A fair comparison between models

  1. Set to the maximun possible the number of shared parameters
  2. Shared parameters must have same estimation range
  3. Not shared parameters must have biological sense at its range
  4. Same parameters must be estimated for both models

Model 7

load Results7.mat
clf
%T7.Properties.CustomProperties.output=1:7;
%T7.Estlsqc=T7.Estlsqc(:,1:70);
y7=gsua_eval(T7.Estlsqc,T7,xdata,ydata2);
Sim13 Done Sim26 Done Sim39 Done Sim52 Done Sim51 Done Sim50 Done Sim49 Done Sim48 Done Sim47 Done Sim46 Done Sim45 Done Sim44 Done Sim43 Done Sim42 Done Sim41 Done Sim40 Done Sim12 Done Sim11 Done Sim10 Done Sim9 Done Sim8 Done Sim7 Done Sim6 Done Sim5 Done Sim4 Done Sim3 Done Sim2 Done Sim1 Done Sim171 Done Sim170 Done Sim169 Done Sim168 Done Sim167 Done Sim166 Done Sim165 Done Sim164 Done Sim163 Done Sim162 Done Sim161 Done Sim160 Done Sim159 Done Sim158 Done Sim157 Done Sim156 Done Sim155 Done Sim154 Done Sim153 Done Sim152 Done Sim151 Done Sim150 Done Sim149 Done Sim148 Done Sim147 Done Sim146 Done Sim25 Done Sim24 Done Sim23 Done Sim22 Done Sim21 Done Sim20 Done Sim19 Done Sim18 Done Sim17 Done Sim16 Done Sim15 Done Sim14 Done Sim290 Done Sim289 Done Sim288 Done Sim287 Done Sim286 Done Sim285 Done Sim284 Done Sim283 Done Sim282 Done Sim281 Done Sim280 Done Sim279 Done Sim278 Done Sim277 Done Sim276 Done Sim275 Done Sim274 Done Sim273 Done Sim272 Done Sim271 Done Sim270 Done Sim269 Done Sim268 Done Sim267 Done Sim266 Done Sim265 Done Sim38 Done Sim37 Done Sim36 Done Sim35 Done Sim34 Done Sim33 Done Sim32 Done Sim31 Done Sim30 Done Sim29 Done Sim28 Done Sim27 Done Sim409 Done Sim408 Done Sim407 Done Sim406 Done Sim405 Done Sim404 Done Sim403 Done Sim402 Done Sim401 Done Sim400 Done Sim399 Done Sim398 Done Sim397 Done Sim396 Done Sim395 Done Sim394 Done Sim393 Done Sim392 Done Sim391 Done Sim390 Done Sim389 Done Sim388 Done Sim387 Done Sim528 Done Sim527 Done Sim526 Done Sim525 Done Sim524 Done Sim523 Done Sim522 Done Sim521 Done Sim520 Done Sim519 Done Sim518 Done Sim517 Done Sim516 Done Sim515 Done Sim514 Done Sim513 Done Sim512 Done Sim511 Done Sim510 Done Sim509 Done Sim508 Done Sim507 Done Sim145 Done Sim144 Done Sim143 Done Sim142 Done Sim141 Done Sim140 Done Sim139 Done Sim138 Done Sim137 Done Sim136 Done Sim135 Done Sim134 Done Sim133 Done Sim132 Done Sim131 Done Sim130 Done Sim129 Done Sim128 Done Sim127 Done Sim126 Done Sim125 Done Sim124 Done Sim123 Done Sim122 Done Sim121 Done Sim264 Done Sim263 Done Sim262 Done Sim261 Done Sim260 Done Sim259 Done Sim258 Done Sim257 Done Sim256 Done Sim255 Done Sim254 Done Sim253 Done Sim252 Done Sim251 Done Sim250 Done Sim249 Done Sim248 Done Sim247 Done Sim246 Done Sim245 Done Sim244 Done Sim243 Done Sim242 Done Sim241 Done Sim240 Done Sim239 Done Sim238 Done Sim237 Done Sim236 Done Sim386 Done Sim385 Done Sim384 Done Sim383 Done Sim382 Done Sim381 Done Sim380 Done Sim379 Done Sim378 Done Sim377 Done Sim376 Done Sim375 Done Sim374 Done Sim373 Done Sim372 Done Sim371 Done Sim370 Done Sim369 Done Sim368 Done Sim367 Done Sim366 Done Sim365 Done Sim364 Done Sim363 Done Sim362 Done Sim506 Done Sim505 Done Sim504 Done Sim503 Done Sim502 Done Sim501 Done Sim500 Done Sim499 Done Sim498 Done Sim497 Done Sim496 Done Sim495 Done Sim494 Done Sim493 Done Sim492 Done Sim491 Done Sim490 Done Sim489 Done Sim488 Done Sim487 Done Sim486 Done Sim485 Done Sim484 Done Sim483 Done Sim482 Done Sim481 Done Sim480 Done Sim479 Done Sim478 Done Sim477 Done Sim120 Done Sim119 Done Sim118 Done Sim117 Done Sim116 Done Sim115 Done Sim114 Done Sim113 Done Sim112 Done Sim111 Done Sim110 Done Sim109 Done Sim108 Done Sim107 Done Sim106 Done Sim105 Done Sim104 Done Sim103 Done Sim102 Done Sim101 Done Sim100 Done Sim99 Done Sim98 Done Sim97 Done Sim96 Done Sim95 Done Sim94 Done Sim235 Done Sim234 Done Sim233 Done Sim232 Done Sim231 Done Sim230 Done Sim229 Done Sim228 Done Sim227 Done Sim226 Done Sim225 Done Sim224 Done Sim223 Done Sim222 Done Sim221 Done Sim220 Done Sim219 Done Sim218 Done Sim217 Done Sim216 Done Sim215 Done Sim214 Done Sim213 Done Sim212 Done Sim211 Done Sim210 Done Sim209 Done Sim208 Done Sim207 Done Sim206 Done Sim205 Done Sim361 Done Sim360 Done Sim359 Done Sim358 Done Sim357 Done Sim356 Done Sim355 Done Sim354 Done