ProbABEL v. 0.1-3 (Nov 11, 2009) (C) Yurii Aulchenko, Maksim Struchalin, EMCR Options in effect: --pheno = ./coxph_data.txt --info = ./test.mlinfo --dose = ./test.mldose --ntraits = 2 --ngpreds = 1 --interaction = 0 --interaction_only = 0 --mmscore = not in output --map = ./test.map --nids = estimated from data --chrom = 19 --out = coxph.robust --skipd = 2 --separat = " " --score = OFF --nohead = OFF --allcov = OFF --robust = ON Number of SNPs = 5 Actual number of people in phenofile = 200; using all of these Coxph model: ( fupt_chd , chd ) ~ sex + age + othercov + SNP_A1 Robust standard errors implemented for Cox regression Reading data ...nrow=3; ncol=3; nelements=9 nr=0: 0.161362 0.000110912 0.000223338 nr=1: 0.000110912 0.000109059 -5.20643e-05 nr=2: 0.000223338 -5.20643e-05 0.0190323 done PRINTING RESULT 0 0.108626 0.00110859 -0.00141207 0.000828373 0.000818671 -0.00104189 0.217185 -0.00157718 0.326601 -0.00532343 -3.54976 0.00513722 0.00316569 0.00345296 -4.43951 0.00308964 -0.00926921 0.0048376 -5.32859 0.00412922 -0.00553875 0.0055377 -6.21858 -0.00729193 -0.883342 0.00904963 0.00748577 -0.00943362 0.00622882 0.0101203 0.868826 -0.00577061 0.0112168 0.00839577 -0.00865092 -0.0101525 -1.77182 0.0108749 -0.0113963 0.0142734 0.00600617 0.0088835 0.304157 0.00909258 -3.56671 -0.0135531 -8.00882 0.014886 1.05889 -0.0203775 1.16621 -0.0211961 0.015865 -0.02606 0.0146228 0.0113798 0.0114457 0.0100339 0.0136837 -0.0197524 -0.0242282 -0.0172002 0.498442 0.00905394 0.0131057 0.0193919 0.0147261 -0.019167 -0.0176202 -0.0116699 1.27604 0.0187104 -0.0168501 -0.02234 0.0210237 -0.0126477 0.0217156 0.0284655 -0.0276491 0.0165073 -0.0131629 0.0144944 0.0262702 0.0192224 -0.0234223 0.0202816 -0.0210407 -0.0166962 0.0255441 0.0091687 0.0319537 -0.0193084 -0.0295434 -0.0201034 -11.5823 0.0341508 0.0138837 0.0184726 -0.017925 -0.0310128 -0.0179636 0.0229074 -0.0294027 -0.0231077 0.595276 -0.0199858 -0.0197374 0.0127281 -0.0307237 0.0217417 -0.0267367 -0.0203754 0.0166847 0.0314049 -0.0223133 0.019365 -12.4536 -0.0330738 -13.3408 0.0305101 -0.0308795 -0.0398657 -0.0362736 -0.0247197 -0.0359196 0.0180618 -6.19576 -0.0383258 0.0142994 0.031943 -0.0385981 -0.0490751 -14.2011 0.0369803 -0.0307971 -0.0495591 -0.0425912 0.014624 0.839043 0.0254799 -7.90265 0.0448304 -15.0366 0.0382956 0.0361717 0.038963 0.0637278 -0.0406921 0.0230864 0.0529146 0.0341516 -0.0841935 1.10635 0.0460772 0.0612053 0.0437673 0.0461537 0.0543415 1.93283 0.0544223 0.0494606 0.0660336 -0.0585652 0.0376833 -16.8356 -0.0798081 -17.7506 0.0424495 -0.107791 0.0591187 -0.117449 0.0396387 0.0549693 -0.0671866 0.0464398 -0.103994 0.0634433 0.0313676 -0.0802928 0.0547061 2.25503 -0.068717 -0.0793017 0.0943676 -9.6402 0.122885 0.095269 0.0740105 -0.100708 -0.125625 -19.5782 -0.11462 -20.4708 -0.125079 2.3827 -0.146503 -0.107171 0.168273 0.194209 0 -22.2626 -0.010929 -0.0613015 0.0113218 0.0063403 0.0780704 -13.3637 0.245365 30.9515 -0.887902 50.0283 -0.153245 0.0295182 0.0388015 -52.683 0.0645326 -1.59738 -0.0292609 -21.3242 0.123115 0.726139 0.0258171 -64.6529 0.663865 -3.11848 -0.0158556 0.0107634 0.54462 0.0524763 -0.0893377 -25.0234 2.04951 -0.105434 0.0359871 1.74886 0.863513 2.39422 -0.069642 0.386432 -0.247623 0.174579 0.0543733 -10.7207 0.100609 36.3772 1.20539 -198.599 0.0209775 153.553 -1.10193 1.76885 -0.293784 -0.0612735 -2.28332 0.049654 0.288489 0.169041 0.276084 0.17218 -2.23263 -1.90237 1.20718 55.9814 0.376853 0.170742 -0.151834 0.226166 0.810535 2.32904 2.46721 -137.048 0.262899 1.62979 -0.745808 -0.057501 2.96453 -0.34342 -0.634842 -3.12145 0.311643 2.05113 0.30353 -0.530874 0.014686 3.00696 -0.326986 -1.20481 2.61376 -0.719267 0.372471 -1.14129 0.595925 -3.88905 -1.041 -148.662 -1.50891 0.263221 -0.0720132 3.59281 -2.73089 1.40268 -0.0654587 -3.25948 0.117051 83.1035 2.92285 4.3864 0.311739 -1.43818 0.121049 -1.5361 3.17909 0.321112 -0.826553 4.37999 0.133497 69.3003 -4.33447 -12.9825 0.0892243 3.73783 -0.496162 -1.31333 3.7335 1.83399 0.338567 168.79 -0.499127 0.639152 -0.409655 -2.07306 -5.09174 -212.215 -0.438893 3.49328 -3.77181 -3.17943 0.627758 126.104 0.378123 48.5469 -0.462453 125.286 0.254626 0.616232 0.211389 -0.877232 4.09376 0.630883 -0.821709 0.0130547 -17.7141 48.6583 0.0480417 -1.08395 -0.0749056 0.182271 -0.820581 138.462 -0.412414 0.494841 -0.465641 2.44229 0.924274 -23.1065 -0.379115 -681.802 0.486958 -15.401 0.396298 -5.62836 1.07923 0.242495 6.03044 0.588234 -12.2143 0.0766408 1.12454 -1.02978 0.440252 -574.265 7.42734 4.96825 -1.30986 -60.1483 -1.22052 -1.34311 1.14399 2.26359 -2.90479 -1093.48 -1.5988 -667.368 4.82776 -179.939 9.40188 16.1186 -1.22421 -2.5698 0 0.419375 -0.000280278 -0.0204996 -0.00109843 9.27234e-05 -0.0167112 0.906725 0.0309426 -4.07871 -0.0474578 -3.81756 0.00682402 0.00245946 0.000545894 -1.74514 0.00552944 0.00875832 0.00097514 -6.57832 -0.00623658 -0.0310026 0.00612895 -6.37972 -0.00840889 1.50679 -0.0119546 0.00448251 0.0262811 0.00360167 -0.0133106 -2.67874 -0.0185186 0.00386112 -0.00907985 -0.0462556 -0.0796042 3.41568 -0.00776039 0.148014 -0.0112012 -0.00128377 0.00522576 2.51146 -0.00337333 1.38801 -0.00493705 0.424263 -0.00267882 6.65749 -0.0753494 -6.25581 -0.151693 0.0075367 -0.150944 0.00994182 -0.00755213 0.0176102 -0.00549552 -0.00420069 0.217343 -0.44387 -0.217172 3.4201 -0.0106408 0.0150329 0.00202896 -0.0140221 0.0054525 -0.139591 0.122315 0.88462 -0.0309823 0.208951 -0.0459638 -0.0179442 0.0689226 0.0331575 -0.00747018 0.0249745 -0.0363611 0.2332 -0.0302972 -0.0033565 -0.0073472 -0.513332 0.026637 0.210135 0.00932128 0.0190715 0.0105823 -0.0220854 0.0152102 -0.0796775 0.312094 -10.4074 0.049431 0.0020636 0.0441728 -0.120317 0.00561559 0.167676 -0.045645 0.109956 0.1459 1.26328 0.061096 -0.0336772 0.0178337 -0.449952 -0.0138265 0.383384 -0.0258668 0.000703061 0.0381903 -0.226033 0.0128882 9.82396 0.252243 -21.4162 -0.0642046 -0.231326 -0.295085 -0.0319138 0.27301 -0.337137 0.00812949 -3.36312 0.009256 -0.00847768 0.0244133 0.318648 0.114349 12.5793 0.041097 0.0484801 -0.0362381 0.654955 0.0127106 2.74928 0.01612 1.92598 0.0342011 4.60092 0.0188135 -0.0188186 -0.0232211 -0.0602776 0.382338 0.0422993 -0.0244224 0.0805562 0.990203 -0.160686 0.0183905 0.0306201 0.0203911 0.0454835 0.0858972 -13.0021 -0.00200346 -0.0623422 -0.106065 0.138905 -0.0699363 -14.4358 -0.195649 1.88089 0.132912 -0.623178 -0.0249496 -1.93679 0.0758441 0.0577531 0.225794 0.0759049 0.199993 -0.00146743 0.0257358 0.509158 0.0201 -18.4116 0.555206 0.187848 0.0516081 3.11568 -0.22437 0.0113447 -0.114021 1.06284 -1.68795 -9.53733 -0.22319 -30.1892 -0.389591 -0.505466 -1.44663 1.20979 -0.11228 -0.0219565 0 0.929388 2.28865e-05 0.000250343 1.80316e-05 1.78204e-05 -0.00898093 1.84396 0.0139985 -2.87221 0.000409118 -0.0611244 -0.005474 6.14775e-05 0.00307504 -0.050916 3.88949e-05 0.0809269 -0.00517602 5.68025 6.32541e-05 -0.0410783 0.00607831 -6.83124 0.00105472 0.927453 0.000165208 0.000136659 0.0834953 -0.00559357 0.000332664 -7.73343 0.00101473 0.0123527 -0.00889107 0.0772177 0.00178526 -1.6654 -0.0114597 0.102516 0.00132333 -0.00632912 0.000235075 2.62338 -0.00811807 2.17156 0.0787686 -0.210384 0.0165942 9.14621 0.00695505 -0.323089 0.0277703 -0.00790821 0.244126 0.00114035 0.000492577 0.000482616 -0.00964003 0.00210865 -0.171079 -0.17689 -0.148651 -0.231386 -0.00931945 0.000548925 -0.00224835 0.000600311 0.00636729 0.0296515 -0.1012 11.0392 0.0208996 0.00564526 -0.193627 0.000841754 -0.108437 0.000918081 0.0141416 0.00952221 0.000697886 -0.114087 -0.0149972 0.00119887 0.000769635 0.218922 -0.0208489 -0.181775 0.00575008 -0.026373 0.000377364 -0.033098 -0.167352 0.00879084 -0.147124 -12.778 -0.0356739 -0.0145029 0.000578575 0.0055339 0.21224 -0.154226 -0.0237752 0.00797624 0.00626856 -5.59075 0.00393087 0.181181 -0.0133259 -0.269945 0.000439243 0.0195041 0.00381705 0.000393127 0.000880636 0.204827 0.000434596 -0.668487 -0.28971 -0.252021 0.000349992 0.275658 0.355876 0.0294141 0.22067 0.32065 -0.0192895 6.45114 0.00466078 -0.0152357 -0.0340347 0.00539127 0.430685 -0.335322 0.000893288 -0.21804 0.00938975 0.00957616 -0.0152613 -1.0712 -0.0269082 7.73194 0.00180674 -0.390648 0.0015808 0.0153615 -0.0365139 0.072451 -0.299803 -0.0242355 -0.0555484 -0.0309947 0.0273261 -0.456459 0.00238824 0.00352059 -0.0456433 0.0526539 0.00256924 -16.8569 -0.0567555 0.00247905 0.00270951 -0.448531 -0.0392989 17.5987 0.0321639 -0.641934 0.00256562 -0.844801 0.00357308 1.02558 0.045445 0.0019542 0.0367175 0.00296439 0.0469762 0.0144569 -0.0322772 0.01759 0.00361584 -0.802787 0.0420282 0.0463992 0.109514 9.77126 0.146176 -0.0930283 0.00842609 0.947951 0.105337 -1.23256 -0.73856 -1.93367 -0.394819 -6.41764 -0.997767 -0.729894 -0.121886 0.066027 DONE PRINTING RESULT RESIDUALS END ROBUST nrow=4; ncol=4; nelements=16 nr=0: 0.162078 0.000126221 0.000519791 0.00514364 nr=1: 0.000126221 0.000109923 -3.93235e-05 0.000148156 nr=2: 0.000519791 -3.93235e-05 0.0189917 0.00238657 nr=3: 0.00514364 0.000148156 0.00238657 0.0391842 Analysis: 0.00 ...PRINTING RESULT 0 0.108627 0.00110854 -0.0014121 0.000828335 0.000818623 -0.00104215 0.217188 -0.00157674 0.326608 -0.00532358 -3.54975 0.00513821 0.00316548 0.00345214 -4.4395 0.00308937 -0.00926714 0.00483852 -5.32858 0.00412937 -0.0055398 0.00553601 -6.21857 -0.00729187 -0.883339 0.00905015 0.00748601 -0.00943126 0.00622958 0.0101199 0.868842 -0.00577043 0.0112136 0.00839741 -0.00864874 -0.0101525 -1.77182 0.0108771 -0.0113933 0.0142727 0.00600716 0.00888291 0.304157 0.00909378 -3.56671 -0.0135513 -8.00881 0.0148816 1.0589 -0.0203774 1.16623 -0.0211973 0.0158652 -0.0260538 0.0146216 0.011379 0.0114447 0.0100353 0.0136824 -0.0197568 -0.0242332 -0.0172043 0.498445 0.0090554 0.0131047 0.0193918 0.0147253 -0.0191667 -0.0176191 -0.0116721 1.27605 0.018705 -0.0168495 -0.0223452 0.0210227 -0.0126502 0.0217142 0.028463 -0.027649 0.0165065 -0.0131666 0.0144972 0.0262715 0.0192214 -0.0234169 0.0202851 -0.0210453 -0.0166957 0.025549 0.00916777 0.0319635 -0.0193127 -0.0295436 -0.0201066 -11.5823 0.0341575 0.013886 0.0184711 -0.0179247 -0.0310081 -0.0179689 0.0229121 -0.0294026 -0.0231073 0.595294 -0.0199853 -0.0197322 0.01273 -0.0307316 0.0217426 -0.0267381 -0.0203769 0.0166836 0.0314033 -0.0223078 0.0193655 -12.4535 -0.0330816 -13.3407 0.0305091 -0.0308721 -0.0398566 -0.0362727 -0.024713 -0.0359113 0.0180648 -6.19574 -0.0383291 0.0143016 0.0319489 -0.0386011 -0.049068 -14.2011 0.0369815 -0.0308021 -0.0495635 -0.0425899 0.0146259 