[0, 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85] reg=1 samp=11 -3.32131156503295 0.112600421896226 reg=1 samp=12 -3.26103619654731 0.109882992923314 reg=1 samp=13 -3.25095163576536 0.111495199771347 reg=1 samp=14 -3.38648433844033 0.115928176937606 reg=1 samp=15 -3.25391399339055 0.1104234585377 reg=1 samp=16 -3.26172738279591 0.112743809967524 reg=1 samp=17 -3.18833613524513 0.111322232542873 reg=1 samp=18 -3.25331649677341 0.110611600821473 reg=1 samp=19 -3.32584256104816 0.11332327399351 reg=1 samp=20 -3.23228107917043 0.109525382238543 reg=1 samp=21 -3.19224540384378 0.108749285903366 reg=1 samp=22 -3.2148565714105 0.109591857082512 reg=1 samp=23 -3.31619672157496 0.10985599761286 reg=1 samp=24 -3.31288846865371 0.111106102936912 [[-3.46892022 -3.3843679 -3.31240214 -3.25541474 -3.21342532 -3.18595604 -3.17294497 -3.17517014 -3.19442069 -3.23338478 -3.29488838 -3.3796853 -3.48195874 -3.58388043 -3.65637929 -3.67416789 -3.63476085 -3.55807114] [-3.38781627 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-3.37244096 -3.46779831 -3.54383563 -3.57579701 -3.55597209 -3.49756936] [-3.3133601 -3.25839409 -3.20810606 -3.1653245 -3.1309351 -3.10517466 -3.08835139 -3.08123902 -3.08530031 -3.10274108 -3.13617338 -3.18734303 -3.25422111 -3.32694959 -3.38693794 -3.41516154 -3.40526037 -3.36631748] [-3.4283746 -3.35044402 -3.28037978 -3.2218727 -3.1757732 -3.14204541 -3.12079786 -3.11281258 -3.1198335 -3.14464923 -3.19070816 -3.26055666 -3.35205136 -3.45256618 -3.5366084 -3.57637326 -3.5614199 -3.50462695] [-3.47674904 -3.39302919 -3.32104109 -3.26350071 -3.22064191 -3.19210554 -3.1778822 -3.17875891 -3.19650513 -3.23377604 -3.29338521 -3.37618044 -3.47671051 -3.57792168 -3.65162755 -3.67260915 -3.63719594 -3.56385526] [-3.37884233 -3.29897321 -3.23000639 -3.17463339 -3.1331512 -3.10526687 -3.09100603 -3.09114861 -3.10741557 -3.14238618 -3.19881288 -3.2775982 -3.37364759 -3.47076937 -3.54205955 -3.56329487 -3.53067689 -3.46154617] [-3.31034788 -3.24675049 -3.19100476 -3.14584218 -3.1118534 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0.07257504637126169 1 -3.3353627091519624 0.19461092592474027 0.13248213001219 0.06212879591255028 2 -3.269284536007863 0.17827990684629577 0.123813105787094 0.05446680105920178 3 -3.215832392847016 0.16756702300312487 0.118173262569056 0.04939376043406889 4 -3.175512139229236 0.16000923290687646 0.113622805855121 0.04638642705175546 5 -3.1480213166198268 0.15579482623680785 0.110843127443342 0.04495169879346583 6 -3.1335381690087805 0.15400010246651186 0.109205843357418 0.04479425910909387 7 -3.1327494677102115 0.15463185713907104 0.108749285903366 0.04588257123570506 8 -3.1471776065844104 0.15984321338039395 0.111371989458814 0.048471223921579945 9 -3.1792252097681106 0.17048154508237423 0.11740237481582 0.053079170266554246 10 -3.2316026964131424 0.18676958683269174 0.126420583354969 0.06034900347772273 11 -3.30517322518661 0.20790652737083415 0.137249217625561 0.07065730974527314 12 -3.395474175258774 0.23659828810307987 0.153216256171335 0.08338203193174488 13 -3.4879299254934906 0.26165815472263276 0.165610225417241 0.09604792930539176 14 -3.5573082014523654 0.28153160325245685 0.177126054643516 0.10440554860894086 15 -3.5806558241145146 0.28190863784586606 0.177138103161415 0.10477053468445108 16 -3.5526028838212453 0.26489263418204195 0.167758478422214 0.09713415575982795 17 -3.4890690809525506 0.24221776837144873 0.157165225377512 0.08505254299393672 region plot values uncert(min)=0.108749285903366 std=0.05651081182986622 final uncert (quarature)=0.12255561610208887 The straight mean beta=-3.26938489640660630.108749285903366 The inverse weighted beta=-3.2681075255738006+-0.12255561610208887 reg=2 samp=11 -3.14862808223314 0.06324393074738123 reg=2 samp=12 -3.10227650098934 0.06193081842923723 reg=2 samp=13 -3.15894807414281 0.06419711721046244 reg=2 samp=14 -3.13528489620157 0.0628509243173714 reg=2 samp=15 -3.13730398510123 0.06279231926595819 reg=2 samp=16 -3.14746635306427 0.06313869157831042 reg=2 samp=17 -3.17606283236427 0.06371940452138618 reg=2 samp=18 -3.14185056174051 0.06247714535859633 reg=2 samp=19 -3.17129041954828 0.06245065032718127 reg=2 samp=20 -3.05810711493366 0.06113119027826665 reg=2 samp=21 -3.11461915807936 0.06220511939084842 reg=2 samp=22 -3.11489016612223 0.06215751606378665 reg=2 samp=23 -3.19934647418688 0.06392246645133566 reg=2 samp=24 -3.17995955653893 0.06387284630057417 [[-3.24047757 -3.19970244 -3.1510422 -3.0947845 -3.03213483 -2.96698234 -2.90871715 -2.8746181 -2.88598137 -2.95192246 -3.0538349 -3.15675347 -3.23572976 -3.28429263 -3.30650557 -3.30880159 -3.29648145 -3.27304524] [-3.16904595 -3.12728426 -3.07997516 -3.02773921 -2.97230213 -2.91813485 -2.87484655 -2.85860516 -2.88700502 -2.96318938 -3.06426192 -3.15657125 -3.22025784 -3.2533578 -3.26221276 -3.25391158 -3.23369157 -3.20480622] [-3.251337 -3.21586476 -3.1721739 -3.12026099 -3.06085803 -2.99712594 -2.93751082 -2.89847918 -2.90138823 -2.95691935 -3.04917165 -3.14559003 -3.22206953 -3.27152824 -3.2969099 -3.3036801 -3.29649348 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-3.06945552 -3.15765012 -3.22333033 -3.26193659 -3.27788607 -3.27719709 -3.26459267 -3.24309652] [-3.22377497 -3.17612794 -3.12490452 -3.07109527 -3.0170029 -2.9678551 -2.93400155 -2.93183325 -2.9777787 -3.07145877 -3.18455852 -3.27966194 -3.33767982 -3.36016853 -3.35673755 -3.33642757 -3.30537803 -3.26718681] [-3.10989141 -3.07992598 -3.04557521 -3.00714842 -2.96565753 -2.92401116 -2.88888913 -2.87223832 -2.88824048 -2.9414803 -3.0163297 -3.08694933 -3.13700673 -3.16416997 -3.17294556 -3.16864543 -3.15524137 -3.13520642] [-3.18511987 -3.15475863 -3.11809808 -3.07517094 -3.02664498 -2.97522059 -2.92799509 -2.89872691 -2.90510085 -2.95529819 -3.03457541 -3.11475912 -3.1761754 -3.21407093 -3.23182058 -3.23444609 -3.22598879 -3.20906659] [-3.1794169 -3.15091503 -3.11660429 -3.07658243 -3.0315704 -2.98420422 -2.9411644 -2.91509976 -2.92192509 -2.96867999 -3.04177667 -3.11564995 -3.17234165 -3.20737275 -3.2237365 -3.22601694 -3.21794502 -3.20195903] [-3.26864603 -3.22915691 -3.18369344 -3.13274365 -3.07781143 -3.02303493 -2.97761322 -2.95741485 -2.98027498 -3.05055483 -3.14721799 -3.23781826 -3.30232127 -3.33783031 -3.34980754 -3.34479143 -3.32774033 -3.30178186] [-3.25678868 -3.21574975 -3.16800672 -3.11400238 -3.05523023 -2.9959733 -2.94594288 -2.92209128 -2.943697 -3.0159396 -3.11710291 -3.21312048 -3.28259461 -3.32198653 -3.33664567 -3.33322715 -3.31685009 -3.29076968]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_2/ut_sample_scatter_alpha_spectral_index.txt 0 -3.216303712800057 0.10522728818039719 0.06170506233712558 0.0435222258432716 1 -3.17855382014912 0.10217063570262669 0.06113119027826665 0.04103944542436004 2 -3.1344189726668397 0.1011669290472205 0.06261759690453456 0.03854933214268594 3 -3.0841633643400304 0.10081605886014339 0.06458992810211618 0.0362261307580272 4 -3.028979404620625 0.1039136451128588 0.06954127631703698 0.03437236879582182 5 -2.972476569352739 0.10890732981566817 0.07547760732887679 0.03342972248679137 6 -2.923312366268073 0.11701295809801052 0.08318132992487715 0.033831628173133364 7 -2.897188911540061 0.12566242321678064 0.08996347800896205 0.03569894520781859 8 -2.9129790133809084 0.1330321940935131 0.09426071599548587 0.038771478098027244 9 -2.9775721930638857 0.14030671802608782 0.09761870861921475 0.042688009406873076 10 -3.072104683197076 0.14107828232270597 0.09425483945500303 0.04682344286770294 11 -3.1639952884707987 0.139458775475918 0.08932918796000117 0.05012958751591684 12 -3.2316124412969462 0.13402599751190483 0.08211424618639762 0.05191175132550721 13 -3.270915768927306 0.13033377457052797 0.0781133393728525 0.05222043519767546 14 -3.2865156803533404 0.12435626797273235 0.07290326245687226 0.05145300551586009 15 -3.2848416182501836 0.1181435806852171 0.06815530679538824 0.04998827388982887 16 -3.270702720220772 0.11320898445750861 0.06512486559138364 0.04808411886612497 17 -3.247255010536669 0.10883787332625729 0.06294134959118095 0.04589652373507634 region plot values uncert(min)=0.06113119027826665 std=0.036454733338665314 final uncert (quarature)=0.07117562790471776 The straight mean beta=-3.1418595839461770.06113119027826665 The inverse weighted beta=-3.141027003773279+-0.07117562790471776 reg=3 samp=11 -3.17593372579987 0.06635502994699424 reg=3 samp=12 -3.22149619172059 0.06678477735355351 reg=3 samp=13 -3.20299462770637 0.06695320395460336 reg=3 samp=14 -3.1951926530009 0.0675534880075909 reg=3 samp=15 -3.14079535198867 0.06537487993253827 reg=3 samp=16 -3.19934516478937 0.0663793907719645 reg=3 samp=17 -3.20869473550806 0.06825167647500659 reg=3 samp=18 -3.16378198114756 0.0661054144276348 reg=3 samp=19 -3.17956109761907 0.06625558789247292 reg=3 samp=20 -3.16395662114153 0.06625528964568415 reg=3 samp=21 -3.17973392154808 0.06667129575115022 reg=3 samp=22 -3.16150492176704 0.06594744579839064 reg=3 samp=23 -3.18557174167261 0.06630518263456502 reg=3 samp=24 -3.16933476064674 0.06609731206450872 [[-3.20882546 -3.192183 -3.17922748 -3.16905251 -3.16100135 -3.15468655 -3.14997877 -3.14704077 -3.14645127 -3.14947995 -3.15856861 -3.17775334 -3.21102655 -3.25336632 -3.28129218 -3.27771334 -3.25508465 -3.23000484] [-3.26292129 -3.24517848 -3.23090876 -3.21931398 -3.20976266 -3.2018535 -3.19542139 -3.19057897 -3.1878491 -3.1884677 -3.19495947 -3.21183973 -3.24454566 -3.29039528 -3.3256913 -3.32866358 -3.30915342 -3.28469103] [-3.28540444 -3.25782684 -3.23418451 -3.21381141 -3.19596309 -3.18006651 -3.16579446 -3.15315052 -3.14267702 -3.13594553 -3.13660233 -3.15210153 -3.19392573 -3.26565595 -3.33611456 -3.36210239 -3.34700902 -3.31656803] [-3.22789405 -3.21539147 -3.2050025 -3.1963067 -3.18891849 -3.1825707 -3.17713596 -3.17266174 -3.16946455 -3.16834501 -3.17101389 -3.18068611 -3.20166817 -3.23357813 -3.26136604 -3.26818099 -3.25802384 -3.24260036] [-3.233424 -3.2057191 -3.18122964 -3.15960922 -3.14024569 -3.12260148 -3.10632795 -3.09136495 -3.07815204 -3.06812417 -3.06479744 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-3.27538061 -3.25778102 -3.23435823]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_3/ut_sample_scatter_alpha_spectral_index.txt 0 -3.2340929148114537 0.12100047743332132 0.09161477746527709 0.029385699968044233 1 -3.2145519409590704 0.11092066349089039 0.08429980936693635 0.026620854123954044 2 -3.1982454240528044 0.10095636304979412 0.0763773219184312 0.024579041131362913 3 -3.1845449869987914 0.09556694942222047 0.072162578942182 0.02340437048003846 4 -3.17285292683153 0.09161891058969747 0.06848289674789006 0.02313601384180741 5 -3.1627533505844223 0.09091620238383394 0.06714885979474115 0.023767342589092792 6 -3.154041799979487 0.09064778479168573 0.06537487993253827 0.025272904859147467 7 -3.146785926280634 0.09518451780585638 0.06755822692982581 0.027626290876030565 8 -3.1414647532072766 0.1022515212432099 0.07145242015514064 0.03079910108806926 9 -3.1393576736074773 0.1132536037421222 0.07854708005812262 0.03470652368399959 10 -3.143062684692689 0.12748294144867492 0.0884614612795208 0.039021480169154125 11 -3.1576783077589985 0.14725354347072153 0.104536265728396 0.04271727774232554 12 -3.1902558170437545 0.16796506600711758 0.124480573512624 0.04348449249449359 13 -3.240584452059122 0.18359337683680105 0.144223397079659 0.03936997975714204 14 -3.2849376954787366 0.1857010584635516 0.15055981929026 0.035141239173291594 15 -3.296233785670906 0.17290646539131105 0.137584409510575 0.03532205588073607 16 -3.2807685435655376 0.15489808157142818 0.119996742774063 0.034901338797365185 17 -3.25695638036139 0.13815521048828744 0.10568783026801 0.032467380220277446 region plot values uncert(min)=0.06537487993253827 std=0.021811451099082394 final uncert (quarature)=0.06891744572487765 The straight mean beta=-3.1819926782897470.06537487993253827 The inverse weighted beta=-3.1816632201591117+-0.06891744572487765 reg=4 samp=11 -3.52504029106192 0.107165331168566 reg=4 samp=12 -3.60227088814677 0.112147165378459 reg=4 samp=13 -3.59505877611844 0.1096869785867 reg=4 samp=14 -3.64866587266643 0.110028962851615 reg=4 samp=15 -3.55793411360371 0.108394579858025 reg=4 samp=16 -3.56221621804069 0.110471919285393 reg=4 samp=17 -3.46054365417727 0.107428862754703 reg=4 samp=18 -3.53891274913339 0.108135309585723 reg=4 samp=19 -3.51792958863988 0.108261485500343 reg=4 samp=20 -3.60552894538644 0.111423775783152 reg=4 samp=21 -3.54214234642719 0.107127002126352 reg=4 samp=22 -3.61121226021147 0.111716258732919 reg=4 samp=23 -3.54464727035279 0.107810132225398 reg=4 samp=24 -3.5760773968145 0.109340727176577 [[-3.51250741 -3.55388281 -3.59720009 -3.63848046 -3.67236769 -3.69246213 -3.69280626 -3.67052444 -3.62826388 -3.57421866 -3.51906766 -3.47198722 -3.43841438 -3.42013684 -3.41656382 -3.426003 -3.44645944 -3.47595508] [-3.61922246 -3.65050972 -3.67967987 -3.70359694 -3.71851946 -3.72061327 -3.70719718 -3.67848006 -3.63870645 -3.59538222 -3.55659603 -3.52824231 -3.51288501 -3.51032377 -3.51881976 -3.53611496 -3.55997504 -3.58833803] [-3.56245559 -3.6057224 -3.65329456 -3.70127378 -3.74413225 -3.77476393 -3.78572166 -3.77195932 -3.7339975 -3.67899602 -3.61820221 -3.56249221 -3.51920873 -3.49161104 -3.47999589 -3.48311071 -3.49914992 -3.5262289 ] [-3.63410059 -3.69494885 -3.75878553 -3.81979715 -3.87003819 -3.89988906 -3.90030501 -3.86690041 -3.80373858 -3.72330863 -3.64170591 -3.57252351 -3.52359186 -3.49728775 -3.4925415 -3.50676133 -3.53699805 -3.58038856] [-3.54990244 -3.57932522 -3.60967653 -3.63815882 -3.66110789 -3.67422731 -3.67356244 -3.6572262 -3.62704132 -3.58865175 -3.54954055 -3.5162691 -3.49279835 -3.48044367 -3.47874295 -3.48638702 -3.50182284 -3.52350622] [-3.56033811 -3.59187234 -3.62340099 -3.6520275 -3.67405808 -3.68523268 -3.6816845 -3.66168194 -3.62737021 -3.58499123 -3.54281054 -3.50803267 -3.48484229 -3.47434469 -3.47561488 -3.48682162 -3.50594373 -3.53105862] [-3.44444606 -3.47090343 -3.49921734 -3.52700722 -3.55101777 -3.56718637 -3.57137456 -3.56092715 -3.53645596 -3.50243491 -3.46569761 -3.4327808 -3.40801011 -3.39317082 -3.38821804 -3.39216969 -3.40373146 -3.42158854] [-3.48415244 -3.51679829 -3.55644257 -3.60050191 -3.64481147 -3.68323065 -3.70815469 -3.71262484 -3.69365983 -3.65458639 -3.60402255 -3.55206663 -3.50671772 -3.47253588 -3.45118316 -3.44258861 -3.44591892 -3.46013013] [-3.52119426 -3.55316547 -3.5846106 -3.61250845 -3.63303606 -3.64188615 -3.63536537 -3.61224531 -3.57542104 -3.53179444 -3.48984728 -3.45650789 -3.43544392 -3.42728065 -3.43077578 -3.44393587 -3.46467448 -3.49104455] [-3.59168053 -3.6285217 -3.66691849 -3.70345699 -3.73365353 -3.75216578 -3.75387732 -3.73595605 -3.70000353 -3.65253067 -3.6028034 -3.55939609 -3.52781673 -3.51017707 -3.50617139 -3.5142659 -3.53252274 -3.55897742] [-3.4985185 -3.53654299 -3.58012975 -3.62610535 -3.66971487 -3.70440425 -3.72262093 -3.71819835 -3.68968649 -3.64224017 -3.58593406 -3.53151854 -3.4868644 -3.45593498 -3.43964887 -3.43723615 -3.44727107 -3.46820816] [-3.66133911 -3.70384508 -3.74034396 -3.76634798 -3.77688213 -3.76749247 -3.73618497 -3.68565399 -3.6241109 -3.56321573 -3.51388742 -3.48283681 -3.47179312 -3.47889905 -3.50062382 -3.5331218 -3.57284073 -3.61659325] [-3.52797711 -3.56494424 -3.60398936 -3.64174275 -3.67366073 -3.69417498 -3.69776774 -3.68114553 -3.64561294 -3.59770778 -3.5469767 -3.50231129 -3.46942677 -3.45052814 -3.44534902 -3.45239013 -3.46976473 -3.49558024] [-3.53487815 -3.56369649 -3.59763223 -3.63424619 -3.66986257 -3.69938368 -3.71685213 -3.71718429 -3.69865549 -3.66446543 -3.6217838 -3.57878777 -3.54191741 -3.51483137 -3.49881936 -3.49372531 -3.49873216 -3.51281278]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_4/ut_sample_scatter_alpha_spectral_index.txt 0 -3.5482675145163305 0.1710697540044928 0.110726601157115 0.060343152847377804 1 -3.5845628207755738 0.18141430209246914 0.115945998762981 0.06546830332948814 2 -3.6225515503012176 0.19165241162739527 0.121973486533602 0.06967892509379328 3 -3.6590107818954323 0.20269226484573893 0.129878554544468 0.07281371030127093 4 -3.6893239446788635 0.2150716266469465 0.140330467671258 0.07474115897568849 5 -3.7080563525456864 0.22282693606685022 0.14749472677997 0.07533220928688023 6 -3.709919786301795 0.2310226580662513 0.156599134051262 0.0744235240149893 7 -3.6919012470176877 0.23070171990658944 0.158909891262896 0.07179182864369345 8 -3.655767094577124 0.22712534073074842 0.159901711960525 0.06722362877022343 9 -3.608437646916744 0.21599124190676988 0.155234262126777 0.06075697977999289 10 -3.5592929960872812 0.20003063073971572 0.147042914803849 0.05298771593586671 11 -3.516783623356146 0.18138268210187736 0.136187345280557 0.04519533682132035 12 -3.486110530195927 0.1647941531355636 0.125616785439736 0.03917736769582758 13 -3.4690465042073346 0.1553980719690262 0.118743953070032 0.03665411889899419 14 -3.465157130331101 0.15084813957963564 0.112708932482096 0.03813920709753964 15 -3.472897805001434 0.15168244778826648 0.109122895808368 0.04255955197989849 16 -3.490554354022636 0.1555166647432138 0.107127002126352 0.048389662616861805 17 -3.5162964702547415 0.16268993359148712 0.108160355763456 0.05452957782803112 region plot values uncert(min)=0.107127002126352 std=0.04768321310590872 final uncert (quarature)=0.11725989679631707 The straight mean beta=-3.5634414550557780.107127002126352 The inverse weighted beta=-3.562374452602877+-0.11725989679631707 reg=5 samp=11 -3.10985253171312 0.05646173620803902 reg=5 samp=12 -3.14028107854632 0.05766882648193535 reg=5 samp=13 -3.10108295124369 0.05680981723100918 reg=5 samp=14 -3.18408156286328 0.05786916127295935 reg=5 samp=15 -3.16162068462311 0.05720706315700775 reg=5 samp=16 -3.09363977648123 0.05626338375815203 reg=5 samp=17 -3.12370721838876 0.05596225119655287 reg=5 samp=18 -3.13755051126711 0.05682114650208366 reg=5 samp=19 -3.06829030730249 0.05597271095313795 reg=5 samp=20 -3.12631108536054 0.0569265783922446 reg=5 samp=21 -3.13976248018234 0.05747397661391514 reg=5 samp=22 -3.11854583700517 0.0567369516485267 reg=5 samp=23 -3.10025018652118 0.05667699393367794 reg=5 samp=24 -3.09952787690798 0.05757322863135008 [[-3.14943722 -3.18018697 -3.21171015 -3.23737251 -3.24619441 -3.22863547 -3.18753202 -3.13866021 -3.09710002 -3.06876064 -3.05291437 -3.04678544 -3.04783347 -3.05432077 -3.06525446 -3.08020427 -3.09912837 -3.12218724] [-3.19331433 -3.22254824 -3.24991752 -3.26820935 -3.26695651 -3.23916589 -3.19130425 -3.14097784 -3.10229061 -3.07910567 -3.06911401 -3.06870344 -3.07498926 -3.08612412 -3.10108508 -3.11940738 -3.14095681 -3.16569457] [-3.08527567 -3.11194607 -3.14735141 -3.18886511 -3.22761838 -3.24900068 -3.24261023 -3.21270178 -3.17312999 -3.13535194 -3.10442595 -3.08121595 -3.06499166 -3.05478788 -3.04991225 -3.05009505 -3.05553022 -3.06688905] [-3.26484468 -3.29982648 -3.33000156 -3.34584434 -3.33469478 -3.29003555 -3.22334549 -3.15865223 -3.11291366 -3.08899755 -3.08237421 -3.08761876 -3.10073786 -3.11929397 -3.14197285 -3.16816042 -3.1976034 -3.23006946] [-3.21867853 -3.24658819 -3.27188776 -3.28759272 -3.28367205 -3.25347552 -3.20370221 -3.15248778 -3.11434346 -3.09287385 -3.0851796 -3.08716354 -3.09566416 -3.10870238 -3.12519251 -3.14462537 -3.1668117 -3.19163262] [-3.16785622 -3.21572823 -3.26282263 -3.29838988 -3.30567994 -3.27130388 -3.20157853 -3.12230832 -3.05715456 -3.01471097 -2.99300964 -2.98705727 -2.99247636 -3.00632474 -3.02692046 -3.05349047 -3.08584625 -3.12404424] [-3.19460772 -3.23904348 -3.28297799 -3.31659255 -3.32392897 -3.29133166 -3.22406721 -3.14752699 -3.08538685 -3.04589882 -3.02663919 -3.0223687 -3.02866273 -3.04261977 -3.06261118 -3.08789955 -3.1183135 -3.15393118] [-3.17923724 -3.20443647 -3.22880378 -3.24647544 -3.24836264 -3.22742193 -3.18782056 -3.14439807 -3.1100375 -3.088775 -3.07892654 -3.077446 -3.08183551 -3.0904783 -3.10247463 -3.11741906 -3.13521145 -3.15586847] [-3.08937437 -3.12105064 -3.15657906 -3.19055699 -3.21221319 -3.20912959 -3.17846386 -3.13235665 -3.08709671 -3.05184534 -3.02831087 -3.01487921 -3.00939748 -3.01018372 -3.01620287 -3.02699325 -3.04255203 -3.06320432] [-3.19479686 -3.23946866 -3.28368834 -3.31729078 -3.3242887 -3.29198154 -3.22670574 -3.15306936 -3.09299953 -3.05406366 -3.03418292 -3.02868079 -3.03354472 -3.04611106 -3.06487875 -3.08918319 -3.11890279 -3.15415257] [-3.20513654 -3.24906315 -3.2926786 -3.32606232 -3.33370387 -3.3033106 -3.24078838 -3.16953428 -3.11069384 -3.07191287 -3.05152772 -3.04520838 -3.04914217 -3.06076101 -3.07860261 -3.10201381 -3.13087286 -3.16529169] [-3.17061322 -3.20061524 -3.22925464 -3.24942965 -3.25037005 -3.22406469 -3.17597607 -3.12396569 -3.08322952 -3.0583602 -3.04720374 -3.04605105 -3.05188734 -3.06276839 -3.07761262 -3.09592758 -3.1175779 -3.14255265] [-3.13351465 -3.15712522 -3.18073067 -3.19904507 -3.20368002 -3.18782907 -3.15447343 -3.1161921 -3.08446258 -3.0634686 -3.0523419 -3.0487632 -3.05068737 -3.05673745 -3.06613097 -3.07852164 -3.09385222 -3.11219803] [-3.14163463 -3.1616032 -3.17921873 -3.18932072 -3.18492343 -3.16201848 -3.12607672 -3.08986951 -3.06317132 -3.04827871 -3.04313038 -3.04487105 -3.05128873 -3.06098785 -3.07319413 -3.08753396 -3.10384914 -3.12200906]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_5/ut_sample_scatter_alpha_spectral_index.txt 0 -3.1694934017558065 0.11257850900059534 0.06399366707401175 0.04858484192658359 1 -3.202118038412176 0.1237568699111383 0.07119225500049141 0.052564614910646894 2 -3.2346728982694524 0.13449494793277372 0.07912044463571553 0.05537450329705819 3 -3.259839395943031 0.14377998423886212 0.08838660669903858 0.055393377539823555 4 -3.266205582488789 0.14959254906509492 0.09869343775294324 0.05089911131215167 5 -3.2439528410006186 0.14491479656385747 0.10280498321513 0.042109813348727466 6 -3.196886472860622 0.13626947375048457 0.103218997749362 0.03305047600112257 7 -3.14267208250214 0.12659113467042155 0.09818557143756128 0.028405563232860257 8 -3.097796363875015 0.11750605227113935 0.08970898417542225 0.02779706809571709 9 -3.0683527173314777 0.10785506630042746 0.0795100079528124 0.028345058347615047 10 -3.0531069503077584 0.10122619156837714 0.07232045034231996 0.028905741226057186 11 -3.0486253435389377 0.09609844920879182 0.06654876262585153 0.029549686582940292 12 -3.051903271722794 0.09170757872591989 0.06115053108074979 0.0305570476451701 13 -3.0609908591043844 0.09090861382452238 0.0587947584743713 0.03211385535015108 14 -3.074711714999043 0.09121285573345025 0.05691730612202898 0.03429554961142128 15 -3.092431580495025 0.09306942379377516 0.05596225119655287 0.037107172597222286 16 -3.114125920215983 0.09697576301244806 0.05646652286810084 0.040509240144347224 17 -3.1398702072478506 0.10422281839576025 0.05981600326888671 0.04440681512687355 region plot values uncert(min)=0.05596225119655287 std=0.02987173523153485 final uncert (quarature)=0.06343574800322767 The straight mean beta=-3.12175029202902280.05596225119655287 The inverse weighted beta=-3.121351432510132+-0.06343574800322767 reg=6 samp=11 -3.13174213216383 0.127370277203316 reg=6 samp=12 -3.28178233958486 0.136350610877625 reg=6 samp=13 -3.15729862578733 0.127930785594649 reg=6 samp=14 -3.17940349879142 0.130367250777817 reg=6 samp=15 -3.21215549347028 0.129867509701787 reg=6 samp=16 -3.22307301276266 0.130057387791704 reg=6 samp=17 -3.21064661963684 0.128569367537384 reg=6 samp=18 -3.13045207427992 0.124448487355935 reg=6 samp=19 -3.22659169974362 0.130123885423571 reg=6 samp=20 -3.2570160061029 0.134983690234578 reg=6 samp=21 -3.2224042095806 0.130683542095959 reg=6 samp=22 -3.24333364263896 0.132346525103048 reg=6 samp=23 -3.17772502783591 0.130204404515649 reg=6 samp=24 -3.16078673221763 0.131538929291817 [[-3.40980455 -3.41523785 -3.38987425 -3.32529286 -3.21105244 -3.04006692 -2.82253624 -2.60470592 -2.46328221 -2.45085838 -2.55152665 -2.70889804 -2.87465596 -3.02406512 -3.14901378 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0.1916004388537607 0.124448487355935 0.06715195149782571 1 -3.4359258751724258 0.19386198221536144 0.12626561285289 0.06759636936247143 2 -3.3960770677196037 0.20171218123659784 0.13358061740887 0.06813156382772782 3 -3.3219219479258695 0.21148828473686265 0.143113567496922 0.06837471723994065 4 -3.2067136518389328 0.22626059400770132 0.158286250245508 0.06797434376219333 5 -3.0477420309678647 0.24310769915843505 0.175988328335232 0.06711937082320303 6 -2.858464484283509 0.26085734808578154 0.193655544096871 0.06720180398891057 7 -2.6811231158790627 0.28190963024494836 0.212138515354576 0.06977111489037237 8 -2.5798445582392606 0.288777329710286 0.215458528274769 0.07331880143551704 9 -2.5950394265732046 0.2858678523018676 0.21116194770243 0.07470590459943763 10 -2.7072201650241117 0.2687587440039541 0.194865229785762 0.0738935142181921 11 -2.86341511445038 0.2568727050313519 0.184231123577229 0.0726415814541229 12 -3.0194607721640794 0.24328972416652245 0.171737420248155 0.07155230391836746 13 -3.1541764636154523 0.2289751202514305 0.158534238604304 0.0704408816471265 14 -3.2619464617271885 0.2168840331919633 0.147622083300239 0.06926194989172431 15 -3.3432166540900745 0.20828273180461054 0.140100718147053 0.06818201365755756 16 -3.400537170192237 0.20043675156762414 0.133035037179812 0.06740171438781216 17 -3.4352236246046726 0.1970466449499672 0.129995380288381 0.0670512646615862 region plot values uncert(min)=0.124448487355935 std=0.04606200864399712 final uncert (quarature)=0.13269941463887464 The straight mean beta=-3.201029365328340.124448487355935 The inverse weighted beta=-3.199411147151562+-0.13269941463887464 reg=7 samp=11 -2.85152772918236 0.105953926252591 reg=7 samp=12 -2.86304900921669 0.106309832913116 reg=7 samp=13 -2.83468918171423 0.106747700356192 reg=7 samp=14 -2.81051578673407 0.104899831890039 reg=7 samp=15 -2.87776436765252 0.106578968339927 reg=7 samp=16 -2.86754331251165 0.108683830422554 reg=7 samp=17 -2.8988646993552 0.109465191898629 reg=7 samp=18 -2.93000582727076 0.107244319981813 reg=7 samp=19 -2.78748452260939 0.104973417271138 reg=7 samp=20 -2.89453537469553 0.107801558596344 reg=7 samp=21 -2.85228954314372 0.10823152260834 reg=7 samp=22 -2.91532272587696 0.109945690042626 reg=7 samp=23 -2.82293862647724 0.104454273149336 reg=7 samp=24 -2.85496825758159 0.108890351383656 [[-2.63988476 -2.64685403 -2.67950718 -2.73571895 -2.81054844 -2.89597147 -2.98125552 -3.05432506 -3.10406246 -3.12287892 -3.10850768 -3.06423984 -2.99763542 -2.91846532 -2.83677316 -2.76157442 -2.70024734 -2.65839394] [-2.60617648 -2.63840689 -2.70079147 -2.78882957 -2.89421208 -3.00459799 -3.10463374 -3.17861361 -3.21427527 -3.2061933 -3.15705984 -3.07628617 -2.97691852 -2.87249582 -2.77494319 -2.69369266 -2.6356564 -2.60555097] [-2.57555412 -2.58691816 -2.63023303 -2.70315623 -2.7995899 -2.9090862 -3.0172859 -3.10798185 -3.16664939 -3.18420405 -3.15922767 -3.09764269 -3.01031052 -2.90999645 -2.80896737 -2.7176964 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0.059508806712885824 6 -3.047670994535707 0.18256234803409174 0.120759020728277 0.06180332730581475 7 -3.111707025722235 0.18681160331821262 0.124281251652124 0.06253035166608861 8 -3.145251445370456 0.18527472782094268 0.124171157615301 0.06110357020564167 9 -3.1433677887439626 0.17889165584843017 0.121188503717403 0.05770315213102716 10 -3.107376007226485 0.17378300758592066 0.12063399916954 0.05314900841638066 11 -3.044374998826908 0.16694554764293928 0.118425030555149 0.048520517087790274 12 -2.9642545558380298 0.16056902068573128 0.115770383638721 0.04479863704701029 13 -2.8779274886660637 0.1546238702451258 0.112001704842294 0.042622165402831806 14 -2.7954284978305943 0.1522521237162431 0.110107084086496 0.04214503962974711 15 -2.724984816116397 0.15281293178533722 0.109754741666856 0.04305819011848122 16 -2.67280979588484 0.15182623526664313 0.107023583063659 0.044802652202984114 17 -2.6435009206584072 0.1540394783874324 0.107212647043829 0.0468268313436034 