Sim353 Done Sim352 Done Sim351 Done Sim350 Done Sim349 Done Sim348 Done Sim347 Done Sim346 Done Sim345 Done Sim344 Done Sim343 Done Sim342 Done Sim341 Done Sim340 Done Sim339 Done Sim338 Done Sim337 Done Sim336 Done Sim335 Done Sim476 Done Sim475 Done Sim474 Done Sim473 Done Sim472 Done Sim471 Done Sim470 Done Sim469 Done Sim468 Done Sim467 Done Sim466 Done Sim465 Done Sim464 Done Sim463 Done Sim462 Done Sim461 Done Sim460 Done Sim459 Done Sim458 Done Sim457 Done Sim456 Done Sim455 Done Sim454 Done Sim453 Done Sim452 Done Sim451 Done Sim93 Done Sim92 Done Sim91 Done Sim90 Done Sim89 Done Sim88 Done Sim87 Done Sim86 Done Sim85 Done Sim84 Done Sim83 Done Sim82 Done Sim81 Done Sim80 Done Sim79 Done Sim78 Done Sim77 Done Sim76 Done Sim75 Done Sim74 Done Sim73 Done Sim72 Done Sim204 Done Sim203 Done Sim202 Done Sim201 Done Sim200 Done Sim199 Done Sim198 Done Sim197 Done Sim196 Done Sim195 Done Sim194 Done Sim193 Done Sim192 Done Sim191 Done Sim190 Done Sim189 Done Sim188 Done Sim187 Done Sim186 Done Sim185 Done Sim184 Done Sim183 Done Sim182 Done Sim181 Done Sim180 Done Sim179 Done Sim178 Done Sim177 Done Sim334 Done Sim333 Done Sim332 Done Sim331 Done Sim330 Done Sim329 Done Sim328 Done Sim327 Done Sim326 Done Sim325 Done Sim324 Done Sim323 Done Sim322 Done Sim321 Done Sim320 Done Sim319 Done Sim318 Done Sim317 Done Sim316 Done Sim315 Done Sim314 Done Sim450 Done Sim449 Done Sim448 Done Sim447 Done Sim446 Done Sim445 Done Sim444 Done Sim443 Done Sim442 Done Sim441 Done Sim440 Done Sim439 Done Sim438 Done Sim437 Done Sim436 Done Sim435 Done Sim434 Done Sim433 Done Sim432 Done Sim431 Done Sim430 Done Sim429 Done Sim428 Done Sim427 Done Sim426 Done Sim425 Done Sim424 Done Sim423 Done Sim176 Done Sim175 Done Sim174 Done Sim173 Done Sim172 Done Sim422 Done Sim421 Done Sim420 Done Sim419 Done Sim418 Done Sim417 Done Sim416 Done Sim415 Done Sim414 Done Sim413 Done Sim412 Done Sim411 Done Sim410 Done Sim71 Done Sim70 Done Sim69 Done Sim68 Done Sim67 Done Sim66 Done Sim65 Done Sim64 Done Sim63 Done Sim62 Done Sim61 Done Sim60 Done Sim59 Done Sim58 Done Sim57 Done Sim56 Done Sim55 Done Sim54 Done Sim53 Done Sim646 Done Sim645 Done Sim644 Done Sim643 Done Sim642 Done Sim641 Done Sim640 Done Sim639 Done Sim638 Done Sim637 Done Sim636 Done Sim635 Done Sim634 Done Sim633 Done Sim632 Done Sim631 Done Sim630 Done Sim629 Done Sim628 Done Sim627 Done Sim626 Done Sim625 Done Sim624 Done Sim623 Done Sim764 Done Sim763 Done Sim762 Done Sim761 Done Sim760 Done Sim759 Done Sim758 Done Sim757 Done Sim756 Done Sim755 Done Sim754 Done Sim753 Done Sim752 Done Sim751 Done Sim750 Done Sim749 Done Sim748 Done Sim747 Done Sim746 Done Sim745 Done Sim744 Done Sim743 Done Sim742 Done Sim741 Done Sim740 Done Sim739 Done Sim738 Done Sim313 Done Sim312 Done Sim311 Done Sim310 Done Sim309 Done Sim308 Done Sim307 Done Sim306 Done Sim305 Done Sim304 Done Sim303 Done Sim302 Done Sim301 Done Sim300 Done Sim299 Done Sim298 Done Sim297 Done Sim296 Done Sim295 Done Sim294 Done Sim293 Done Sim292 Done Sim291 Done Sim587 Done Sim586 Done Sim585 Done Sim584 Done Sim583 Done Sim582 Done Sim581 Done Sim580 Done Sim579 Done Sim578 Done Sim577 Done Sim576 Done Sim575 Done Sim574 Done Sim573 Done Sim572 Done Sim571 Done Sim570 Done Sim569 Done Sim568 Done Sim567 Done Sim622 Done Sim621 Done Sim620 Done Sim619 Done Sim618 Done Sim617 Done Sim616 Done Sim615 Done Sim614 Done Sim613 Done Sim612 Done Sim611 Done Sim610 Done Sim609 Done Sim608 Done Sim607 Done Sim606 Done Sim605 Done Sim604 Done Sim603 Done Sim602 Done Sim601 Done Sim600 Done Sim599 Done Sim598 Done Sim597 Done Sim596 Done Sim595 Done Sim594 Done Sim593 Done Sim592 Done Sim591 Done Sim590 Done Sim589 Done Sim588 Done Sim737 Done Sim736 Done Sim735 Done Sim734 Done Sim733 Done Sim732 Done Sim731 Done Sim730 Done Sim729 Done Sim728 Done Sim727 Done Sim726 Done Sim725 Done Sim724 Done Sim723 Done Sim722 Done Sim721 Done Sim720 Done Sim719 Done Sim718 Done Sim717 Done Sim716 Done Sim715 Done Sim714 Done Sim713 Done Sim712 Done Sim711 Done Sim710 Done Sim709 Done Sim708 Done Sim707 Done Sim706 Done Sim705 Done Sim704 Done Sim703 Done Sim702 Done Sim701 Done Sim700 Done Sim699 Done Sim698 Done Sim697 Done Sim696 Done Sim695 Done Sim694 Done Sim693 Done Sim692 Done Sim691 