0.839052 0.025484 -7.90264 0.0448318 -15.0365 0.0382929 0.0361685 0.0389687 0.063716 -0.0406992 0.0230917 0.0529249 0.0341552 -0.0841914 1.10635 0.0460741 0.0612018 0.0437748 0.0461393 0.0543378 1.93287 0.0544322 0.0494579 0.0660312 -0.0585766 0.0376901 -16.8356 -0.0798052 -17.7506 0.0424449 -0.107824 0.0591148 -0.117419 0.039625 0.0549653 -0.0671884 0.0464353 -0.10399 0.0634359 0.0313748 -0.080289 0.0547019 2.25503 -0.0687178 -0.0792964 0.0943388 -9.64018 0.12285 0.095294 0.074005 -0.100676 -0.12563 -19.5782 -0.114644 -20.4708 -0.125091 2.38272 -0.146524 -0.107183 0.168295 0.194206 0 -22.2627 -0.0109285 -0.061301 0.0113213 0.00634001 0.0780895 -13.3639 0.245294 30.9513 -0.887908 50.0278 -0.153274 0.0295166 0.0387928 -52.6836 0.0645276 -1.59698 -0.0292659 -21.325 0.123121 0.726272 0.0258101 -64.6539 0.663858 -3.1187 -0.015855 0.0107651 0.544489 0.0524839 -0.089333 -25.0246 2.04942 -0.105402 0.0359957 1.7484 0.863514 2.39385 -0.0696539 0.386341 -0.247608 0.174609 0.0543715 -10.7211 0.100624 36.3765 1.20524 -198.6 0.0209739 153.551 -1.10188 1.76732 -0.293768 -0.0612718 -2.28272 0.0496525 0.288471 0.169028 0.276126 0.172166 -2.23306 -1.90271 1.20748 55.9804 0.376916 0.17073 -0.15183 0.226156 0.810537 2.32889 2.46767 -137.049 0.262826 1.62973 -0.745943 -0.0574952 2.96508 -0.343395 -0.634784 -3.12136 0.311631 2.0517 0.30359 -0.530897 0.0146881 3.00626 -0.32704 -1.20503 2.61368 -0.719402 0.372435 -1.14164 0.596074 -3.88898 -1.04113 -148.664 -1.5092 0.263267 -0.0720047 3.59271 -2.73041 1.4031 -0.0654688 -3.25939 0.117076 83.104 2.92276 4.38521 0.311787 -1.43849 0.121057 -1.53612 3.17931 0.321093 -0.826507 4.37886 0.133503 69.2986 -4.33537 -12.9842 0.0892253 3.7369 -0.496001 -1.31324 3.73245 1.83356 0.338626 168.789 -0.499141 0.639254 -0.409729 -2.07317 -5.09089 -212.217 -0.438906 3.49382 -3.77209 -3.17929 0.627843 126.105 0.378184 48.5469 -0.462469 125.285 0.254606 0.616175 0.211417 -0.877073 4.09446 0.631026 -0.821871 0.0130542 -17.7137 48.6585 0.0480353 -1.08389 -0.0749213 0.182211 -0.820528 138.462 -0.412492 0.494809 -0.465629 2.44275 0.924436 -23.1075 -0.379135 -681.803 0.486902 -15.406 0.39627 -5.62702 1.07885 0.242475 6.03066 0.588176 -12.214 0.0766296 1.1248 -1.02977 0.440215 -574.265 7.42755 4.96799 -1.30945 -60.1479 -1.22017 -1.34346 1.1439 2.26291 -2.90497 -1093.48 -1.59895 -667.369 4.82853 -179.94 9.40347 16.1206 -1.22435 -2.56973 0 0.419365 -0.000280255 -0.0204996 -0.00109837 9.27272e-05 -0.016715 0.906708 0.0309335 -4.07874 -0.0474581 -3.81757 0.00682536 0.00245931 0.000545775 -1.74514 0.00552898 0.00875628 0.000975331 -6.57832 -0.00623682 -0.031008 0.00612709 -6.37971 -0.00840877 1.50679 -0.0119553 0.00448264 0.0262739 0.0036021 -0.0133102 -2.67873 -0.0185179 0.00385998 -0.00908166 -0.0462434 -0.0796032 3.4157 -0.00776198 0.147972 -0.0112007 -0.001284 0.0052254 2.51147 -0.00337383 1.38805 -0.00493702 0.424294 -0.00267814 6.6575 -0.0753496 -6.25575 -0.151701 0.00753667 -0.150908 0.00994092 -0.00755172 0.0176086 -0.0054964 -0.00420041 0.217387 -0.443959 -0.217222 3.42015 -0.0106426 0.0150316 0.00202876 -0.0140215 0.0054507 -0.139582 0.122336 0.884707 -0.0309737 0.208938 -0.0459761 -0.0179436 0.0689338 0.0331552 -0.00746989 0.0249714 -0.0363596 0.233261 -0.0303031 -0.00335698 -0.00734704 -0.513209 0.0266414 0.210175 0.00931927 0.0190749 0.0105812 -0.0220926 0.0152114 -0.0796798 0.312138 -10.4073 0.0494404 0.00206379 0.0441691 -0.120315 0.00561163 0.167722 -0.0456547 0.109951 0.145893 1.26338 0.0610917 -0.0336697 0.0178362 -0.450063 -0.0138274 0.383395 -0.0258702 0.000702824 0.0381881 -0.225975 0.0128883 9.82407 0.252295 -21.4161 -0.064203 -0.231269 -0.295016 -0.0319156 0.272929 -0.337056 0.00813066 -3.36306 0.00925427 -0.00847913 0.0244176 0.318666 0.114328 12.5794 0.0410981 0.0484863 -0.0362428 0.654926 0.0127122 2.74933 0.0161226 1.92601 0.0342022 4.601 0.0188122 -0.0188169 -0.0232245 -0.0602664 0.382404 0.042309 -0.0244271 0.0805648 0.990178 -0.160683 0.0183894 0.0306186 0.0203947 0.0454694 0.0858915 -13.0022 -0.00200352 -0.0623384 -0.106061 0.138935 -0.0699486 -14.4357 -0.19564 1.88091 0.132898 -0.62337 -0.0249475 -1.93632 0.0758181 0.0577491 0.225806 0.0758979 0.199993 -0.00146682 0.0257419 0.509144 0.0200988 -18.4117 0.555231 0.187848 0.0515937 3.11561 -0.224302 0.0113498 -0.114011 1.06253 -1.68804 -9.5374 -0.22322 -30.1893 -0.389609 -0.505586 -1.44682 1.20996 -0.112291 -0.0219517 0 0.930422 2.28334e-05 0.000249803 1.79918e-05 1.77808e-05 -0.00899298 1.84604 0.014008 -2.875 0.000406276 -0.0608858 -0.0054812 6.12598e-05 0.00307797 -0.0556085 3.86803e-05 0.0809856 -0.00518279 5.6806 6.76263e-05 -0.0411383 0.00608232 -6.83781 0.00105076 0.928503 0.000174782 0.000144574 0.0835533 -0.00560169 0.000331971 -7.74089 0.00101156 0.012361 -0.00890281 0.0772711 0.00177975 -1.66728 -0.0114749 0.102586 0.00132235 -0.00633731 0.000234488 2.62636 -0.00812992 2.17175 0.0788759 -0.218863 0.0166051 9.15649 0.00694497 -0.322486 0.0279598 -0.00792703 0.244298 0.00113939 0.000491869 0.000481896 -0.00965326 0.00210763 -0.17131 -0.177164 -0.148854 -0.235863 -0.00933167 0.000548056 -0.00224957 0.00059935 0.00635701 0.02964 -0.101334 11.0517 0.0209133 0.00563569 -0.193891 0.000840332 -0.108582 0.000916592 0.0141704 0.00950681 