new data fixed freqs

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_3.csv

 ,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,mass,spin,noise
-max val,0.0,0.9705626053931666,2.2531158798387887,3.2905238543979998,3.2889983037049157,1.2998308730809485,5.127424810188069,3.118165967118606,2.9657184272809944,0.9523083584095697,0.6884981981311108,0.9429565390718864
-lower bound,0.0,0.8081918842993858,0.8286906457729515,0.753438419428345,0.6938015136909724,1.1089900669926598,3.954947132938913,0.7391980627546324,0.5854032274483065,0.9297592870151862,0.6580108799976121,0.8417028461492801
-higher bound,0.0,1.166200208807013,4.250565766983623,9.429535407400436,11.363891453932508,1.4978022329236125,5.805781908792223,5.411443392697004,5.636117495613845,0.9765500767019922,0.7185368636054049,0.9882120725948595
-max val,0.0,0.9629753600734298,3.3436815584550486,4.309885599754464,1.9449997410005881,1.3799957098303262,5.375536772556218,2.5700003680212813,5.827309107152735,0.9519126695399367,0.690670775355844,-4.235933628751704
-lower bound,0.0,0.9603295671029242,3.3185177699812245,4.248808555466423,1.9029940442988544,1.3771775355899911,5.3682024301624995,2.5560835386863894,5.80622292264796,0.9515863231429482,0.6902364974690973,-4.276341181708971
-higher bound,0.0,0.965504860915144,3.368760120944377,4.372612682954967,1.9882034434508173,1.3828440874699481,5.383215011836699,2.584450747502503,5.8489526288497125,0.9522649182946448,0.6911375797717649,-4.182806075571813
-max val,0.0,0.963909103673005,3.30612748683682,4.189249848246302,1.8625499011755524,1.3749511720658771,5.3628554323643876,2.556652318282996,5.815398227956742,0.9517919919836184,0.6903377718707528,-4.649714039353185
-lower bound,0.0,0.9615631123477135,3.2857922100042334,4.141846483315413,1.830984388383432,1.3725346014650923,5.357012880502154,2.545980583999496,5.799364139701974,0.951517459179802,0.689973309730282,-4.688615671238857
-higher bound,0.0,0.9660472500661523,3.3262802103054385,4.238425744161883,1.8955967835915972,1.377444117261266,5.369275399443011,2.5682698594601043,5.832514664743469,0.9520973611351586,0.6907370790604491,-4.603524496896999
-max val,0.0,0.9638574526942868,3.305898185733888,4.189256772943835,1.8626357580492627,1.3748840721339688,5.36298061383423,2.556904921695385,5.8157331986732315,0.9517984339422549,0.6903415409453441,-4.650372146928689
-max val ml,0.0,0.9635089664355829,3.3014074710152883,4.179492084091756,1.8566627815433816,1.3746613965137893,5.362871527279965,2.5574761781544937,5.81670218777659,0.9518110638944568,0.6903396670684224,-4.665606024196588
-lower bound,0.0,0.9612329133755126,3.2822323542092167,4.132324722865764,1.824383121384021,1.3720136235041154,5.3557437708345565,2.5436870923804498,5.796017308991664,0.951453121056186,0.6898834963495265,-4.699518530410664
-higher bound,0.0,0.9665104039204178,3.3296192462859993,4.246419984825344,1.9010800827880476,1.377767208083016,5.370134567174927,2.570231335798754,5.8356429576613476,0.9521489962184868,0.6907986153473931,-4.600847294353219
-max val,0.0,0.9638802546263248,3.306466978049592,4.190153071276972,1.8631303737587745,1.3749572565347474,5.3629401676756725,2.556769482282771,5.815490337135825,0.9517975853439629,0.6903428088872633,-4.651200559428901
-max val ml,0.0,0.9632071115217808,3.3020657410413885,4.183831751228676,1.8598021580598627,1.3747743493048177,5.36406285300713,2.559379066336884,5.81964842154924,0.9518907915956363,0.690479250051146,-4.659956498559545
-lower bound,0.0,0.9612469002482826,3.2827609428576734,4.132991868778381,1.8246219590326784,1.3720250045862608,5.355489292353477,2.5431293569338815,5.79507105943121,0.9514488493540876,0.6898765998722978,-4.701988496648703
-higher bound,0.0,0.9666030987074425,3.330268462889626,4.247220518815914,1.9011801427712012,1.3778902923058918,5.37011653290745,2.569923457778149,5.835156412459556,0.9521421673636656,0.690797248313031,-4.601015466422079
-max val,0.2,0.9643392582654129,3.3489512050273795,4.369189080812847,2.021162268307931,1.3771322758021334,5.371564416904996,2.565254209066806,5.817453797550878,0.9516969909435571,0.69027963186499,-4.7643039253360016
-max val ml,0.2,0.9645578655221053,3.351020194835871,4.372197365664438,2.0237138591147543,1.3773139395868539,5.370812674943654,2.5643136110777904,5.81723649914092,0.9516659606930225,0.690217566237203,-4.763772861023938
-lower bound,0.2,0.9618472886016854,3.3257266274640678,4.310418932287196,1.979529046825355,1.3743518550200327,5.364464681041308,2.552079744669519,5.7976813962391285,0.951368368097244,0.6898392672540979,-4.819057780294603
-higher bound,0.2,0.9669137486254132,3.373858191763891,4.432130170021639,2.0652042862307383,1.3800208361666706,5.378785208376341,2.5784854527449004,5.837400150779995,0.9520247710106382,0.6907179025892849,-4.710540735762201
-max val,0.4,0.9647383561881089,3.376283232890099,4.488198860793828,2.1302288096815416,1.378549051109351,5.376843171126364,2.5704173423092365,5.818572634423473,0.9516200394485108,0.6902266326658711,-4.8450378050356555
-max val ml,0.4,0.9646338401567909,3.3712687001386183,4.476078632964096,2.122914250947741,1.3780557992385183,5.376232094839172,2.5699764347351075,5.817938857206603,0.9516510555924305,0.690204043291328,-4.857621577635435
-lower bound,0.4,0.9622037476528762,3.352165487081081,4.426031519673523,2.0849512682320652,1.3757503459040668,5.369308177745635,2.5561441114220864,5.797014512390489,0.9512907218491666,0.6897895470951717,-4.903646665544514
-higher bound,0.4,0.96731103984839,3.4006398996273046,4.550068677199565,2.175410615735421,1.3814046517250471,5.3840853828360995,2.584033148826654,5.8388247337519585,0.9519486082954279,0.6906668735899169,-4.785968985378165
-max val,0.8,0.9653085625580539,3.4290721848151238,4.72559227742148,2.3585244458707204,1.3811921353156311,5.387022423757603,2.580210527581223,5.819718329123063,0.9514947012119257,0.6901478102564895,-5.018056224822843
-max val ml,0.8,0.9648384044513924,3.4240224744103753,4.718699064897556,2.355560240239717,1.381094407557232,5.388620749068015,2.584359889658914,5.826091485834329,0.9515778787378812,0.690241699232812,-5.0191242776887
-lower bound,0.8,0.9628725546346684,3.4043980263409654,4.6582501600488095,2.30667305337852,1.3785116989280848,5.3798880841983845,2.5666671890801114,5.79914691191362,0.9511828789350518,0.6897319666966027,-5.091111090101833
-higher bound,0.8,0.9677975973148023,3.453645458349998,4.794807047757789,2.412828472323279,1.3839165322308198,5.39437566740181,2.5939189327429952,5.8406960483019965,0.951810540267837,0.6905702928409495,-4.949410775758423
-max val,1.2,0.9658892193275479,3.479358911257279,4.964059402165834,2.6016505267796606,1.383712347352809,5.396694959975746,2.589557271755489,5.820789562023,0.9513706429592033,0.6900700615099415,-5.2124590702192855
-max val ml,1.2,0.9658879211503527,3.47681250782398,4.956604348883225,2.5970580516932014,1.383152934614591,5.395479351636839,2.5882237632602147,5.819343431392957,0.951371465553217,0.6900200295714343,-5.215755804232721
-lower bound,1.2,0.9634904174426704,3.4540218811945813,4.890128952164595,2.541322865900136,1.3809951603477135,5.389512963820768,2.5756277409276,5.799236713073604,0.9510618476339194,0.6896552432216091,-5.297976626564633
-higher bound,1.2,0.968292412277883,3.503869108636242,5.037540016003284,2.6627640333554954,1.3863198703876287,5.403861827553709,2.603332385633302,5.842178370337259,0.9516820694882124,0.6904754720296088,-5.12879161395896
-max val,2.0,0.966672841935085,3.5665771560145907,5.419582316727839,3.1121527030331086,1.3876080559029385,5.413727308508236,2.6065305083822685,5.8222369665644464,0.9511786669657878,0.6899423784020782,-5.7738426757793135
-max val ml,2.0,0.9664012544456085,3.5642018937302637,5.416077086354712,3.111470924693144,1.3877025171912818,5.414362609244975,2.608216621410681,5.824933671947998,0.9511893790926216,0.6899204406973515,-5.795683295692093
-lower bound,2.0,0.9643375731364469,3.5401870945944234,5.331324097148294,3.02853586757537,1.3850418727064118,5.405892029771385,2.590930852876431,5.798015949379828,0.9508757760262474,0.689535680186481,-5.962717599621668
-higher bound,2.0,0.969090504053908,3.594072840221644,5.511590599004244,3.197960054604433,1.3903302912721578,5.4212909134714895,2.6215133325997524,5.845623423301383,0.9514722551945423,0.6903390166587099,-5.611434869066824
-max val,0.0,0.9638383110215833,3.305775842529087,4.188857941048071,1.8624922022105126,1.3749224250088428,5.362998206732388,2.556927167110091,5.815592093694747,0.9518045346055388,0.6903522477050368,-4.6497440539529755
-max val ml,0.0,0.9639439561160443,3.305991285559974,4.18624169989432,1.8589831629353246,1.3751220808873936,5.362658429620429,2.5552932441520664,5.8123455687368475,0.9517931248131744,0.6903735711375681,-4.657056941916878
