id BOD5 Stage R.in BOD5.fit BOD5.lwr BOD5.upr 1 59.9721667 1 0.181291319 50.83825747 24.61658053 77.05993441 2 59.9721667 1 0.192707874 52.77332554 26.67654822 78.87010286 3 599.721667 1 0.95175449 181.4292002 153.9067599 208.9516405 4 539.7495003 1 0.996876117 189.0771658 160.9039842 217.2503474 5 539.7495003 1 1.091687525 205.1473838 175.4577431 234.8370245 6 719.6660004 1 0.914540855 175.121613 148.0981042 202.1451217 7 719.6660004 1 1.060425127 199.8485114 170.6799279 229.017095 8 599.721667 1 0.955213787 182.0155395 154.4449491 209.58613 9 599.721667 1 1.07394865 202.1407036 172.7491519 231.5322552 10 179.9165001 1 0.800837522 155.8492765 130.1178054 181.5807476 11 179.9165001 1 1.003105257 190.1329843 161.8662 218.3997685 12 25.48817085 1 0.098610185 36.82408049 9.589951806 64.05820918 13 25.48817085 1 0.076176576 33.02165844 5.481825075 60.56149181 14 59.9721667 1 0.247068961 61.98734883 36.43249322 87.54220444 15 59.9721667 1 0.206053664 55.03539252 29.07982107 80.99096397 16 119.9443334 1 0.600782719 121.9406534 97.50670583 146.3746009 17 119.9443334 1 0.536429456 111.0329895 86.72364083 135.3423382 18 179.9165001 1 0.997162 189.125622 160.9481641 217.3030799 19 179.9165001 1 1.05062879 198.1880649 169.1786282 227.1975017 20 239.8886668 1 0.987806486 187.5398935 159.5013944 215.5783926 21 239.8886668 1 1.134290399 212.3684291 181.9378944 242.7989639 22 299.8608335 1 1.080956414 203.3284962 173.8199375 232.837055 23 299.8608335 1 1.14523604 214.2236789 183.5973257 244.850032 24 359.8330002 1 1.04207812 196.7387548 167.8665719 225.6109377 25 359.8330002 1 1.105097 207.4202452 177.5011407 237.3393497 26 419.8051669 1 0.972101159 184.8778929 157.0680461 212.6877397 27 419.8051669 1 1.058678199 199.5524129 170.4123563 228.6924696 28 149.9304168 1 0.642138928 128.9503931 104.3589313 153.541855 29 149.9304168 1 0.852349953 164.5804621 138.3089963 190.8519279 30 1199.443334 1 0.366858184 82.29122337 57.60125606 106.9811907 31 1199.443334 1 0.54917141 113.1927083 88.87044591 137.5149707 1 59.9721667 2 0.0254475 70.08480903 10.26565432 129.9039637 2 59.9721667 2 0.005600924 65.7175302 5.14212127 126.2929391 3 599.721667 2 0.808841493 242.4722276 179.9485922 304.9958629 4 539.7495003 2 1.005541482 285.7564545 213.6820186 357.8308903 5 539.7495003 2 1.017644066 288.4196523 215.6901418 361.1491629 6 719.6660004 2 0.985057642 281.2489444 210.267681 352.2302079 7 719.6660004 2 1.000101882 284.5594596 212.7772537 356.3416654 8 599.721667 2 0.986015533 281.4597302 210.4277927 352.4916678 9 599.721667 2 1.01492857 287.822102 215.2401535 360.4040505 10 179.9165001 2 0.611002921 198.9374532 143.2320564 254.64285 11 179.9165001 2 0.561813048 188.1131231 133.5379231 242.688323 12 25.48817085 2 0.035130832 72.21564565 12.75396743 131.6773239 13 25.48817085 2 0.029664525 71.01277384 11.35023934 130.6753083 14 59.9721667 2 0.029875914 71.05929041 11.40456878 130.714012 15 59.9721667 2 0.022194443 69.36896732 9.428009425 129.3099252 16 119.9443334 2 0.1696384 101.8143056 46.45761581 157.1709954 17 119.9443334 2 0.175568256 103.1191823 47.90343732 158.3349273 18 179.9165001 2 0.421235434 157.1787373 104.3711276 209.986347 19 179.9165001 2 0.4392495 161.1427686 108.235346 214.0501913 20 239.8886668 2 0.800487624 240.633942 178.46246 302.805424 21 239.8886668 2 0.927568007 268.598235 200.5732932 336.6231768 22 299.8608335 2 0.976086075 279.2747331 208.7659088 349.7835574 23 299.8608335 2 1.024754695 289.9843605 216.8668839 363.1018371 24 359.8330002 2 1.013037962 287.4060699 214.9266611 359.8854787 25 359.8330002 2 1.037500977 292.7892054 218.9706841 366.6077267 26 419.8051669 2 1.012079599 287.1951802 214.7676874 359.622673 27 419.8051669 2 1.03500612 292.2402071 218.5594603 365.9209539 28 149.9304168 2 0.343835615 140.146752 87.33227667 192.9612273 29 149.9304168 2 0.357558067 143.166405 90.40477047 195.9280396 30 1199.443334 2 0.581450812 192.4344524 137.4381661 247.4307388 31 1199.443334 2 0.659961686 209.7109276 