0.000696767 -0.114124 -0.0150173 0.00122661 0.000768329 0.219075 -0.0208766 -0.18202 0.00574065 -0.0264084 0.000376723 -0.0331103 -0.167578 0.00877449 -0.147345 -12.7901 -0.035722 -0.014522 0.000577026 0.00552152 0.212474 -0.154281 -0.0238077 0.00795608 0.00625263 -5.59599 0.0039145 0.181299 -0.0133433 -0.270322 0.000461495 0.0197331 0.0039912 0.000391479 0.000877541 0.204964 0.00045441 -0.667365 -0.29011 -0.250653 0.000346184 0.275839 0.356114 0.0293758 0.220808 0.320864 -0.0193152 6.45879 0.00496612 -0.0152561 -0.0340812 0.00569882 0.43145 -0.333879 0.000930213 -0.218377 0.00977831 0.00953243 -0.0152817 -1.07049 -0.0269446 7.74174 0.00185222 -0.406071 0.00157612 0.015397 -0.0365682 0.072575 -0.300226 -0.0242438 -0.0556257 -0.0310409 0.0272525 -0.455548 0.00238251 0.00351299 -0.0457062 0.0526843 0.0025625 -16.8728 -0.0568344 0.00247282 0.00270127 -0.449162 -0.0393534 17.6195 0.0320855 -0.659881 0.00255951 -0.845182 0.00356474 1.02622 0.0454687 0.00194652 0.0372277 0.00295774 0.0468664 0.0144465 -0.0322888 0.0175056 0.00360805 -0.821208 0.0425604 0.0463088 0.109574 9.77221 0.146257 -0.0930641 0.00841641 0.948463 0.106342 -1.23077 -0.738755 -1.93234 -0.394774 -6.41678 -0.999155 -0.730885 -0.122053 0.0662812 DONE PRINTING RESULT RESIDUALS END ROBUST nrow=4; ncol=4; nelements=16 nr=0: 0.162078 0.000126254 0.000519935 0.0051397 nr=1: 0.000126254 0.000109923 -3.93388e-05 0.000148086 nr=2: 0.000519935 -3.93388e-05 0.0189924 0.00238463 nr=3: 0.0051397 0.000148086 0.00238463 0.0391103 PRINTING RESULT 0 0.109002 0.00109471 -0.00143888 0.00081627 0.000800755 -0.00118611 0.218229 -0.00138227 0.329068 -0.00545022 -3.54726 0.00567788 0.00307941 0.00306883 -4.43622 0.00297532 -0.00838857 0.00534035 -5.32432 0.00405079 -0.0060264 0.00480352 -6.21493 -0.00731568 -0.881722 0.00897418 0.00731847 -0.00842051 0.00655175 0.0100417 0.874973 -0.0057234 0.00982868 0.00930275 -0.00771752 -0.010242 -1.77204 0.0120652 -0.010087 0.0137717 0.00654891 0.00844111 0.304086 0.00961454 -3.56429 -0.0124995 -8.00402 0.013014 1.06177 -0.0205567 1.17212 -0.0211278 0.01604 -0.0235023 0.0141882 0.0110876 0.0110336 0.010732 0.0129546 -0.022151 -0.026705 -0.0194874 0.500563 0.00986512 0.0126761 0.0193468 0.0144359 -0.0191927 -0.0170061 -0.0128996 1.28189 0.0164314 -0.0166702 -0.0252464 0.0207432 -0.0140064 0.0211866 0.0264685 -0.0278814 0.0162933 -0.0145085 0.0160294 0.0259555 0.0188798 -0.0212006 0.0222192 -0.0235644 -0.0166287 0.028245 0.00877133 0.0358003 -0.0217042 -0.0299223 -0.0215686 -11.5758 0.0378648 0.0151474 0.0178505 -0.0179464 -0.028727 -0.0200084 0.0255594 -0.0296365 -0.0231165 0.603108 -0.0199458 -0.0175603 0.0137386 -0.035224 0.0213877 -0.0262749 -0.0203992 0.0162443 0.0308685 -0.0200131 0.0188683 -12.4437 -0.0374341 -13.3291 0.03037 -0.0278163 -0.0361397 -0.0355751 -0.0218972 -0.0325164 0.0197067 -6.18666 -0.0387042 0.0155469 0.0352001 -0.0387853 -0.0443017 -14.1904 0.036198 -0.0332586 -0.0501092 -0.042444 0.0157189 0.843992 0.0277725 -7.89644 0.043908 -15.0278 0.0373317 0.0337741 0.0416235 0.0563328 -0.0444692 0.0248216 0.0587422 0.0356648 -0.0841822 1.10692 0.0449993 0.0601149 0.047998 0.0399886 0.05301 1.95078 0.0600307 0.0486832 0.0656375 -0.0652187 0.041553 -16.8264 -0.0795761 -17.7485 0.040517 -0.121519 0.057898 -0.105637 0.0337914 0.0534842 -0.0660681 0.0447377 -0.103627 0.0597116 0.0338042 -0.0795122 0.0532334 2.25798 -0.067124 -0.0780497 0.0823903 -9.63367 0.108571 0.104775 0.0724386 -0.0876132 -0.125459 -19.5818 -0.121408 -20.4781 -0.124504 2.38871 -0.158582 -0.11381 0.181176 0.186066 0 -22.2778 -0.010758 -0.0617773 0.0111919 0.00623395 0.0888525 -13.4453 0.21442 30.8517 -0.901097 49.8216 -0.169164 0.0289186 0.0346937 -52.9525 0.0623737 -1.43279 -0.0320011 -21.6844 0.121143 0.788833 0.0227411 -65.1272 0.666658 -3.21819 -0.0150042 0.0111265 0.48877 0.0557708 -0.0878911 -25.6169 2.025 -0.0916185 0.0406917 1.55649 0.873119 2.2239 -0.0763059 0.347009 -0.237927 0.191031 0.0524071 -10.9108 0.107244 36.0571 1.11455 -199.231 0.0194007 152.534 -1.09291 1.056 -0.277991 -0.0607553 -2.03468 0.0492917 0.282085 0.16389 0.29628 0.164087 -2.47801 -2.07008 1.37382 55.6225 0.411589 0.166178 -0.150143 0.222906 0.819398 2.24718 2.72161 -137.703 0.232216 1.61385 -0.823125 -0.0552665 3.27393 -0.333733 -0.588765 -3.11409 0.30898 2.25752 0.337052 -0.522969 0.015802 2.72002 -0.356844 -1.32792 2.59936 -0.793781 0.357192 -1.27691 0.679385 -3.8999 -1.09792 -149.512 -1.67162 0.288474 -0.068376 3.58465 -2.49652 1.56414 -0.0712806 -3.24693 0.129956 83.2599 2.90787 3.88498 0.337757 -1.61625 0.120704 -1.48326 3.17205 0.314063 -0.81094 3.91213 0.131529 68.4681 -4.84743 -13.7811 0.0906519 3.35074 -0.429067 -1.2603 3.28868 1.66094 0.370926 168.4 -0.488758 0.696185 -0.450603 -2.05502 -4.54645 -212.905 -0.42921 3.75463 -3.78234 -3.14228 0.675612 126.171 0.412611 48.4157 -0.453053 124.678 0.248058 0.57529 0.225638 -0.775837 4.46759 0.678267 -0.912636 0.0134499 -17.6972 48.5805 0.0465871 -1.06504 -0.0824946 0.157626 -0.800835 138.528 -0.455378 0.486571 -0.46336 2.71825 1.01869 -23.7568 -0.378295 -682.579 0.464935 -17.4313 0.388487 -5.07683 0.919833 0.236359 5.9621 0.566804 -12.2179 0.0727092 1.21153 -1.01807 0.428699 -575.195 7.3018 4.92242 -1.14235 -60.0447 -1.0783 -1.47672 