-lower bound,0.0,0.9611376330845447,3.2821228198479853,4.132763493512552,1.8246286004578958,1.372017579639377,5.355608569400305,2.5434686399778155,5.795617097422317,0.9514613331678938,0.6899014423015455,-4.700683176470957
-higher bound,0.0,0.9664774036615255,3.3298169175556853,4.246279438847774,1.9011319760838434,1.3779470520500154,5.3704625721993136,2.5706201031745204,5.835820341839319,0.9521578832621154,0.6908156070516313,-4.600534781567326
-max val,0.0,0.9639589938378856,3.3072012615372044,4.192486291945327,1.8647623064896084,1.3749642901597985,5.362930049416851,2.556577131578655,5.815026096876888,0.9517868585896663,0.6903282066031026,-4.648538908317597
-max val ml,0.0,0.9641427929785068,3.302648231184639,4.181378454943371,1.8585642443681392,1.3746714308035697,5.362581380111846,2.557494110956654,5.817174346565665,0.9517352466809683,0.6902138053633599,-4.658399954399002
-lower bound,0.0,0.9612679064818443,3.2830560529823316,4.134103232914155,1.8257584674571539,1.372002672295712,5.35552295140023,2.543038860409036,5.795395396432012,0.9514463130332225,0.689877450196691,-4.698765995771318
-higher bound,0.0,0.9665979656973462,3.3311411250542498,4.2492354070631935,1.9028978244828259,1.3778450224502077,5.37033850289607,2.5702249175490963,5.835321342982511,0.9521355532626609,0.6907875414756888,-4.598085541615099
-max val,10.0,0.9667314195435507,3.785454985386672,5.149257896046581,8.226064108105513,1.399732705570414,5.456753969208171,2.6309242747720982,2.113872829374253,0.950996516427524,0.6900899222776116,-15.613903546630446
-max val ml,10.0,0.9668709704302509,3.737240934909155,4.158285348487575,10.402803472885019,1.3992006693094206,5.450929382670638,2.7016487103021776,2.0228435868914594,0.95097839496079,0.6900265592349777,-23.366031269183246
-lower bound,10.0,0.9639238463748655,3.619356552614664,2.730892604260774,1.032213629509284,1.3966055457560265,5.42143094554258,2.221230629596162,0.7726099426246746,0.9506556455433208,0.689645550109697,-28.09538701813587
-higher bound,10.0,0.9696059825310466,3.908856918401515,6.8670822358173735,19.0669874349403,1.4026485438706633,5.488346149948575,3.133232934953014,4.205957432785138,0.9513255099031752,0.6905201830861397,-7.973058503470728
-max val,0.2,0.9643617407386642,3.3492613433004994,4.369572188288566,2.021150540541535,1.3772429388753527,5.371602609651192,2.565168838607119,5.817415256896034,0.9516933207565388,0.6902837205517898,-4.7647626873983455
-max val ml,0.2,0.9644855886657235,3.3476188494150003,4.364038144682895,2.017663493304551,1.3768996583162012,5.370438898778976,2.563377971445158,5.815138871419993,0.9516803372872196,0.6902485446926607,-4.7835683374692906
-lower bound,0.2,0.9617288800394008,3.325464370911554,4.310685259418226,1.9801054739643789,1.3743542815649172,5.364332382420992,2.5519256028071546,5.797614628761648,0.9513660519311413,0.6898396383116079,-4.8217593844438085
-higher bound,0.2,0.9668907227310083,3.372734787740697,4.430380280443533,2.0645326246098565,1.3801284749386065,5.379092082163533,2.578978980674608,5.837890175428459,0.9520324012214281,0.6907270201917365,-4.710771899255292
-max val,0.4,0.9647450428767474,3.3763982933519006,4.487564285852614,2.1296279441824,1.378568827946882,5.376778299067283,2.570366849897091,5.818522803963278,0.951621008858764,0.690228669807596,-4.843713950084066
-max val ml,0.4,0.9648557374551693,3.37448243854628,4.477688444554629,2.121819501656611,1.3782900245028071,5.375333608432964,2.568181597105735,5.815891512321356,0.9516416866945019,0.6902752878173497,-4.851789533761458
-lower bound,0.4,0.9621114325904652,3.352290468449161,4.426875030284005,2.085646598403873,1.3758234979404007,5.36955823390068,2.5565898458595564,5.797662303555083,0.9512950714738295,0.6897990656333216,-4.903870976076238
-higher bound,0.4,0.9673179783741919,3.4009114104252616,4.549676250046043,2.1745645406220264,1.3813897699447626,5.384202501951731,2.5842477619343054,5.839195146746775,0.9519572307750475,0.6906800247938191,-4.786179830505972
-max val,0.0,0.9638751103580678,3.3063351843613695,4.19000595734097,1.8630163074057546,1.3749602178262996,5.362905870664956,2.5566241183175062,5.815275529624547,0.9517931692842438,0.6903366516337536,-4.6501655216400515
-max val ml,0.0,0.9638566368057927,3.3061529316622837,4.193324558239943,1.8667727207089562,1.3745532430160383,5.362898999841279,2.5562830722573002,5.8139467059269245,0.9518130976290109,0.6903012119453628,-4.649079806807755
-lower bound,0.0,0.9612438744751339,3.2830988635085765,4.133873433271796,1.8250896596663144,1.3720722979845945,5.355769267475123,2.5435482071636697,5.795863697545284,0.9514549809267627,0.6898920332931889,-4.699225954715768
-higher bound,0.0,0.9665369886464469,3.329455829129964,4.246094868028202,1.9010175388346664,1.377823373645466,5.3702145975530255,2.5700170965860245,5.835031740068225,0.952138765635856,0.6907912869047307,-4.600698943662135
-max val,0.8,0.9653151212894252,3.4289015729225882,4.72637349638578,2.359644883757873,1.3811674035889112,5.387151413504201,2.5804743797009535,5.820158049568832,0.9514954585829727,0.690148574536216,-5.015611581948729
-max val ml,0.8,0.9648738846549085,3.4258235578381386,4.722164087770942,2.3585402488571763,1.3813816817642863,5.3881307408409596,2.582843865499201,5.823725179106488,0.9515676183812578,0.6902951835134759,-5.015882253534244
-lower bound,0.8,0.9628366151238984,3.404929268009704,4.661431169062139,2.309292988243318,1.3784710491220256,5.380005266152552,2.5670920180024908,5.799885836772571,0.9511789473872636,0.6897229444124541,-5.084236702832873
-higher bound,0.8,0.967787917683463,3.4537180028063323,4.795031392528923,2.4127891630715563,1.383922229665732,5.3945191688487855,2.594286910139482,5.840838845029076,0.9518121971094484,0.6905744410556778,-4.948071653113114
-max val,1.2,0.9658756873338308,3.4783861885792753,4.961794470812656,2.600143081696344,1.383607269539796,5.396626336747929,2.5897461489444176,5.821192504671679,0.9513767811348812,0.6900703735056997,-5.2111835427978725
-max val ml,1.2,0.9660234854614095,3.4776692340985806,4.95374500510337,2.5918841309086638,1.3841243201534439,5.396711253688081,2.5900399541017007,5.821940452920208,0.9513451773845647,0.690099779534716,-5.2391415426950125
-lower bound,1.2,0.963413005231847,3.4535845435798875,4.889171873862037,2.5401292925193033,1.3809431922803859,5.389315224053127,2.5755907250351835,5.7996271349016135,0.951067785619341,0.6896550602496538,-5.298290730026753
-higher bound,1.2,0.9682491305830156,3.5039469777924164,5.038012640308371,2.6638460754604383,1.3862970385164197,5.4042096985632435,2.6042622563943683,5.843486428908024,0.9516911423366088,0.6904928126906791,-5.128142737496123
-max val,0.2,0.9643335784347069,3.348896780450789,4.369124137459351,2.0209145125683663,1.3771611139782,5.3716039773202375,2.5653629906203004,5.817649323855991,0.9517001148469602,0.6902837278502628,-4.764246602058005
-max val ml,0.2,0.9639701257778077,3.3422354637856326,4.349677782376892,2.006587292366147,1.3762641313523525,5.369910476206155,2.5630435363813002,5.814711065439691,0.9517709703949793,0.6903223412846184,-4.7722438795456625
-lower bound,0.2,0.9617179932644594,3.3252636544001213,4.310550376056394,1.9799324132090346,1.3743533820230331,5.364419060786773,2.5521496378027075,5.797882537593242,0.9513633405997235,0.6898345832597284,-4.818620322996928
-higher bound,0.2,0.966890350056195,3.3731659130474236,4.430307444404177,2.063966585225094,1.3800108601244898,5.378672175236917,2.578424912946926,5.83753637442804,0.9520382578031463,0.6907354893269975,-4.709657179982905
-max val,2.0,0.9668449118824498,3.567778520448113,5.421724047876218,3.112631491437848,1.3876649254891604,5.413404399954661,2.6056277702559334,5.820949532639528,0.9511589171851895,0.6899151128350488,-5.778963793488558
-max val ml,2.0,0.9668194848787046,3.5732285291354677,5.448706408237346,3.1413240134014884,1.3881575438562759,5.414993501576808,2.607470932523289,5.822243474484937,0.9511768032200381,0.6899822454191983,-5.759998967742067
-lower bound,2.0,0.9644733311021403,3.5406590008225898,5.333481027814384,3.031159739479367,1.3850992650331801,5.4063159337612126,2.591560520813407,5.798393442335465,0.9508709174794852,0.6895286379658946,-5.964633274052616
-higher bound,2.0,0.9691304768614502,3.59532031415804,5.514620002695463,3.2001862607115203,1.3902530579289267,5.420972275238186,2.620868035852565,5.844989740875959,0.951455812330019,0.6903103654340894,-5.616122112776555
-max val,2.5,0.9673126973659695,3.6138708499104406,5.679398907777705,3.4286179142525546,1.3894895297284449,5.421818157417917,2.6136478672762284,5.819547766438465,0.9510495221958586,0.6898296295810509,-8.704045997557209
