2.581 2.347 2.691 11 10 12 14 10 10 12 10 10 13 12 12 11 13 12 10 11 11 13 12 13 13 10 12 12 14 11 10 13 11 11 13 12 10 10 12 13 11 10 11 11 11 11 11 14 12 13 62.5 52.5 72 71 65.5 60 60 60.5 59 68 62 64.5 63 66 67 57 63 62 65 68.5 69 71 58 63.5 66.5 67 64 61 67 67.5 68 66.5 67 60.5 70 63.5 65 63 61 65.5 67.5 61 63 63.5 70 71.5 65.5 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 1 1 0 2.827 1.873 3.751 2.538 2.758 3.05 3.079 2.201 1.858 2.216 3.403 3.501 2.578 3.078 3.186 1.665 2.081 2.974 3.297 4.073 4.448 3.984 2.25 2.752 2.304 3.68 3.102 2.862 2.677 3.023 3.681 3.255 3.692 2.356 4.591 3.082 3.297 3.258 2.216 3.247 4.324 2.362 2.563 3.206 3.585 4.72 3.331 13 10 12 10 10 12 11 12 11 11 12 12 14 11 10 11 12 13 12 11 11 11 14 11 13 12 10 12 13 10 10 10 10 14 12 11 11 12 14 14 10 11 11 10 10 12 12 74 68 61 61 61 61.5 67 63 67.5 70.5 70.5 62 62 61.5 62 60.5 62.5 63 63 62 65.5 65 70 66 63 68 59 68.5 63 63 66 62 68 72.5 64 65.5 61.5 57 64 66 64.5 67 72 65 63 62 71 1 1 0 1 1 0 0 1 1 1 1 0 0 0 1 0 0 0 0 0 1 1 1 1 0 1 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 0 0 1 5.083 3.498 2.417 2.364 2.341 2.759 2.953 3.231 3.078 3.369 3.529 2.866 2.891 3.022 3.127 2.866 2.605 3.056 2.569 2.501 3.32 2.123 3.78 3.847 3.785 3.924 2.132 2.752 2.449 3.456 3.073 2.688 3.329 4.271 3.53 2.928 2.689 2.332 2.934 2.276 3.11 2.894 4.637 2.435 2.838 3.035 4.831 11 12 10 12 13 10 12 10 13 12 10 12 10 11 12 11 12 10 13 12 11 11 11 11 12 14 11 11 12 14 11 13 11 10 13 12 11 13 14 10 11 11 15 15 18 19 19 61 65.5 62 65.5 70.5 62 65.5 65 61 69.5 65 65.5 63.5 60.5 65 67 63.5 59.5 63.5 61 66 64 62 60.5 71 64.5 61 62.5 64.5 68 68.5 62 60 59.5 61 63 67.5 69 68 58 65 69 70 71 66 72 66 1 0 0 0 1 1 0 1 1 1 0 1 0 1 1 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 1 1 1 0 1 1 1 0 1 0 2.812 2.714 3.086 3.519 4.232 2.77 3.341 3.09 2.531 2.822 3.038 2.935 2.568 2.387 2.499 4.13 3.001 3.132 3.577 3.222 3.28 2.659 2.822 2.14 4.203 2.997 3.12 2.562 3.082 3.806 3.339 3.152 2.458 2.391 3.141 2.579 3.104 4.045 4.763 2.1 3.069 2.785 4.284 4.506 2.906 5.102 3.519 16 17 15 15 15 15 15 19 18 16 17 16 15 15 15 18 17 15 17 17 16 17 15 15 16 16 15 18 15 16 17 16 16 15 18 15 16 17 16 16 15 18 16 15 68 70 67.5 70 64 66 62 65.5 64.5 66.5 67 63 64 69 71 68 70.5 67 69 62 67.5 73 64 68.5 62 73.5 66.5 67 63 69.5 70 66 66 63 70.5 60 72 70 72 67 68 60 63 66.5 1 1 1 1 0 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 1 0 0 0 1 1 1 0 1 1 1 0 0 1 