1.11822 1.97678 -2.92759 -1094.21 -1.65293 -667.931 4.9052 -180.336 10.3194 17.3071 -1.31068 -2.45339 0 0.412962 -0.000269365 -0.0207204 -0.00107732 9.62631e-05 -0.0188778 0.89659 0.0270241 -4.09484 -0.0481243 -3.82677 0.00756177 0.00240175 0.000493011 -1.75291 0.00533379 0.00798673 0.00108603 -6.58401 -0.00611828 -0.0334884 0.00532525 -6.38475 -0.00835578 1.50742 -0.0118622 0.00438671 0.0233324 0.00379223 -0.0132153 -2.68409 -0.0182721 0.00338351 -0.0100699 -0.0410421 -0.0798635 3.42303 -0.00862197 0.130254 -0.0108221 -0.0014042 0.00496437 2.51098 -0.00357889 1.40303 -0.0046844 0.428595 -0.00236828 6.6519 -0.0760502 -6.23948 -0.150981 0.00758066 -0.136029 0.00961333 -0.00739226 0.0169557 -0.0059102 -0.0040141 0.242108 -0.487584 -0.24535 3.44371 -0.0116349 0.0145054 0.0019592 -0.0138033 0.00488512 -0.134543 0.134166 0.910796 -0.0272925 0.205057 -0.0525156 -0.0178 0.0754487 0.0322849 -0.00705754 0.0241129 -0.0359785 0.255183 -0.033592 -0.00342331 -0.00729715 -0.462877 0.0291107 0.233293 0.00867518 0.0209874 0.0100947 -0.0249046 0.0162767 -0.0812752 0.332332 -10.3799 0.0546988 0.00219303 0.0426474 -0.120282 0.00422163 0.184908 -0.05107 0.109144 0.14426 1.2972 0.0599207 -0.0302904 0.0192149 -0.513252 -0.013693 0.373251 -0.0263417 0.000624493 0.0374554 -0.201897 0.0124981 9.85825 0.282089 -21.3816 -0.0640924 -0.207417 -0.266285 -0.0321128 0.23907 -0.303537 0.00880519 -3.33901 0.00839411 -0.00927093 0.0268297 0.316724 0.101387 12.6106 0.0401865 0.0515127 -0.0372008 0.648024 0.0136414 2.77104 0.0175442 1.93637 0.0334839 4.62646 0.0183436 -0.0175726 -0.0248088 -0.0532886 0.417417 0.0454857 -0.027114 0.0841382 0.989097 -0.158952 0.0180062 0.0301356 0.0224109 0.0394479 0.0838443 -13.0448 -0.00209449 -0.0612606 -0.105289 0.155758 -0.0770279 -14.4242 -0.194221 1.88275 0.126897 -0.703186 -0.0242623 -1.74769 0.0647099 0.0563052 0.224416 0.0732015 0.202347 -0.00121767 0.0278106 0.508146 0.0196923 -18.4424 0.548815 0.1897 0.0455168 3.09216 -0.197167 0.0133399 -0.110904 0.936505 -1.68841 -9.57035 -0.230501 -30.2374 -0.38269 -0.559255 -1.56729 1.30531 -0.119254 -0.0194538 0 1.03909 -9.94215e-05 -0.00104619 -7.32165e-05 -7.18248e-05 -0.0113716 0.181049 0.0110431 -2.60628 -0.00454754 -3.13125 -0.00676187 -0.000219631 0.00261206 0.457458 -0.000306958 0.0659202 -0.00639669 6.36024 -0.00040575 -0.00732935 0.00477555 -6.18669 -0.00573238 1.03949 -0.00086893 -0.000708615 0.0671018 -0.00065649 -0.000565572 -7.01275 -0.00436413 0.00980916 -0.0110459 0.0620261 -0.00780957 -1.57581 -0.0142748 0.0816754 0.012489 -0.00774826 0.00845165 0.16558 -0.000995182 2.62013 0.102769 0.708292 0.0131478 0.736266 -0.0130103 0.776381 0.0111422 0.00678109 0.198917 -0.000516702 -0.000788726 -0.000797244 -0.00600385 0.011135 -0.214375 -0.0160869 -0.188051 0.25281 -0.0113948 -0.000912776 -0.00349496 -0.00103949 -0.011516 0.143589 -0.124758 -10.6851 0.0167269 -0.0098278 -0.243537 -0.00147023 -0.132109 -0.0014542 0.0260549 -0.0161775 -0.00111833 -0.139955 -0.018572 -0.00169429 -0.0013593 0.179512 -0.0253702 -0.226433 -0.00980337 -0.0325986 -0.000611867 -0.0415189 -0.209368 -0.0184769 -0.0183429 -11.6613 -0.0441341 -0.0176553 -0.00136546 -0.0103958 0.193402 -0.190458 -0.0296194 -0.018546 -0.0146809 -5.12876 -0.0136058 0.146264 -0.0159444 -0.34177 -0.00180984 0.0788828 -0.0141044 -0.00133819 -0.00236994 0.166693 -0.0015755 0.434303 -0.361633 1.18903 -0.00289087 0.224622 0.291835 0.275931 0.176824 0.262576 -0.0234143 7.20261 -0.0283894 -0.0184423 -0.0417557 -0.0277538 0.352573 1.23801 -0.0031041 -0.033031 -0.0334706 -0.0253662 -0.0183045 -6.39959 -0.0327902 8.66522 -0.0030054 1.23373 -0.00238946 0.0187442 -0.00967366 0.0587623 -0.252988 -0.0290131 -0.0687285 -0.00447416 -0.0383909 0.42622 -0.00233162 -0.00195194 -0.0556838 0.0419294 -0.00298796 -15.5326 -0.0694482 -0.00256417 -0.00382999 -0.554713 -0.0480717 1.22604 -0.0289773 1.25375 -0.00172389 -1.06404 -0.00246341 0.8525 0.0356215 -0.00324314 -0.0146575 -0.0018023 -0.0337532 0.0619329 -0.0386644 -0.039663 -0.00196401 1.22105 -0.0212356 -0.0267742 0.0867423 11.0507 0.114574 -0.118667 -0.00174009 0.737001 -0.0386553 1.25835 0.00379711 0.934425 1.25862 -3.93171 -1.38921 -0.996996 -0.167144 0.0284529 DONE PRINTING RESULT RESIDUALS END ROBUST nrow=4; ncol=4; nelements=16 nr=0: 0.163226 0.000138622 0.000950867 0.00845782 nr=1: 0.000138622 0.000109237 -4.32968e-05 0.000121561 nr=2: 0.000950867 -4.32968e-05 0.0193067 0.00315138 nr=3: 0.00845782 0.000121561 0.00315138 0.0380591 PRINTING RESULT 0 0.108674 0.00110786 -0.00141419 0.000827653 0.000817365 -0.00104986 0.217295 -0.00156355 0.326824 -0.00533314 -3.54951 0.00516579 0.003159 0.00344565 -4.4392 0.00307952 -0.00921788 0.00486378 -5.3282 0.00412358 -0.00556999 0.00548979 -6.2182 -0.00729009 -0.883225 0.00904708 0.00747318 -0.00936883 0.00625105 0.0101191 0.869384 -0.00576313 0.0111311 0.00844445 -0.00859108 -0.0101565 -1.77172 0.0109396 -0.0113091 0.0142657 0.00603197 0.0088665 0.304202 0.00912892 -3.5665 -0.013493 -8.00834 0.0147696 1.05925 -0.0203855 1.1668 -0.0211928 0.0161482 -0.02591 0.0145903 0.0113577 0.0114114 0.0100736 0.0136513 -0.0198722 -0.0244047 -0.017322 0.498631 0.00909205 0.0130708 0.019462 0.0147062 -0.019163 -0.0176009 -0.0117233 1.27657 0.0185725 -0.0168245 -0.0224905 0.0210088 -0.0127094 0.0216766 0.0283777 -0.0276593 0.0164962 -0.0132201 0.0145766 0.026256 0.0192001 -0.0232938 0.020379 -0.021164 -0.0166817 0.0256895 0.0091343 0.0321795 -0.0194299 -0.0295691 -0.020193 -11.5817 0.0343527 0.0139432 0.018421 -0.0179168 -0.0310895 -0.0180592 0.0230573 -0.0294086 -0.023093 0.595799 -0.0199683 -0.0195916 0.0127692 -0.030968 0.02172 -0.0267052 -0.0203638 0.0166498 0.0313697 -0.0221662 0.0193259 -12.4528 -0.0332919 -13.3399 0.0305107 -0.0306829 -0.0396369 -0.0362687 -0.0245218 -0.0357084 0.0181375 -6.19522 -0.0383287 0.0143541 0.0321086 -0.0385825 -0.0487763 -14.2004 0.0369201 -0.0309409 -0.0495709 -0.0425417 0.0146643 0.839242 0.0255837 -7.90238 0.0447595 -15.036 0.0382227 0.0366542 0.0391371 0.0632939 -0.0419413 0.0231508 0.053226 0.0342403 -0.0841225 1.10638 0.0459937 0.0611323 0.0439749 0.0457476 0.0542365 1.93402 0.0547141 0.0494064 0.0660408 -0.0588704 0.0378836 -16.835 -0.0797532 -17.7504 0.0422829 -0.108522 0.0590359 -0.116755 0.0392328 0.0548813 -0.0670605 0.0463 -0.103931 0.063289 0.0314688 -0.0802417 0.0545961 2.25536 -0.0685514 -0.0791753 0.0936308 -9.63992 0.122084 0.0957902 0.0739208 -0.0998164 -0.125613 -19.5784 -0.115084 -20.4712 -0.125252 2.38323 -0.147132 -0.107419 0.169005 0.193766 0 -22.2651 -0.0109184 -0.0613211 0.0113157 0.00633362 0.078662 -13.371 0.243166 30.9424 -0.888802 50.0113 -0.154083 0.0294732 0.0387389 -52.7048 0.0643411 -1.58726 -0.0293975 -21.3526 0.122978 0.730072 0.0256251 -64.6893 0.663671 -3.12558 -0.0157966 0.010792 0.541039 0.0527057 -0.0892718 -25.068 2.04601 -0.104565 0.0362518 1.73623 0.86389 2.38217 -0.0699924 0.383841 -0.247417 0.175378 0.054328 -10.7341 0.101073 36.3552 1.20011 -198.646 0.0209017 153.479 -1.10087 1.71564 -0.292613 -0.062281 -2.26792 0.0496277 0.288007 0.168608 0.277248 0.171858 -2.24419 -1.9142 1.21597 55.957 0.37851 0.170366 -0.152286 0.225952 0.81085 2.32619 2.47788 -137.094 0.261072 1.62729 -0.749504 -0.0573541 2.97816 -0.342709 -0.632771 -3.11995 0.311537 2.05966 0.305344 -0.530479 0.0147698 2.99009 -0.328469 -1.21038 2.61101 -0.723267 0.371142 -1.14925 0.600242 -3.88934 -1.04428 -148.723 -1.51775 0.264435 -0.0717248 3.59013 -2.73501 1.41021 -0.0657759 -3.25731 0.11788 83.1133 2.91954 4.3525 0.312825 -1.44766 0.121037 -1.53245 3.17642 0.320538 -0.825533 4.34969 0.133326 69.2447 -4.35967 -13.0324 0.0893229 3.71271 -0.492075 -1.31154 3.70214 1.82305 0.340063 168.772 -0.498569 0.641655 -0.411767 -2.07086 -5.05783 -212.253 -0.438209 3.50835 -3.7716 -3.17481 0.629511 126.107 0.379632 48.5576 -0.46184 125.261 0.254007 0.62432 0.212196 -0.87147 4.21868 0.632558 -0.826721 0.01297 -17.7026 48.6701 0.0478067 -1.08283 -0.0754002 0.180517 -0.819155 138.475 -0.414775 0.494143 -0.465874 2.45415 0.929055 -23.1395 -0.380119 -681.846 0.484978 -15.512 0.395662 -5.59809 1.06808 0.242038 6.0208 0.586387 -12.2122 0.0763842 1.12808 -1.03015 0.439288 -574.336 7.41221 4.9619 -1.29966 -60.1291 -1.21265 -1.3505 1.14243 2.24359 -2.9072 -1093.53 -1.60286 -667.413 4.84201 -179.976 9.45035 16.167 -1.22912 -2.56339 0 0.418931 -0.000279574 -0.020515 -0.00109714 9.29773e-05 -0.0168268 0.905969 0.030663 -4.07991 -0.0475033 -3.81836 0.00686359 0.00245512 0.000545521 -1.74589 0.00551224 0.00871683 0.000981281 -6.579 -0.00622797 -0.0311547 0.00607703 -6.3804 -0.00839666 1.50679 -0.0119514 0.00447579 0.0260911 0.0036152 -0.0133094 -2.67949 -0.0184823 0.00383236 -0.00913275 -0.045907 -0.0795872 3.41591 -0.00780676 0.146805 -0.0111956 -0.00128922 0.00521633 2.51127 -0.00338709 1.38879 -0.0049172 0.424093 -0.00265904 6.6566 -0.0753598 -6.25534 -0.15162 0.00766972 -0.150032 0.00991852 -0.00753923 0.0175571 -0.00551879 -0.00419263 0.218539 -0.446921 -0.218625 3.42143 -0.0106878 0.0149915 0.0020331 -0.0140064 0.00542162 -0.139398 0.122801 0.885774 -0.0307596 0.208505 -0.0462922 -0.017937 0.0692038 0.0330952 -0.00745362 0.0249227 -0.0363422 0.234081 -0.0304738 -0.00336047 -0.00734319 -0.51032 0.0267621 0.21123 0.00927907 0.0191756 0.0105413 -0.0222496 0.015264 -0.0797626 0.313303 -10.406 0.0497184 0.00206942 0.044048 -0.120237 0.00556785 0.168451 -0.0459515 0.109868 0.145691 1.26545 0.0609713 -0.0334496 0.0178894 -0.453355 -0.0138187 0.38268 -0.0258786 0.000697709 0.0381426 -0.224468 0.0128585 9.826 0.253698 -21.4139 -0.0642188 -0.229796 -0.29332 -0.0319751 0.270617 -0.33505 0.00815901 -3.36126 0.00917516 -0.00851424 0.0245333 0.318287 0.1135 12.5819 0.0410232 0.0486345 -0.0363245 0.653901 0.0127428 2.7512 0.0161801 1.92812 0.0341367 4.60364 0.0187684 -0.0190782 -0.0233339 -0.0598816 0.394031 0.0424115 -0.0245785 0.0807566 0.989293 -0.15943 0.0183512 0.0305755 0.020482 0.0450768 0.085723 -13.004 -0.00201518 -0.0622734 -0.106076 0.139643 -0.0703071 -14.4344 -0.195531 1.8813 0.13239 -0.627526 -0.0249059 -1.92594 0.0750688 0.0576649 0.225518 0.0756787 0.200046 -0.00145566 0.0258216 0.509099 0.0200656 -18.4141 0.554331 0.187879 0.0512392 3.11515 -0.222819 0.0114642 -0.113831 1.05441 -1.688 -9.5397 -0.223651 -30.1929 -0.389675 -0.509312 -1.45268 1.21399 -0.112642 -0.0217679 0 0.94148 2.26157e-05 0.000247927 1.78248e-05 1.76033e-05 -0.00915285 1.86835 0.0140214 -2.9037 0.000387156 -0.0591086 -0.00557758 5.95401e-05 0.00332663 -0.0532952 3.3474e-05 