-max val ml,2.5,0.9674844954142531,3.6225295947889498,5.712961107266013,3.46208697991811,1.3905880792935787,5.423508594287633,2.614824617021418,5.819891454997586,0.9510338491831865,0.6898272068142592,-6.826163571809516
-lower bound,2.5,0.9650556569124088,3.588089533286926,5.595970587284543,3.346546629695206,1.3871622465490394,5.414781418733208,2.5990857023734417,5.796179918248126,0.9507645591501697,0.6894468799514728,-22.618028630989095
-higher bound,2.5,0.9695780236156317,3.641108726580984,5.777067498357999,3.5278077570300717,1.392029313731659,5.429553964555301,2.6298040465236756,5.845132690893926,0.9513360314527213,0.6902062792448501,-6.396507592509998
-max val,5.0,0.9663012029368813,3.8687274343706544,7.519636363228072,6.259125831208954,1.4003863363933378,5.478230761188601,2.6720582772785724,5.818327795092895,0.951038340662886,0.6901603741175453,-12.393602340900038
-max val ml,5.0,0.9662566354395568,3.8631794957181933,7.476640816836435,6.1798290256086625,1.4000345737616189,5.477221748011517,2.6715858395443184,5.820407352983962,0.9510365318992535,0.6901137032336933,-19.804256697321858
-lower bound,5.0,0.9637841008765442,3.8179063551733297,7.235238337652575,5.78739148701618,1.3976745151919787,5.465548697572707,2.634673897620475,5.743544680942213,0.9507187990176027,0.6897358739041429,-25.078606455520216
-higher bound,5.0,0.968893430343154,3.9186344043283796,7.802868602671884,6.728337731086961,1.403094182797932,5.491259772277359,2.7104798440697473,5.893439234557648,0.9513496315168359,0.6905678285848437,-7.922484826938696
-max val,0.4,0.9647499137687037,3.3779172062026204,4.492291784946986,2.1333980461025117,1.3787160461182428,5.3770159765316015,2.570445292023809,5.818398197540662,0.951615865771143,0.6902265315980686,-4.84296301327193
-max val ml,0.4,0.9653601563880189,3.3841319199646587,4.504797968235301,2.140600437907551,1.3786685891354538,5.376497682787579,2.5686978802171465,5.815601416984445,0.9515521005245562,0.6901841481900709,-4.848152629801824
-lower bound,0.4,0.9622170876022682,3.3534018237365415,4.429739721046567,2.087553868967342,1.3759233203765422,5.369940843034927,2.5570944152717456,5.798132262563427,0.9512912623457346,0.6898043017570018,-4.903157167372854
-higher bound,0.4,0.9673231260405566,3.4018914706332226,4.552489115286284,2.1770738846155027,1.3814085921989274,5.384127817112991,2.583963972862636,5.838818264079038,0.9519427533618185,0.690660913314787,-4.78672582989433
-max val,7.5,0.9665595123271464,3.900178076551066,7.689480818792948,6.411585333541165,1.4011269621552596,5.480100340302365,2.6583975793576884,5.742662022210201,0.9510016953265928,0.6901372683518726,-13.587598260737511
-max val ml,7.5,0.9665322084506867,3.894726229496043,7.683634663681814,6.392447495174053,1.40112121655091,5.481158048096736,2.6723970348831227,5.826360812308788,0.9510119337728662,0.6901163262490286,-27.783741081558347
-lower bound,7.5,0.9636521605102332,3.7903092882504827,6.737679869353499,3.9256469246950534,1.3980902937335082,5.4569159766358375,2.552432976959147,5.034858470409774,0.9506820987625526,0.6897212253207132,-26.6187931165423
-higher bound,7.5,0.9692519002825258,3.981530534611911,8.523294135580219,8.747813734561788,1.4039844788457894,5.504798864947328,2.7903188577944733,6.091728177654199,0.9513466605439356,0.6905810023590851,-7.864800905257432
-max val,10.0,0.9668249020867046,3.776334902880673,5.0579133868769155,9.045459902715228,1.3995521707363114,5.4555063346376285,2.6189113724676667,2.243702745701466,0.9509886561016327,0.6900667998589489,-15.42212839631204
-max val ml,10.0,0.9668504081275517,3.774180138109888,4.974963328258197,6.464681809610357,1.399395528152448,5.456161802928371,2.649033003786339,2.052400252048298,0.9509751059648939,0.6900743731933321,-19.106736398313323
-lower bound,10.0,0.9639350705151899,3.609580475092137,2.507788250843907,0.813534824061733,1.3962819320385422,5.41797712504591,2.190444482264853,1.0083861077121694,0.95064440178668,0.6896284061329049,-27.958975204223243
-higher bound,10.0,0.9696817767767849,3.918860054831392,6.98575759341921,20.41066651837397,1.4028272937223747,5.487503965603774,3.19933034360907,5.608092880784578,0.9513263580939341,0.6905134928717169,-8.071807649078334
-max val,12.0,0.9669573046770903,3.7234976886382167,3.4182574055889794,21.52589882051509,1.3991372477027741,5.44443582258954,2.6616622910705012,2.1702392961987242,0.9509754797666561,0.6900435059960609,-16.269801902388075
-max val ml,12.0,0.9674215404621958,3.6637456808758375,1.2623608622435536,29.401322139433823,1.3982375540976295,5.428157565507488,2.598910334945025,2.189669700358393,0.9509254234003504,0.6899746054899478,-21.658051308091828
-lower bound,12.0,0.9639951524315262,3.590005832288524,1.2769026314502883,3.730867357383322,1.396087640730362,5.407778853546999,1.868604242834384,1.0359591433730364,0.9506443267686573,0.6896094303604609,-28.323959547170674
-higher bound,12.0,0.9697879691656119,3.8791024264558427,6.539931700711656,29.1243358351278,1.4022080232194174,5.485004575624108,3.398036736680861,3.8230715223171057,0.9513194537605298,0.6904984990458638,-8.220143120672974
-max val,15.0,0.9673858632219046,3.587357498579115,2.08428340800202,14.18529712640375,1.397713069450562,5.416324128682121,3.2056604855881625,2.5676003894266373,0.9509477103942692,0.6899597859806876,-16.88003214909311
-max val ml,15.0,0.9668709052817273,3.551722721280438,2.76848439882031,29.975616744485173,1.3981080860682942,5.432296186427756,4.2395186616454925,1.242942781063906,0.9509999512362273,0.6900644200624138,-18.781531920868012
-lower bound,15.0,0.9641826419837181,3.405098848817154,0.35031592489133917,1.5959949112224865,1.3945533483547405,5.370563805332517,0.5294610427189567,0.47980989240977695,0.9506012839553513,0.6895143203032662,-28.119266794832992
-higher bound,15.0,0.9703449558739263,3.761343060978245,5.12070201808373,27.960800962814282,1.4010284421960986,5.469819988031045,5.383178219233207,5.811530819181176,0.9513123377149171,0.6904354482520978,-8.219499408610563
-max val,0.8,0.9653552936270373,3.429581809012064,4.728177438519223,2.361070740673056,1.3812861380858226,5.387322751624751,2.5806597699568368,5.820431195286009,0.951491033968282,0.6901425095329677,-5.017553840673607
-max val ml,0.8,0.9651725670455951,3.4271125880682196,4.720347617318963,2.3532439981122626,1.3809466889349233,5.387121148436265,2.5799877038906156,5.818658671172533,0.9515040601330496,0.6901518788023097,-5.027290865370453
-lower bound,0.8,0.9627588301080805,3.4050904588264865,4.661137352301939,2.308688777609446,1.378535069189848,5.380103119368915,2.5668367468394404,5.799224856842481,0.951179689638004,0.6897343652903615,-5.085523861855865
-higher bound,0.8,0.967796492659958,3.454362673074433,4.7960027445965165,2.4136475283518513,1.3840478473706146,5.394827573757364,2.594730921862533,5.841451973077494,0.9518254294775659,0.6905899865417,-4.950401911433762
-max val,18.0,0.9672133607052029,3.323937031338513,10.262769792306843,16.230575689283203,1.396342825919028,5.390391085770618,5.1103423439144,2.94243381540706,0.9509732300028528,0.6899536798564805,-18.71914372449458
-max val ml,18.0,0.9670620871882524,3.1550493593700333,14.212086582664579,19.894836457405816,1.3952354875187545,5.374445485333882,5.179598112561219,1.9059362981715886,0.9509932455783594,0.6899281922250021,-15.773897951400176
-lower bound,18.0,0.9637019662713124,2.9354110735134413,1.8068121173299594,1.7336544986289326,1.392466017683496,5.289453190345662,1.0209710098556717,0.3186499244844802,0.95058690063011,0.6894511828883279,-28.710254705064255
-higher bound,18.0,0.9705274828691903,3.6629078060293745,21.466157015753403,27.97481640577149,1.4000393168621967,5.482403417342444,5.937088232119119,5.878592598415696,0.9513746539627514,0.6904761464831225,-8.51021034034952
-max val,20.0,0.9669272804701416,3.1675652991128715,19.15713398553011,15.584756881097096,1.3956988994620227,5.3854359452157965,5.052232972566048,2.953771241106679,0.9510112949881229,0.6899820699921536,-17.289262098174696
-max val ml,20.0,0.9676741298623762,2.934332978861155,28.256385902202716,1.5727036793148352,1.3943574893697852,5.310639133672719,5.331311872254914,4.860349339143189,0.9509359703622751,0.689830644944463,-18.183181555421974
-lower bound,20.0,0.9635162142227454,2.839773139312728,3.172940681245412,1.9651670238799526,1.392072267359604,5.258305777044436,1.1571938354441902,0.45629513815906086,0.9506033107129097,0.6894522515952715,-28.29063882227867
-higher bound,20.0,0.9705050470976031,3.60835732125667,28.734362588454072,27.916232459757403,1.3994190302884393,5.503989323923132,5.904141047159292,5.749521311898825,0.9513933066956053,0.69048472471855,-8.146872978175125