0 1 1 1 1 1 0 0 0 3.688 4.429 4.279 4.5 2.635 2.679 2.198 3.345 3.082 3.387 3.082 2.903 3.004 5.793 3.985 4.22 4.724 3.731 3.406 3.5 3.674 5.633 3.122 3.33 2.608 3.645 3.799 4.086 2.887 4.07 3.96 4.299 2.981 2.264 4.404 2.278 4.504 5.638 4.872 4.27 3.727 2.853 2.795 3.211 Age (years) 9 8 7 9 9 8 6 6 8 9 6 8 8 8 8 7 5 6 9 9 5 5 4 7 9 3 9 5 8 9 5 9 8 7 5 8 9 8 8 8 9 8 5 8 5 9 Height (inches) 57 67,5 54,5 53 57 61 58 56 58,5 60 53 54 58,5 60,5 58 53 50 53 59 61,5 49 52,5 48 62,5 65 51,5 60 52 60 60 49 65,5 60 57,5 52 59 59 55 57 57 60 59 51 57 50 57 Sex (M=0, F=1) 0 0 0 1 1 0 0 0 0 0 0 1 0 1 1 1 1 0 1 1 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 1 1 1 1 0 1 1 0 0 0 Lung Forced Exhale Volume (L) 1,708 1,724 1,72 1,558 1,895 2,336 1,919 1,415 1,987 1,942 1,602 1,735 2,193 2,118 2,258 1,932 1,472 1,878 2,352 2,604 1,4 1,256 0,839 2,578 2,988 1,404 2,348 1,755 2,98 2,1 1,282 3 2,673 2,093 1,612 2,175 2,725 2,071 1,547 2,004 3,135 2,42 1,776 1,931 1,343 2,076 7 8 6 8 5 9 9 8 6 9 9 7 4 8 8 8 6 4 8 6 9 7 5 9 8 8 9 9 9 7 5 5 9 6 7 6 8 8 7 8 7 9 5 9 9 9 7 54 52,5 55 60,5 54,5 61,5 62 54,5 54 57 62,5 60 50 57,5 60 60 51 49 59 57,5 58 55,5 52 60,5 57 58 60 59 59,5 56 53 51 69 53 57 53 63 54,5 58 63 52 61,5 52,5 62 61,5 64,5 57,5 1 0 1 1 1 0 1 1 1 1 0 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 1 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 1 1 0 1 1 1,624 1,344 1,65 2,732 2,017 2,797 3,556 1,703 1,634 2,57 3,016 2,419 1,569 1,698 2,123 2,481 1,481 1,577 1,94 1,747 2,069 1,631 1,536 2,56 1,962 2,531 2,715 2,457 2,09 1,789 1,858 1,452 3,842 1,719 2,111 1,695 2,211 1,794 1,917 2,144 1,253 2,659 1,58 2,126 3,029 2,964 1,611 8 8 9 9 9 7 8 8 7 9 4 9 6 8 6 7 7 8 7 7 7 7 8 7 5 8 7 9 7 7 6 8 8 8 9 7 8 9 8 8 9 8 6 6 8 9 5 60 60 61 58 61,5 55 55 52 54 63 47 60,5 56 58,5 55 58,5 51 59,5 54 58 58 52,5 60,5 54,5 46,5 56,5 55 57 54,5 54 53 57 59 55 55,5 51,5 61 63,5 57,5 53 56,5 54 52 53 61,5 58,5 52 0 0 1 1 1 1 1 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0 1 1 1 0 1 1 1 0 1 0 2,215 2,388 2,196 1,751 2,165 1,682 1,523 1,292 1,649 2,588 0,796 2,574 1,979 2,354 1,718 1,742 1,603 2,639 1,829 2,084 2,22 1,473 2,341 1,698 1,196 1,872 2,219 2,42 1,827 1,461 1,338 2,09 1,697 1,562 2,04 1,609 2,458 2,65 1,429 1,675 1,947 2,069 1,572 1,348 2,288 1,773 0,791 7 9 6 9 9 9 6 8 9 8 8 9 9 9 7 8 6 9 9 9 7 8 5 8 9 6 9 6 8 5 7 7 4 9 8 9 9 9 5 9 7 6 9 9 9 7 5 58 61 51 62 64,5 58,5 52,5 58 66 63,5 64 58,5 64 60,5 