region plot values uncert(min)=0.104454273149336 std=0.040087641120847825 final uncert (quarature)=0.11188259091471732 The straight mean beta=-2.8615356402872790.104454273149336 The inverse weighted beta=-2.860670353351375+-0.11188259091471732 reg=8 samp=11 -3.20360801773367 0.101055892598578 reg=8 samp=12 -3.18475562259301 0.100421868528269 reg=8 samp=13 -3.21410982723143 0.100459521577075 reg=8 samp=14 -3.20500421093039 0.102675531124674 reg=8 samp=15 -3.20303905556154 0.100371008506376 reg=8 samp=16 -3.21789925108688 0.102312189090086 reg=8 samp=17 -3.28753646689608 0.104703911719267 reg=8 samp=18 -3.1958840836554 0.09992388062904105 reg=8 samp=19 -3.1998017454552 0.100997792364905 reg=8 samp=20 -3.17839622840074 0.100770245011058 reg=8 samp=21 -3.2455590814618 0.101534048411119 reg=8 samp=22 -3.2691165007733 0.102211266111345 reg=8 samp=23 -3.22940382555269 0.100605794299562 reg=8 samp=24 -3.22100065528939 0.09961816682368484 [[-2.78662686 -2.69016659 -2.68576203 -2.75281633 -2.86755764 -3.01032895 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11 -3.8538518053862068 0.18436422427576746 0.130246917356782 0.054117306918985454 12 -3.8902383530635976 0.19550571776900316 0.136817829817863 0.05868788795114015 13 -3.853668951832283 0.20547906853422568 0.143096265855802 0.06238280267842366 14 -3.7292478463973215 0.20840208395781984 0.145074653746053 0.06332743021176684 15 -3.520107402431531 0.2014411458565094 0.140688726503166 0.06075241935334342 16 -3.2595344904493957 0.18815827882986416 0.131958134311399 0.05620014451846517 17 -3.004988686821974 0.1750760130350514 0.12307079388747 0.05200521914758142 region plot values uncert(min)=0.09961816682368484 std=0.030952828677981197 final uncert (quarature)=0.1043161385619692 The straight mean beta=-3.21822246947296580.09961816682368484 The inverse weighted beta=-3.217722016771593+-0.1043161385619692 reg=9 samp=11 -3.09172302970909 0.05836268229026801 reg=9 samp=12 -3.10487277777189 0.05836757142407487 reg=9 samp=13 -3.13428219676595 0.0587364337206548 reg=9 samp=14 -3.10534444246711 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16 -3.103642117799184 0.0974396918059959 0.06874310794927259 0.028696583856723315 17 -3.0874376836144175 0.0905397936534802 0.06244959895318228 0.028090194700297916 region plot values uncert(min)=0.05730067185321399 std=0.029871272730001328 final uncert (quarature)=0.06461934640136675 The straight mean beta=-3.12473442016919640.05730067185321399 The inverse weighted beta=-3.124213438737639+-0.06461934640136675 reg=10 samp=11 -2.94222070732514 0.16193043250725 reg=10 samp=12 -2.88949897471105 0.160127164358752 reg=10 samp=13 -2.86501395976254 0.163982417182418 reg=10 samp=14 -2.9075507318045 0.16273089098812 reg=10 samp=15 -2.95881402201783 0.1655456955075 reg=10 samp=16 -2.98180411123179 0.167984875543038 reg=10 samp=17 -2.8565952291782 0.158824214299283 reg=10 samp=18 -3.02640365336196 0.16641481265523 reg=10 samp=19 -2.91045092802415 0.160870813652995 reg=10 samp=20 -2.96932853409469 0.167407924973561 reg=10 samp=21 -2.89722518989441 0.166633528737625 reg=10 samp=22 -2.83119342613238 0.160084347188297 reg=10 samp=23 -3.00674097160783 0.167990017136405 reg=10 samp=24 -3.04544071246133 0.17020483031809 [[-3.13576784 -3.04605041 -2.95775316 -2.87405059 -2.79756906 -2.73153795 -2.680862 -2.65316575 -2.65936195 -2.71218743 -2.81982836 -2.973687 -3.139818 -3.27158948 -3.33868018 -3.34054206 -3.29490921 -3.22173573] [-3.03778809 -2.95723907 -2.88015604 -2.8090811 -2.74620321 -2.69433747 -2.65780061 -2.64319555 -2.65965542 -2.71715237 -2.82053738 -2.95915645 -3.10107723 -3.20620583 -3.25141361 -3.2398732 -3.18924609 -3.11763355] [-2.98327571 -2.91385685 -2.84793441 -2.78780268 -2.73544105 -2.69334136 -2.66521411 -2.65655752 -2.67468967 -2.72712812 -2.81664048 -2.93326577 -3.05051748 -3.13614466 -3.17167734 -3.15975431 -3.11495689 -3.05249401] [-3.07829937 -2.98245365 -2.89264688 -2.81182996 -2.74237674 -2.68723431 -2.65085843 -2.63998082 -2.6637985 -2.73227822 -2.8503043 -3.00708638 -3.16885193 -3.29032876 -3.3424103 -3.32648545 -3.26318647 -3.17505405] [-3.14602035 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0.06079677874845637 reg=11 samp=12 -3.32074775155714 0.05967240012152426 reg=11 samp=13 -3.36783985031628 0.06087853666736236 reg=11 samp=14 -3.38039657085266 0.06100710242603062 reg=11 samp=15 -3.35100075463212 0.06040819556675772 reg=11 samp=16 -3.37988833819876 0.060205594986394 reg=11 samp=17 -3.41713012240066 0.0617469095725349 reg=11 samp=18 -3.36957878299944 0.06050946915975519 reg=11 samp=19 -3.41108663142262 0.06140734167227201 reg=11 samp=20 -3.33286325123342 0.05997158790031056 reg=11 samp=21 -3.36878697578198 0.05995081921776507 reg=11 samp=22 -3.32669680768516 0.0593587089853355 reg=11 samp=23 -3.37671826193283 0.05993974304705936 reg=11 samp=24 -3.41556628109213 0.06118421668310927 [[-3.42052633 -3.35635481 -3.30711442 -3.27866675 -3.26962668 -3.2757233 -3.29269396 -3.31729088 -3.34729404 -3.3811891 -3.41776388 -3.45565043 -3.49275087 -3.52550339 -3.54816377 -3.55289172 -3.53225178 -3.4849163 ] [-3.37845604 -3.30949279 -3.2528588 -3.21653473 -3.20044716 -3.20085065 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0.08663396428588133 0.04188392481206335 2 -3.310982958050459 0.12807435386926627 0.08225706830382477 0.0458172855654415 3 -3.2784341619338258 0.12098884346251865 0.07377146580555533 0.04721737765696333 4 -3.263874751924779 0.11643255678397854 0.06958129064103333 0.04685126614294522 5 -3.264152029338322 0.11010756719789817 0.06457300481897384 0.04553456237892434 6 -3.2754063344927014 0.10566995746490657 0.06181115410398208 0.043858803360924487 7 -3.2947085732770853 0.10171935318410462 0.05954015554036188 0.04217919764374274 8 -3.3200947602122675 0.10002983244141611 0.0593587089853355 0.04067112345608062 9 -3.350070278088862 0.09934071478771518 0.05996232075535429 0.03937839403236089 10 -3.383577250786282 0.09949084002161368 0.06125500098297967 0.038235839038634006 11 -3.4195989549148114 0.09991903922287095 0.06284920559804168 0.03706983362482927 12 -3.456415565473049 0.10141418354158488 0.06582167811246113 0.035592505429123754 13 -3.490967138805507 0.10489166088866678 0.07145691368472559 0.03343474720394118 14 -3.518120269713629 0.10744611766528715 0.07709998222369137 0.03034613544159578 15 -3.5301544880658295 0.11005104982107647 0.08320737809687444 0.026843671724202038 16 -3.5189400145402234 0.11478551870317455 0.08947572824646122 0.025309790456713332 17 -3.481015427164542 0.12140196599147891 0.09273559977901666 0.02866636621246226 region plot values uncert(min)=0.0593587089853355 std=0.031227888404059358 final uncert (quarature)=0.067071881937084 The straight mean beta=-3.37211844710739060.0593587089853355 The inverse weighted beta=-3.3715446394947617+-0.067071881937084 reg=12 samp=11 -3.38957715364277 0.173155779422276 reg=12 samp=12 -3.43337040669854 0.176642219285606 reg=12 samp=13 -3.45998367870878 0.182711437060588 reg=12 samp=14 -3.42146701864703 0.177630239852598 reg=12 samp=15 -3.31891470130074 0.169982418088517 reg=12 samp=16 -3.49135146078331 0.183565996575202 reg=12 samp=17 -3.41440244412075 0.17574427996962 reg=12 samp=18 -3.35954027118834 0.172690347627052 reg=12 samp=19 -3.41007666777767 0.180233562093285 reg=12 samp=20 -3.37779935941078 0.181145700961142 reg=12 samp=21 -3.32705467059012 0.175777486123825 reg=12 samp=22 -3.39920968036574 0.174862951091716 reg=12 samp=23 -3.35396614282588 0.174816997641619 reg=12 samp=24 -3.30036115041897 0.177307697860872 [[-3.73029343 -3.73306653 -3.70254744 -3.64843001 -3.57586322 -3.48697171 -3.38201078 -3.26042925 -3.12246514 -2.97240351 -2.82513514 -2.71595841 -2.70300351 -2.83429122 -3.08347294 -3.35176607 -3.5571348 -3.67851466] [-3.86051003 -3.83784275 -3.78282837 -3.70629251 -3.61373986 -3.50743305 -3.38785663 -3.25499759 -3.11015717 -2.95944278 -2.82047043 -2.73184493 -2.75394712 -2.9316875 -3.22540363 -3.51937653 -3.72633691 -3.83220872] [-3.8668508 -3.85188359 -3.80346246 -3.7324183 -3.64440282 -3.54182615 -3.42526919 -3.29473529 -3.15141718 -3.00108609 -2.86057646 -2.76696859 -2.77867991 -2.94091442 -3.22005392 -3.50768617 -3.7171514 -3.83023805] 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uncert(min)=0.169982418088517 std=0.05445491015772873 final uncert (quarature)=0.17849190373657203 The straight mean beta=-3.3897910576056730.169982418088517 The inverse weighted beta=-3.3883611281913044+-0.17849190373657203 reg=13 samp=11 -3.21251156744174 0.02936434393956404 reg=13 samp=12 -3.1952299119594 0.02925237178777391 reg=13 samp=13 -3.18006553582679 0.02927183553163414 reg=13 samp=14 -3.20566985462035 0.02931526146679567 reg=13 samp=15 -3.19701290898975 0.0290578846728447 reg=13 samp=16 -3.19274953485476 0.02906634018041654 reg=13 samp=17 -3.17639890044552 0.02891654010090277 reg=13 samp=18 -3.20026777228451 0.02935829023851741 reg=13 samp=19 -3.15626941526643 0.02868003304467694 reg=13 samp=20 -3.1781635136856 0.0288692010603559 reg=13 samp=21 -3.18863515933597 0.02925619569546538 reg=13 samp=22 -3.22628094516357 0.02942419291060594 reg=13 samp=23 -3.17242413822232 0.02906918165727066 reg=13 samp=24 -3.20105561912324 0.02918611765227423 [[-3.24563596 -3.2514577 -3.25488927 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-3.22175884]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_13/ut_sample_scatter_alpha_spectral_index.txt 