Done Sim690 Done Sim689 Done Sim688 Done Sim687 Done Sim686 Done Sim685 Done Sim684 Done Sim683 Done Sim682 Done Sim681 Done Sim680 Done Sim679 Done Sim678 Done Sim566 Done Sim565 Done Sim564 Done Sim563 Done Sim562 Done Sim561 Done Sim560 Done Sim559 Done Sim558 Done Sim557 Done Sim556 Done Sim555 Done Sim554 Done Sim553 Done Sim552 Done Sim551 Done Sim550 Done Sim549 Done Sim548 Done Sim547 Done Sim546 Done Sim545 Done Sim544 Done Sim543 Done Sim794 Done Sim793 Done Sim792 Done Sim791 Done Sim790 Done Sim789 Done Sim788 Done Sim787 Done Sim786 Done Sim785 Done Sim784 Done Sim783 Done Sim782 Done Sim781 Done Sim780 Done Sim779 Done Sim778 Done Sim777 Done Sim776 Done Sim775 Done Sim774 Done Sim773 Done Sim772 Done Sim771 Done Sim770 Done Sim769 Done Sim768 Done Sim767 Done Sim766 Done Sim765 Done Sim899 Done Sim898 Done Sim897 Done Sim896 Done Sim895 Done Sim894 Done Sim893 Done Sim892 Done Sim891 Done Sim890 Done Sim889 Done Sim888 Done Sim887 Done Sim886 Done Sim885 Done Sim677 Done Sim676 Done Sim675 Done Sim674 Done Sim673 Done Sim672 Done Sim671 Done Sim670 Done Sim669 Done Sim668 Done Sim667 Done Sim666 Done Sim665 Done Sim664 Done Sim663 Done Sim662 Done Sim661 Done Sim660 Done Sim659 Done Sim658 Done Sim657 Done Sim656 Done Sim655 Done Sim654 Done Sim653 Done Sim652 Done Sim651 Done Sim650 Done Sim649 Done Sim648 Done Sim647 Done Sim542 Done Sim541 Done Sim540 Done Sim539 Done Sim538 Done Sim537 Done Sim536 Done Sim535 Done Sim534 Done Sim533 Done Sim532 Done Sim531 Done Sim530 Done Sim529 Done Sim854 Done Sim853 Done Sim852 Done Sim851 Done Sim850 Done Sim849 Done Sim848 Done Sim847 Done Sim846 Done Sim845 Done Sim844 Done Sim843 Done Sim842 Done Sim841 Done Sim840 Done Sim839 Done Sim838 Done Sim837 Done Sim836 Done Sim835 Done Sim834 Done Sim833 Done Sim832 Done Sim831 Done Sim830 Done Sim829 Done Sim828 Done Sim827 Done Sim826 Done Sim825 Done Sim914 Done Sim913 Done Sim912 Done Sim911 Done Sim910 Done Sim909 Done Sim908 Done Sim907 Done Sim906 Done Sim905 Done Sim904 Done Sim903 Done Sim902 Done Sim901 Done Sim900 Done Sim884 Done Sim883 Done Sim882 Done Sim881 Done Sim880 Done Sim879 Done Sim878 Done Sim877 Done Sim876 Done Sim875 Done Sim874 Done Sim873 Done Sim872 Done Sim871 Done Sim870 Done Sim869 Done Sim868 Done Sim867 Done Sim866 Done Sim865 Done Sim864 Done Sim824 Done Sim823 Done Sim822 Done Sim821 Done Sim820 Done Sim819 Done Sim818 Done Sim817 Done Sim816 Done Sim815 Done Sim814 Done Sim813 Done Sim812 Done Sim811 Done Sim810 Done Sim809 Done Sim808 Done Sim807 Done Sim806 Done Sim805 Done Sim804 Done Sim803 Done Sim802 Done Sim801 Done Sim800 Done Sim799 Done Sim798 Done Sim797 Done Sim796 Done Sim795 Done Sim983 Done Sim982 Done Sim981 Done Sim980 Done Sim979 Done Sim978 Done Sim977 Done Sim976 Done Sim975 Done Sim974 Done Sim973 Done Sim972 Done Sim971 Done Sim997 Done Sim1000 Done Sim957 Done Sim956 Done Sim955 Done Sim954 Done Sim953 Done Sim952 Done Sim951 Done Sim950 Done Sim949 Done Sim948 Done Sim947 Done Sim946 Done Sim945 Done Sim970 Done Sim969 Done Sim968 Done Sim967 Done Sim966 Done Sim965 Done Sim964 Done Sim963 Done Sim962 Done Sim961 Done Sim960 Done Sim959 Done Sim958 Done Sim999 Done Sim863 Done Sim862 Done Sim861 Done Sim860 Done Sim859 Done Sim858 Done Sim857 Done Sim856 Done Sim855 Done Sim929 Done Sim928 Done Sim927 Done Sim926 Done Sim925 Done Sim924 Done Sim923 Done Sim922 Done Sim921 Done Sim920 Done Sim919 Done Sim918 Done Sim917 Done Sim916 Done Sim915 Done Sim998 Done Sim944 Done Sim943 Done Sim942 Done Sim941 Done Sim940 Done Sim939 Done Sim938 Done Sim937 Done Sim936 Done Sim935 Done Sim934 Done Sim933 Done Sim932 Done Sim931 Done Sim930 Done Sim996 Done Sim995 Done Sim994 Done Sim993 Done Sim992 Done Sim991 Done Sim990 Done Sim989 Done Sim988 Done Sim987 Done Sim986 Done Sim985 Done Sim984 Done
ydata=ydata2;
for i=2:length(ydata)
ydata(i)=ydata2(i)-ydata2(i-1);
end
for i=2:size(y,2)
y(:,i)=y7(:,i)-y7(:,i-1);
end
y7=y;
clf
plot(xdata,[y7(1,:,1);ydata])
T7.Nominal=T7.Estlsqc(:,1);
th=sum(res<res(1)*1.01)
th = 476
T7_2=gsua_ia(T7,T7.Estlsqc(:,1:th));
% M=gsua_dmatrix(T7,10000);
% T7.Properties.CustomProperties.output=1;
% [T7,J7,Y7]=gsua_sa(M,T7,'SensMethod','Distance');
load Results7_sa.mat
pltsa(T7,Y7,xdata,ydata)

