I am trying to determine if three groups are statistically distinct from one another. As is my script produces P values for each x and y coordinate but i am unsure how to get a comparison between the groups as a whole. My script and example data are attached. Can anyone tell me how i would go about determine if the groups Rafalt, Rafnas, and Rafpon are statistically distinct? I have tried to make subsets to do a pairwise comparison but that has not been successful. Any input is much appreciated.
data1<-PCWIDE1 names(data1) Raf.manova1<- manova(cbind(x1,y1,x2,y2,x3,y3,x4,y4,x5,y5,x6,y6,x7,y7,x8,y8,x9,y9,x10,y10,x11,y11,x12,y12,x13,y13,x14,y14,x15,y15,x16,y16,x17,y17,x18,y18,x20,y20,x21,y21,x22,y22,x23,y23,x24,y24,x25,y25,x26,y26,x27,y27,x28,y28,x29,y29,x30,y30,x31,y31)~ as.factor(Species),data=data1) SAV<-summary.aov(Raf.manova1) print(SAV) -- MORPHMET may be accessed via its webpage at http://www.morphometrics.org --- You received this message because you are subscribed to the Google Groups "MORPHMET" group. To unsubscribe from this group and stop receiving emails from it, send an email to morphmet+unsubscr...@morphometrics.org.
Species x1 y1 x2 y2 x3 y3 x4 y4 x5 y5 x6 y6 x7 y7 x8 y8 x9 y9 x10 y10 x11 y11 x12 y12 x13 y13 x14 y14 x15 y15 x16 y16 x17 y17 x18 y18 x19 y19 x20 y20 x21 y21 x22 y22 x23 y23 x24 y24 x25 y25 x26 y26 x27 y27 x28 y28 x29 y29 x30 y30 x31 y31 Rafalt 0.184046518 -0.028297185 0.173517477 0.007724933 0.169101019 0.044376702 0.154539725 0.076231772 0.136876776 0.104542621 0.114609848 0.127591461 0.089621007 0.147529846 0.060586949 0.162844869 0.022228104 0.167499538 -0.020733045 0.166886789 -0.059509435 0.160914503 -0.099011969 0.155575123 -0.124479806 0.135424935 -0.142712618 0.10894406 -0.157478722 0.079429738 -0.169202721 0.047253455 -0.176118878 0.0108715 -0.181486793 -0.026863508 -0.172991382 -0.063223719 -0.165552061 -0.103213632 -0.156068928 -0.140875478 -0.127730286 -0.156987447 -0.084348683 -0.155904575 -0.040757956 -0.154580952 0.002833266 -0.153254659 0.039883657 -0.148308411 0.078372661 -0.139555279 0.118286969 -0.132047282 0.158318064 -0.124638856 0.185383541 -0.105885218 0.189977701 -0.070005644 Rafalt 0.19128656 -0.026933336 0.184091096 0.010768405 0.170888063 0.042590811 0.159945891 0.07662716 0.140801585 0.102633833 0.117409872 0.124482117 0.08921709 0.141630289 0.058852782 0.156652186 0.018646198 0.162036934 -0.024421927 0.162329658 -0.064244009 0.157298619 -0.099512372 0.147615097 -0.126462349 0.129434337 -0.147937442 0.105661067 -0.16761835 0.080055339 -0.180518367 0.047523231 -0.190476143 0.011986632 -0.189765739 -0.0294419 -0.183076369 -0.067633296 -0.172709137 -0.102229936 -0.146798937 -0.121613343 -0.111594974 -0.131898076 -0.073219282 -0.139076701 -0.034343258 -0.145764462 0.002705709 -0.153586357 0.041225483 -0.147227621 0.082358189 -0.14353563 0.123490539 -0.139842194 0.156292998 -0.127638874 0.184835292 -0.111584791 0.19065131 -0.071319196 Rafalt 0.18063224 -0.020179753 0.180151924 0.018271021 0.170339525 0.056167546 0.155032207 0.088479354 0.134938157 0.115925293 0.111697837 0.140172563 0.091358521 0.162904282 0.05371276 0.161664547 0.020678826 0.175953112 -0.010592221 0.16465267 -0.043042764 0.149483605 -0.075991875 0.134803435 -0.106154238 0.117381572 -0.132629449 0.096332442 -0.15580778 0.072040325 -0.171868648 0.040746786 -0.183917746 0.005508031 -0.193903685 -0.031130861 -0.194864217 -0.068486231 -0.184739415 -0.106062313 -0.157121526 -0.125860536 -0.118754883 -0.134731963 -0.081481274 -0.144713075 -0.041546459 -0.151987376 -0.002850968 -0.159243955 0.036070373 -0.155494103 0.07989358 -0.151513154 0.121088221 -0.14494483 0.157170077 -0.133345277 0.178970222 -0.107696804 0.183532676 -0.065096355 Rafalt 0.183409461 -0.030013313 0.180658175 0.007302911 0.170979538 0.042712371 0.16470033 0.079258263 0.149108018 0.109352695 0.121912738 0.129018372 0.087010182 0.141756855 0.053431618 0.155684692 0.016400112 0.166507362 -0.025783109 0.170776821 -0.063516514 0.16368424 -0.094806601 0.149422056 -0.118961436 0.127221014 -0.14148235 0.103202256 -0.160660837 0.075465073 -0.176020187 0.043478974 -0.180773764 0.001828787 -0.179369372 -0.038130327 -0.192041758 -0.072032341 -0.188236165 -0.10552207 -0.152273438 -0.117308379 -0.117253635 -0.129941219 -0.078292981 -0.139031055 -0.036130394 -0.145242248 0.004938977 -0.151475307 0.044795343 -0.14728051 0.085614613 -0.147358019 0.123659299 -0.140610786 0.160438815 -0.13245534 0.177888994 -0.102794442 0.180656328 -0.067477386 Rafalt 0.177182763 -0.035944585 0.178928454 0.005017464 0.172458011 0.042694937 0.156330043 0.073014299 0.137935473 0.101089219 0.114540098 0.124211948 0.086072662 0.142312305 0.055295944 0.158125498 0.020054965 0.160501078 -0.02010556 0.165449954 -0.060646121 0.162316624 -0.092375444 0.148503057 -0.114849306 0.12445198 -0.139743102 0.102844757 -0.159783798 0.076336719 -0.176272884 0.046242165 -0.190176623 0.013537887 -0.190631912 -0.03274601 -0.195049324 -0.075023657 -0.189241134 -0.112032056 -0.162484615 -0.131827408 -0.118873748 -0.134933147 -0.075016458 -0.133826477 -0.036703477 -0.134241402 0.002015764 -0.142186367 0.043014997 -0.136848824 0.086659923 -0.134180134 0.132503817 -0.134621046 0.174029569 -0.130254587 0.196847413 -0.106550518 0.188083611 -0.071433672 Rafalt 0.193002205 -0.029860038 0.189703463 0.012887446 0.17618512 0.045525765 0.166648889 0.082105389 0.14621779 0.10790464 0.120934457 0.128902208 0.090628991 0.144930437 0.058559913 0.159212983 0.017807409 0.164900467 -0.024200424 0.16330214 -0.060584167 0.153569688 -0.09434647 0.141186445 -0.120055866 0.120664505 -0.139315095 0.093623829 -0.153265858 0.061218651 -0.171638064 0.03328219 -0.18497438 0.000257783 -0.193053711 -0.034416787 -0.190840243 -0.074607081 -0.196662878 -0.107063206 -0.162345995 -0.116708614 -0.124439955 -0.125216703 -0.083071973 -0.130297583 -0.043940693 -0.137589996 -0.003385537 -0.143471434 0.036221172 -0.137407027 0.079251885 -0.134392663 0.122080835 -0.131172695 0.162086701 -0.125098012 0.193625803 -0.110467276 0.193166678 -0.075705453 Rafalt 0.174800761 -0.046394583 0.170221153 -0.009674621 0.163556128 0.025815878 0.151640621 0.058188567 0.140561597 0.091032344 0.118492895 0.117354733 0.090312736 0.140047481 0.050601148 0.155893593 0.007725374 0.161942617 -0.034749138 0.167164805 -0.071296558 0.162290926 -0.100630626 0.145242402 -0.127985774 0.124875566 -0.14869541 0.093303521 -0.169054118 0.061178525 -0.189221287 0.028764813 -0.210341242 -0.001987557 -0.234133785 -0.028157847 -0.22951138 -0.056265329 -0.186659111 -0.070332161 -0.1436211 -0.084257722 -0.100451904 -0.098048775 -0.056991532 -0.111632867 -0.013807431 -0.123066774 0.029412356 -0.129534057 0.07277 -0.13617744 0.116006096 -0.142572212 0.15923216 -0.148937854 0.19872985 -0.149023277 0.191773064 -0.11507352 0.18131446 -0.081959178 Rafalt 0.181880499 -0.020570727 0.177533286 0.014854516 0.163716056 0.043761207 0.151695276 0.073903124 0.132604022 0.099172461 0.111665417 0.123165473 0.081677954 0.14092503 0.044163659 0.153496564 0.004488825 0.164570817 -0.029042004 0.178192298 -0.059882934 0.167185122 -0.091284092 0.156994036 -0.114989795 0.135631189 -0.13646484 0.111033421 -0.157779532 0.086209269 -0.17360806 0.053423028 -0.183310893 0.012165011 -0.190967616 -0.031504343 -0.194764666 -0.072523793 -0.179335102 -0.100314631 -0.146351812 -0.116015079 -0.106461514 -0.126949346 -0.066345142 -0.137721206 -0.027088407 -0.149081234 0.012151663 -0.154428894 0.054657202 -0.160365264 0.09672194 -0.165652113 0.13715751 -0.168570108 0.160180214 -0.146202443 0.169076599 -0.103336628 0.178306287 -0.061446759 Rafalt 0.184550896 -0.024652651 0.183463283 0.013661192 0.177050795 0.048197788 0.163820655 0.077895036 0.142213463 0.101644064 0.117267903 0.123020763 0.0865772 0.140317955 0.051281232 0.154343218 0.01068712 0.160796084 -0.029243097 0.161999114 -0.064319119 0.15634757 -0.094357336 0.143598601 -0.121404212 0.126637509 -0.146044097 0.106288279 -0.167082595 0.080869334 -0.182545574 0.047597881 -0.191599279 0.007446297 -0.191402199 -0.03072071 -0.202092144 -0.070152536 -0.183691569 -0.096176827 -0.146385698 -0.108782485 -0.106525555 -0.119567825 -0.066656871 -0.130341601 -0.02982422 -0.143267358 0.011008679 -0.145740855 0.052559627 -0.149215654 0.095369747 -0.154457781 0.135126337 -0.155394528 0.166432217 -0.14442521 0.167979159 -0.109227955 0.177785251 -0.068536709 Rafalt 0.19015579 -0.03212142 0.184611576 0.003304372 0.175253854 0.036683549 0.160904948 0.067374014 0.137869945 0.093385725 0.1112388 0.117451825 0.081231509 0.139694785 0.046163146 0.159202646 0.005506186 0.164886041 -0.032879949 0.164901849 -0.065700524 0.15450524 -0.096088538 0.1395965 -0.12556405 0.123009839 -0.150836035 0.098616743 -0.171726754 0.066091569 -0.196035791 0.039962339 -0.20368595 0.002942457 -0.226574351 -0.025750717 -0.212226516 -0.05246418 -0.170340367 -0.068370445 -0.129455366 -0.084788179 -0.097985313 -0.106219114 -0.055871141 -0.121913735 -0.023628997 -0.134621971 0.018821141 -0.142197512 0.05929487 -0.150076964 0.104301029 -0.162350794 0.144956285 -0.166511076 0.173506663 -0.14948021 0.181518277 -0.107003749 0.183265622 -0.067739428 Rafalt 0.191343153 -0.035093305 0.183766078 0.002095154 0.17212216 0.036827913 0.154494888 0.066731126 0.134017063 0.094329842 0.110404579 0.11939396 0.081472753 0.136879588 0.050314523 0.15584542 0.012512965 0.169436462 -0.025306667 0.161649585 -0.060040618 0.150009201 -0.090477314 0.133043879 -0.119294012 0.114074408 -0.145687451 0.09210616 -0.167917165 0.064984882 -0.180080098 0.035563939 -0.185871724 