0 -3.2246176021657114 0.048049494156218515 0.02947178945645535 0.018577704699763165 1 -3.232075701681158 0.049485453337008864 0.03140340930124306 0.01808204403576581 2 -3.2373142988207415 0.052374015516259795 0.03452970897553335 0.017844306540726444 3 -3.239752264700169 0.057006168451462405 0.03905146550340474 0.017954702948057663 4 -3.2379137033279406 0.06325280076765068 0.04470911676843345 0.01854368399921723 5 -3.2285055055240703 0.073556230488808 0.05381712310866076 0.019739107380147225 6 -3.2048479258854337 0.08572049338766624 0.06425663600977385 0.02146385737789239 7 -3.1556713231948788 0.1010895524932461 0.07825255875237297 0.022836993740873127 8 -3.076096189224624 0.11004380491901297 0.08837118944351241 0.021672615475500565 9 -3.006019502048033 0.10441037332059629 0.08532278003904391 0.019087593281552375 10 -3.0053571068699356 0.0922011353777854 0.07071217456932757 0.021488960808457826 11 -3.051617135240317 0.08095388022551994 0.05680276841010562 0.024151111815414315 12 -3.1004422538318366 0.07151797242227136 0.04706888846289563 0.02444908395937573 13 -3.1384113602041777 0.06251970501113661 0.03895125492312918 0.023568450088007432 14 -3.1662750605427648 0.05586126302516234 0.03348774010532016 0.022373522919842178 15 -3.186950168712045 0.051658794327695365 0.03045784337855682 0.021200950949138545 16 -3.20271084555179 0.04905539632893796 0.02889665105602695 0.020158745272911015 17 -3.2149720504630204 0.047958889258809645 0.02868003304467694 0.019278856214132705 region plot values uncert(min)=0.02868003304467694 std=0.018008035229737353 final uncert (quarature)=0.03386493213161991 The straight mean beta=-3.19162391265856770.02868003304467694 The inverse weighted beta=-3.1914166689040178+-0.03386493213161991 reg=14 samp=11 -3.04533288136175 0.09555144217680349 reg=14 samp=12 -3.01990522223929 0.09475925288807246 reg=14 samp=13 -3.04865865541353 0.09523107164894487 reg=14 samp=14 -3.02115236855971 0.09517454723666169 reg=14 samp=15 -3.02940933011182 0.09526317319765266 reg=14 samp=16 -2.99434556427014 0.09304677928228583 reg=14 samp=17 -3.03226582040832 0.09615539238819891 reg=14 samp=18 -3.02064982630532 0.09521621916817558 reg=14 samp=19 -3.04951875885863 0.09427244589603521 reg=14 samp=20 -3.02152290488331 0.0938666463263686 reg=14 samp=21 -3.03397509679363 0.09580676033670751 reg=14 samp=22 -3.0247685547773 0.09404242395606424 reg=14 samp=23 -3.00939764823856 0.09467661705863911 reg=14 samp=24 -3.02191579030351 0.0936200332777142 [[-2.85708814 -2.86054794 -2.88701201 -2.93613626 -3.00498918 -3.08698307 -3.171481 -3.24503133 -3.2945865 -3.31156793 -3.29449561 -3.24865411 -3.18340331 -3.10905139 -3.03474901 -2.96770008 -2.91326152 -2.87539418] [-2.84849081 -2.85157851 -2.87550036 -2.92002603 -2.98269404 -3.05777057 -3.13573069 -3.20419642 -3.250826 -3.26723557 -3.25174096 -3.2092313 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0.15061997969788773 0.122443019397578 0.028176960300309736 3 -2.9194566540966003 0.16078287736543947 0.131920726434488 0.028862150930951486 4 -2.98704897444385 0.16904081793205908 0.141156214977661 0.027884602954398062 5 -3.0681088162596266 0.17411018919622528 0.148279190355081 0.025830998841144294 6 -3.1521927027359196 0.17831979471606452 0.154075299556587 0.024244495159477516 7 -3.2258411244710072 0.1758248844771557 0.150759978177321 0.02506490629983468 8 -3.275798862084018 0.1712790006103145 0.142901231252696 0.028377769357618526 9 -3.2931848886683555 0.16456464980986418 0.13257133793583 0.03199331187403418 10 -3.2762726203620964 0.1589802360388362 0.125259451934235 0.03372078410460123 11 -3.2304729320764105 0.15040474824559635 0.117793641775479 0.032611106470117356 12 -3.165371901143236 0.13795175640557328 0.109059495932552 0.028892260473021285 13 -3.091444670683487 0.12527642103923936 0.101737324290322 0.023539096748917368 14 -3.0178793981890863 0.11403629954608799 0.09602424334819387 0.018012056197894123 15 -2.9517035868991166 0.10743008334824175 0.09304677928228583 0.014383304065955923 16 -2.898114813009838 0.10894306262325947 0.09428921833319238 0.014653844290067084 17 -2.8608539985230856 0.11580045122124925 0.09776435218828901 0.018036099032960246 region plot values uncert(min)=0.09304677928228583 std=0.015075175151437465 final uncert (quarature)=0.09426008720902465 The straight mean beta=-3.02662988732320140.09304677928228583 The inverse weighted beta=-3.0264865512861605+-0.09426008720902465 reg=15 samp=11 -2.94319822269581 0.01557767559511899 reg=15 samp=12 -2.93979129174667 0.01606866305448113 reg=15 samp=13 -2.92234202944421 0.01551738020629399 reg=15 samp=14 -2.98248167189399 0.01743235900336035 reg=15 samp=15 -2.91974159336794 0.01525414203492892 reg=15 samp=16 -2.93173364138647 0.0157138861166771 reg=15 samp=17 -3.00803322570352 0.01852920875612958 reg=15 samp=18 -2.92519668272393 0.01516675658708815 reg=15 samp=19 -2.90420204177737 0.01551076309155483 reg=15 samp=20 -2.90800112257823 0.0150551237639989 reg=15 samp=21 -2.90405889633463 0.01555715952638279 reg=15 samp=22 -2.976339345474 0.01666993745872853 reg=15 samp=23 -2.9422391984142 0.01564848758512527 reg=15 samp=24 -2.93305211759586 0.01586236871405121 [[-2.92712062 -2.91634703 -2.90455422 -2.89124435 -2.87601568 -2.85932628 -2.84556959 -2.8515991 -2.90355874 -2.97143088 -3.00042716 -3.00034405 -2.9907294 -2.97928111 -2.96808666 -2.95748678 -2.94732796 -2.93731941] [-2.92486165 -2.91329799 -2.90060194 -2.88622258 -2.86968374 -2.85135065 -2.8355579 -2.83947738 -2.89149994 -2.96440882 -2.99858271 -3.0007649 -2.99166936 -2.98003241 -2.96838122 -2.95721789 -2.9464423 -2.93577377] [-2.90669748 -2.89915521 -2.89118074 -2.88256636 -2.87331372 -2.86427274 -2.85927678 -2.86989753 -2.91001754 -2.95515246 -2.97073334 -2.96654049 -2.95685667 -2.94683259 -2.93762206 -2.92925127 -2.9214863 -2.9140561 ] [-2.96993286 -2.95626889 -2.94109094 -2.92366769 -2.9032666 -2.8799711 -2.85824551 -2.85768075 -2.91381712 -3.0005164 -3.045773 -3.05257712 -3.04453905 -3.03246693 -3.01976737 -3.00727527 -2.99500207 -2.98268312] [-2.90021802 -2.88964118 -2.87833334 -2.86593826 -2.85232528 -2.83842788 -2.8292147 -2.84088052 -2.89508027 -2.9597509 -2.98414977 -2.98028532 -2.96806347 -2.95490617 -2.94259756 -2.93127692 -2.92067462 -2.91044102] [-2.91808958 -2.90640754 -2.89340422 -2.87845584 -2.86093386 -2.84088871 -2.82199136 -2.82026937 -2.86512028 -2.93763696 -2.97813117 -2.98595435 -2.98032026 -2.97069388 -2.96023032 -2.94977876 -2.93941843 -2.92895897] [-3.00342149 -2.9884448 -2.9713247 -2.95102245 -2.92624608 -2.89612726 -2.8639679 -2.85057114 -2.90198179 -3.00050514 -3.06084084 -3.07738968 -3.07464327 -3.06533032 -3.05399482 -3.04204439 -3.02976634 -3.01701392] [-2.90993916 -2.90159344 -2.89259317 -2.88261831 -2.87149445 -2.85985032 -2.85156771 -2.86001383 -2.90352303 -2.95519941 -2.97435576 -2.97151787 -2.96226036 -2.95224358 -2.9428247 -2.93411497 -2.92591195 -2.91794713] [-2.88644118 -2.87964891 -2.8727483 -2.86568228 -2.85872042 -2.85315396 -2.85332898 -2.87024181 -2.91299132 -2.95250068 -2.96014227 -2.95065061 -2.93810618 -2.92663049 -2.91673968 -2.90813737 -2.90043486 -2.89329479] [-2.89427599 -2.88744043 -2.88015363 -2.87219743 -2.86351681 -2.85478935 -2.84941409 -2.85818555 -2.89464413 -2.93609376 -2.95052239 -2.9471129 -2.93873157 -2.92996869 -2.92186455 -2.91445723 -2.90754819 -2.90089991] [-2.89235643 -2.88664799 -2.88061139 -2.8740898 -2.86708456 -2.86023683 -2.85643219 -2.86435928 -2.8944541 -2.92850704 -2.94046677 -2.93745503 -2.93021803 -2.92267974 -2.91573458 -2.90941323 -2.90354396 -2.89792429] [-2.96304803 -2.95034795 -2.93623068 -2.92000517 -2.90097388 -2.87920485 -2.85895064 -2.85905929 -2.91335589 -2.99478643 -3.03559541 -3.04083422 -3.03281509 -3.02134494 -3.00943029 -2.9977727 -2.98634894 -2.97489658] [-2.92817095 -2.91677956 -2.9041377 -2.88963936 -2.87268509 -2.85337953 -2.83556402 -2.83590965 -2.88408609 -2.95653687 -2.99323151 -2.99806884 -2.990908 -2.98059958 -2.96987726 -2.95938509 -2.94910766 -2.9388121 ] [-2.91742377 -2.90648179 -2.89454341 -2.8811338 -2.86588984 -2.84930082 -2.83556133 -2.84021876 -2.88808161 -2.95528268 -2.9877142 -2.99002834 -2.98138878 -2.97022309 -2.95902542 -2.94830774 -2.93798649 -2.92780056]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_15/ut_sample_scatter_alpha_spectral_index.txt 0 -2.9247380837340677 0.0544197077274483 0.02113307006854407 0.03328663765890423 1 -2.914697924636915 0.053873829026521214 0.02301622447116468 0.030857604555356535 2 -2.9035001586097375 0.053292169554399436 0.02529311596913034 0.027999053585269097 3 -2.8907997696841043 0.05195755332824818 0.02740919493355796 0.024548358394690217 4 -2.8761356552252937 0.05010399772927887 0.02973512653205204 0.02036887119722683 5 -2.8600818290967744 0.047888005189781854 0.03212689505992562 0.015761110129856235 6 -2.8466980752427156 0.0472913593742011 0.03428497502293977 0.01300638435126133 7 -2.8512396484474154 0.052102718735592704 0.03776883405307018 0.014333884682522526 8 -2.897896542086399 0.06126448977908817 0.04773373031168828 0.013530759467399884 9 -2.9609654675014956 0.07218891010472815 0.04934206849375781 0.02284684161097034 10 -2.988865113506685 0.07262439056013081 0.0374653121178251 0.035159078442305716 11 -2.9887613230681653 0.06685825880381008 