Model 8

load Results8_complete.mat
clf
%T8.Properties.CustomProperties.output=1:8;
y8=gsua_eval(T8.Estlsqc,T8,xdata,ydata2);
Sim13 Done Sim26 Done Sim39 Done Sim52 Done Sim12 Done Sim25 Done Sim38 Done Sim51 Done Sim11 Done Sim24 Done Sim37 Done Sim50 Done Sim10 Done Sim23 Done Sim36 Done Sim9 Done Sim49 Done Sim22 Done Sim8 Done Sim35 Done Sim48 Done Sim21 Done Sim7 Done Sim34 Done Sim47 Done Sim20 Done Sim33 Done Sim6 Done Sim19 Done Sim46 Done Sim5 Done Sim32 Done Sim4 Done Sim18 Done Sim45 Done Sim31 Done Sim3 Done Sim17 Done Sim44 Done Sim30 Done Sim2 Done Sim16 Done Sim43 Done Sim29 Done Sim15 Done Sim1 Done Sim28 Done Sim42 Done Sim171 Done Sim14 Done Sim27 Done Sim41 Done Sim170 Done Sim40 Done Sim169 Done Sim290 Done Sim409 Done Sim168 Done Sim289 Done Sim528 Done Sim408 Done Sim167 Done Sim527 Done Sim288 Done Sim407 Done Sim166 Done Sim526 Done Sim287 Done Sim406 Done Sim165 Done Sim525 Done Sim164 Done Sim405 Done Sim286 Done Sim524 Done Sim163 Done Sim404 Done Sim523 Done Sim162 Done Sim285 Done Sim403 Done Sim161 Done Sim522 Done Sim284 Done Sim402 Done Sim160 Done Sim521 Done Sim283 Done Sim401 Done Sim159 Done Sim520 Done Sim400 Done Sim158 Done Sim519 Done Sim157 Done Sim282 Done Sim399 Done Sim518 Done Sim156 Done Sim398 Done Sim155 Done Sim281 Done Sim517 Done Sim397 Done Sim154 Done Sim280 Done Sim516 Done Sim396 Done Sim153 Done Sim279 Done Sim515 Done Sim152 Done Sim395 Done Sim514 Done Sim278 Done Sim151 Done Sim277 Done Sim394 Done Sim513 Done Sim150 Done Sim276 Done Sim393 Done Sim512 Done Sim149 Done Sim275 Done Sim511 Done Sim148 Done Sim392 Done Sim510 Done Sim274 Done Sim391 Done Sim147 Done Sim273 Done Sim390 Done Sim509 Done Sim146 Done Sim272 Done Sim145 Done Sim389 Done Sim508 Done Sim144 Done Sim271 Done Sim388 Done Sim507 Done Sim143 Done Sim270 Done Sim387 Done Sim506 Done Sim142 Done Sim269 Done Sim505 Done Sim386 Done Sim141 Done Sim268 Done Sim385 Done Sim504 Done Sim140 Done Sim139 Done Sim267 Done Sim384 Done Sim503 Done Sim138 Done Sim266 Done Sim383 Done Sim502 Done Sim137 Done Sim382 Done Sim265 Done Sim501 Done Sim136 Done Sim381 Done Sim500 Done Sim135 Done Sim264 Done Sim380 Done Sim499 Done Sim134 Done Sim263 Done Sim379 Done Sim133 Done Sim498 Done Sim262 Done Sim132 Done Sim497 Done Sim261 Done Sim378 Done Sim131 Done Sim496 Done Sim130 Done Sim260 Done Sim377 Done Sim495 Done Sim129 Done Sim259 Done Sim376 Done Sim494 Done Sim128 Done Sim258 Done Sim375 Done Sim127 Done Sim257 Done Sim493 Done Sim374 Done Sim126 Done Sim492 Done Sim373 Done Sim125 Done Sim372 Done Sim491 Done Sim124 Done Sim256 Done Sim123 Done Sim490 Done Sim371 Done Sim489 Done Sim122 Done Sim370 Done Sim255 Done Sim488 Done Sim121 Done Sim369 Done Sim254 Done Sim487 Done Sim120 Done Sim253 Done Sim368 Done Sim119 Done Sim486 Done Sim367 Done Sim118 Done Sim252 Done Sim485 Done Sim366 Done Sim117 Done Sim251 Done Sim484 Done Sim116 Done Sim250 Done Sim365 Done Sim483 Done Sim115 Done Sim249 Done Sim364 Done Sim482 Done Sim114 Done Sim248 Done Sim363 Done Sim113 Done Sim481 Done Sim247 Done Sim112 Done Sim362 Done Sim480 Done Sim246 Done Sim111 Done Sim361 Done Sim479 Done Sim110 Done Sim245 Done Sim360 Done Sim478 Done Sim109 Done Sim244 Done Sim359 Done Sim477 Done Sim108 Done Sim243 Done Sim358 Done Sim476 Done Sim107 Done Sim242 Done Sim475 Done Sim357 Done Sim106 Done Sim241 Done Sim474 Done Sim356 Done Sim105 Done Sim240 Done Sim473 Done Sim104 Done Sim355 Done Sim239 Done Sim472 Done Sim103 Done Sim354 Done Sim471 Done Sim102 Done Sim238 Done Sim353 Done Sim470 Done Sim101 Done Sim237 Done Sim352 Done Sim100 Done Sim469 Done Sim236 Done Sim351 Done Sim99 Done Sim468 Done Sim235 Done Sim350 Done Sim98 Done Sim467 Done Sim234 Done Sim97 Done Sim349 Done Sim466 Done Sim96 Done Sim233 Done Sim348 Done Sim465 Done Sim95 Done Sim232 Done Sim347 Done Sim464 Done Sim94 Done Sim231 Done Sim346 Done Sim463 Done Sim93 Done Sim230 Done Sim345 Done Sim462 Done Sim92 Done Sim229 Done Sim344 Done Sim461 Done Sim91 Done Sim228 Done Sim460 Done Sim90 Done Sim343 Done Sim227 Done Sim342 Done Sim459 Done Sim89 Done Sim226 Done Sim88 Done Sim458 Done Sim341 Done Sim225 Done Sim87 Done Sim340 Done Sim457 Done Sim224 Done Sim86 Done Sim339 Done Sim456 Done Sim85 Done Sim223 Done Sim455 Done Sim338 Done Sim84 Done Sim222 Done Sim337 Done Sim454 Done Sim83 Done Sim221 Done Sim453 Done Sim82 Done Sim336 Done Sim220 Done Sim452 Done Sim81 Done Sim335 Done Sim219 Done Sim80 Done Sim451 Done Sim334 Done Sim79 Done Sim218 Done Sim450 Done Sim333 Done Sim78 Done Sim217 Done Sim332 Done Sim449 Done Sim77 Done Sim216 Done Sim448 Done Sim331 Done Sim76 Done Sim447 Done Sim215 Done Sim330 Done Sim75 Done Sim74 Done Sim214 Done Sim329 Done Sim446 Done Sim73 Done Sim213 Done Sim328 Done Sim72 Done Sim212 Done Sim327 Done Sim445 Done Sim71 Done Sim211 Done Sim326 Done Sim70 Done Sim444 Done Sim210 Done Sim325 Done Sim443 Done Sim69 Done Sim209 Done Sim324 Done Sim68 Done Sim442 Done Sim323 Done Sim67 Done Sim208 Done Sim441 Done Sim322 Done Sim66 Done Sim207 Done Sim440 Done Sim65 Done Sim321 Done Sim439 Done Sim64 Done Sim206 Done Sim320 Done Sim63 Done Sim205 Done Sim438 Done Sim319 Done Sim62 Done Sim437 Done Sim204 Done Sim61 Done Sim318 Done Sim203 Done Sim436 Done Sim60 Done Sim202 Done Sim317 Done Sim435 Done Sim59 Done Sim316 Done Sim201 Done Sim434 Done Sim58 Done Sim200 Done Sim315 Done Sim433 Done Sim57 Done Sim314 Done Sim56 Done Sim199 Done Sim432 Done Sim55 Done Sim198 Done Sim313 Done Sim431 Done Sim54 Done Sim312 Done Sim197 Done Sim430 Done Sim53 Done Sim196 Done Sim311 Done Sim429 Done Sim587 Done Sim195 Done Sim310 Done Sim428 Done Sim586 Done Sim194 Done Sim427 Done Sim585 Done Sim309 Done Sim193 Done Sim426 Done Sim584 Done Sim308 Done Sim192 Done Sim583 Done Sim307 Done Sim425 Done Sim191 Done Sim582 Done Sim306 Done Sim424 Done Sim581 Done Sim190 Done Sim305 Done Sim423 Done Sim580 Done Sim189 Done Sim304 Done Sim422 Done Sim579 Done Sim188 Done Sim303 Done Sim421 Done Sim578 Done Sim577 Done Sim187 Done Sim302 Done Sim420 Done Sim576 Done Sim186 Done Sim301 Done Sim419 Done Sim575 Done Sim185 Done Sim300 Done Sim418 Done Sim574 Done Sim184 Done Sim299 Done Sim573 Done Sim417 