-max val,1.2,0.9657513715624011,3.478022345859254,4.961155025197295,2.5995012109351556,1.3835894412788607,5.396707388783147,2.589768691592478,5.821031301601979,0.9513903966627542,0.6900865336435632,-5.211240998418557
-max val ml,1.2,0.9660504205595004,3.4779682569987593,4.952736645014642,2.5903675200372533,1.3831355489295656,5.394341355727046,2.5850004453559103,5.814174556600593,0.9513654808524066,0.6900505214916195,-5.230896437483061
-lower bound,1.2,0.9634193764547676,3.452490421372648,4.887729151655547,2.5397965742677453,1.3808966751784477,5.389419738238303,2.57547415525313,5.799305360203665,0.9510699609337063,0.6896543823095477,-5.299854701416443
-higher bound,1.2,0.9682710559419028,3.503481342408575,5.037247960546794,2.662747955167583,1.3862640446339125,5.404110899420711,2.603890453033011,5.842952953052751,0.9516895909086092,0.6904790033134195,-5.127680757740055
-max val,2.0,0.9667989393844016,3.568824849037095,5.425970825091171,3.1170917970059313,1.3878180224120549,5.4136863162324955,2.606173730431884,5.821582858535526,0.9511653349718254,0.6899261820253609,-5.7686425043541405
-max val ml,2.0,0.9669379776308249,3.5717178696493024,5.43344327556171,3.1231314314769083,1.388212388780038,5.4135779252541605,2.6043593712341377,5.817303003068046,0.9511715949759612,0.6899065726094107,-5.757500823777892
-lower bound,2.0,0.9643938794892521,3.541464445418239,5.3361023538130405,3.0333204514229957,1.385159766769826,5.40610882943674,2.5910218945342995,5.797872073386954,0.9508691326396188,0.6895299425129024,-5.95896684991386
-higher bound,2.0,0.969221054702545,3.595530910294474,5.516368696814841,3.202993883082493,1.3902858092729056,5.4215330240973385,2.621453523206684,5.845036313376156,0.9514708131978378,0.6903367708730617,-5.61107262926631
-max val,2.5,0.9671336690849239,3.614194002588618,5.686114720275789,3.4366759150689,1.3897461540982623,5.422865574492201,2.6154751822754734,5.822058203975286,0.9510663124879599,0.6898582066523242,-7.484645385470756
-max val ml,2.5,0.9673814615779757,3.618899033801964,5.698776754214293,3.448359647807095,1.3900137780495263,5.422063471859435,2.6125130828666387,5.816494842783118,0.9510509070172264,0.6898678685079322,-6.797880879726851
-lower bound,2.5,0.9649182614768224,3.588114227489153,5.596458987960699,3.3473339028161666,1.3872722879932249,5.415347055286941,2.5995696764691565,5.7967770811334765,0.9507721122452817,0.6894617985204681,-11.728126866015465
-higher bound,2.5,0.9695110610179625,3.642284602835524,5.786475097305097,3.538561497472331,1.3921493320213076,5.430280747542287,2.6307178545654413,5.846177701147892,0.9513449843994657,0.6902302613275678,-6.309841036049644
-max val,5.0,0.9664256667440719,3.87198958205098,7.54040680370785,6.286624960298836,1.4004500543662866,5.478720628815332,2.672027987988888,5.817269999968837,0.9510189873001678,0.690143130742509,-11.25777471183423
-max val ml,5.0,0.9662347925894327,3.8621504507594184,7.50365985061764,6.254563241238247,1.4001117153056393,5.479162415174047,2.6785264704248357,5.832543476137294,0.9510386690899264,0.6901687789900328,-28.631812017866384
-lower bound,5.0,0.9638536504575632,3.8198828712350767,7.242481609170639,5.798315620799314,1.3977523621507644,5.465118133839708,2.6335393231083275,5.742817554560389,0.950696252186388,0.689721027959801,-22.914727600077505
-higher bound,5.0,0.9690709117739762,3.920803547174323,7.818253850552224,6.745875688685993,1.4031645902470937,5.491513292512405,2.7111787050813474,5.895436408831451,0.9513330496589181,0.6905531574897633,-7.762776875881606
-max val,7.5,0.966354948560455,3.8948154396674504,7.709758552758459,6.49426993040886,1.4012075542758193,5.4822405403541445,2.6700471261254886,5.797676392282018,0.9510223955706549,0.6901648252842054,-11.252713152475405
-max val ml,7.5,0.9665691420300375,3.9054887090204016,7.81436491445937,6.72830688680524,1.4015108601782464,5.483349640959534,2.6705249568900773,5.79245877264728,0.9509974665371164,0.6901412745779261,-9.63007926966415
-lower bound,7.5,0.9637319902933055,3.806234844197687,6.798180035136036,4.013197789135444,1.3983562435339125,5.459161172139506,2.564447625582486,5.431935548882234,0.9506912530329699,0.6897308322861864,-26.83287637479616
-higher bound,7.5,0.9691317289331798,3.982660906731047,8.581693686776562,8.91884436284286,1.4040512478561102,5.504764789173989,2.773303368392275,6.128980754084496,0.9513396930042881,0.6905758993805042,-7.636116137072651
-max val,10.0,0.9667588891618867,3.7634911103929647,4.707472158858841,10.341583757969602,1.3994850388755211,5.454976911427642,2.6429520536748834,2.1434499069669615,0.9509939229429694,0.6900740758408962,-14.487032273026045
-max val ml,10.0,0.9662663472346655,3.733514844919846,4.336121620847677,9.839032500740725,1.3991967667262117,5.457572257196861,2.716282063534461,2.03738097926772,0.9510586011892603,0.690163330365997,-17.043305101320215
-lower bound,10.0,0.963799208405175,3.598988628076181,2.2343775251449434,1.3888700457051577,1.396179600889436,5.415493682804116,2.137829690992017,0.9588474275869062,0.9506627739431794,0.6896389497144326,-27.840528301588293
-higher bound,10.0,0.9696044769413636,3.9119146988533195,6.973859986076964,21.496672278106892,1.4025161052949644,5.486717029202696,3.228861945712561,4.944430583176907,0.9513453643148815,0.6905336437465368,-7.918007544317177
-max val,12.0,0.9668069406074393,3.722383984451462,3.3832170414439755,21.51641329388155,1.3991962739697459,5.444861953222639,2.663329349263657,2.1565238832572544,0.9509918790290746,0.6900661689902301,-17.088679753831254
-max val ml,12.0,0.9666950851507855,3.6543716403842805,1.82318943971695,29.478621285354283,1.3984232118252593,5.441374679545599,3.178898205855037,1.9742514441435504,0.9509997215433119,0.6900255595679262,-16.667748091068365
-lower bound,12.0,0.9639962748314232,3.590037659832469,1.3147736783918078,4.68787046649164,1.3961787964477206,5.409180676373566,1.894918363441955,1.1469053981294766,0.9506394034414105,0.6896124982594315,-28.26263496106652
-higher bound,12.0,0.969784802287294,3.8713551618124615,6.30538516555862,29.21497760371768,1.402313666052454,5.482673415232187,3.416855168980657,3.578750980397435,0.9513271831850817,0.690501128876911,-8.339291565391996
-max val,15.0,0.9670703947129737,3.580028062543374,2.1453255008419414,13.72894440988051,1.3977939600681992,5.4205734119349085,3.4570263444362013,2.6467015032634937,0.9509755974814238,0.6900043227467304,-18.297199592389237
-max val ml,15.0,0.9667116795598517,3.51562791574907,2.5422572325561625,28.21857054219512,1.397672894378312,5.421402370827953,4.69753937669395,1.5460813781016935,0.9510177809234981,0.6900294406431462,-25.482796210695
-lower bound,15.0,0.9639999133646386,3.4023919301955434,0.3225323562741686,1.8110925755641416,1.3944673054045051,5.374996319909213,0.8257051424952373,0.4854729622534016,0.9506189207913947,0.6895348994982522,-28.33620069523547
-higher bound,15.0,0.9701550445131926,3.7563754379147385,5.102404860511614,28.117879067127454,1.4010284004618145,5.47250875016301,5.7239737937837525,5.740687073972134,0.9513361650773884,0.6904797033259426,-8.429066989067827
-max val,18.0,0.9670216955947113,3.2855756027913183,11.239009425109666,15.81984587279753,1.3960208409417114,5.389951991119887,5.118829595741766,3.2198561684390556,0.9510027425172269,0.6899794600296744,-17.961980463567667
-max val ml,18.0,0.9663897833054091,3.1722789311273125,12.913396258423143,8.540229769742664,1.3958369372897539,5.391093904474166,5.146792530645788,1.7602703159491973,0.9510577630377903,0.6900607061804472,-12.773150154394585
-lower bound,18.0,0.9636440798711523,2.8953426889930256,1.9845007649117505,1.9887561285328361,1.3922640371483506,5.2856541525832235,1.278582728675298,0.5040709696269711,0.9505836555436031,0.6894331419392644,-28.47084219920355
-higher bound,18.0,0.9706839499650904,3.6526489092397187,22.090214469355136,28.253330435489627,1.3998394378450925,5.480348000079692,5.943452718116228,5.949221048638471,0.9513897631798596,0.6904782723376246,-8.341290841788627
-max val,20.0,0.9670381562884349,3.1718862302966957,18.390856867481514,14.032374439234129,1.3957717656347073,5.384034115646174,5.049807984012281,3.1530665229785795,0.9509950789634756,0.6899734290838928,-18.355726585948712
-max val ml,20.0,0.9677121682873235,2.9233075106221817,28.669901788641603,13.313077547733892,1.394615919113102,5.315842998398534,5.307729495970674,3.4668640777682107,0.9509316138050949,0.68983832405584,-26.140660285379166
-lower bound,20.0,0.9634838591549035,2.825922145067941,3.08663186215136,2.0014375217327873,1.3920221957647607,5.264469967365206,1.2984983904109364,0.3819909802437772,0.9506074799829416,0.6894500126206944,-28.47031603421827
-higher bound,20.0,0.9705316676782071,3.6091337983255354,28.669602198498424,27.83158461970355,1.3995085372183214,5.4953382214838475,5.8976349411424875,5.885137781694633,0.9514091457321208,0.6904961804241191,-8.26309014087365