0.008426317 -0.203035494 -0.023250568 -0.215838317 -0.05962904 -0.205567764 -0.092998976 -0.163714669 -0.103343225 -0.120374445 -0.112477165 -0.07692282 -0.121512566 -0.033470793 -0.130542295 0.01095885 -0.134672287 0.056140714 -0.135985618 0.101193255 -0.137125878 0.146244106 -0.138258713 0.18819926 -0.135555518 0.20603825 -0.1073936 0.194376756 -0.073559083 Rafalt 0.182978518 -0.031896882 0.183589572 0.008039707 0.172722244 0.041639612 0.157750686 0.072220498 0.139983415 0.100742714 0.112994093 0.12247975 0.083696807 0.14251789 0.048189348 0.157985516 0.00931955 0.167818654 -0.031449643 0.170527098 -0.06692217 0.162206591 -0.095848901 0.144986491 -0.123788131 0.126426157 -0.149959472 0.10546453 -0.169807758 0.07590911 -0.174274847 0.038311766 -0.186950679 0.004255359 -0.181852207 -0.020598783 -0.19450172 -0.05991384 -0.184664726 -0.092865357 -0.146967983 -0.106728814 -0.110614284 -0.121573441 -0.068792715 -0.132392223 -0.031748183 -0.14672163 0.011565342 -0.149075828 0.054042318 -0.150282673 0.093470297 -0.151626786 0.135948561 -0.152826507 0.172728531 -0.146279256 0.179687785 -0.109203013 0.179476355 -0.069546411 Rafalt 0.192201415 -0.0330294 0.187419712 0.006693459 0.174421411 0.039531562 0.161401327 0.072351834 0.142277122 0.100053625 0.11694295 0.122548308 0.088774154 0.142665701 0.055903383 0.158839635 0.013638513 0.167133127 -0.030534146 0.16767141 -0.066419212 0.158308909 -0.09482085 0.140018065 -0.121019781 0.119100682 -0.146551871 0.097388908 -0.163617056 0.065578594 -0.178648708 0.031344425 -0.198158888 0.002456513 -0.201571233 -0.031330719 -0.200210922 -0.064720246 -0.183105057 -0.094110944 -0.150057132 -0.108143022 -0.109695838 -0.11284423 -0.073003428 -0.125811342 -0.035468002 -0.138069243 0.004141759 -0.144989219 0.045049013 -0.141622373 0.085171312 -0.137313475 0.126473204 -0.134409141 0.168749023 -0.132666145 0.198193318 -0.11562095 0.192124506 -0.077004309 Rafalt 0.19124697 -0.026546316 0.185523892 0.013184334 0.178056895 0.051314415 0.162626605 0.082131712 0.14545253 0.111347432 0.112024568 0.123801858 0.082905605 0.142047673 0.05360688 0.160128022 0.018487671 0.172861934 -0.022385355 0.168385689 -0.054346986 0.154201983 -0.085849516 0.139517962 -0.113491663 0.125624056 -0.133338707 0.098248345 -0.150801147 0.068276302 -0.167193826 0.037139633 -0.184726678 0.007245237 -0.191458413 -0.034409655 -0.19279573 -0.069951349 -0.191888832 -0.104932943 -0.164253617 -0.124541752 -0.124940313 -0.133425619 -0.083066615 -0.139957315 -0.041974563 -0.147206253 -3.44E-05 -0.151382593 0.041068075 -0.147153923 0.083541881 -0.1444171 0.126929344 -0.142674557 0.157781702 -0.127281788 0.17577765 -0.097890302 0.187516107 -0.063685123 Rafalt 0.190177636 -0.025693328 0.186342861 0.013820853 0.170406172 0.04345296 0.158607451 0.073961219 0.138071206 0.099835554 0.114400206 0.123148079 0.087971809 0.14420799 0.054984987 0.159492309 0.014163447 0.165453457 -0.028392045 0.167904283 -0.060340294 0.154804006 -0.093304517 0.142947651 -0.122380484 0.126331156 -0.148969967 0.106671602 -0.167025191 0.07656428 -0.178410355 0.03829195 -0.185822407 0.005884996 -0.200732134 -0.028065521 -0.194107726 -0.064876605 -0.17622126 -0.092913227 -0.141786905 -0.107435823 -0.108590016 -0.122965958 -0.074636926 -0.137876101 -0.037814363 -0.147102974 0.005586728 -0.148034372 0.051235922 -0.151712352 0.091497409 -0.156452021 0.129584358 -0.15086541 0.161613565 -0.137861388 0.177112587 -0.104622454 0.186778246 -0.066294812 Rafalt 0.184632355 -0.022739994 0.179462174 0.014038303 0.17354676 0.050253533 0.153781161 0.075974407 0.133153369 0.101040217 0.111413616 0.125261424 0.077438629 0.140211141 0.048794975 0.159198026 0.010826186 0.171114173 -0.024984439 0.168064078 -0.063214313 0.164808006 -0.089847777 0.14624755 -0.116973239 0.128337678 -0.14639015 0.113454176 -0.15711601 0.07971257 -0.176057779 0.051008526 -0.186611282 0.011237765 -0.188124378 -0.029857524 -0.183641925 -0.067148382 -0.179233234 -0.099001154 -0.150599647 -0.117999965 -0.108436681 -0.126743218 -0.067432653 -0.136360969 -0.029457009 -0.148271467 0.006979784 -0.156211162 0.048174277 -0.156870839 0.089697373 -0.157959076 0.130919354 -0.158648068 0.163578835 -0.14803676 0.174988839 -0.109387068 0.180732828 -0.06472593 Rafalt 0.197353345 -0.02633015 0.193457815 0.014661657 0.179982171 0.053071491 0.163350602 0.08692834 0.141056553 0.112609784 0.112145989 0.128736297 0.084753086 0.147057413 0.053642734 0.160011826 0.016471794 0.164211133 -0.014072227 0.173884259 -0.054157767 0.161569648 -0.082749926 0.141293504 -0.107267769 0.118194311 -0.130001572 0.093857874 -0.15388796 0.070317141 -0.168694802 0.040488799 -0.179535411 0.00791412 -0.183800327 -0.02921234 -0.181790836 -0.069615021 -0.179415677 -0.110249861 -0.163652218 -0.14076758 -0.129698528 -0.149620105 -0.090706193 -0.15119534 -0.05116495 -0.151975432 -0.011623242 -0.152751972 0.026390746 -0.148568436 0.066247182 -0.136099139 0.10849538 -0.125283177 0.148102972 -0.112633853 0.186730642 -0.099299833 0.204038395 -0.071205357 Rafalt 0.182114522 -0.0277989 0.179265945 0.01198623 0.170151304 0.046493661 0.156274266 0.07698915 0.137506803 0.103364839 0.115986047 0.127420736 0.089826407 0.147568645 0.056148536 0.161382505 0.01470159 0.168650573 -0.026072567 0.16748746 -0.059287019 0.156838152 -0.089755322 0.142928967 -0.115901136 0.123888539 -0.139923055 0.102327172 -0.159199747 0.07513328 -0.177821901 0.047163093 -0.189734336 0.011228497 -0.191977988 -0.028129879 -0.188809675 -0.067642685 -0.185597776 -0.106264637 -0.154533017 -0.122280997 -0.114839742 -0.131027874 -0.073390718 -0.138294802 -0.03219244 -0.145772108 0.006090966 -0.149279261 0.046272456 -0.146901695 0.087087636 -0.145274901 0.129168702 -0.145150485 0.164612694 -0.137146721 0.180858693 -0.110422266 0.182969872 -0.06946429 Rafalt 0.179974372 -0.026172098 0.179632261 0.013212219 0.164111646 0.04247579 0.158145214 0.078109381 0.13790631 0.104221533 0.110061145 0.12525824 0.082144942 0.146245408 0.048789036 0.161947194 0.010651685 0.170090457 -0.027693928 0.175643036 -0.060405095 0.165293262 -0.088312257 0.147741545 -0.117750543 0.132489133 -0.143264341 0.111355784 -0.158143768 0.076760965 -0.169484543 0.038724277 -0.173183354 -0.000844563 -0.190706698 -0.033934741 -0.205167662 -0.069123071 -0.184016134 -0.094627395 -0.14952188 -0.111230854 -0.10842286 -0.12342173 -0.067315647 -0.135601824 -0.029356816 -0.148638203 0.008887594 -0.150317234 0.050375727 -0.153130543 0.094538001 -0.159946899 0.134455962 -0.160396486 0.166546635 -0.14911105 0.170843818 -0.1067025 0.175681178 -0.066369034 Rafalt 0.194111913 -0.028001789 0.186368161 0.009501056 0.174219369 0.042814828 0.158797429 0.073015643 0.138724039 0.09879147 0.114705856 0.12081433 0.086250739 0.138616104 0.056184254 0.154884774 0.021200012 0.166473485 -0.022105889 0.167794892 -0.060326028 0.160803892 -0.091980401 0.146910111 -0.116600885 0.125622161 -0.141011937 0.104114404 -0.15928217 0.076151408 -0.170235902 0.042470933 -0.178675679 0.004175487 -0.187011652 -0.033166614 -0.188596699 -0.073803904 -0.193935533 -0.109774416 -0.171148396 -0.13296889 -0.12652963 -0.135394837 -0.08317824 -0.139025337 -0.038699133 -0.141581877 0.004326233 -0.144581696 0.043487219 -0.138581971 0.082422616 -0.134316696 0.122934059 -0.129733503 0.161154443 -0.12274111 0.185780336 -0.10145871 0.198651495 -0.067823627 Rafalt 0.20660928 -0.025576289 0.187854087 0.004114169 0.176278631 0.038423244 0.16124835 0.072154885 0.138049087 0.097039896 0.113080281 0.120008399 0.090701913 0.141717455 0.061622476 0.160234375 0.023785946 0.169263769 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0.104107309 0.115251277 0.127935018 0.086641195 0.149603658 0.050937343 0.166628871 0.014208488 0.162636178 -0.023471955 0.158512379 -0.056666699 0.147510695 -0.089492524 0.135947494 -0.118975005 0.119275895 -0.144175042 0.096060062 -0.17214091 0.077080909 -0.185650036 0.040663597 -0.190951703 0.008033338 -0.199322515 -0.026112786 -0.213983235 -0.06539542 -0.189870975 -0.090013237 -0.14812904 -0.103099958 -0.105250715 -0.115432604 -0.063864929 -0.128734227 -0.027953925 -0.145237611 0.01106843 -0.143163505 0.051521616 -0.146375903 0.093402387 -0.148652089 0.137131693 -0.155307449 0.169950042 -0.14372374 0.186998699 -0.108040284 0.185494749 -0.068666996 Rafnas 0.186727804 -0.042216328 0.167013324 -0.012934226 0.154793748 0.023586317 0.149090547 0.066396827 0.129656996 0.095958579 0.103354097 0.118890912 0.07475521 0.139607648 0.050061152 0.164090173 0.017127045 0.180615004 -0.022660199 0.184223966 -0.054211633 0.166855929 -0.082283092 0.14587791 -0.112640057 0.127268393 -0.144082642 0.109783954 -0.152669227 0.080376341 -0.172498309 0.050858118 -0.181285485 0.009899814 -0.18181902 -0.036992566 -0.192759388 -0.074391374 -0.196268957 -0.110947854 -0.16980446 -0.133726629 -0.123921485 -0.136506014 -0.077732905 -0.140247293 -0.031196684 -0.143649113 0.011131228 -0.148584345 0.047036792 -0.135738678 0.082945708 -0.122887529 0.131107036 -0.124691455 0.176125351 -0.121927261 0.209458069 -0.106400759 0.205449437 -0.072448463 Rafnas 0.203812967 -0.027337767 0.196317237 0.008568178 0.175522286 0.035335342 0.161887088 0.064907521 0.142650256 0.094668108 0.120657382 0.121470737 0.086092641 0.134782055 0.051545863 0.148112299 0.017935624 0.162441111 -0.018579596 0.173635233 -0.056370185 0.168389282 -0.084003304 0.147171685 -0.114914944 0.129007516 -0.135770041 0.101471921 -0.154469013 0.071926826 -0.166462281 0.036133134 -0.182189201 0.003820942 -0.190136215 -0.035736007 -0.188759826 -0.07496374 -0.195586065 -0.115505272 -0.175833782 -0.140957899 -0.13578489 -0.148387276 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Rafnas 0.19208256 -0.028567942 0.187593648 0.01133262 0.179095625 0.052287089 0.163810562 0.085543589 0.140800802 0.110036666 0.113502027 0.129663661 0.082931249 0.145579357 0.046343558 0.154668087 0.011682506 0.165939749 -0.019924303 0.180667333 -0.055326508 0.167276824 -0.081607666 0.145844295 -0.103202548 0.120280345 -0.127130054 0.096771288 -0.147926 0.070501707 -0.166352743 0.042143505 -0.170340554 0.001060215 -0.173625244 -0.040640389 -0.189048774 -0.071635056 -0.191817132 -0.110675452 -0.172360482 -0.139201995 -0.133110812 -0.145273133 -0.090795183 -0.147864267 -0.050002695 -0.146584085 -0.008021839 -0.149549915 0.032841427 -0.144679222 0.073112845 -0.135581891 0.113383147 -0.126481392 0.153700564 -0.117418978 0.19214819 -0.106706638 0.197563827 -0.068735973 Rafnas 0.162627879 -0.01934294 0.161172608 0.016418855 0.152590947 0.048814001 0.143972247 0.081179168 0.134803787 0.113264725 0.125139441 0.145098285 0.093056822 0.166335831 0.053968157 0.175869458 0.016598062 0.177972564 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0.120464697 -0.129471923 0.160985514 -0.120214818 0.19338773 -0.104013046 0.194431602 -0.068518586 Rafnas 0.199770439 -0.026540787 0.185699351 0.010570626 0.172763941 0.044146627 0.155887685 0.080552036 0.135446704 0.111087222 0.107693039 0.129562385 0.079299979 0.146991464 0.05332202 0.168417489 0.019122193 0.176275246 -0.020367562 0.17538519 -0.057153309 0.176566651 -0.083601274 0.153657641 -0.109700275 0.13052982 -0.128900714 0.103215327 -0.142920756 0.072755468 -0.155735931 0.04155962 -0.168842646 0.010537236 -0.17914188 -0.022186957 -0.172662337 -0.065065115 -0.162480911 -0.103949572 -0.153477711 -0.144062173 -0.133990593 -0.17155882 -0.098481098 -0.17727532 -0.055876628 -0.171276602 -0.011602791 -0.162516755 0.031836936 -0.155111827 0.070265725 -0.142779075 0.105679023 -0.125320068 0.141071361 -0.107834362 0.176409491 -0.090295828 0.200668527 -0.066036789 Rafnas 0.185173183 -0.029383653 0.179849584 0.014480574 0.170450501 0.053547829 0.160447938 0.091905899 0.136261951 0.113556628 0.109723276 0.132435928 0.083290255 0.151440393 0.05487561 0.168111112 0.020530744 0.177253923 -0.018062524 0.171128999 -0.053667771 0.158791791 -0.081543746 0.139891461 -0.106752326 0.118725745 -0.130323633 0.096169649 -0.15182774 0.071858269 -0.167433701 0.042539422 -0.175104259 0.006485164 -0.179100442 -0.032687238 -0.183357821 -0.071633118 -0.185471525 -0.112383147 -0.167778236 -0.140604401 -0.125523927 -0.139893514 -0.086575499 -0.144156387 -0.04559248 -0.146020675 -0.005965543 -0.149480673 0.032887321 -0.149528204 0.074091947 -0.141945867 0.114763391 -0.133909301 0.158092795 -0.128126364 0.193150813 -0.115320575 0.190491862 -0.073249667 Rafnas 0.178911642 -0.02097079 0.17251718 0.012483404 0.161324197 0.043623555 0.14728326 0.073381764 0.127040397 0.100136335 0.104693702 0.125863939 0.081641052 0.151241487 0.051393184 0.172743448 0.013508917 0.175651557 -0.021018442 0.171518005 -0.054152281 0.164462987 -0.08480835 0.152287802 -0.113070156 0.135167112 -0.138427006 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