Done Sim183 Done Sim298 Done Sim572 Done Sim416 Done Sim571 Done Sim182 Done Sim297 Done Sim415 Done Sim570 Done Sim181 Done Sim296 Done Sim414 Done Sim569 Done Sim180 Done Sim295 Done Sim568 Done Sim413 Done Sim179 Done Sim294 Done Sim567 Done Sim412 Done Sim178 Done Sim293 Done Sim566 Done Sim292 Done Sim411 Done Sim565 Done Sim177 Done Sim564 Done Sim291 Done Sim410 Done Sim176 Done Sim563 Done Sim764 Done Sim175 Done Sim705 Done Sim562 Done Sim174 Done Sim704 Done Sim763 Done Sim561 Done Sim703 Done Sim762 Done Sim560 Done Sim173 Done Sim761 Done Sim702 Done Sim559 Done Sim172 Done Sim558 Done Sim760 Done Sim701 Done Sim646 Done Sim557 Done Sim759 Done Sim645 Done Sim700 Done Sim556 Done Sim699 Done Sim758 Done Sim644 Done Sim555 Done Sim698 Done Sim643 Done Sim757 Done Sim554 Done Sim697 Done Sim553 Done Sim642 Done Sim756 Done Sim552 Done Sim696 Done Sim641 Done Sim551 Done Sim695 Done Sim640 Done Sim755 Done Sim550 Done Sim639 Done Sim694 Done Sim754 Done Sim549 Done Sim638 Done Sim693 Done Sim548 Done Sim753 Done Sim637 Done Sim547 Done Sim692 Done Sim546 Done Sim636 Done Sim691 Done Sim545 Done Sim635 Done Sim752 Done Sim690 Done Sim544 Done Sim634 Done Sim543 Done Sim689 Done Sim633 Done Sim751 Done Sim542 Done Sim688 Done Sim750 Done Sim541 Done Sim632 Done Sim687 Done Sim631 Done Sim749 Done Sim540 Done Sim686 Done Sim630 Done Sim539 Done Sim748 Done Sim629 Done Sim685 Done Sim538 Done Sim684 Done Sim747 Done Sim628 Done Sim537 Done Sim683 Done Sim746 Done Sim536 Done Sim627 Done Sim745 Done Sim682 Done Sim535 Done Sim626 Done Sim681 Done Sim744 Done Sim534 Done Sim625 Done Sim680 Done Sim743 Done Sim533 Done Sim624 Done Sim679 Done Sim532 Done Sim742 Done Sim623 Done Sim531 Done Sim678 Done Sim741 Done Sim622 Done Sim530 Done Sim677 Done Sim621 Done Sim740 Done Sim529 Done Sim676 Done Sim739 Done Sim794 Done Sim620 Done Sim675 Done Sim793 Done Sim619 Done Sim738 Done Sim792 Done Sim674 Done Sim618 Done Sim737 Done Sim791 Done Sim617 Done Sim673 Done Sim736 Done Sim790 Done Sim616 Done Sim672 Done Sim735 Done Sim789 Done Sim615 Done Sim671 Done Sim734 Done Sim788 Done Sim614 Done Sim670 Done Sim733 Done Sim669 Done Sim787 Done Sim613 Done Sim732 Done Sim786 Done Sim668 Done Sim785 Done Sim612 Done Sim667 Done Sim731 Done Sim784 Done Sim611 Done Sim666 Done Sim783 Done Sim610 Done Sim782 Done Sim665 Done Sim781 Done Sim609 Done Sim664 Done Sim780 Done Sim779 Done Sim608 Done Sim663 Done Sim778 Done Sim607 Done Sim777 Done Sim662 Done Sim606 Done Sim776 Done Sim730 Done Sim661 Done Sim775 Done Sim605 Done Sim660 Done Sim774 Done Sim604 Done Sim659 Done Sim773 Done Sim603 Done Sim658 Done Sim772 Done Sim602 Done Sim657 Done Sim771 Done Sim601 Done Sim770 Done Sim656 Done Sim600 Done Sim769 Done Sim655 Done Sim729 Done Sim599 Done Sim768 Done Sim654 Done Sim728 Done Sim767 Done Sim598 Done Sim653 Done Sim766 Done Sim727 Done Sim597 Done Sim652 Done Sim765 Done Sim726 Done Sim651 Done Sim899 Done Sim596 Done Sim725 Done Sim898 Done Sim650 Done Sim595 Done Sim724 Done Sim897 Done Sim649 Done Sim723 Done Sim594 Done Sim896 Done Sim648 Done Sim895 Done Sim593 Done Sim647 Done Sim894 Done Sim722 Done Sim592 Done Sim893 Done Sim854 Done Sim591 Done Sim853 Done Sim721 Done Sim590 Done Sim852 Done Sim720 Done Sim589 Done Sim851 Done Sim892 Done Sim719 Done Sim588 Done Sim850 Done Sim718 Done Sim884 Done Sim849 Done Sim717 Done Sim883 Done Sim848 Done Sim847 Done Sim716 Done Sim891 Done Sim882 Done Sim715 Done Sim890 Done Sim846 Done Sim881 Done Sim845 Done Sim714 Done Sim889 Done Sim880 Done Sim888 Done Sim844 Done Sim713 Done Sim879 Done Sim887 Done Sim843 Done Sim878 Done Sim712 Done Sim886 Done Sim877 Done Sim842 Done Sim711 Done Sim885 Done Sim876 Done Sim841 Done Sim914 Done Sim875 Done Sim840 Done Sim913 Done Sim710 Done Sim839 Done Sim874 Done Sim912 Done Sim911 Done Sim873 Done Sim838 Done Sim709 Done Sim910 Done Sim872 Done Sim909 Done Sim837 Done Sim708 Done Sim871 Done Sim836 Done Sim908 Done Sim870 Done Sim835 Done Sim707 Done Sim907 Done Sim706 Done Sim869 Done Sim834 Done Sim906 Done Sim833 Done Sim824 Done Sim868 Done Sim823 Done Sim905 Done Sim832 Done Sim867 Done Sim831 Done Sim822 Done Sim866 Done Sim830 Done Sim821 Done Sim865 Done Sim829 Done Sim864 Done Sim820 Done Sim904 Done Sim863 Done Sim819 Done Sim828 Done Sim818 Done Sim862 Done Sim827 Done Sim817 Done Sim826 Done Sim861 Done Sim816 Done Sim903 Done Sim860 Done Sim825 Done Sim902 Done Sim815 Done Sim859 Done Sim929 Done Sim901 Done Sim814 Done Sim858 Done Sim928 Done Sim900 Done Sim813 Done Sim957 Done Sim857 Done Sim927 Done Sim812 Done Sim956 Done Sim926 Done Sim856 Done Sim955 Done Sim925 Done Sim811 Done Sim954 Done Sim924 Done Sim810 Done Sim855 Done Sim923 Done Sim953 Done Sim944 Done Sim809 Done Sim922 Done Sim952 Done Sim943 Done Sim921 Done Sim808 Done Sim951 Done Sim920 Done Sim807 Done Sim950 Done Sim919 Done Sim806 Done Sim949 Done Sim948 Done Sim805 Done Sim947 Done Sim918 Done Sim942 Done Sim946 Done Sim804 Done Sim945 Done Sim917 Done Sim803 Done Sim996 Done Sim995 Done Sim994 Done Sim993 Done Sim916 Done Sim802 Done Sim992 Done Sim991 Done Sim915 Done Sim801 Done Sim990 Done Sim989 Done Sim941 Done Sim988 Done Sim987 Done Sim800 Done Sim986 Done Sim940 Done Sim985 Done Sim799 Done Sim939 Done Sim798 Done Sim797 Done Sim796 Done Sim983 Done Sim795 Done Sim984 Done Sim998 Done Sim970 Done Sim982 Done Sim969 Done Sim968 Done Sim981 Done Sim967 Done Sim980 Done Sim979 Done Sim978 Done Sim977 Done Sim938 Done Sim966 Done Sim976 Done Sim937 Done Sim936 Done Sim975 Done Sim935 Done Sim965 Done Sim974 Done Sim934 Done Sim973 Done Sim972 Done Sim964 Done Sim933 Done Sim971 Done Sim999 Done Sim932 Done Sim963 Done Sim931 Done Sim962 Done Sim930 Done Sim997 Done Sim961 Done Sim960 Done Sim959 Done Sim958 Done Sim1000 Done
ydata=ydata2;
for i=2:length(ydata)
ydata(i)=ydata2(i)-ydata2(i-1);
end
y=y8;
for i=2:size(y,2)
y(:,i)=y8(:,i)-y8(:,i-1);
end
clf
plot(xdata,[y(1,:,1);ydata])
T8.Nominal=T8.Estlsqc(:,1);
th=sum(res<res(1)*1.01)
th = 158
T7_8=gsua_ia(T8,T8.Estlsqc(:,1:th));
%M=gsua_dmatrix(T8,10000);
%[T8,J8,Y8]=gsua_sa(M,T8,'SensMethod','Distance');
load('Results8_sa.mat')
pltsa(T8,Y8,xdata,ydata)