55 53 48 58,5 64,5 60,5 56 58,5 54 58 64,5 50,5 60 51,5 59 53 53 53,5 52 64 63 58 58,5 59,5 51 57,5 47 55,5 57 61 55,5 53,5 50 1 0 1 0 1 1 1 0 0 1 0 1 1 0 0 1 1 0 0 1 1 0 0 0 1 1 0 1 1 1 1 1 1 0 1 0 0 0 0 0 1 0 0 1 1 1 0 1,905 2,463 1,431 2,631 3,114 2,135 1,527 2,293 3,042 2,927 2,665 2,301 2,46 2,592 1,75 1,759 1,536 2,259 2,048 2,571 2,046 1,78 1,552 1,953 2,893 1,713 2,851 1,624 2,631 1,819 1,658 2,158 1,789 3,004 2,503 1,933 2,091 2,316 1,704 1,606 1,165 2,102 2,32 2,23 1,716 1,79 1,146 8 9 7 9 8 9 6 6 8 9 5 6 6 9 7 9 8 5 7 6 9 7 9 9 8 9 7 9 4 9 5 8 9 8 3 9 8 6 9 8 8 7 6 8 9 4 7 61,5 61,5 55 58 56,5 57 52 52,5 62,5 65 50 57,5 56,5 57,5 54 59,5 59,5 58 57 55 60 56,5 60 59 63 59 53 61,5 48 63 55,5 64,5 59 58,5 46 62 53 49,5 68 59,5 55,5 55 51,5 56 63 48 56,5 0 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1 1 1 0 0 1 0 0 1 2,187 2,717 1,796 1,953 1,335 2,119 1,666 1,826 2,709 2,871 1,092 2,262 2,104 2,166 1,69 2,973 2,145 1,971 2,095 1,697 2,455 1,92 2,164 2,13 2,993 2,529 1,726 2,442 1,102 2,056 1,808 2,305 1,969 1,556 1,072 2,042 1,512 1,423 3,681 1,991 1,897 1,37 1,338 2,016 2,639 1,389 1,612 8 8 9 6 8 6 8 9 8 7 9 8 7 9 8 9 6 8 9 8 9 9 8 7 5 7 8 9 9 6 8 7 9 7 7 5 9 9 8 8 9 6 7 5 9 5 7 59 60,5 65 55 55 51 52,5 64 59 53,5 60,5 59,5 56,5 63 56,5 61,5 52 57 63,5 63 65 61,5 62 55 51 54 57 56 61,5 53 59 56 59 52,5 52,5 50 59,5 64 61 57,5 60 55 56 51 59,5 50,5 57,5 0 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 1 1 0 1 1 1 1 0 0 0 0 1 1 0 1 1 0 1 1 0 1 0 2,135 2,681 3,223 1,796 2,01 1,523 1,744 2,485 2,335 1,415 2,076 2,435 1,728 2,85 1,844 1,754 1,343 2,303 2,246 2,476 3,239 2,457 2,382 1,64 1,589 2,056 2,226 1,886 2,833 1,715 2,631 2,55 1,912 1,877 1,935 1,539 2,803 2,923 2,358 2,094 1,855 1,535 2,135 1,93 2,182 1,359 2,002 6 8 7 8 4 8 5 8 7 7 9 9 8 9 6 8 9 4 6 7 9 8 6 8 7 5 8 7 11 10 14 11 11 12 10 11 10 14 13 14 12 12 10 13 10 11 10 54 57 58 60 49 57 52 52 59,5 58 64 57 53 62 53 56,5 57 48 49,5 51 59,5 56 54 57,5 55,5 50 60 57 69 64 63 58 66,5 60,5 57 64 61 68,5 69,5 72 71 63 61,5 63,5 62 65 61 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 0 1 0 0 0 1 0 0 1 1 1 0 1 0 1 1 0 1 1 1 1 0 0 0 1 0 1 1,699 2,5 2,366 2,069 1,418 2,333 1,514 1,758 2,535 2,564 2,487 1,591 1,624 2,798 1,691 1,999 1,869 1,004 1,427 1,826 2,688 1,657 1,672 2,015 2,371 2,115 2,328 1,495 2,884 2,328 3,381 2,17 3,47 3,058 1,811 2,524 2,642 3,741 4,336 4,842 4,55 2,841 3,166 3,816 2,561 3,654 2,481 11 10 13 14 