152.6397808 266.7820744 1 59.9721667 3 0.000551514 134.6343663 100.6634433 168.6052894 2 59.9721667 3 0 134.4782683 100.5010302 168.4555064 3 599.721667 3 0.4911042 273.4781753 241.9428731 305.0134774 4 539.7495003 3 0.764531663 350.8678451 317.7295905 384.0060998 5 539.7495003 3 0.940348547 400.6302591 365.4503266 435.8101916 6 719.6660004 3 0.956731134 405.2671123 369.8619173 440.6723073 7 719.6660004 3 1.026729841 425.0792291 388.6506651 461.507793 8 599.721667 3 1.03336086 426.9560426 390.4256081 463.4864771 9 599.721667 3 1.0954567 444.5313678 407.0079419 482.0547936 10 179.9165001 3 0.171764237 183.0936395 150.721926 215.4653529 11 179.9165001 3 0.150177837 176.9839226 144.4519941 209.5158512 12 25.48817085 3 0.00543839 136.0175256 102.1022497 169.9328014 13 25.48817085 3 0.005951925 136.1628742 102.2534136 170.0723348 14 59.9721667 3 0.003459673 135.4574785 101.519738 169.3952189 15 59.9721667 3 0.000405742 134.5931077 100.6205162 168.5656992 16 119.9443334 3 0.014615863 138.6150759 104.8027921 172.4273597 17 119.9443334 3 0.016628309 139.1846695 105.3947046 172.9746344 18 179.9165001 3 0.096507277 161.7932506 128.8098542 194.776647 19 179.9165001 3 0.101234637 163.1312611 130.1906199 196.0719024 20 239.8886668 3 0.340897493 230.9643497 199.4018041 262.5268952 21 239.8886668 3 0.394099332 246.0223571 214.54495 277.4997641 22 299.8608335 3 0.54269587 288.0804477 256.4026342 319.7582612 23 299.8608335 3 0.541789664 287.8239593 256.149312 319.4986066 24 359.8330002 3 0.776565493 354.2738458 321.0191661 387.5285256 25 359.8330002 3 0.852441823 375.7495384 341.6795801 409.8194967 26 419.8051669 3 0.988894157 414.3703886 378.5069899 450.2337872 27 419.8051669 3 1.077362657 439.4101118 402.1831568 476.6370669 28 149.9304168 3 0.058452489 151.0223959 117.6743091 184.3704827 29 149.9304168 3 0.046613782 147.6716219 114.2027549 181.1404889 30 1199.443334 3 0.806226536 362.668973 329.1120599 396.2258862 31 1199.443334 3 0.7985728 360.5026943 327.0258277 393.9795609 1 59.9721667 S 0.207670178 56.00733717 4.653097633 107.3615767 2 59.9721667 S 0.198510068 55.15799339 3.713259045 106.6027277 3 599.721667 S 2.237572568 244.2239619 196.9302395 291.5176843 4 539.7495003 S 2.753278351 292.0412374 240.4492649 343.6332099 5 539.7495003 S 3.040357822 318.6598223 263.9714449 373.3481997 6 719.6660004 S 2.856767786 301.6369856 248.980171 354.2938002 7 719.6660004 S 3.086312683 322.9208492 267.6973089 378.1443896 8 599.721667 S 2.975557488 312.6514052 258.6999804 366.60283 9 599.721667 S 3.183867398 331.9663183 275.5737268 388.3589097 10 179.9165001 S 1.600369532 185.1412172 140.3492183 229.9332161 11 179.9165001 S 2.069904959 228.6774846 182.3688836 274.9860856 12 25.48817085 S 0.148190877 50.49229698 -1.458300643 102.4428946 13 25.48817085 S 0.110397076 46.98797988 -5.352113744 99.3280735 14 59.9721667 S 0.28130801 62.83518479 12.1901467 113.4802229 15 59.9721667 S 0.229879733 58.0666517 6.92975658 109.2035468 16 119.9443334 S 0.784328745 109.4762772 62.70899061 156.2435637 17 119.9443334 S 0.742937289 105.6383783 58.62142126 152.6553353 18 179.9165001 S 1.513170945 177.0559891 132.3330038 221.7789745 19 179.9165001 S 1.596033003 184.7391255 139.952166 229.526085 20 239.8886668 S 2.12264657 233.5677926 186.9731609 280.1624244 21 239.8886668 S 2.536837136 271.9723734 222.400686 321.5440609 22 299.8608335 S 2.595591399 277.4201866 227.3291255 327.5112478 23 299.8608335 S 2.688194323 286.0065157 235.0524034 336.960628 24 359.8330002 S 2.820295254 298.2551792 245.9805504 350.529808 25 359.8330002 S 2.998151376 314.7463559 260.5403703 368.9523414 26 419.8051669 S 2.961413821 311.339976 257.5465801 365.133372 27 419.8051669 S 3.159025899 329.6629646 273.5722112 385.753718 28 149.9304168 S 1.04560125 133.7019884 88.19254037 179.2114363 29 149.9304168 S 1.257381437 153.3386725 108.4250964 198.2522486 30 1199.443334 S 1.757126407 199.6760293 154.5897267 244.762332 31 1199.443334 S 2.009175255 223.0465045 177.0393971 269.053612