0.02622414032419826 0.040634118479611826 12 -2.9792651952576503 0.06104810853207324 0.0190356338952654 0.042012474636807844 13 -2.9686488611209865 0.0574350730318189 0.01580851411696522 0.04162655891485367 14 -2.959516451114842 0.05554844477288445 0.0150551237639989 0.04049332100888555 15 -2.9510806421116467 0.055126973701172456 0.01612023121855452 0.039006742482617936 16 -2.9428117243216922 0.054959465392746765 0.01765565137526161 0.03730381401748516 17 -2.93423933470792 0.05467884523300214 0.01926993311421591 0.03540891211878623 region plot values uncert(min)=0.0150551237639989 std=0.03088038126730386 final uncert (quarature)=0.03435483515843695 The straight mean beta=-2.93860079150977340.0150551237639989 The inverse weighted beta=-2.935774880031014+-0.03435483515843695 reg=16 samp=11 -2.73773654051665 0.05727711943238847 reg=16 samp=12 -2.7343672615832 0.06049572420973466 reg=16 samp=13 -2.72348740342269 0.05767472202897612 reg=16 samp=14 -2.77822057862303 0.07051907488624763 reg=16 samp=15 -2.72545014074878 0.05854554443019435 reg=16 samp=16 -2.73081372651207 0.06082681099372517 reg=16 samp=17 -2.79084698779174 0.07438327534468304 reg=16 samp=18 -2.72772473328614 0.05582426328730802 reg=16 samp=19 -2.7120157501839 0.05738437677837885 reg=16 samp=20 -2.71627718823273 0.05482094231092595 reg=16 samp=21 -2.70254067635481 0.05520982458910736 reg=16 samp=22 -2.77119765716963 0.06570557925107108 reg=16 samp=23 -2.73275182340937 0.06125112105211776 reg=16 samp=24 -2.73595476821785 0.06277449382059895 [[-2.62320702 -2.58860066 -2.56985509 -2.57234172 -2.59986516 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/mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_16/ut_sample_scatter_alpha_spectral_index.txt 0 -2.6140835342892914 0.1151211254811415 0.07561372302945535 0.03950740245168616 1 -2.5793084520721496 0.11507447813608268 0.07854481995940224 0.03652965817668044 2 -2.561917197478984 0.10978012073711534 0.07827242271342871 0.03150769802368662 3 -2.567297034608184 0.10291504638852735 0.07793958805262713 0.024975458335900213 4 -2.598235389052171 0.09683104811610249 0.07860152757203953 0.018229520544062953 5 -2.6529854639188666 0.0945713353455073 0.08108264129871674 0.013488694046790557 6 -2.7241735526321147 0.10064901753772809 0.08825270598529153 0.012396311552436558 7 -2.799772753304 0.11313032583799666 0.10001474839702 0.01311557744097666 8 -2.8661084532340553 0.12869272514654143 0.115360450926638 0.013332274219903413 9 -2.9125124610177036 0.1353180961271094 0.122218538870831 0.013099557256278394 10 -2.934179245203246 0.1319032257172664 0.117848367258816 0.014054858458450394 11 -2.931654362792195 0.12412910762069788 0.106823347595318 0.017305760025379882 12 -2.908698227136838 0.10853354356788489 0.0863413398487673 0.022192203719117592 13 -2.87031417166787 0.09455024968122182 0.06700287566077691 0.027547374020444906 14 -2.822017894599054 0.08751106041919658 0.05498399643436019 0.032527063984836395 15 -2.7688808500581876 0.09140087510202533 0.05482094231092595 0.03657993279109938 16 -2.7139101318810823 0.10133455027893823 0.06202851487992186 0.03930603539901637 17 -2.6608103303237938 0.11037296909389491 0.06999823113294898 0.040374737960945935 region plot values uncert(min)=0.05482094231092595 std=0.025534249889517177 final uncert (quarature)=0.060475892992813085 The straight mean beta=-2.7370989454323280.05482094231092595 The inverse weighted beta=-2.7334200990358344+-0.060475892992813085 reg=17 samp=11 -2.73860945202411 0.04547243400823272 reg=17 samp=12 -2.7091415100997 0.04405263014640973 reg=17 samp=13 -2.73675606991931 0.04556045004677353 reg=17 samp=14 -2.72376836581447 0.04485572820574553 reg=17 samp=15 -2.73573397970123 0.04569972313324697 reg=17 samp=16 -2.75036432486032 0.04561793602237965 reg=17 samp=17 -2.73366621315156 0.0443695982403039 reg=17 samp=18 -2.71909667725704 0.04490697944206092 reg=17 samp=19 -2.73901177812905 0.04642358762319831 reg=17 samp=20 -2.74072393293391 0.04553129681310805 reg=17 samp=21 -2.74545424011778 0.04600054671250672 reg=17 samp=22 -2.72723089874927 0.04454233478854658 reg=17 samp=23 -2.73477287853644 0.04520531171406015 reg=17 samp=24 -2.7391233619724 0.04580742201922645 [[-2.70684491 -2.71676674 -2.72906595 -2.74322937 -2.75872639 -2.77479348 -2.79014726 -2.80267372 -2.80933904 -2.80686493 -2.79358946 -2.77154562 -2.74628531 -2.72384996 -2.70788561 -2.69921647 -2.69701261 -2.69995607] [-2.68265229 -2.69814284 -2.71513285 -2.73290908 -2.75066667 -2.7672528 -2.78087925 -2.78891326 -2.7880926 -2.77573424 -2.75202002 -2.72164989 -2.69224852 -2.67022312 -2.65815488 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0.01669306411377542 15 -2.692084894022183 0.06553275195214545 0.04923996652261282 0.016292785429532625 16 -2.6926399796899467 0.06149594543495649 0.04588031264551657 0.015615632789439922 17 -2.697859536672158 0.05909282181748239 0.04425514578826947 0.014837676029212916 region plot values uncert(min)=0.04405263014640973 std=0.010806780926607024 final uncert (quarature)=0.04535879999307791 The straight mean beta=-2.7338181202333280.04405263014640973 The inverse weighted beta=-2.733588053128116+-0.04535879999307791 reg=18 samp=11 -2.80765586151387 0.05352085111598502 reg=18 samp=12 -2.80686234857701 0.05370298796968783 reg=18 samp=13 -2.81725014418161 0.05357755842449521 reg=18 samp=14 -2.81232171620639 0.05356883277352754 reg=18 samp=15 -2.82083966012135 0.05399637606698038 reg=18 samp=16 -2.8121874818447 0.05356565111273576 reg=18 samp=17 -2.80975650954214 0.05344142514951351 reg=18 samp=18 -2.82025550490228 0.05388896635914119 reg=18 samp=19 -2.82017825810152 0.05349642281691549 reg=18 samp=20 -2.82165000503698 0.05372404360650859 reg=18 samp=21 -2.81630102824183 0.05310916961815414 reg=18 samp=22 -2.81168914005226 0.0534439945924586 reg=18 samp=23 -2.82126364890336 0.05457740037997418 reg=18 samp=24 -2.81850203563587 0.05326853142724495 [[-2.76401558 -2.75835787 -2.75563064 -2.75651696 -2.76264409 -2.77726939 -2.80631141 -2.8581124 -2.93351078 -2.99784225 -2.9987131 -2.95010946 -2.89598001 -2.85339491 -2.82259561 -2.80046223 -2.78435068 -2.77253386] [-2.76706175 -2.7616079 -2.75877712 -2.75917179 -2.76424223 -2.77690613 -2.80248928 -2.84857188 -2.91627437 -2.97523408 -2.97815616 -2.93594203 -2.88768973 -2.84925922 -2.82123224 -2.80095025 -2.78608256 -2.77508603] [-2.78753548 -2.78718718 -2.78898225 -2.79347389 -2.8018208 -2.81614161 -2.83987572 -2.87675845 -2.92306234 -2.95219912 -2.93645908 -2.89524725 -2.85754583 -2.83093856 -2.81337083 -2.80189291 -2.79446576 -2.78988886] [-2.77691068 -2.77354042 -2.77256796 -2.77456844 -2.78085804 -2.79400077 -2.81850782 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0.01893712328091028 7 -2.8696486929618645 0.12087664205232806 0.09985023046375549 0.021026411588572578 8 -2.941852950947606 0.13329996006249242 0.110175034925611 0.023124925136881424 9 -3.001501100314939 0.14151914472615698 0.115447775296719 0.026071369429437982 10 -2.9987184954386974 0.13448092071961085 0.107134088122986 0.02734683259662485 11 -2.9493143095245706 0.11388510206116241 0.08941767409787395 0.024467427963288463 12 -2.896318270761731 0.09380400932653454 0.07413933350283448 0.019664675823700056 13 -2.855480796206625 0.07846289339140865 0.06341272578584622 0.015050167605562425 14 -2.8264039012763793 0.06934622908184444 0.0580474260174103 0.011298803064434143 15 -2.805816347220342 0.06276850255564946 0.05423135370049309 0.008537148855156369 16 -2.7910775384932793 0.059971547881098236 0.05310916961815414 0.006862378262944096 17 -2.7804806698355344 0.06048275152145104 0.05408554492621269 0.006397206595238355 region plot values uncert(min)=0.05310916961815414 std=0.005273228738518878 final uncert (quarature)=0.05337031795725605 The straight mean beta=-2.81547952449008370.05310916961815414 The inverse weighted beta=-2.815454867683163+-0.05337031795725605 reg=19 samp=11 -2.90483583619611 0.0617379898776269 reg=19 samp=12 -2.97527172997264 0.06237616756906419 reg=19 samp=13 -2.94838117957618 0.06164467527893906 reg=19 samp=14 -2.9030337233382 0.06106860759419385 reg=19 samp=15 -2.96851239273408 0.06237577978557407 reg=19 samp=16 -2.96113231049395 0.06159901688044308 reg=19 samp=17 -2.90743492557831 0.06064443566064186 reg=19 samp=18 -2.97383111524699 0.06278117956145975 reg=19 samp=19 -2.95441276722175 0.06204082073584407 reg=19 samp=20 -2.99501866210005 0.06230292321041264 reg=19 samp=21 -2.94104966707584 0.06152010005143151 reg=19 samp=22 -2.92045100672305 0.06149813500738981 reg=19 samp=23 -2.96451071522071 0.06221791791410335 reg=19 samp=24 -2.97898862095574 0.06223080536428594 [[-2.85241882 -2.88558163 -2.92301092 -2.96693963 -3.02092103 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/mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_19/ut_sample_scatter_alpha_spectral_index.txt 0 -2.893915339960008 0.09040117027765664 0.06096853959315685 0.029432630684499788 1 -2.9284752208872393 0.09368664075771788 0.06064443566064186 0.03304220509707601 2 -2.967598039182227 0.1003096287601151 0.0629895892037715 0.0373200395563436 3 -3.0136174963164826 0.10974073912607038 0.067367592829708 0.04237314629636237 4 -3.0703489922187246 0.12514216522855473 0.07667095116020874 0.04847121406834599 5 -3.143958791304375 0.14644321015069814 0.09036941377086948 0.056073796379828664 6 -3.244379645985371 