+max val,0.0,0.9638050060504596,3.306259240715403,4.190503449508882,1.8634893278477853,1.374946180475723,5.363110030176641,2.557064856228585,5.815916428328881,0.9518064163251401,0.6903566829830934,-4.650502071650763
+max val ml,0.0,0.9637945384572977,3.304972346116283,4.188879143864184,1.8631431750729408,1.3752599201901823,5.363727931794276,2.558168978457528,5.817119664939688,0.9518025914182766,0.6903697777279613,-4.652180748864719
+lower bound,0.0,0.9611654408003822,3.2832379181140796,4.135555610722698,1.8264941966313364,1.372045477284664,5.355897440719939,2.5438040068577643,5.796219392245506,0.9514587083222954,0.6898923991502938,-4.700945893861984
+higher bound,0.0,0.9664950938383738,3.3296217402256514,4.247247801320881,1.9017132814011188,1.3778722073233467,5.370451535185987,2.5706718387554877,5.836163416450129,0.9521452475115073,0.6908015869394516,-4.602481064164099
+max val,0.2,0.9644457665089493,3.349948704094919,4.370713088274291,2.0216974265284686,1.3772329439327964,5.371430265381002,2.564895741054308,5.817007263236034,0.9516774962266512,0.6902671578906712,-4.762377916079437
+max val ml,0.2,0.9645858288586655,3.349075695788087,4.365149128636359,2.0176143122031958,1.3770107423745086,5.370446400854378,2.5637650731842734,5.81606728434125,0.951673324002156,0.6902582632957832,-4.769160343050803
+lower bound,0.2,0.9618177371824818,3.3254444316091947,4.310097210896,1.9794446270738995,1.3743964403204345,5.364239499363013,2.551452530901811,5.796722141773764,0.9513523268032817,0.6898252227066184,-4.816797102200702
+higher bound,0.2,0.9670258831121494,3.3736204555284517,4.429934387420215,2.064122873948127,1.3800744886496725,5.3787138732523605,2.578482022379885,5.837633486438371,0.9520210351960396,0.6907182036878231,-4.708980732226689
+max val,0.4,0.9646900946087449,3.377551308817358,4.4909594612544845,2.132127437859984,1.3786854003540105,5.376981764032834,2.5703637251970237,5.818275560775721,0.9516293234575703,0.6902428235177268,-4.844630247974461
+max val ml,0.4,0.964671683327744,3.374422268103761,4.481144067702873,2.1252214027057983,1.378222043285473,5.376270396140064,2.569670674970684,5.817858263782511,0.9516448051258799,0.690282606565862,-4.84077404794435
+lower bound,0.4,0.9621370050767468,3.3529713383058195,4.4275238449583885,2.086046734634146,1.37583928450778,5.369674891052007,2.556991399743956,5.798189773493529,0.9512972397736728,0.689803438190546,-4.902613451461487
+higher bound,0.4,0.9672606257910314,3.4013457162347907,4.553666300288925,2.177937892928722,1.3814993259381223,5.384272554009278,2.584041054286471,5.838898320425689,0.9519538575795972,0.6906772010877866,-4.78737624185819
+max val,0.8,0.9652581980181953,3.429472592421269,4.72868982686117,2.361549473377181,1.3812466852059306,5.387391868083456,2.580605805859225,5.820120435287052,0.9514978798620128,0.6901590156860181,-5.015366850185693
+max val ml,0.8,0.9653423514803257,3.433390962246108,4.736320511530599,2.365078364843363,1.3820602769980581,5.387999150713558,2.5805441253409516,5.819558799235364,0.9514769927966982,0.6901892341261426,-5.021466920461428
+lower bound,0.8,0.9628230872979948,3.4052048356122646,4.6622007391558835,2.3097671874572163,1.378457944474604,5.3799669306870435,2.566669126640191,5.799318832187367,0.9511697670214179,0.6897153684280904,-5.089225385836549
+higher bound,0.8,0.9678227232669845,3.4536977587584357,4.795994751277249,2.413670077749745,1.3840025009521941,5.394744863554161,2.594589539103241,5.841212312286177,0.9518120814701307,0.69057695464545,-4.947447864203376
+max val,1.2,0.9658454894344155,3.478606312953175,4.963177212671031,2.6017845390107386,1.3836458038127801,5.396865043076685,2.5899732759597454,5.821327259039709,0.9513771926353807,0.6900718868468884,-5.210699933733018
+max val ml,1.2,0.9660626499523446,3.478540169500019,4.956339262776349,2.593510491945852,1.3838233913942273,5.396212464165353,2.58889867812365,5.820334638049265,0.9513530699956205,0.6900136294382615,-5.2190224880174405
+lower bound,1.2,0.9633984914354029,3.4536666931605344,4.8901120314075595,2.541335417337388,1.3809766461583497,5.389392085191963,2.575800648130977,5.799758703866052,0.9510706012753497,0.689663248959976,-5.299360635470961
+higher bound,1.2,0.9682584343378371,3.503883739288246,5.038089611709161,2.6638628905087676,1.3863639773452567,5.404139947890646,2.6041640089172096,5.843321210608275,0.9516927580359458,0.6904926370222988,-5.128235356040641

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax3_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_3.csv

 n,id,t_shift,dlogz,dlogz_err
-3,305,0.0,-23.237164774415838,0.09087258044931923
-3.0,305.0,0.0,6652.40705612386,0.19090257665384036
-3.0,305.0,0.0,-68950.32634290072,0.19526040375873802
-3.0,305.0,0.0,-68951.05523189939,0.13879574731716712
-3.0,305.0,0.0,-68951.17101294095,0.19625787350230584
-3.0,305.0,0.2,-68615.69965457838,0.19649919398686455
-3.0,305.0,0.4,-68395.76075300573,0.1960212649417687
-3.0,305.0,0.8,-67966.75039709208,0.19657566376274932
-3.0,305.0,1.2,-67550.04437736994,0.1958856953873787
-3.0,305.0,2.0,-66756.18629231755,0.19489642672701282
-3.0,305.0,0.0,-68951.13906653314,0.196231333028297
-3.0,305.0,0.0,-68951.28515651128,0.19642456564365382
-3.0,305.0,10.0,-60187.32770511915,0.16186419814884095
-3.0,305.0,0.2,-68615.74472580549,0.19644472618320533
-3.0,305.0,0.4,-68396.1838079262,0.19657782845137495
-3.0,305.0,0.0,-68951.81354238243,0.19720917533192864
-3.0,305.0,0.8,-67966.89075549423,0.19688590574284495
-3.0,305.0,1.2,-67550.61254102194,0.19654489288024968
-3.0,305.0,0.2,-68615.87521697974,0.1966783778827382
-3.0,305.0,2.0,-66756.31915718547,0.19510863481133398
-3.0,305.0,2.5,-66283.92271638228,0.19362803715286653
-3.0,305.0,5.0,-64194.12709102574,0.18371702280685062
-3.0,305.0,0.4,-68396.03453614654,0.19644844389412577
-3.0,305.0,7.5,-62197.233609765,0.1733002715389161
-3.0,305.0,10.0,-60187.38509879318,0.16189594725363313
-3.0,305.0,12.0,-58579.20543412226,0.1573996821602957
-3.0,305.0,15.0,-56166.711220423254,0.14963545653534474
-3.0,305.0,0.8,-67966.83614168759,0.19674670827344667
-3.0,305.0,18.0,-53760.59523730346,0.14549182555829965
-3.0,305.0,20.0,-52161.80270086863,0.1428741797236005
-3.0,305.0,1.2,-67550.51155463139,0.19636466773194586
-3.0,305.0,2.0,-66756.57271633725,0.19540558975541
-3.0,305.0,2.5,-66284.4902250932,0.1941435723590576
-3.0,305.0,5.0,-64194.066405391204,0.18354578966745427
-3.0,305.0,7.5,-62196.39373600496,0.17227471347346696
-3.0,305.0,10.0,-60187.041631026106,0.16136282986569886
-3.0,305.0,12.0,-58578.91720633833,0.1570553996083349
-3.0,305.0,15.0,-56166.466117112504,0.149266942161034
-3.0,305.0,18.0,-53760.48807191091,0.14530709109125542
-3.0,305.0,20.0,-52161.9268031995,0.14303700079223589
+3,305,0.0,-68951.09875263304,0.1963043451544921
+3.0,305.0,0.2,-68616.41148301038,0.19729606377017347
+3.0,305.0,0.4,-68396.54303057845,0.19703558924482542
+3.0,305.0,0.8,-67966.60030868772,0.19634736959860977
+3.0,305.0,1.2,-67550.46727624717,0.19624118511240315

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax6_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_6.csv

 ,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$A_4$,$A_5$,$A_6$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,$\phi_4$,$\phi_5$,$\phi_6$,mass,spin,noise
-max val,0.0,0.9614322323752356,3.4595410879611386,5.273639695478327,3.645921936581215,1.2733960477629123,0.0853036132011236,0.43423208405018987,1.3860386046376871,5.440426615454388,2.751236547479181,0.008728482833382803,4.043702300423334,0.302747555557977,2.0805697556561924,0.9518135753177528,0.6907106487118089,-5.538255755181723
-max val ml,0.0,0.9619374406132588,3.479983472333001,5.428907873771058,4.017883448234202,1.4476357579938346,0.07915803988405586,0.3706471888012623,1.3874439559620773,5.44624562130402,2.7630558051780105,0.005284023901408597,3.871689027585969,0.5306932592130326,1.9442553700854042,0.9516648125168591,0.6905600882827909,-5.606107534234198
-lower bound,0.0,0.9594991996544859,3.4391453766173807,5.180081099730311,3.4611654394571127,1.1679436568784356,0.008373506432827235,0.4032235400053231,1.3837597512955582,5.433610904956085,2.739763353620034,0.0011679743191579071,3.974825889249655,0.16148095496304582,1.9706555277877464,0.9515653872266677,0.6903697531297177,-5.642258629440676
-higher bound,0.0,0.9634008660843392,3.4800665646804276,5.361991943432025,3.797315462629195,1.397873413917167,0.17970261194816264,0.46833499301849196,1.3883607184543771,5.4472120126029395,2.7622536115085583,0.027792220000442847,4.159443432317039,0.43510241668044203,2.1532396459181435,0.9520626652601051,0.6910418780070993,-5.438611304927701