Model10

%M=gsua_dmatrix(T10,10000);
%[T10,J10,Y10]=gsua_sa(M,T10,'SensMethod','Distance');
load Results10_complete.mat
clf
%T10.Properties.CustomProperties.output=1:10;
y10=gsua_eval(T10.Estlsqc,T10,xdata,ydata2);
Sim13 Done Sim26 Done Sim39 Done Sim52 Done Sim25 Done Sim12 Done Sim38 Done Sim51 Done Sim24 Done Sim37 Done Sim11 Done Sim50 Done Sim23 Done Sim10 Done Sim36 Done Sim22 Done Sim49 Done Sim9 Done Sim21 Done Sim35 Done Sim48 Done
ydata=ydata2;
for i=2:length(ydata)
ydata(i)=ydata2(i)-ydata2(i-1);
end
y=y10;
for i=2:size(y,2)
y(:,i)=y10(:,i)-y10(:,i-1);
end
clf
plot(xdata,[y(1,:,1);ydata])
T10.Nominal=T10.Estlsqc(:,1);
th=sum(res<res(1)*1.01)
th = 136
T10_2=gsua_ia(T10,T10.Estlsqc(:,1:th));
load('Results10_sa.mat')
pltsa(T10,Y10,xdata,ydata)

Ranges comparison

3 models

clf
load Rcomp.mat
major_set=intersect(T10.Properties.RowNames,intersect(T7.Properties.RowNames,T10.Properties.RowNames));
minor_set=intersect(T8.Properties.RowNames,T10.Properties.RowNames);
Tma1=T10(major_set,'Range');
Tma8=T8(major_set,'Range');
Tma7=T7(major_set,'Range');
D1 = floor(sqrt(size(Tma1,1))); % Number of rows of subplot
D2 = D1+ceil((size(Tma1,1)-D1^2)/D1);
for i=1:size(Tma1,1)
subplot(D1,D2,i)
boxplot([Tma1.Range(i,:);Tma8.Range(i,:);Tma7.Range(i,:)]','Label',{'M(1)','M(2)','M(3)'},'PlotStyle','compact','LabelOrientation','inline')
title(Tma1.Properties.RowNames{i})
end

2 models

clf
Tma1=T10(minor_set,'Range');
Tma8=T8(minor_set,'Range');
D1 = floor(sqrt(size(Tma1,1))); % Number of rows of subplot
D2 = D1+ceil((size(Tma1,1)-D1^2)/D1);
for i=1:size(Tma1,1)
subplot(D1,D2,i)
boxplot([Tma1.Range(i,:);Tma8.Range(i,:)]','Label',{'10eq','8eq'},'PlotStyle','compact','LabelOrientation','horizontal')
title(Tma1.Properties.RowNames{i})
end

Improved model 7

load Results7.mat
T7.Nominal=T7.Estlsqc(:,1);
T=T7;
T.Estlsqc=[];
solver='lsqc';
opt=optimoptions('lsqcurvefit','UseParallel',true,'Display','iter','MaxFunctionEvaluations',4000);
%T.Nominal=nom;
while any(T.Range(:,1)>T.Nominal*0.95) || any(T.Range(:,2)<T.Nominal*1.05)
T.Range(T.Range(:,1)>T.Nominal*0.95,1)=T.Range(T.Range(:,1)>T.Nominal*0.95,1)*0.8;
T.Range(T.Range(:,2)<T.Nominal*1.05,2)=T.Range(T.Range(:,2)<T.Nominal*1.05,2)*1.2;
[T,res]=gsua_pe(T,xdata,ydata2,'solver',solver,'ipoint',T.Nominal','Show','on','opt',opt);
T.Nominal=T.Estlsqc;
end
save('Improved.mat','T','res')