0.17979485182783703 0.113947651220806 0.06584720060703103 7 -3.384413431990196 0.23014895734801516 0.151826927401745 0.07832202994627016 8 -3.5585592008069953 0.3064239506445363 0.215204211416866 0.09121973922767035 9 -3.6289414377614744 0.37149374414839514 0.280467197157325 0.09102654699107017 10 -3.335094203925747 0.3513719164625404 0.276187052434274 0.0751848640282664 11 -2.9752578491038832 0.26717058217627015 0.205848616817828 0.06132196535844212 12 -2.82068507563766 0.19665085460267023 0.150787997051483 0.045862857551187235 13 -2.782782181846653 0.14690718253138985 0.112598334669017 0.03430884786237286 14 -2.787657757356589 0.11950794382660966 0.09194275022966673 0.02756519359694293 15 -2.807698789618499 0.10434984081770116 0.07958840864492647 0.02476143217277468 16 -2.8335991071644018 0.0947253674564711 0.06994987821005942 0.024775489246411677 17 -2.8625025053267747 0.09120615610282262 0.06464046728640928 0.026565688816413337 region plot values uncert(min)=0.06064443566064186 std=0.03010604479479943 final uncert (quarature)=0.0677061408572679 The straight mean beta=-2.94977604660240.06064443566064186 The inverse weighted beta=-2.9493417763415763+-0.0677061408572679 reg=20 samp=11 -3.06709200127052 0.09591999328306262 reg=20 samp=12 -3.00512995081133 0.09353650834419641 reg=20 samp=13 -3.08832607908551 0.09627731656699662 reg=20 samp=14 -3.04490570303229 0.09533520314142974 reg=20 samp=15 -3.06406131827654 0.09670118818553484 reg=20 samp=16 -3.06031880453661 0.09608514339004265 reg=20 samp=17 -3.01655383803747 0.09476919044143442 reg=20 samp=18 -3.01726339679965 0.0960392383392993 reg=20 samp=19 -2.99538729935025 0.0943036482625768 reg=20 samp=20 -3.03362567474073 0.09507725413919255 reg=20 samp=21 -3.05707792208512 0.09626328433807281 reg=20 samp=22 -3.00701627289052 0.09524862071518295 reg=20 samp=23 -3.09202835897574 0.09718072585110311 reg=20 samp=24 -3.07232088207967 0.09713900561752489 [[-3.07669365 -3.03199659 -2.98737769 -2.94473737 -2.90894117 -2.89049119 -2.90759601 -2.97944228 -3.1005339 -3.22401885 -3.30224366 -3.3274986 -3.31677545 -3.28721314 -3.24912656 -3.20754234 -3.16456941 -3.12091057] [-3.01637572 -3.00329301 -2.98891978 -2.97342514 -2.957688 -2.94426633 -2.93866588 -2.94859107 -2.97670103 -3.01265423 -3.04158407 -3.05765969 -3.06304977 -3.06160774 -3.0561586 -3.04831897 -3.03889582 -3.02822416] 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0.124843765738893 0.0496542088279672 16 -3.1024867922637682 0.15886748958505092 0.115607239047197 0.04326025053785392 17 -3.080108571228975 0.1439255718667165 0.105241337588326 0.03868423427839052 region plot values uncert(min)=0.09353650834419641 std=0.031941318994195216 final uncert (quarature)=0.09883990212618009 The straight mean beta=-3.0443648215694250.09353650834419641 The inverse weighted beta=-3.0438133828392844+-0.09883990212618009 reg=21 samp=11 -2.48339929323943 0.207297802871575 reg=21 samp=12 -2.50915960913895 0.22520984456413 reg=21 samp=13 -2.6350713352151 0.24134707976363 reg=21 samp=14 -2.44932350505506 0.213992657196487 reg=21 samp=15 -2.59188157271853 0.231988727320738 reg=21 samp=16 -2.67944478648269 0.248776225551479 reg=21 samp=17 -2.49758264353436 0.207825419923029 reg=21 samp=18 -2.48646896325864 0.205113325811515 reg=21 samp=19 -2.64111747837777 0.237794445784496 reg=21 samp=20 -2.58556475883595 0.223790969775142 reg=21 samp=21 -2.6809766933707 0.240176380912468 reg=21 samp=22 -2.46947608495537 0.200411339758563 reg=21 samp=23 -2.59347790360997 0.222998061393823 reg=21 samp=24 -2.62652466718959 0.240815637114517 [[-3.03496114 -3.04020464 -3.00052641 -2.8923096 -2.69223668 -2.41016887 -2.13331572 -1.98532916 -2.00179186 -2.12219228 -2.27776654 -2.43089499 -2.56807404 -2.68687437 -2.78849821 -2.87454689 -2.94563322 -3.00050189] [-3.09659178 -3.08976858 -3.03372722 -2.90383166 -2.67721509 -2.36976532 -2.08311775 -1.95101177 -1.99943621 -2.15151281 -2.33068844 -2.4990025 -2.64493405 -2.76794336 -2.8705066 -2.95494506 -3.02217237 -3.07089981] [-3.0666443 -3.08042148 -3.05737068 -2.9748637 -2.80656261 -2.55234194 -2.28914368 -2.14160766 -2.14981232 -2.25486621 -2.39106973 -2.52438633 -2.64350896 -2.74690633 -2.83604153 -2.91262139 -2.9774844 -3.02989927] [-3.04603347 -3.04846952 -3.00356441 -2.88634985 -2.67244891 -2.37396711 -2.08669561 -1.94167329 -1.97041058 -2.10417157 -2.27030345 -2.4308693 -2.57310709 -2.69531117 -2.799173 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0.221089412587465 0.09231317638463467 9 -2.191108264151641 0.3033745167187971 0.210124670987296 0.09324984573150112 10 -2.3431818934914452 0.28862587629615727 0.200411339758563 0.08821453653759427 11 -2.4955556675830803 0.2986359335265626 0.219309577142408 0.07932635638415456 12 -2.6342489756860306 0.3122513262717264 0.243483023329189 0.06876830294253743 13 -2.7534491019164573 0.3384130503301755 0.280363615894598 0.058049434435577495 14 -2.853603766484659 0.36435319706068786 0.316083331296368 0.04826986576431984 15 -2.9366754805716315 0.37189339164956353 0.33131202672365 0.04058136492591351 16 -3.0037057948725243 0.36037451139122556 0.323912070795978 0.03646244059524758 17 -3.0540152633310758 0.3627103363235004 0.325571340348459 0.0371389959750414 region plot values uncert(min)=0.200411339758563 std=0.08131690706881807 final uncert (quarature)=0.216280245235345 The straight mean beta=-2.56639066392729380.200411339758563 The inverse weighted beta=-2.5565294705231003+-0.216280245235345 reg=22 samp=11 -2.63546861887596 0.04526976077454069 reg=22 samp=12 -2.62875202549745 0.04480344708018391 reg=22 samp=13 -2.64606315269743 0.04711210113643237 reg=22 samp=14 -2.62662775301831 0.04493655228281877 reg=22 samp=15 -2.64060079537902 0.04490713727910893 reg=22 samp=16 -2.64449086914003 0.04571614724128923 reg=22 samp=17 -2.6264096551072 0.04517725994316734 reg=22 samp=18 -2.62572219247532 0.04455968800200104 reg=22 samp=19 -2.6436409856054 0.04607752767805219 reg=22 samp=20 -2.63383929885972 0.04523201448870885 reg=22 samp=21 -2.64156936362719 0.04471951916321868 reg=22 samp=22 -2.61582576570775 0.04417142266902924 reg=22 samp=23 -2.63585700998376 0.0454117301050119 reg=22 samp=24 -2.63363679313015 0.04583861327335836 [[-2.56216135 -2.56931382 -2.58392425 -2.60263406 -2.62276777 -2.64247129 -2.66049864 -2.67593009 -2.68793131 -2.69557881 -2.69776835 -2.69326117 -2.68098498 -2.66072504 -2.63414183 -2.60547768 -2.58081729 -2.56560383] [-2.54715141 -2.55583926 -2.57279628 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-2.6608162761103316 0.0681598053654564 0.05643807767079402 0.011721727694662381 14 -2.6323878933925866 0.0679042913979133 0.05589130263377581 0.012012988764137486 15 -2.601876553688553 0.06741646794695531 0.0552402168738242 0.012176251073131108 16 -2.5757859320835195 0.06803096571515856 0.05582304792190707 0.012207917793251482 17 -2.5598466713964627 0.06964644217368018 0.05756394493842629 0.012082497235253896 region plot values uncert(min)=0.04417142266902924 std=0.008739991892305446 final uncert (quarature)=0.04502779184996301 The straight mean beta=-2.63417887707890630.04417142266902924 The inverse weighted beta=-2.6339928754403097+-0.04502779184996301 reg=23 samp=11 -2.74514510986609 0.0291916020410578 reg=23 samp=12 -2.74483384839504 0.02884550694739003 reg=23 samp=13 -2.71950318147992 0.03027731668249904 reg=23 samp=14 -2.77519360685738 0.0281595417450901 reg=23 samp=15 -2.70621707396823 0.02945136250057322 reg=23 samp=16 -2.72431970555956 0.02987756379793976 reg=23 samp=17 -2.80314473931248 0.02696552023889336 reg=23 samp=18 -2.73047183027234 0.02931970403326133 reg=23 samp=19 -2.69140576930892 0.03010804032556427 reg=23 samp=20 -2.72307967649134 0.03028595944607694 reg=23 samp=21 -2.68798359724714 0.03061041142038213 reg=23 samp=22 -2.77236035499712 0.02811504296765547 reg=23 samp=23 -2.74463822993656 0.02926406754847989 reg=23 samp=24 -2.72983556775455 0.02971952475061669 [[-2.70552332 -2.67874344 -2.65967471 -2.6508097 -2.65613217 -2.68108141 -2.73092274 -2.80570837 -2.89270451 -2.96594463 -3.00222452 -2.99781753 -2.96503226 -2.91868382 -2.86892517 -2.82103313 -2.77729489 -2.73861828] [-2.71094445 -2.68292143 -2.66197575 -2.65047692 -2.65217561 -2.67221132 -2.71573131 -2.78353109 -2.86526413 -2.93809688 -2.97955515 -2.98322497 -2.95819516 -2.91771191 -2.87177608 -2.8260565 -2.78327675 -2.74466799] [-2.66703104 -2.64286034 -2.62812196 -2.62530033 -2.63808546 -2.6710021 -2.72747114 -2.80515286 -2.8901623 -2.95820402 -2.98873496 -2.97894426 -2.94091415 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-2.72966263 -2.80421062 -2.88745612 -2.95374856 -2.9821533 -2.97147761 -2.93508814 -2.88752784 -2.83824991 -2.79192366 -2.75043692 -2.71446837] [-2.63108791 -2.6098322 -2.59868249 -2.60011079 -2.61771427 -2.65569606 -2.71670193 -2.79701882 -2.88119916 -2.94444709 -2.96768386 -2.95052227 -2.9067138 -2.85160832 -2.79556563 -2.74387582 -2.69874118 -2.66098207] [-2.67191552 -2.64644372 -2.62990206 -2.62488333 -2.63538398 -2.66656174 -2.72279941 -2.80253748 -2.89135243 -2.9628118 -2.99473611 -2.98480276 -2.94638109 -2.8949655 -2.84107361 -2.79011912 -2.74440689 -2.70483052] [-2.6214888 -2.59997115 -2.5894306 -2.59246457 -2.61281411 -2.65475746 -2.72075918 -2.80640966 -2.89497463 -2.96028408 -2.98269548 -2.96240304 -2.914309 -2.85476563 -2.7947193 -2.7397095 -2.69200731 -2.65243651] [-2.75293721 -2.72195563 -2.69657312 -2.67911272 -2.67339874 -2.68500967 -2.72025114 -2.78197211 -2.86210451 -2.93871102 -2.98797532 -3.00099612 -2.98477004 -2.95142746 -2.91063817 -2.868142 -2.82685529 -2.78818215] [-2.70783597 -2.6829916 -2.66537593 -2.65728082 -2.66230008 -2.68524203 -2.73061681 -2.79821887 -2.87671231 -2.94334892 -2.97748615 -2.9750795 -2.94642819 -2.90467871 -2.85919837 -2.81504478 -2.77451662 -2.73858966] [-2.6805749 -2.65665176 -2.6418808 -2.63869869 -2.65071319 -2.6823411 -2.73692354 -2.81221996 -2.89483785 -2.96132849 -2.99176327 -2.9831836 -2.94702503 -2.89759369 -2.84516997 -2.79534464 -2.75065898 -2.71218875]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_23/ut_sample_scatter_alpha_spectral_index.txt 0 -2.697591669548926 0.0772271608063817 0.02750709760161807 0.04972006320476364 1 -2.6728190798967146 0.07255372695476003 0.02696552023889336 0.04558820671586667 2 -2.6541451342197453 0.06936022904474815 0.02970816322489577 0.03965206581985237 3 -2.6446638604835426 0.0681498690227001 0.03628033207242081 0.031869536950279276 4 -2.649585840384534 0.0653269905653686 0.04291832233563794 0.022408668229730654 5 -2.6740491424390664 0.06391743884349657 0.05161329175893554 0.012304147084561038 6 -2.7227736022695703 0.06573658073308483 0.05856893991398981 0.007167640819095018 7 -2.795117515356068 0.07575814358541479 0.06374834111289987 0.012009802472514913 8 -2.8785768685067703 0.08282390408537696 0.06839670870226504 0.014427195383111926 9 -2.9492140776775404 0.08804890313039893 0.07654619044260735 0.011502712687791579 10 -2.9853128692850546 0.09323768181153431 0.081577708183403 0.01165997362813131 11 -2.9821331928372237 0.10258755354232052 0.08114217073423188 0.021445382808088637 12 -2.950388852280709 0.10628488237487003 0.07375752503378576 0.03252735734108428 13 -2.904421848731327 0.10392582506302678 0.06245409755929201 0.04147172750373477 14 -2.8545404337236606 0.09988134852211844 0.05222074847518224 0.04766060004693621 15 -2.8065998436010258 0.09415785680220325 0.04288039734830477 0.05127745945389848 16 -2.7636506933071687 0.08829025401870816 0.03562814833525403 0.05266210568345413 17 -2.7273702285504244 0.0830545560216883 0.0309635755826462 0.05209098043904211 region plot values uncert(min)=0.02696552023889336 std=0.03213645529435772 final uncert (quarature)=0.041951055298292794 The straight mean beta=-2.73558087796047640.02696552023889336 The inverse weighted beta=-2.737579670784519+-0.041951055298292794 reg=24 samp=11 -2.90392765551933 0.01603149777059452 reg=24 samp=12 -2.90537042269728 0.01604008681983058 reg=24 samp=13 -2.88201496687575 0.01681616174227498 reg=24 samp=14 -2.946445156888 0.01583229799405829 reg=24 samp=15 -2.88126610460208 0.01675909724140486 reg=24 samp=16 -2.89497803769749 0.01650698322839139 reg=24 samp=17 -2.99370963019104 0.01624454014347769 reg=24 samp=18 -2.88460610341145 0.01622945804059651 reg=24 samp=19 -2.87513233779045 0.01728353830369868 reg=24 samp=20 -2.88020884105594 0.01680199166761605 reg=24 samp=21 -2.8720686219557 0.0175974445201812 reg=24 samp=22 -2.93936735312973 0.01564315725482959 reg=24 samp=23 -2.91071588812139 0.0161586275244221 reg=24 samp=24 -2.89712729513197 0.01647913965080891 [[-2.89658677 -2.9075323 -2.91948462 -2.93254555 -2.94662428 -2.96099203 -2.9733169 -2.97822008 -2.96767495 -2.93880243 -2.90315797 -2.87641444 -2.86324795 -2.86026489 -2.86323746 -2.86943123 -2.87741782 -2.88654643] [-2.89715534 -2.90566458 -2.91503813 -2.92536236 -2.93659466 -2.94823384 -2.95860042 -2.96371601 -2.95736002 -2.93648234 -2.90880998 -2.88664706 -2.87473539 -2.87107491 -2.87246797 -2.87669536 -2.88254504 -2.88943932] [-2.86172347 -2.87759479 -2.8953776 -2.91526395 -2.93725415 -2.96055936 -2.98227742 -2.99524018 -2.98765433 -2.95217409 -2.90073392 -2.85629764 -2.82995906 -2.81957304 -2.81956745 -2.82568349 -2.83545496 -2.84764143] [-2.95048895 -2.95584648 -2.96102318 -2.965921 -2.97024221 -2.97328481 -2.97362369 -2.96894606 -2.95721572 -2.94032605 -2.92546984 -2.91825205 -2.91811192 -2.92195148 -2.92742232 -2.93334323 -2.93923786 -2.9449586 ] [-2.86801547 -2.8818427 -2.89704359 -2.91373842 -2.9318261 -2.95044753 -2.96683605 -2.9745826 -2.96387671 -2.93015834 -2.88583756 -2.85036897 -2.83128756 -2.82545496 -2.82777596 -2.83468607 -2.84422668 -2.85545874] [-2.88851676 -2.89923656 -2.91065417 -2.92277644 -2.93539169 -2.94767791 -2.95743313 -2.96006014 -2.94913443 -2.92251962 -2.88980853 -2.86487821 -2.85267885 -2.85040693 -2.85400762 -2.86073106 -2.86910877 -2.87845785] [-3.00153931 -3.00056972 -2.99896468 -2.99660075 -2.99327888 -2.98876105 -2.9829467 -2.97640231 -2.97123018 -2.97070674 -2.97579682 -2.98345799 -2.99040344 -2.99545769 -2.99874666 -3.00070022 -3.00168052 -3.00192002] [-2.87052004 -2.88393011 -2.89891849 -2.91569137 -2.93428259 -2.9540112 -2.97223264 -2.98227065 -2.97325593 -2.93957721 -2.89431115 -2.85802189 -2.83826193 -2.83167532 -2.83316277 -2.83923434 -2.84799183 -2.85853345] [-2.85394258 -2.86977904 -2.88750438 -2.90729578 -2.92913379 -2.95220917 -2.97362237 -2.98629775 -2.97868894 -2.94363869 -2.89278758 -2.84867742 -2.8223947 -2.81196097 -2.81189867 -2.81797373 -2.82771821 -2.83988383] [-2.86015861 -2.87298524 -2.88766292 -2.90443529 -2.92343768 -2.94419429 -2.96442665 -2.97796097 -2.97401444 -2.9452479 -2.90167789 -2.86337138 -2.84001154 -2.82993925 -2.82860877 -2.83253436 -2.83968581 -2.84903597] [-2.84626132 -2.8625752 -2.8810422 -2.90188389 -2.92515391 -2.95012964 -2.97394602 -2.98931506 -2.98389032 -2.94917297 -2.89623511 -2.84878737 -2.81940933 -2.80672622 -2.80522887 -2.81048518 -2.81985446 -2.83197596] [-2.94218003 -2.94756052 -2.95291946 -2.95819126 -2.96312755 -2.96707985 -2.96862882 -2.96529511 -2.95459199 -2.93793572 -2.92251716 -2.9142897 -2.913032 -2.91586511 -2.9205277 -2.92584422 -2.93131556 -2.93677084] [-2.89903069 -2.9099763 -2.92220169 -2.9358535 -2.9509349 -2.96687385 -2.98155202 -2.98973146 -2.98294486 -2.95660076 -2.92042429 -2.89066872 -2.87397072 -2.86806099 -2.86891303 -2.87365833 -2.88069895 -2.88925838] [-2.88323153 -2.89676889 -2.91166736 -2.9280264 -2.94573677 -2.96397489 -2.98013705 -2.9882392 -2.97904715 -2.94774791 -2.90512475 -2.86974288 -2.84984548 -2.843083 -2.84464551 -2.85098561 -2.86009341 -2.87097786]] (14, 18) /mn/stornext/d5/unnif/sindex_bp/coswmap23_coswmap33ab/combab_011-195/b_24/ut_sample_scatter_alpha_spectral_index.txt 0 -2.896156090015869 0.05948327726365469 0.0160168492152455 0.04346642804840919 1 -2.9073153741514384 0.05493387805535528 0.01624454014347769 0.03868933791187759 2 -2.9188280246009297 0.04977179223771866 0.01664217575352177 0.033129616484196885 3 -2.931494428608603 0.04430921614673211 0.01758554206269631 0.026723674084035805 4 -2.9451345410237675 0.03861076359364107 0.01909061627764355 0.01952014731599752 5 -2.9593038319963796 0.03326572984214014 0.02106886446348155 0.012196865378658592 6 -2.972070683342165 0.03151024529397021 0.023279424894073 0.008230820399897207 7 -2.978233719946528 0.0360106766710218 0.02513711297339059 0.010873563697631209 8 -2.969879839576602 0.037858693162545004 0.02578001953565534 0.012078673626889665 9 -2.943506689597939 0.03670286633298349 0.0249818124653994 0.011721053867584092 10 -2.908614052939777 0.046218163654623896 0.02340959451010523 0.022808569144518665 11 -2.8807562156635846 0.05844891656254787 0.02124365366507336 0.037205262897474514 12 -2.866211146028849 0.06678957169601218 0.01955255090241064 0.04723702079360155 13 -2.8614616559045998 0.07043165715132749 0.01814278498156267 0.05228887216976481 14 -2.863289651291423 0.07076499749076372 0.01700210545976182 0.053762892031001895 15 -2.8690971383337036 0.06931702994522564 0.01634867716861697 0.05296835277660867 16 -2.876908105429421 0.06656214992668326 0.01583021961344685 0.05073193031323641 17 -2.886224688612569 0.06314091684700457 0.01564315725482959 0.047497759592174976 region plot values uncert(min)=0.01564315725482959 std=0.034039115175110664 final uncert (quarature)=0.037461576726077306 The straight mean beta=-2.90478131536197150.01564315725482959 The inverse weighted beta=-2.9061185868047104+-0.037461576726077306 All beta values: [-3.2681075255738006, -3.141027003773279, -3.1816632201591117, -3.562374452602877, -3.121351432510132, -3.199411147151562, -2.860670353351375, -3.217722016771593, -3.124213438737639, -2.9326903327833698, -3.3715446394947617, -3.3883611281913044, -3.1914166689040178, -3.0264865512861605, -2.935774880031014, -2.7334200990358344, -2.733588053128116, -2.815454867683163, -2.9493417763415763, -3.0438133828392844, -2.5565294705231003, -2.6339928754403097, -2.737579670784519, -2.9061185868047104] All uncert values: [0.12255561610208887, 0.07117562790471776, 0.06891744572487765, 0.11725989679631707, 0.06343574800322767, 0.13269941463887464, 0.11188259091471732, 0.1043161385619692, 0.06461934640136675, 0.1719319890780172, 0.067071881937084, 0.17849190373657203, 0.03386493213161991, 0.09426008720902465, 0.03435483515843695, 0.060475892992813085, 0.04535879999307791, 0.05337031795725605, 0.0677061408572679, 0.09883990212618009, 0.216280245235345, 0.04502779184996301, 0.041951055298292794, 0.037461576726077306] ** FINISHED LOOPING OVER REGIONS ** The straight mean beta=-3.0263605655792754 +-0.03386493213161991 The inverse weighted beta=-2.959630273530357 +-0.03386493213161991