-max val,0.0,0.9658650163490123,3.5243446777804945,5.305933895869592,3.132302711071279,0.015215498698458702,0.010506620739650493,0.44782924968590454,1.385544302637352,5.410045637034793,2.6150619836601403,5.846818537988275,0.2335174038460286,5.981551383559875,2.635303926974432,0.9513259579857005,0.6900604134178772,-5.482114586839909
-max val ml,0.0,0.9659705453983727,3.5261895632752958,5.310136390900128,3.146620616774107,0.0025906171549692414,0.0009163944602944331,0.43648965065824386,1.385374624995833,5.4086337963875915,2.6122404312298717,5.845044908157531,0.0016969446928987737,6.1184418279746415,2.6151549962494425,0.9513118213316183,0.6900522839551408,-5.523283404316189
-lower bound,0.0,0.9637263758427033,3.501080386376416,5.233060744309816,3.0591837380313356,0.001819011988636873,0.001252528904261979,0.427741747797799,1.3832393077205145,5.403854268585528,2.6027102031110285,5.825583455777437,0.03670189450300592,5.671728139695991,2.5978413903540893,0.9510634079268914,0.6897194979828745,-5.569283954824211
-higher bound,0.0,0.967895637756589,3.5473010774891365,5.378539681646253,3.2027929627472975,0.0524220356060063,0.03551060252820652,0.4726407936130476,1.3879196083123329,5.416905355568008,2.628598702117702,5.868572808951992,0.6321786979800976,6.228793479349373,2.678120181097441,0.9515998058149522,0.6904294365095305,-5.393254821714706
-max val,0.2,0.9704689189841604,3.7508152275383355,6.705917525242713,6.431363318273915,3.491879643375474,1.16087236039708,0.008716853600335438,1.3913961727396047,5.415893764696652,2.5435532394974762,5.539646915447266,1.858480130675037,4.308557301935913,3.6928128466925525,0.9506922505392172,0.689432512358705,-6.224570330038517
-max val ml,0.2,0.9691292298374574,3.7244317949613386,6.671422334126671,6.453207288811585,3.37324250555098,0.974463643812043,0.005867358949273998,1.390241897793291,5.421731383570936,2.574464941271466,5.628230699329819,2.055236683187839,4.51787014629075,3.736600643020732,0.9508118220332327,0.6895412819224955,-6.501621752040052
-lower bound,0.2,0.968436946615145,3.7235528034761893,6.589223789405313,6.212511637086705,3.29811539349699,1.0281692559321,0.0010610690552525033,1.389052457197585,5.408589686249039,2.527366599551689,5.5066003284026115,1.7973507658958214,4.230664983213155,3.3897354773397907,0.9504352070493713,0.6890991514219915,-6.418594404164786
-higher bound,0.2,0.9724760651695017,3.778977349722232,6.816660877101733,6.614067063887519,3.699375425690469,1.2660280817801859,0.030056828048693432,1.3938624574500489,5.423573216848693,2.564624969618391,5.591961761052431,1.9612820499492538,4.39142322577528,3.8753871194899725,0.9509625656392351,0.6897739273947243,-6.047044286279405
-max val,0.4,0.9682186870964102,3.6493583770768634,5.516679193187143,0.9053883225079387,10.817332372223703,12.971173669330671,4.728700642700813,1.390623569479936,5.420322517699307,2.5707874579785566,4.577787013361538,5.821895965894202,2.5032495747069476,5.481971574662019,0.9509583919227229,0.6897367055695249,-7.234506123270901
-max val ml,0.4,0.9679708335140644,3.658695168033602,5.57994347465429,0.924161035834678,11.060013055843552,13.34683877546324,4.879460993485187,1.3910127795654956,5.4253464789760395,2.58215516576007,4.626435550620173,5.84885996628732,2.5390434497290713,5.5271638232404605,0.9509678619367028,0.68973484138169,-7.500979295250524
-lower bound,0.4,0.9663924720167417,3.631238160193817,5.454025273986635,0.7771968892498828,10.619095963782014,12.673871494810692,4.5947692766519745,1.3885652242961175,5.414326625444668,2.5583998427379706,4.532176753301534,5.792064895474836,2.470548293348774,5.4440675943828065,0.9507090965958411,0.6894093350339445,-7.463633365718067
-higher bound,0.4,0.97017918810276,3.6661763550932216,5.568354564865434,0.9829143302310268,10.992516796356307,13.261960882661484,4.861051153772734,1.392495097160733,5.425408099926716,2.581866496833266,4.6222206461167765,5.843601858790641,2.5280044861922772,5.512089053179437,0.9512032490604434,0.6900618430515063,-6.987664936189255
-max val,0.8,0.966835433484508,3.525103266193881,3.8047453683472527,8.525804880344973,31.209623359802315,33.89753343176456,12.575008528734145,1.3896183461571974,5.411714076408822,2.5392973198573294,2.702627080508963,5.687533788042787,2.4010462693684813,5.402604288480458,0.9511077903718794,0.6899078398589013,-7.081505904213564
-max val ml,0.8,0.9671812187331004,3.5468733412205595,3.9840056812924747,7.9525923714749345,30.23902617877668,33.19220040592704,12.398955258069186,1.3905794711227424,5.415071109211862,2.5451218878769843,2.7229719190644515,5.70310572086869,2.4191215301661315,5.424063668536397,0.9510331061317283,0.6898729132465125,-7.5200842850685845
-lower bound,0.8,0.9648290398016759,3.4948129795392964,3.597798526241719,8.212871642431859,30.510470271576484,33.14827601504431,12.273400731415533,1.3874739336273136,5.405373585150439,2.5248373056166056,2.671451464508331,5.65558361923321,2.3636919422185136,5.359307243275152,0.9508653176170898,0.689599522649441,-7.514424451693465
-higher bound,0.8,0.9687563678195754,3.5507761336818624,3.930660298442157,9.203846821674013,32.30534345100629,34.932638640489934,13.005348868663285,1.3917215608712332,5.418305901518512,2.5543335785132637,2.7258766087541457,5.716637980857712,2.437328952608421,5.445473396233096,0.9513549191580208,0.6902341773848207,-6.781395530668242
-max val,0.0,0.9663145483788524,3.859147381064017,7.954740627335642,9.695522777334608,6.3520553826512565,2.0166449359218603,0.5577649753523245,1.4001156786085949,5.483541210936929,2.711006630220872,5.880567661901613,2.5039993478980143,4.918248266468576,0.5388233281637703,0.9510558763809895,0.6901925173394542,-7.234381813456526
-max val ml,0.0,0.9669549239121827,3.8245527660922907,7.723338764168088,9.191763003267841,5.863057838758248,1.8071208995675694,0.5038558748243659,1.398549545985149,5.476553833876249,2.7076231452801713,5.8868733208410635,2.5181819629894275,4.924285525531975,0.5355890365981074,0.950992664065968,0.6900349885559466,-7.69506912834073
-lower bound,0.0,0.9635794650242256,3.782952729743769,7.608081033570807,9.003065873431945,5.6379553892084955,1.663002452179628,0.5103730935462035,1.3972182892725251,5.477225574032261,2.696450797065296,5.858428971199752,2.475947392193823,4.886141645660114,0.5010919550038835,0.9508184883827564,0.6898876929957305,-7.450377259532207
-higher bound,0.0,0.968189165750163,3.8826752084734744,8.058172857768296,9.903839023051747,6.533093438415634,2.0957948317198047,0.5929695674984405,1.4023687938408353,5.490447536203149,2.7435807698766936,5.949981404289775,2.6067319091029204,4.997248577810601,0.5921695946560396,0.9514143805638067,0.6905803684908594,-6.998211051334501
+max val,0.0,0.9503728152942121,3.538412343279081,6.7046318043800035,6.343573760396462,0.013513942451412459,4.434632972905886,2.180697112615974,1.3949972180020926,5.53642891543173,2.917753376392716,0.0007995561446217994,0.48874745298386163,3.1919157248443932,6.280390599651301,0.9529277222848767,0.6924293958085025,-6.1237359470099335
+max val ml,0.0,0.9502681021005073,3.5263835501530405,6.628536782325283,6.2175375938357105,0.0014226768734544825,4.256832309475306,2.0826257022188255,1.394375493583326,5.5336243496047866,2.914596516764315,0.00011225135030234236,0.8124987403583154,3.193834834431461,6.283032143503477,0.9529696856965273,0.6924053316925856,-6.2267672608332205
+lower bound,0.0,0.9486586496389291,3.516445510574867,6.598008852363461,6.162850562180968,0.001653964149520004,4.225720953721218,2.0579900681417804,1.3927718930831892,5.53168748034543,2.914265139892871,9.801534486993541e-05,0.029407291554319218,3.18746419949961,6.274326652646138,0.9527105596115271,0.6921321003536792,-6.298434115993608
+higher bound,0.0,0.952023048531581,3.5621179975237243,6.821722151923098,6.527764257889086,0.08623894855266341,4.658834981780939,2.3089097697817875,1.3973065101075657,5.541329528318878,2.921621152864026,0.0026333146785123343,1.3320065392508433,3.1949648744366996,6.282842643458173,0.9531473015844962,0.6926990944665175,-5.9654456241122915
+max val,0.2,0.967250798935286,3.602500685454011,5.2667995642232865,0.19434354087465996,10.830366320200563,12.517160849059433,4.423701395971125,1.3898052059976231,5.4236189881165355,2.610238647329522,3.294487472419337,5.732289903516426,2.4662958355251106,5.470907712220806,0.9510542062564287,0.6898478348559697,-7.01015232439639
+max val ml,0.2,0.9674490667943254,3.609754954991468,5.320285505328919,0.00416438136640333,10.735426176926001,12.457987233975484,4.3977813149209695,1.3911574853049142,5.428513531055788,2.625396427562157,3.279903061204628,5.738463252166554,2.48281927089616,5.4942797588300305,0.9510180378792661,0.6898594270397578,-7.3003498523687185
