id BOD5 Stage R.in BOD5.fit BOD5.lwr BOD5.upr 1 59.9721667 1 0.181291319 61.63278849 48.70154711 74.56402986 2 59.9721667 1 0.192707874 63.11559639 50.20332317 76.02786961 3 599.721667 1 0.95175449 206.0676738 165.8674811 246.2678665 4 539.7495003 1 0.996876117 249.506669 190.1466044 308.8667335 5 539.7495003 1 1.091687525 4091.303134 131.2931021 8051.313165 6 719.6660004 1 0.914540855 184.8303266 152.8751486 216.7855047 7 719.6660004 1 1.060425127 4091.303134 131.2931021 8051.313165 8 599.721667 1 0.955213787 208.5006666 167.3031677 249.6981655 9 599.721667 1 1.07394865 4091.303134 131.2931021 8051.313165 10 179.9165001 1 0.800837522 146.958497 127.0658235 166.8511705 11 179.9165001 1 1.003105257 258.7155705 194.9666834 322.4644576 12 25.48817085 1 0.098610185 49.26152621 36.36945918 62.15359324 13 25.48817085 1 0.076176576 45.01538612 32.25144325 57.77932899 14 59.9721667 1 0.247068961 69.78388367 56.99093046 82.57683687 15 59.9721667 1 0.206053664 64.80679524 51.92020403 77.69338646 16 119.9443334 1 0.600782719 111.4714341 98.01942206 124.9234461 17 119.9443334 1 0.536429456 103.056315 90.21570548 115.8969244 18 179.9165001 1 0.997162 249.9027193 190.3560386 309.4494 19 179.9165001 1 1.05062879 493.4676443 292.3477991 694.5874894 20 239.8886668 1 0.987806486 238.0411887 183.9968632 292.0855143 21 239.8886668 1 1.134290399 4091.303134 131.2931021 8051.313165 22 299.8608335 1 1.080956414 4091.303134 131.2931021 8051.313165 23 299.8608335 1 1.14523604 4091.303134 131.2931021 8051.313165 24 359.8330002 1 1.04207812 387.5312657 253.5380092 521.5245223 25 359.8330002 1 1.105097 4091.303134 131.2931021 8051.313165 26 419.8051669 1 0.972101159 222.044062 175.1187592 268.9693648 27 419.8051669 1 1.058678199 4091.303134 131.2931021 8051.313165 28 149.9304168 1 0.642138928 117.3862364 103.2901822 131.4822905 29 149.9304168 1 0.852349953 161.0428404 137.1446429 184.9410379 30 1199.443334 1 0.366858184 83.37225008 70.83651659 95.90798357 31 1199.443334 1 0.54917141 104.6605495 91.72981173 117.5912873 1 59.9721667 2 0.0254475 84.60429312 70.26094329 98.94764294 2 59.9721667 2 0.005600924 62.4810045 47.62819116 77.33381785 3 599.721667 2 0.808841493 229.7741693 211.4415536 248.1067851 4 539.7495003 2 1.005541482 572.7334253 412.0208591 733.4459915 5 539.7495003 2 1.017644066 1695.153624 798.2024862 2592.104761 6 719.6660004 2 0.985057642 366.2621387 300.5035075 432.0207698 7 719.6660004 2 1.000101882 453.7128251 350.3933737 557.0322765 8 599.721667 2 0.986015533 369.4365025 302.3951006 436.4779045 9 599.721667 2 1.01492857 1695.153624 798.2024862 2592.104761 10 179.9165001 2 0.611002921 189.6740417 180.320027 199.0280565 11 179.9165001 2 0.561813048 182.2957857 173.9291987 190.6623728 12 25.48817085 2 0.035130832 90.34854756 76.34830608 104.348789 13 25.48817085 2 0.029664525 87.28168446 73.08896141 101.4744075 14 59.9721667 2 0.029875914 87.40799553 73.22278678 101.5932043 15 59.9721667 2 0.022194443 82.29406061 67.83443839 96.75368282 16 119.9443334 2 0.1696384 127.0133513 116.5077315 137.5189711 17 119.9443334 2 0.175568256 128.0583421 117.6704183 138.4462658 18 179.9165001 2 0.421235434 163.1352792 155.6872245 170.5833338 19 179.9165001 2 0.4392495 165.50797 158.0819188 172.9340213 20 239.8886668 2 0.800487624 227.4483114 209.7440707 245.152552 21 239.8886668 2 0.927568007 282.4213109 247.8760219 316.9666 22 299.8608335 2 0.976086075 342.4940122 286.124243 398.8637815 23 299.8608335 2 1.024754695 1695.153624 798.2024862 2592.104761 24 359.8330002 2 1.013037962 1695.153624 798.2024862 2592.104761 25 359.8330002 2 1.037500977 1695.153624 798.2024862 2592.104761 26 419.8051669 2 1.012079599 1695.153624 798.2024862 2592.104761 27 419.8051669 2 1.03500612 1695.153624 798.2024862 2592.104761 28 149.9304168 2 0.343835615 152.9272862 145.0179266 160.8366459 29 149.9304168 2 0.357558067 154.7519659 146.9630269 162.540905 30 1199.443334 2 0.581450812 185.1779929 176.4624667 193.8935191 31 1199.443334 2 0.659961686 197.6615086 