11 10 11 13 10 10 12 10 10 10 11 11 11 10 11 11 13 13 11 11 14 11 10 10 10 14 13 10 14 10 11 13 12 13 10 13 11 14 11 13 11 11 10 63 66 68 66 72 66 67 64 60,5 63 64 60,5 62 60 64,5 67 61,5 66 60 64 68,5 67 67 66 62,5 61 62 66,5 60 64 62 58 68,5 61,5 64,5 67 68,5 61 65 70 60 72 59 69 67,5 65,5 65,5 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 1 0 1 0 0 1 1 1 0 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 0 1 1 0 1 2,665 3,203 3,549 2,236 3,222 3,111 3,49 3,147 2,52 2,292 2,889 2,246 1,937 2,646 2,957 4,007 2,386 3,251 2,762 3,011 4,305 3,906 3,583 3,236 3,436 3,058 3,007 3,489 2,864 3,428 2,819 2,25 4,683 2,352 3,108 3,994 4,393 3,208 2,592 3,193 1,694 3,957 2,346 4,789 3,515 2,754 2,72 11 11 10 11 13 12 10 10 14 11 10 11 10 11 13 13 10 11 11 12 10 10 11 10 11 14 13 12 11 11 11 14 12 10 12 11 10 11 13 10 10 11 13 10 11 10 13 64,5 62 65,5 67,5 68 63,5 58,5 65,5 65 70,5 63 63,5 66 63 67,5 61,5 60 64,5 68,5 64,5 61 57 62,5 58 62,5 72,5 65,5 69,5 66,5 59 68 67 63 64,5 62 62 66 62 62,5 57 68,5 59 61,5 65 66,5 65 68 1 0 0 1 0 0 1 0 0 1 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 1 2,463 2,633 3,048 3,111 3,745 2,384 2,094 3,183 3,074 3,977 3,354 3,411 2,387 3,171 3,887 2,646 2,504 3,587 3,845 2,971 2,891 1,823 2,417 2,175 2,735 4,273 2,976 3,835 4,065 2,318 3,596 3,395 2,751 2,673 2,556 2,542 2,608 2,354 2,599 1,458 3,795 2,491 3,06 2,545 2,993 3,305 4,756 11 10 11 11 14 11 13 11 11 10 13 10 13 10 12 10 14 12 10 11 14 12 10 10 10 10 12 13 11 12 11 12 11 11 12 12 13 11 12 10 12 13 10 12 10 12 10 67 64,5 70 60 64 62,5 61 64 65,5 61 65,4 63,5 67,5 66 62 61,5 69 66 66 69 71 60,5 58 63 69 59,5 64 74 64,5 70 67 64,5 65 62,5 68 68,5 67,5 60 68 65 64 73 59 70,5 66 61,5 67 0 1 1 1 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 1 1 1 1 0 1 1 1 1 0 1 1 1 0 0 1 1 1 1 1 1 1 1 0 1 1 0 0 3,774 2,855 2,988 2,498 3,169 2,887 2,704 3,515 3,425 2,287 2,434 2,365 3,086 2,696 2,868 2,813 4,309 3,255 3,413 4,593 4,111 1,916 1,858 2,975 3,35 2,901 2,241 4,225 3,223 5,224 4,073 4,08 2,606 3,169 4,411 3,791 3,089 2,465 3,343 3,2 2,913 4,877 2,358 3,279 2,581 2,347 2,691 11 10 12 14 10 10 12 10 10 13 12 12 11 13 12 10 11 11 13 12 13 13 10 12 12 14 11 10 13 11 11 13 12 10 10 12 13 11 10 11 11 11 11 11 14 12 13 62,5 52,5 72 71 65,5 60 60 60,5 59 68 62 64,5 63 66 67 57 63 62 65 68,5 69 71 58 63,5 66,5 67 64 61 67 67,5 68 66,5 67 60,5 70 63,5 65 63 61 65,5 67,5 61 63 63,5 70 71,5 65,5 