+lower bound,0.2,0.9654777708308871,3.5811047781219782,5.169966898336293,0.021755605349871268,10.55707272139077,12.083045905656597,4.220647717781035,1.3876948443225026,5.418601129129911,2.5917754318897237,3.2579035330376227,5.711561416919829,2.4390093099137484,5.435801127765068,0.9508344620457023,0.6895597148288874,-7.257813095631292
+higher bound,0.2,0.9689753004248141,3.62934672821864,5.332693730700414,0.8088316710927317,12.485862301004516,14.277570850285237,5.06353081410391,1.3920157923605594,5.42835083134466,2.620883404823913,3.407046742668422,5.811611452747112,2.536786537153005,5.54312284756023,0.9512814178740343,0.6901481427591716,-6.739031111684218
+max val,0.4,0.9678048787788891,3.826814442788229,7.298375146929278,6.626644025550524,3.3045217238401086,6.091600869588054,2.731453769469781,1.3976576680121948,5.460245587540311,2.6344734099519003,5.636597822268251,0.8514319338128004,3.041895466856549,5.911142685204058,0.9509147075792368,0.6899187079966097,-7.0262411078341245
+max val ml,0.4,0.9671193315011523,3.8157573392229804,7.227586658422458,6.487202663222603,3.417748250897259,6.007271089952889,2.6316321623025813,1.3986048408875165,5.461133836345922,2.637067724618047,5.633395336439958,0.8533430979585815,3.086942870649359,5.960683446074294,0.9509832062786023,0.6900345237997595,-7.627973430493338
+lower bound,0.4,0.9658933256558373,3.80421809149428,7.194294975479958,6.441810765274343,3.049754259589508,5.7201668330951625,2.55066565450194,1.3955771079631878,5.45291563113223,2.617800153566243,5.606377010530819,0.8109317199768434,3.005982910837239,5.869169194126862,0.9506815574063985,0.6896103697716347,-7.275151470066874
+higher bound,0.4,0.9696751491331428,3.855954817704392,7.454899118680817,6.917118776406271,3.5171811326662104,6.440693271105127,2.9230864105006447,1.4000623696595058,5.467436380567722,2.648046348487447,5.662670927350139,0.8990789777706449,3.067653714525248,5.943201361577524,0.9511538292165134,0.6902365067079594,-6.806803257563464
+max val,0.8,0.9639887894781246,3.4629431752319437,4.106788141427728,6.034516160892991,23.047261766116012,24.961239829641766,9.181343578589402,1.387427408929424,5.415561446772495,2.5107299426208303,3.351459025863896,6.281315448778587,3.1227280082983664,0.002100135988362133,0.951467717181298,0.690307342930132,-5.8056946226869
+max val ml,0.8,0.9628776963722308,3.4678359382365747,4.201508958158652,5.608783254122194,22.12090701592279,24.052622247150612,8.8399325368584,1.387911374627253,5.420261331182287,2.5300866828524518,3.36722071748393,6.281785153696115,3.1225102453539737,0.0007489899624339011,0.9516337381964928,0.6905972205548208,-5.881276486404033
+lower bound,0.8,0.9621018671404725,3.4376188966858194,3.9923470887596944,5.849215926911743,22.443520774559694,24.04693739248368,8.708036938805677,1.3851657163092683,5.407897107081644,2.478838989253063,3.3344089691535763,6.276961035688295,3.1189883758656114,0.0002546683096705164,0.9512308023481886,0.6899947765432697,-5.953819069821996
+higher bound,0.8,0.9658608239285242,3.490403362451349,4.222247706702223,6.427635849066045,23.491961371219077,25.565001113015146,9.529554694146075,1.389724400243269,5.421869294778259,2.5290167723366572,3.3692870575302236,6.282955876859526,3.125849003014435,0.006663373589026443,0.9517075662989141,0.6906196913138162,-5.67748486436864
+max val,1.2,0.967540997138731,3.6511439358779265,5.9416292118939324,3.789014693860444,0.3056141029270915,0.0703311756793418,1.1276460209366501,1.3911458887275718,5.428746466616973,2.6204035463101207,5.801638337313268,6.0992480427196805,5.923279450901356,2.558905512461245,0.9510142072738927,0.6898424535798996,-6.730015573008096
+max val ml,1.2,0.9678322583556023,3.663299982756586,6.059449073292448,4.110280931276386,0.006095335176629808,0.012604078368725766,0.9713366296134585,1.3918208667364962,5.434005099298189,2.637127976005411,5.846565270345541,6.135048485165163,5.926868001108843,2.5577603702723506,0.950935385968465,0.6897597913283304,-6.9960236168508025
+lower bound,1.2,0.9655101508275612,3.6261109844163224,5.8075418669552,3.4456147370646586,0.03354886369819094,0.008393503707847371,0.9762498992610613,1.3890734652483951,5.421762217192072,2.603377162172621,5.754156008184227,6.03899601418472,5.830688462228024,2.5128023274794042,0.950763489702354,0.6895098147149085,-7.026635974265545
+higher bound,1.2,0.9695177034104956,3.674847195747924,6.043719109365927,4.022822653750055,0.6839099194552122,0.2306508756880342,1.3168266444868828,1.3931610557207932,5.435242906357994,2.6375061558994615,5.841108523205399,6.177702557008126,5.992678240592395,2.6055160295925033,0.9512596996552518,0.6901720963890549,-6.384536697239923
+max val,2.0,0.9719637531165646,3.977642898850414,7.951462641886504,7.83918962434613,1.5939770958783381,10.946075415879431,8.697200442914882,1.3996677903414558,5.4323781222757574,2.474226812424418,5.27885783762248,6.162451485024364,1.461995187354055,4.2175117710819165,0.9504189474401654,0.6893376838390034,-7.44022308576351
+max val ml,2.0,0.9715801965475803,3.956640198033876,7.917748739060546,7.663208569622014,1.322107235580067,9.212230643476554,6.926274987467616,1.4000571877031298,5.4435202992074885,2.528587118917498,5.421556979484261,6.221397914435944,1.6317415169067557,4.349313313367177,0.9504138068291605,0.6893824243206386,-8.054788420587435
+lower bound,2.0,0.9699788011349737,3.943917048613483,7.740556439518632,7.4182977506659755,1.238768301734494,10.07408560086938,7.923034761079793,1.3972486869798666,5.422998658817945,2.449076016395011,5.2184164047002355,6.070894846532,1.3554488151455741,4.108938846672887,0.9501888290087748,0.6890294748060092,-8.007955466618188
+higher bound,2.0,0.9738733750640304,4.008560692962892,8.13522029460498,8.257186642707158,1.8906030511717329,11.863691379405346,9.516439838871332,1.40228952191788,5.441145816092916,2.498817087125206,5.3444952241402435,6.248016034883173,1.550005805650727,4.320492062449942,0.950664305351562,0.6896546151944206,-6.967214524729602
+max val,2.5,0.9689383558928774,3.502677722469762,2.9293413060347957,12.48252643715462,26.654353795462036,8.30612196955377,12.06126358266667,1.388711249549058,5.370557787269448,2.1630196905781442,2.807789989063577,5.657201590479942,1.8784314320575055,2.6183785571139113,0.9509098261454205,0.6896276390785665,-6.101558187791355
+max val ml,2.5,0.9700264223137336,3.567228342579235,3.480244494411605,10.540670269226203,24.97366951569551,10.754178675653748,8.32415561135999,1.3907207669388382,5.376056794429958,2.233336626932742,2.858545022671868,5.668711570763274,2.0302096678554347,2.7329365078523606,0.950811438651262,0.6895914861748182,-6.865854886992196
+lower bound,2.5,0.9668994092431686,3.46845236252809,2.6985351970109055,12.03172732808613,25.949901960247697,7.411358091346984,11.072707734466624,1.386344608216491,5.362786758658461,2.116139775130025,2.7595898061689152,5.608661437526319,1.7889739337100958,2.5599837863403034,0.9506713711039179,0.6893113291172639,-6.381881661463154
+higher bound,2.5,0.9709001886208626,3.534197192243095,3.1030171176398214,13.363882889215084,28.21782526543919,10.024328686237082,13.155229101702457,1.391001058224749,5.37823463919047,2.2013015557371447,2.8500074775743123,5.695381300181181,1.9480509825511452,2.6844009641176254,0.9511574525985489,0.6899517577384309,-5.889875710323839
+max val,5.0,0.9643481585717715,3.768575284161004,6.276089898180065,2.2175597186705156,24.063865641544822,43.28180333393697,60.40580163021389,1.3995070126055194,5.486741913295834,2.724593573750246,3.1047069558783225,0.05296805778958581,4.1005652692002075,1.6404514895638584,0.9512452239554636,0.6904001799867131,-6.563807922330319
+max val ml,5.0,0.9648486041640068,3.8092728107445444,6.45704080425698,2.176867323872764,24.77097810682021,46.486720760029904,61.253037857994855,1.4004669866834656,5.4820161048700164,2.6792483622777445,3.3690810687917474,0.02369081554216889,3.9471844293615037,1.4038678546377563,0.9511842332649487,0.6903626411433843,-7.530881757374846
+lower bound,5.0,0.9620887562716612,3.7174019797321805,5.874599794842429,1.2402254811507942,21.505293402045517,38.49755820184453,52.57017079323339,1.3971409887320463,5.475313860406307,2.678480549531674,2.778417636110448,0.006769065145527197,3.9734340343999768,1.444749566766557,0.950975703245827,0.6900444247053317,-7.101722011902524
+higher bound,5.0,0.9664388557161198,3.8123178880825743,6.533667907641504,3.23847814847432,26.477316827657653,47.37656950324667,65.06489668163796,1.4019026243337438,5.499256319096705,2.775691690019419,3.3424731830579772,0.1541403748643151,4.275227715983036,1.8813150511820742,0.9515220199879963,0.6907653475914807,-6.224814248933325