Model 7 after fixing Me_0

load Results7_fix.mat
y7_2=gsua_eval(T7.Estlsqc,T7,xdata,ydata2);
Sim13 Done Sim12 Done Sim11 Done Sim10 Done Sim9 Done Sim8 Done Sim7 Done Sim6 Done Sim5 Done Sim4 Done Sim3 Done Sim2 Done Sim1 Done Sim26 Done Sim39 Done Sim52 Done Sim171 Done Sim170 Done Sim169 Done Sim168 Done Sim167 Done Sim166 Done Sim165 Done Sim164 Done Sim163 Done Sim162 Done Sim161 Done Sim160 Done Sim159 Done Sim158 Done Sim157 Done Sim156 Done Sim155 Done Sim154 Done Sim153 Done Sim152 Done Sim151 Done Sim150 Done Sim149 Done Sim148 Done Sim147 Done Sim146 Done Sim145 Done Sim144 Done Sim143 Done Sim142 Done Sim141 Done Sim140 Done Sim139 Done Sim138 Done Sim137 Done Sim136 Done Sim135 Done Sim134 Done Sim133 Done Sim25 Done Sim24 Done Sim23 Done Sim22 Done Sim21 Done Sim20 Done Sim19 Done Sim18 Done Sim17 Done Sim16 Done Sim15 Done Sim14 Done Sim38 Done Sim37 Done Sim36 Done Sim35 Done Sim34 Done Sim33 Done Sim32 Done Sim31 Done Sim30 Done Sim29 Done Sim28 Done Sim27 Done Sim409 Done Sim408 Done Sim407 Done Sim406 Done Sim405 Done Sim404 Done Sim403 Done Sim402 Done Sim401 Done Sim400 Done Sim399 Done Sim398 Done Sim397 Done Sim396 Done Sim395 Done Sim394 Done Sim393 Done Sim392 Done Sim391 Done Sim390 Done Sim389 Done Sim388 Done Sim387 Done Sim386 Done Sim385 Done Sim384 Done Sim383 Done Sim382 Done Sim381 Done Sim380 Done Sim379 Done Sim378 Done Sim377 Done Sim376 Done Sim375 Done Sim374 Done Sim373 Done Sim372 Done Sim371 Done Sim370 Done Sim369 Done Sim368 Done Sim367 Done Sim366 Done Sim51 Done Sim50 Done Sim49 Done Sim48 Done Sim47 Done Sim46 Done Sim45 Done Sim44 Done Sim43 Done Sim42 Done Sim41 Done Sim40 Done Sim528 Done Sim527 Done Sim526 Done Sim525 Done Sim524 Done Sim523 Done Sim522 Done Sim521 Done Sim520 Done Sim519 Done Sim518 Done Sim517 Done Sim516 Done Sim515 Done Sim514 Done Sim513 Done Sim512 Done Sim511 Done Sim510 Done Sim509 Done Sim508 Done Sim507 Done Sim506 Done Sim505 Done Sim504 Done Sim503 Done Sim502 Done Sim501 Done Sim500 Done Sim499 Done Sim498 Done Sim497 Done Sim496 Done Sim495 Done Sim494 Done Sim493 Done Sim492 Done Sim491 Done Sim490 Done Sim489 Done Sim488 Done Sim487 Done Sim486 Done Sim485 Done Sim484 Done Sim483 Done Sim482 Done Sim481 Done Sim480 Done Sim479 Done Sim478 Done Sim477 Done Sim132 Done Sim131 Done Sim130 Done Sim129 Done Sim128 Done Sim127 Done Sim126 Done Sim125 Done Sim124 Done Sim123 Done Sim122 Done Sim121 Done Sim120 Done Sim119 Done Sim118 Done Sim117 Done Sim116 Done Sim115 Done Sim114 Done Sim113 Done Sim112 Done Sim111 Done Sim110 Done Sim109 Done Sim108 Done Sim107 Done Sim106 Done Sim105 Done Sim104 Done Sim103 Done Sim102 Done Sim101 Done Sim100 Done Sim99 Done Sim98 Done Sim97 Done Sim96 Done Sim95 Done Sim94 Done Sim93 Done Sim92 Done Sim91 Done Sim290 Done Sim289 Done Sim288 Done Sim287 Done Sim286 Done Sim285 Done Sim284 Done Sim283 Done Sim282 Done Sim281 Done Sim280 Done Sim279 Done Sim278 Done Sim277 Done Sim276 Done Sim275 Done Sim274 Done Sim273 Done Sim272 Done Sim271 Done Sim270 Done Sim269 Done Sim268 Done Sim267 Done Sim266 Done Sim265 Done Sim264 Done Sim263 Done Sim262 Done Sim365 Done Sim364 Done Sim363 Done Sim362 Done Sim361 Done Sim360 Done Sim359 Done Sim358 Done Sim357 Done Sim356 Done Sim355 Done Sim354 Done Sim353 Done Sim352 Done Sim351 Done Sim350 Done Sim349 Done Sim348 Done Sim347 Done Sim346 Done Sim345 Done Sim344 Done Sim343 Done Sim342 Done Sim341 Done Sim340 Done Sim339 Done Sim338 Done Sim337 Done Sim336 Done Sim335 Done Sim476 Done Sim475 Done Sim474 Done Sim473 Done Sim472 Done Sim471 Done Sim470 Done Sim469 Done Sim468 Done Sim467 Done Sim466 Done Sim465 Done Sim464 Done Sim463 Done Sim462 Done Sim461 Done Sim460 Done Sim459 Done Sim458 Done Sim457 Done Sim456 Done Sim455 Done Sim454 Done Sim453 Done Sim452 Done Sim451 Done Sim450 Done Sim449 Done Sim448 Done Sim447 Done Sim446 Done Sim445 Done Sim444 Done Sim443 Done Sim442 Done Sim441 Done Sim440 Done Sim439 Done Sim438 Done Sim437 Done Sim436 Done Sim435 Done Sim434 Done Sim433 Done Sim432 Done Sim431 Done Sim430 Done Sim429 Done Sim428 Done Sim427 Done Sim426 Done Sim425 Done Sim424 Done Sim423 Done Sim422 Done Sim421 Done Sim420 Done Sim419 Done Sim90 Done Sim89 Done Sim88 Done Sim87 Done Sim86 Done Sim85 Done Sim84 Done Sim83 Done Sim82 Done Sim81 Done Sim80 Done Sim79 Done Sim78 Done Sim77 Done Sim76 Done Sim75 Done Sim74 Done Sim73 Done Sim72 Done Sim71 Done Sim70 Done Sim69 Done Sim68 Done Sim67 Done Sim66 Done Sim65 Done Sim64 Done Sim63 Done Sim62 Done Sim61 Done Sim60 Done Sim59 Done Sim58 Done Sim57 Done Sim56 Done Sim261 Done Sim260 Done Sim259 Done Sim258 Done Sim257 Done Sim256 Done Sim255 Done Sim254 Done Sim253 Done Sim252 Done Sim251 Done Sim250 Done Sim249 Done Sim248 Done Sim247 Done Sim246 Done Sim245 Done Sim244 Done Sim243 Done Sim242 Done Sim241 Done Sim240 Done Sim239 Done Sim238 Done Sim237 Done Sim236 Done Sim235 Done Sim234 Done Sim233 Done Sim232 Done Sim231 Done Sim230 Done Sim229 Done Sim228 Done Sim227 Done Sim334 Done Sim333 Done Sim332 Done Sim331 Done Sim330 Done Sim329 Done Sim328 Done Sim327 Done Sim326 Done Sim325 Done Sim324 Done Sim323 Done Sim322 Done Sim321 Done Sim320 Done Sim319 Done Sim318 Done Sim317 Done Sim316 Done Sim315 Done Sim314 Done Sim313 Done Sim312 Done Sim311 Done Sim310 Done Sim309 Done Sim308 Done Sim307 Done Sim306 Done Sim305 Done Sim304 Done Sim303 Done Sim302 Done Sim301 Done Sim300 Done Sim299 Done Sim298 Done Sim297 Done Sim296 Done Sim295 Done Sim294 Done Sim293 Done Sim292 Done Sim291 Done Sim418 Done Sim417 Done Sim416 Done Sim415 Done Sim414 Done Sim413 Done Sim412 Done Sim411 Done Sim410 Done Sim55 Done Sim54 Done Sim53 Done Sim226 Done Sim225 Done Sim224 Done Sim223 Done Sim222 Done Sim221 Done Sim220 Done Sim219 Done Sim218 Done Sim217 Done Sim216 Done Sim215 Done Sim214 Done Sim213 Done Sim212 Done Sim211 Done Sim210 Done Sim209 Done Sim208 Done Sim207 Done Sim206 Done Sim205 Done Sim204 Done Sim203 Done Sim202 Done Sim201 Done Sim200 Done Sim199 Done Sim198 Done Sim197 Done Sim196 Done Sim195 