186.9292167 208.3938005 1 59.9721667 3 0.000551514 64.44354923 28.08321631 100.8038821 2 59.9721667 3 0 29.85236996 3.805779646 55.89896028 3 599.721667 3 0.4911042 267.7241471 239.9414213 295.5068728 4 539.7495003 3 0.764531663 345.9568173 290.1404556 401.7731789 5 539.7495003 3 0.940348547 650.7495002 394.0234021 907.4755982 6 719.6660004 3 0.956731134 2337.01316 222.9611483 4451.065173 7 719.6660004 3 1.026729841 2337.01316 222.9611483 4451.065173 8 599.721667 3 1.03336086 2337.01316 222.9611483 4451.065173 9 599.721667 3 1.0954567 2337.01316 222.9611483 4451.065173 10 179.9165001 3 0.171764237 198.4863863 170.2691168 226.7036558 11 179.9165001 3 0.150177837 192.4999995 163.4125059 221.587493 12 25.48817085 3 0.00543839 99.4993941 60.44621169 138.5525765 13 25.48817085 3 0.005951925 101.2245922 62.1744248 140.2747597 14 59.9721667 3 0.003459673 91.29550628 52.3810043 130.2100083 15 59.9721667 3 0.000405742 60.80268406 25.08732223 96.51804588 16 119.9443334 3 0.014615863 120.2073134 81.8415033 158.5731236 17 119.9443334 3 0.016628309 123.2302788 85.07251572 161.3880418 18 179.9165001 3 0.096507277 174.8684692 143.0765527 206.6603857 19 179.9165001 3 0.101234637 176.6453331 145.1276958 208.1629704 20 239.8886668 3 0.340897493 236.7576734 211.8202069 261.6951399 21 239.8886668 3 0.394099332 247.6100839 222.3565396 272.8636283 22 299.8608335 3 0.54269587 279.0923514 248.8002833 309.3844194 23 299.8608335 3 0.541789664 278.8861787 248.6459526 309.1264048 24 359.8330002 3 0.776565493 351.4579445 292.991889 409.924 25 359.8330002 3 0.852441823 399.4470382 315.6398338 483.2542426 26 419.8051669 3 0.988894157 2337.01316 222.9611483 4451.065173 27 419.8051669 3 1.077362657 2337.01316 222.9611483 4451.065173 28 149.9304168 3 0.058452489 157.7179242 123.3773267 192.0585217 29 149.9304168 3 0.046613782 150.7236667 115.433345 186.0139884 30 1199.443334 3 0.806226536 366.8938685 300.6863303 433.1014067 31 1199.443334 3 0.7985728 362.6130242 298.5953745 426.6306739 1 59.9721667 S 0.207670178 77.73836224 59.71171662 95.76500786 2 59.9721667 S 0.198510068 76.64685827 58.55970496 94.73401158 3 599.721667 S 2.237572568 228.1932027 198.6746494 257.711756 4 539.7495003 S 2.753278351 340.1611155 258.5577858 421.7644451 5 539.7495003 S 3.040357822 4793.545401 -173.5060733 9760.596875 6 719.6660004 S 2.856767786 407.0804139 288.0249684 526.1358593 7 719.6660004 S 3.086312683 4793.545401 -173.5060733 9760.596875 8 599.721667 S 2.975557488 802.0382738 405.0129735 1199.063574 9 599.721667 S 3.183867398 4793.545401 -173.5060733 9760.596875 10 179.9165001 S 1.600369532 172.9279413 159.8175347 186.038348 11 179.9165001 S 2.069904959 210.3131893 187.2526148 233.3737639 12 25.48817085 S 0.148190877 70.00580806 51.63869657 88.37291955 13 25.48817085 S 0.110397076 63.98832049 45.51162476 82.46501621 14 59.9721667 S 0.28130801 85.61476514 68.1327834 103.0967469 15 59.9721667 S 0.229879733 80.26838977 62.39659166 98.14018788 16 119.9443334 S 0.784328745 122.6668681 109.2992206 136.0345156 17 119.9443334 S 0.742937289 120.0848301 106.4070908 133.7625694 18 179.9165001 S 1.513170945 167.1203558 154.8628902 179.3778214 19 179.9165001 S 1.596033003 172.6335859 159.5722623 185.6949096 20 239.8886668 S 2.12264657 215.5542668 190.682196 240.4263376 21 239.8886668 S 2.536837136 274.5794921 225.4735714 323.6854129 22 299.8608335 S 2.595591399 287.8928789 232.5870538 343.1987039 23 299.8608335 S 2.688194323 314.5746021 246.208756 382.9404481 24 359.8330002 S 2.820295254 377.7115138 275.561427 479.8616005 25 359.8330002 S 2.998151376 4793.545401 -173.5060733 9760.596875 26 419.8051669 S 2.961413821 649.8141968 369.2422138 930.3861798 27 419.8051669 S 3.159025899 4793.545401 -173.5060733 9760.596875 28 149.9304168 S 1.04560125 138.4244574 126.654789 150.1941258 29 149.9304168 S 1.257381437 151.0964538 139.837995 162.3549126 30 1199.443334 S 1.757126407 184.042869 168.6716011 199.4141369 31 1199.443334 S 2.009175255 204.6305118 183.4457453 225.8152783