0.0812989 -0.00527298 5.74933 6.07045e-05 -0.0418648 0.00609079 -6.90436 0.000951488 0.940002 0.000159301 0.000131587 0.0837582 -0.00568827 0.000326082 -7.81652 0.000981679 0.0123892 -0.00906272 0.0774544 0.00173003 -1.78512 -0.0116834 0.102751 0.00131299 -0.00643535 0.000228603 2.65919 -0.00826993 2.20228 0.0791748 -0.204977 0.0166367 9.26835 0.00663716 -0.315775 0.0278116 -0.00477273 0.24511 0.00112636 0.000482679 0.000472191 -0.00981071 0.00210827 -0.174403 -0.180545 -0.151697 -0.226946 -0.00948935 0.000535982 -0.00133695 0.000586584 0.00640135 0.0296404 -0.103022 11.1897 0.0209572 0.0054965 -0.197552 0.000820669 -0.110328 0.000895293 0.0142299 0.00929518 0.000681331 -0.115999 -0.0152932 0.00117261 0.000750017 0.219828 -0.0212439 -0.185306 0.00560604 -0.0268948 0.00036704 -0.0337614 -0.170486 0.00882954 -0.149766 -12.9074 -0.0363932 -0.0147715 0.000553005 0.0053336 0.238214 -0.157026 -0.024272 0.0076538 0.00579404 -5.64819 0.00368391 0.181525 -0.0135599 -0.275796 0.000431672 0.0193975 0.00356664 0.000368195 0.000834234 0.20538 0.000405735 -0.651657 -0.295623 -0.231241 0.000291726 0.276371 0.357022 0.0291596 0.220875 0.321637 -0.0196505 6.54556 0.00399225 -0.0155198 -0.0347161 0.00471544 0.432292 -0.309999 0.000800941 -0.222319 0.00843166 0.0087404 -0.0155386 -1.06322 -0.0274386 7.85286 0.0016597 -0.359413 0.00152925 0.0241101 -0.0373052 0.0725968 -0.207528 -0.0246747 -0.0567901 -0.0315858 0.0244442 -0.428791 0.00224939 0.00333759 -0.0465881 0.0526285 0.00240565 -17.0944 -0.057933 0.00230418 0.00270479 -0.457852 -0.0401123 17.851 0.0310737 -0.619994 0.00250023 -0.862208 0.00349086 1.02981 0.0454145 0.00225185 0.0359951 0.0028949 0.0459312 0.0144816 -0.0328124 0.0223205 0.00353713 -0.785709 0.0417144 0.046779 0.109774 9.90464 0.146808 -0.0946542 0.00846481 0.950325 0.106043 -1.26753 -0.750949 -1.93255 -0.400695 -6.46609 -1.01323 -0.740862 -0.123892 0.0667446 DONE PRINTING RESULT RESIDUALS END ROBUST nrow=4; ncol=4; nelements=16 nr=0: 0.162093 0.000126117 0.000513513 0.00516328 nr=1: 0.000126117 0.000109872 -4.09317e-05 0.000140069 nr=2: 0.000513513 -4.09317e-05 0.0189858 0.0022142 nr=3: 0.00516328 0.000140069 0.0022142 0.0385263 PRINTING RESULT 0 0.10807 0.00113137 -0.00153096 0.000855205 0.000827796 -0.00123505 0.217072 -0.00146484 0.325996 -0.00574855 -3.55211 0.00561823 0.0031436 0.00324788 -4.44054 0.00304185 -0.0089938 0.0053646 -5.32939 0.00426752 -0.0044763 0.00505499 -6.22065 -0.00771157 -0.882456 0.00938164 0.00753147 -0.00906328 0.00465467 0.010376 0.867458 -0.00608388 0.0103821 0.00946844 -0.0084077 -0.0108707 -1.77264 0.0122209 -0.0107444 0.010432 0.00665021 0.00614737 0.306402 0.00693319 -3.56554 -0.00933883 -8.01078 0.0138389 1.06107 -0.0216942 1.16278 -0.0223022 0.012014 -0.0254706 0.0146009 0.0115808 0.0112823 0.00900528 0.0099943 -0.0223852 -0.0196876 -0.0202521 0.496976 0.0101091 0.012996 0.019881 0.0150746 -0.02019 -0.0127834 -0.0131365 1.2814 0.0176978 -0.0173277 -0.0258732 0.0215518 -0.0142608 0.0215168 0.0194729 -0.0291835 0.0171965 -0.014635 0.0164752 0.0267147 0.0195495 -0.0234388 0.0219362 -0.0238351 -0.0175188 0.0280419 0.00903336 0.0359653 -0.0222112 -0.0314181 -0.0155327 -11.5855 0.0372424 0.0152479 0.0180124 -0.0190209 -0.0306823 -0.0202843 0.0260985 -0.0308756 -0.024083 0.597575 -0.0208958 -0.0190049 0.0136537 -0.0364518 0.0221672 -0.0235175 -0.0214698 0.016784 0.0312941 -0.0218338 0.0193453 -12.4538 -0.0377859 -13.3402 0.0318388 -0.0302154 -0.039131 -0.0269933 -0.0233481 -0.0353328 0.0197566 -6.19043 -0.0405151 0.0158009 0.034979 -0.0402205 -0.0473832 -14.2004 0.0368314 -0.0243718 -0.0525148 -0.0436431 0.0157751 0.856324 0.0277944 -7.90251 0.0448002 -15.0399 0.0382705 0.035499 0.0312901 0.059758 -0.0453017 0.0246131 0.0589025 0.0252423 -0.0862835 1.09665 0.0460946 0.0609707 0.0478532 0.041849 0.0535949 1.93163 0.060011 0.0506306 0.0682328 -0.06621 0.0424364 -16.8575 -0.0832659 -17.7619 0.0406387 -0.124125 0.0597875 -0.115278 0.0352464 0.0544997 -0.0689061 0.0454557 -0.107739 0.0436069 0.0338432 -0.0824653 0.0546265 2.24656 -0.0706128 -0.0825174 0.0866242 -9.62961 0.117501 0.105814 0.0764004 -0.0963322 -0.137764 -19.576 -0.0941237 -20.4616 -0.0701328 2.37998 -0.175186 -0.123524 0.18773 0.196695 0 -22.2749 -0.011102 -0.066224 0.0117175 0.00644146 0.093332 -13.4961 0.229145 30.8118 -0.958363 49.8492 -0.167231 0.0294778 0.0366662 -52.9155 0.0636788 -1.54906 -0.0321601 -21.6008 0.127433 0.589765 0.023825 -64.9591 0.706443 -3.14182 -0.0160023 0.0111725 0.527621 0.0394188 -0.0910961 -25.3563 2.16727 -0.097111 0.0409882 1.70608 0.930306 2.3269 -0.0777067 0.36891 -0.180479 0.193542 0.0378862 -10.9084 0.0770077 36.2184 0.834984 -198.917 0.020038 153.877 -1.16827 1.41542 -0.302837 -0.0459601 -2.22727 0.0500961 0.29395 0.167005 0.248063 0.126094 -2.52716 -1.54217 1.42957 55.5551 0.421118 0.169803 -0.154861 0.232083 0.861347 1.69569 2.78449 -138.276 0.249346 1.68298 -0.855886 -0.0580911 3.34987 -0.339397 -0.433482 -3.28756 0.325303 2.28709 0.345626 -0.538755 0.0157047 3.01911 -0.352766 -1.35799 2.75041 -0.788424 0.367295 -1.28304 0.693367 -4.12863 -0.799813 -149.08 -1.64413 0.289632 -0.0695642 3.81888 -2.69294 1.59032 -0.0736291 -3.41397 0.129319 83.0325 3.06061 4.22721 0.334903 -1.69491 