Done Sim194 Done Sim193 Done Sim192 Done Sim191 Done Sim190 Done Sim189 Done Sim188 Done Sim187 Done Sim186 Done Sim185 Done Sim184 Done Sim183 Done Sim182 Done Sim181 Done Sim180 Done Sim179 Done Sim178 Done Sim177 Done Sim176 Done Sim175 Done Sim174 Done Sim173 Done Sim172 Done Sim646 Done Sim645 Done Sim644 Done Sim643 Done Sim642 Done Sim641 Done Sim640 Done Sim639 Done Sim638 Done Sim637 Done Sim636 Done Sim635 Done Sim634 Done Sim633 Done Sim632 Done Sim631 Done Sim630 Done Sim629 Done Sim628 Done Sim627 Done Sim626 Done Sim625 Done Sim624 Done Sim623 Done Sim622 Done Sim621 Done Sim620 Done Sim619 Done Sim618 Done Sim617 Done Sim616 Done Sim615 Done Sim614 Done Sim613 Done Sim612 Done Sim611 Done Sim610 Done Sim609 Done Sim608 Done Sim607 Done Sim606 Done Sim605 Done Sim604 Done Sim603 Done Sim602 Done Sim601 Done Sim600 Done Sim599 Done Sim598 Done Sim597 Done Sim596 Done Sim595 Done Sim594 Done Sim593 Done Sim592 Done Sim591 Done Sim590 Done Sim589 Done Sim588 Done Sim587 Done Sim586 Done Sim585 Done Sim584 Done Sim583 Done Sim582 Done Sim581 Done Sim580 Done Sim579 Done Sim578 Done Sim577 Done Sim576 Done Sim575 Done Sim574 Done Sim573 Done Sim572 Done Sim571 Done Sim570 Done Sim569 Done Sim568 Done Sim567 Done Sim566 Done Sim565 Done Sim564 Done Sim563 Done Sim562 Done Sim561 Done Sim560 Done Sim559 Done Sim558 Done Sim557 Done Sim556 Done Sim555 Done Sim554 Done Sim553 Done Sim552 Done Sim551 Done Sim550 Done Sim549 Done Sim548 Done Sim547 Done Sim546 Done Sim545 Done Sim544 Done Sim543 Done Sim542 Done Sim541 Done Sim540 Done Sim539 Done Sim538 Done Sim537 Done Sim536 Done Sim535 Done Sim534 Done Sim533 Done Sim532 Done Sim531 Done Sim530 Done Sim529 Done Sim705 Done Sim704 Done Sim703 Done Sim702 Done Sim701 Done Sim700 Done Sim699 Done Sim698 Done Sim697 Done Sim696 Done Sim695 Done Sim694 Done Sim693 Done Sim692 Done Sim691 Done Sim690 Done Sim689 Done Sim688 Done Sim687 Done Sim686 Done Sim685 Done Sim684 Done Sim683 Done Sim682 Done Sim681 Done Sim680 Done Sim679 Done Sim678 Done Sim677 Done Sim676 Done Sim675 Done Sim674 Done Sim673 Done Sim672 Done Sim794 Done Sim793 Done Sim792 Done Sim791 Done Sim790 Done Sim789 Done Sim788 Done Sim787 Done Sim786 Done Sim785 Done Sim784 Done Sim783 Done Sim782 Done Sim781 Done Sim780 Done Sim779 Done Sim778 Done Sim777 Done Sim776 Done Sim775 Done Sim774 Done Sim773 Done Sim772 Done Sim771 Done Sim770 Done Sim769 Done Sim768 Done Sim767 Done Sim766 Done Sim765 Done Sim764 Done Sim763 Done Sim762 Done Sim761 Done Sim760 Done Sim759 Done Sim758 Done Sim757 Done Sim756 Done Sim755 Done Sim754 Done Sim753 Done Sim752 Done Sim751 Done Sim750 Done Sim749 Done Sim748 Done Sim747 Done Sim746 Done Sim745 Done Sim744 Done Sim743 Done Sim742 Done Sim741 Done Sim740 Done Sim739 Done Sim738 Done Sim737 Done Sim736 Done Sim735 Done Sim734 Done Sim733 Done Sim732 Done Sim731 Done Sim730 Done Sim729 Done Sim728 Done Sim727 Done Sim726 Done Sim725 Done Sim724 Done Sim723 Done Sim722 Done Sim721 Done Sim720 Done Sim719 Done Sim718 Done Sim717 Done Sim716 Done Sim715 Done Sim714 Done Sim713 Done Sim712 Done Sim711 Done Sim710 Done Sim709 Done Sim708 Done Sim707 Done Sim706 Done Sim671 Done Sim670 Done Sim669 Done Sim668 Done Sim667 Done Sim666 Done Sim665 Done Sim664 Done Sim663 Done Sim662 Done Sim661 Done Sim660 Done Sim659 Done Sim658 Done Sim657 Done Sim656 Done Sim655 Done Sim654 Done Sim653 Done Sim652 Done Sim651 Done Sim650 Done Sim649 Done Sim648 Done Sim647 Done Sim884 Done Sim883 Done Sim882 Done Sim881 Done Sim880 Done Sim879 Done Sim878 Done Sim877 Done Sim876 Done Sim875 Done Sim874 Done Sim873 Done Sim872 Done Sim871 Done Sim870 Done Sim869 Done Sim868 Done Sim867 Done Sim866 Done Sim865 Done Sim864 Done Sim863 Done Sim862 Done Sim861 Done Sim860 Done Sim859 Done Sim858 Done Sim857 Done Sim856 Done Sim855 Done Sim914 Done Sim913 Done Sim912 Done Sim911 Done Sim910 Done Sim909 Done Sim908 Done Sim907 Done Sim906 Done Sim905 Done Sim904 Done Sim903 Done Sim902 Done Sim901 Done Sim900 Done Sim854 Done Sim853 Done Sim852 Done Sim851 Done Sim850 Done Sim849 Done Sim848 Done Sim847 Done Sim846 Done Sim845 Done Sim844 Done Sim843 Done Sim842 Done Sim841 Done Sim840 Done Sim839 Done Sim838 Done Sim837 Done Sim836 Done Sim835 Done Sim834 Done Sim833 Done Sim832 Done Sim831 Done Sim830 Done Sim829 Done Sim828 Done Sim827 Done Sim826 Done Sim825 Done Sim899 Done Sim898 Done Sim897 Done Sim896 Done Sim895 Done Sim894 Done Sim893 Done Sim892 Done Sim891 Done Sim890 Done Sim889 Done Sim888 Done Sim887 Done Sim886 Done Sim885 Done Sim824 Done Sim823 Done Sim822 Done Sim821 Done Sim820 Done Sim819 Done Sim818 Done Sim817 Done Sim816 Done Sim815 Done Sim814 Done Sim813 Done Sim812 Done Sim811 Done Sim810 Done Sim809 Done Sim808 Done Sim807 Done Sim806 Done Sim805 Done Sim804 Done Sim803 Done Sim802 Done Sim801 Done Sim800 Done Sim799 Done Sim798 Done Sim797 Done Sim796 Done Sim795 Done Sim957 Done Sim956 Done Sim955 Done Sim954 Done Sim953 Done Sim952 Done Sim951 Done Sim950 Done Sim949 Done Sim948 Done Sim947 Done Sim946 Done Sim945 Done Sim970 Done Sim969 Done Sim968 Done Sim967 Done Sim966 Done Sim965 Done Sim964 Done Sim963 Done Sim962 Done Sim961 Done Sim960 Done Sim959 Done Sim958 Done Sim997 Done Sim999 Done Sim929 Done Sim928 Done Sim927 Done Sim926 Done Sim925 Done Sim924 Done Sim923 Done Sim922 Done Sim921 Done Sim920 Done Sim919 Done Sim918 Done Sim917 Done Sim916 Done Sim915 Done Sim996 Done Sim995 Done Sim994 Done Sim993 Done Sim992 Done Sim991 Done Sim990 Done Sim989 Done Sim988 Done Sim987 Done Sim986 Done Sim985 Done Sim984 Done Sim983 Done Sim982 Done Sim981 Done Sim980 Done Sim979 Done Sim978 Done Sim977 Done Sim976 Done Sim975 Done Sim974 Done Sim973 Done Sim972 Done Sim971 Done Sim944 Done Sim943 Done Sim942 Done Sim941 Done Sim940 Done Sim939 Done Sim938 Done Sim937 Done Sim936 Done Sim935 Done Sim934 Done Sim933 Done Sim932 Done Sim931 Done Sim930 Done Sim998 Done Sim1000 Done
T7.Nominal=T7.Estlsqc(:,1);
th=sum(res<res(1)*1.01)
th = 257
T7_2=gsua_ia(T7,T7.Estlsqc(:,1:th));