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 1 1 0 2,827 1,873 3,751 2,538 2,758 3,05 3,079 2,201 1,858 2,216 3,403 3,501 2,578 3,078 3,186 1,665 2,081 2,974 3,297 4,073 4,448 3,984 2,25 2,752 2,304 3,68 3,102 2,862 2,677 3,023 3,681 3,255 3,692 2,356 4,591 3,082 3,297 3,258 2,216 3,247 4,324 2,362 2,563 3,206 3,585 4,72 3,331 13 10 12 10 10 12 11 12 11 11 12 12 14 11 10 11 12 13 12 11 11 11 14 11 13 12 10 12 13 10 10 10 10 14 12 11 11 12 14 14 10 11 11 10 10 12 12 74 68 61 61 61 61,5 67 63 67,5 70,5 70,5 62 62 61,5 62 60,5 62,5 63 63 62 65,5 65 70 66 63 68 59 68,5 63 63 66 62 68 72,5 64 65,5 61,5 57 64 66 64,5 67 72 65 63 62 71 1 1 0 1 1 0 0 1 1 1 1 0 0 0 1 0 0 0 0 0 1 1 1 1 0 1 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 0 0 1 5,083 3,498 2,417 2,364 2,341 2,759 2,953 3,231 3,078 3,369 3,529 2,866 2,891 3,022 3,127 2,866 2,605 3,056 2,569 2,501 3,32 2,123 3,78 3,847 3,785 3,924 2,132 2,752 2,449 3,456 3,073 2,688 3,329 4,271 3,53 2,928 2,689 2,332 2,934 2,276 3,11 2,894 4,637 2,435 2,838 3,035 4,831 11 12 10 12 13 10 12 10 13 12 10 12 10 11 12 11 12 10 13 12 11 11 11 11 12 14 11 11 12 14 11 13 11 10 13 12 11 13 14 10 11 11 15 15 18 19 19 61 65,5 62 65,5 70,5 62 65,5 65 61 69,5 65 65,5 63,5 60,5 65 67 63,5 59,5 63,5 61 66 64 62 60,5 71 64,5 61 62,5 64,5 68 68,5 62 60 59,5 61 63 67,5 69 68 58 65 69 70 71 66 72 66 1 0 0 0 1 1 0 1 1 1 0 1 0 1 1 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 1 1 1 0 1 1 1 0 1 0 2,812 2,714 3,086 3,519 4,232 2,77 3,341 3,09 2,531 2,822 3,038 2,935 2,568 2,387 2,499 4,13 3,001 3,132 3,577 3,222 3,28 2,659 2,822 2,14 4,203 2,997 3,12 2,562 3,082 3,806 3,339 3,152 2,458 2,391 3,141 2,579 3,104 4,045 4,763 2,1 3,069 2,785 4,284 4,506 2,906 5,102 3,519 16 17 15 15 15 15 15 19 18 16 17 16 15 15 15 18 17 15 17 17 16 17 15 15 16 16 15 18 15 16 17 16 16 15 18 15 16 17 16 16 15 18 16 15 68 70 67,5 70 64 66 62 65,5 64,5 66,5 67 63 64 69 71 68 70,5 67 69 62 67,5 73 64 68,5 62 73,5 66,5 67 63 69,5 70 66 66 63 70,5 60 72 70 72 67 68 60 63 66,5 1 1 1 1 0 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 1 0 0 0 1 1 1 0 1 1 1 0 0 1 0 1 1 1 1 1 0 0 0 3,688 4,429 4,279 4,5 2,635 2,679 2,198 3,345 3,082 3,387 3,082 2,903 3,004 5,793 3,985 4,22 4,724 3,731 3,406 3,5 3,674 5,633 3,122 3,33 2,608 3,645 3,799 4,086 2,887 4,07 3,96 4,299 2,981 2,264 4,404 2,278 4,504 5,638 4,872 4,27 3,727 2,853 2,795 3,211 ECH 3002- Introduction to ...
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