0.124198 -1.34367 3.35457 0.323626 -0.822589 4.29025 0.134044 68.8618 -4.93426 -13.3998 0.0941286 3.6561 -0.475872 -0.968057 3.52358 1.80856 0.371062 168.466 -0.518339 0.706852 -0.447826 -2.14752 -4.89628 -212.598 -0.436452 2.76494 -3.9836 -3.2471 0.677595 128.585 0.412569 48.2981 -0.461004 124.746 0.255538 0.605445 0.170676 -0.81982 4.59838 0.672845 -0.911875 0.0105007 -18.2502 48.1363 0.0503491 -1.07555 -0.0793821 0.16722 -0.805727 138.09 -0.450315 0.509274 -0.47613 2.81683 1.04243 -24.0719 -0.344574 -683.02 0.469857 -17.8298 0.406595 -5.49074 0.962025 0.245903 6.31041 0.579799 -12.7061 0.057264 1.21516 -1.00142 0.444817 -574.849 7.68534 5.21156 -1.19969 -60.3338 -1.17382 -1.4983 1.17836 2.11269 -3.21403 -1093.69 -1.53676 -667.096 2.38213 -179.653 10.6701 17.9493 -1.408 -2.64964 0 0.417787 -0.000284434 -0.0222999 -0.00113234 9.47798e-05 -0.0198769 0.911848 0.028779 -4.07298 -0.0515276 -3.80305 0.0074349 0.00242711 0.000498386 -1.72159 0.00542612 0.00812358 0.00105199 -6.54642 -0.00646973 -0.0253162 0.00556301 -6.34194 -0.00930025 1.51205 -0.0124513 0.0044597 0.0248224 0.00266047 -0.0137112 -2.63438 -0.0198986 0.00350244 -0.0103017 -0.0455091 -0.0860058 3.43274 -0.00880647 0.139203 -0.00825951 -0.00146881 0.00357119 2.55693 -0.0026244 1.42229 -0.00400375 0.478566 -0.00259856 6.74659 -0.081762 -6.1836 -0.161313 0.00561196 -0.149425 0.00981062 -0.00777509 0.0172673 -0.00500199 -0.003146 0.245198 -0.362512 -0.257414 3.44085 -0.0119528 0.014811 0.00193565 -0.0144615 0.00452074 -0.102156 0.13703 0.956179 -0.0294167 0.214105 -0.0546664 -0.0185318 0.0770045 0.0327128 -0.00523495 0.02481 -0.0379864 0.258691 -0.0345402 -0.00358466 -0.00759719 -0.515347 0.0286665 0.236941 0.00884512 0.0207543 0.0103671 -0.025087 0.0163148 -0.0864892 0.240485 -10.345 0.0536951 0.00218045 0.04297 -0.128591 0.00411147 0.188414 -0.0521495 0.114029 0.150949 1.29532 0.0630249 -0.0331615 0.0190671 -0.535032 -0.0142026 0.33614 -0.0280899 0.000627995 0.0379098 -0.221934 0.0127844 9.8949 0.28621 -21.3408 -0.0671845 -0.227061 -0.290576 -0.0248239 0.256246 -0.332296 0.00879341 -3.32634 0.00814266 -0.00944926 0.026566 0.329734 0.108278 12.6576 0.0407595 0.0373943 -0.0403444 0.668656 0.0136368 2.84257 0.0174526 1.95951 0.0339847 4.6765 0.0186582 -0.0185695 -0.018735 -0.0566699 0.427317 0.0449752 -0.0273564 0.0594051 1.01929 -0.134928 0.0182698 0.0303273 0.0221588 0.0410994 0.0845014 -12.9615 -0.00229243 -0.0638156 -0.109569 0.157678 -0.0787274 -14.3866 -0.206624 1.93425 0.127063 -0.725503 -0.0251898 -1.92206 0.067346 0.0571822 0.2342 0.0741936 0.209579 -0.00100301 0.02773 0.528813 0.020047 -18.3492 0.574088 0.197092 0.0474175 3.11843 -0.213977 0.0133009 -0.117317 1.01403 -1.8303 -9.47064 -0.177146 -30.1058 -0.21245 -0.428934 -1.69026 1.36707 -0.125195 -0.0219161 0 0.123 -0.00015738 -0.00174246 -0.000118964 -0.000115151 -0.00140567 -1.7329 -0.00169265 0.371139 -0.0065437 -3.09871 -0.000775291 -0.000363062 -0.000459156 0.628503 -0.000430634 -0.0101826 -0.000759467 0.757443 -0.000606755 0.0331856 -0.000718718 0.881027 -0.0087876 0.123801 -0.00132726 -0.00106551 -0.0103416 0.00454711 -0.00111806 0.995872 -0.00699034 -0.00146846 -0.00133922 -0.0096604 -0.0124904 0.255214 -0.00173683 -0.012453 0.00912776 -0.000945122 0.0060137 -2.52504 0.0066247 0.506268 0.0749601 1.12337 -0.00195218 -8.59877 -0.0254396 1.32546 -0.0221631 0.0101675 -0.0296188 -0.00202271 -0.00160432 -0.00155035 0.00432566 0.00817858 -0.0258205 0.161314 -0.0231698 0.579008 -0.00137985 -0.00177391 -0.00271368 -0.00205763 -0.0231189 0.104905 -0.0150422 -22.3815 -0.00237812 -0.0194998 -0.0291165 -0.00289599 -0.014043 -0.0028913 0.0184621 -0.0328418 -0.00231076 -0.0164695 -0.00221383 -0.00358975 -0.00262694 -0.026377 -0.00265298 -0.0265994 -0.0197148 -0.00367393 -0.00121385 -0.0048328 -0.0249955 -0.0353565 0.122603 1.53039 -0.00489204 -0.00200291 -0.00236604 -0.0205411 -0.0334218 -0.0220954 -0.00342821 -0.0339215 -0.0264589 0.670369 -0.0225955 -0.0205508 -0.0016626 -0.0394169 -0.00287305 0.0637787 -0.0232162 -0.00217535 -0.00402093 -0.0236098 -0.00250732 1.38574 -0.0402276 1.75037 -0.00410342 -0.0318106 -0.0411969 0.201504 -0.0245807 -0.0371982 -0.00254626 0.811992 -0.0416468 -0.00202652 -0.00448617 -0.041344 -0.0487067 1.87015 -0.00476134 0.18198 -0.0531746 -0.042264 -0.00200373 -6.25533 -0.00359929 0.983998 -0.00564333 1.94511 -0.00470585 -0.00436505 0.0261356 -0.00734801 -0.0407525 -0.00302649 -0.00724281 0.0239247 -0.0776189 1.02419 -0.00555199 -0.00623487 -0.00576381 -0.00504062 -0.00645538 1.97131 -0.00712304 -0.00600963 -0.00809893 -0.0582745 -0.00503701 -16.798 -0.0746818 2.24929 -0.00481161 -0.113344 -0.00707882 -0.105265 -0.00417316 -0.00645275 -0.06112 -0.00538194 -0.0974427 0.0432606 -0.00400702 -0.0753025 -0.00646775 2.33781 -0.0722947 -0.0844828 -0.0112465 1.31354 -0.0179805 -0.0161921 -0.0110882 -0.115673 -0.165423 2.82984 0.71589 3.09874 1.22362 2.80556 -0.299614 -0.211258 -0.0349645 -0.0366342 DONE PRINTING RESULT RESIDUALS END ROBUST nrow=4; ncol=4; nelements=16 nr=0: 0.161797 0.000103031 0.000744185 0.00791919 nr=1: 0.000103031 0.000107516 -5.48603e-05 1.19553e-05 nr=2: 0.000744185 -5.48603e-05 0.0185665 0.00289029 nr=3: 0.00791919 1.19553e-05 0.00289029 0.123582 100.00 ... done