+max val,7.5,0.9663181696444552,3.8955769025802938,7.263760756318821,2.783897434285183,10.952784679006006,26.553500919113134,25.36618768603639,1.4011797419354768,5.4731975657513265,2.597051982284097,5.167087504708649,4.988462614935392,0.4686237492127026,2.6458299342220863,0.9510450623333302,0.6901930515139594,-6.424954258648846
+max val ml,7.5,0.9657733147403752,3.847364296636803,6.708108168498239,1.008559873022717,11.227689988194337,17.768763183401152,30.764187660975,1.4000018457451053,5.471001190806386,2.6132899206172735,4.2543699427301,5.490621718018826,0.24211846860299835,3.2185576186191374,0.9511173690039787,0.6902201467834677,-7.209794631311691
+lower bound,7.5,0.9638926329889734,3.8261884452908657,6.652323925912463,0.43482028703981257,2.466746870203615,4.546258664743226,3.8096090310402104,1.3986064405378187,5.4517098893787415,2.450236115133854,4.019839647125492,3.9897744868865637,0.056640579017488236,0.5638105215717846,0.9507600230418038,0.6898220244977836,-6.805936057973729
+higher bound,7.5,0.9686790637773166,3.9632309730482005,8.064038472941183,7.744082718951203,24.105158482247415,61.049268209757344,70.04820814694307,1.4038242752010608,5.492723583539099,2.6881381363950005,5.7720085105553025,5.690562043196591,2.0266359648115233,4.635677368595427,0.9513341223358094,0.6905731854126348,-6.149408421164111
+max val,10.0,0.966902320113118,3.7650312158984405,4.6716093206353655,11.642941605275901,20.227838089641356,60.08865700564203,63.20003705468119,1.3993725158500359,5.448330853508725,2.594615117882693,2.359382239320189,3.620074300168262,2.220548779942626,2.8697146785712566,0.9509762614739463,0.6900606562366052,-7.0970483076255775
+max val ml,10.0,0.9661069677921408,3.699266949175322,3.468793972069537,18.62841072038658,43.613778906457476,81.20815259885323,89.1349914796007,1.3992762038914044,5.452943698495768,2.7787282077698805,2.0112297129212773,4.547798748818473,1.2222447701113186,6.014784142398508,0.951043313078556,0.6901783769508922,-7.7942548427108065
+lower bound,10.0,0.9642143258390732,3.6180116262586504,2.3779680994690073,2.453643551084364,4.309956285585379,9.78557514994757,10.823215076145404,1.39641756471648,5.416694620768972,2.1591721141203877,1.4661453518921284,0.4902608457898056,0.3181421017183521,0.4873894143404883,0.9506700563917547,0.6896596175703535,-7.660747772432668
+higher bound,10.0,0.9694515434675737,3.9192293603688153,7.076204687810264,23.34566695180798,46.3124679595041,93.6557111226682,95.43728255233232,1.4025647930721645,5.483157999643106,3.1222648985680594,5.474133604833565,5.667933890668727,5.134718863983085,5.917268231505626,0.9513012062414727,0.6904713605684982,-6.575307714650979

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax6_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_6.csv

 n,id,t_shift,dlogz,dlogz_err
-6,305,0.0,-68571.3747771472,0.20828753226977714
-6.0,305.0,0.0,-68536.55624373596,0.2450588231314259
-6.0,305.0,0.2,-68165.1825183243,0.2759113787670991
-6.0,305.0,0.4,-67931.13349687059,0.27839457327992717
-6.0,305.0,0.8,-67648.93316559169,0.2833011150248104
-6.0,305.0,0.0,-68254.07306444975,0.2740682036690089
+6,305,0.0,-68468.80421440631,0.2975622458086638
+6.0,305.0,0.2,-68105.69409218559,0.2813094881716795
+6.0,305.0,0.4,-67884.79957087911,0.2756589555557085
+6.0,305.0,0.8,-67772.51022362588,0.27845639634656416
+6.0,305.0,1.2,-67353.37094810375,0.28008432029546504
+6.0,305.0,2.0,-66699.57311424716,0.3023055380108593
+6.0,305.0,2.5,-66380.60508059396,0.272775875187003
+6.0,305.0,5.0,-64242.81113535772,0.23581611683989748
+6.0,305.0,7.5,-62214.37048044087,0.19091631486764263
+6.0,305.0,10.0,-60192.026748311255,0.16711766713077839

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_0.csv

+,tshift,$A_0$,$\phi_0$,noise
+max val,0.0,0.8646399709118386,1.3135359479369022,-1.451143526594377
+max val ml,0.0,0.8646876265162687,1.313573973595475,-1.4517580504527317
+lower bound,0.0,0.8535340175418511,1.3009077439213104,-1.4807109093380078
+higher bound,0.0,0.875648698194635,1.3264965002764761,-1.4206133518847892
+max val,10.0,0.9386255311381146,1.3727734067804045,-2.550077928512863
+max val ml,10.0,0.9385966012264992,1.372809911501674,-2.550673310119759
+lower bound,10.0,0.9343086479120365,1.3681914491905123,-2.5795534805840035
+higher bound,10.0,0.9428167505903384,1.3773673837321654,-2.5198350702964625
+max val,0.2,0.8678921122177425,1.3149564467263852,-1.4750326180966447
+max val ml,0.2,0.8678277608729564,1.315193875536744,-1.4758786144290355
+lower bound,0.2,0.8568678059848149,1.3026386353214463,-1.5052114516472237
+higher bound,0.2,0.8787980411819918,1.3276484428476936,-1.4444996901713445
+max val,0.2,0.8679313353806682,1.3152646866985767,-1.475180780950108
+max val ml,0.2,0.8681379358296708,1.3151925495554355,-1.4764533651173792
+lower bound,0.2,0.8568977244556595,1.3025780228650878,-1.5046563357543228
+higher bound,0.2,0.8787022797722863,1.3277845248598297,-1.4441386585119353
+max val,0.4,0.8699036246158206,1.3163008135336451,-1.4917619498689625
+max val ml,0.4,0.8701319385931613,1.3161476311355582,-1.492648621025058
+lower bound,0.4,0.8592484556496044,1.3038681793194242,-1.5220357279170074
+higher bound,0.4,0.8807526962610936,1.3286557364960536,-1.4614705242718031
+max val,0.4,0.8698944152442426,1.3163139317727155,-1.49159359499712
+max val ml,0.4,0.8701562523067286,1.3161334729788554,-1.4925809866884343
+lower bound,0.4,0.8590961445767542,1.3036416524754468,-1.5214649647533953
+higher bound,0.4,0.8806569531652331,1.3287413640489698,-1.460554043449065
+max val,0.8,0.8742193723654952,1.318176473456626,-1.525677198008676
+max val ml,0.8,0.874319051948213,1.3183976905060952,-1.5262700111572514
+lower bound,0.8,0.8636923650901035,1.3060895707970979,-1.5555621770422512
+higher bound,0.8,0.8847932718043394,1.3301320539139714,-1.4948454659787735
+max val,0.0,0.8647427102910674,1.3138572284038161,-1.4510808618196336
+max val ml,0.0,0.8647036244225721,1.313562758800486,-1.4513949766853464
+lower bound,0.0,0.8536669961241893,1.3006593696809996,-1.4806684619090902
+higher bound,0.0,0.8758168008983029,1.326527535515626,-1.4205915957749764
+max val,0.2,0.8679940208240129,1.315209794323175,-1.4750199693784936
+max val ml,0.2,0.868013955026469,1.3152396318622968,-1.4761965273666746
+lower bound,0.2,0.8568533520473149,1.3027035938259848,-1.5051703250871853
+higher bound,0.2,0.8789222022722061,1.3274683542132555,-1.4449205856327936
+max val,0.4,0.8700422481634595,1.3161653992198958,-1.491874206438446
+max val ml,0.4,0.870021695202404,1.3162423376191228,-1.4923156125355952
+lower bound,0.4,0.859331357154955,1.3038132849111734,-1.5215676744252669
+higher bound,0.4,0.8809519462151306,1.3284199945785784,-1.461024327194707
+max val,0.8,0.874077441124629,1.3182909217255296,-1.525504729162364
+max val ml,0.8,0.8741971097245889,1.3183516027814843,-1.5262749911447386
+lower bound,0.8,0.8636931305537655,1.3064265440317269,-1.5558210581727785
+higher bound,0.8,0.884568380596979,1.3302886078606035,-1.4955052825845812
+max val,1.2,0.8782262196084258,1.3203122638312912,-1.5600649134050908
+max val ml,1.2,0.8782607862263953,1.3202796219872257,-1.5610390401566079
+lower bound,1.2,0.8678911390333419,1.3084538841146836,-1.590211988548809
+higher bound,1.2,0.8884052958707156,1.3317779149385165,-1.529106769060102
+max val,2.0,0.8861482377619276,1.3250722047426695,-1.632493304413451
+max val ml,2.0,0.8862015661824423,1.3250061244218003,-1.63334139836725
+lower bound,2.0,0.8765329116125596,1.3142128484653142,-1.6622409368667874
+higher bound,2.0,0.895762240219204,1.335939029788276,-1.602521671938657
+max val,2.5,0.8907220636971089,1.3278375091122483,-1.6798288153218497
+max val ml,2.5,0.890885757944536,1.3277703341383826,-1.6806881736097736
+lower bound,2.5,0.8814056057692891,1.317358096430914,-1.7094032304139795
+higher bound,2.5,0.9001821485656105,1.338407762398542,-1.6498318739950122
+max val,5.0,0.9115814903932832,1.3435582754028408,-1.9363909266772552
+max val ml,5.0,0.9115804670778207,1.343651797575743,-1.9375293489322232
+lower bound,5.0,0.9039929293716389,1.3354343291906854,-1.9653131972594764
+higher bound,5.0,0.9189625882342967,1.3516625581536008,-1.9068171011536776
+max val,7.5,0.9273444253833661,1.3590290081596192,-2.2273059038746332
+max val ml,7.5,0.9273423682493563,1.3590877088470128,-2.2279413533505803
+lower bound,7.5,0.921564455215099,1.3527443736077234,-2.256409386830022
+higher bound,7.5,0.9331601978502162,1.3652824806790136,-2.1974897098611508
+max val,10.0,0.9386732533399447,1.37272647002696,-2.550084776565992
+max val ml,10.0,0.938653675431076,1.3727350822097715,-2.550800107690854
+lower bound,10.0,0.9343634226758892,1.3680075222664707,-2.579654831924363
+higher bound,10.0,0.9429282836040485,1.3773066191278844,-2.520030116662376
+max val,12.0,0.9449500910003338,1.382081965194285,-2.8294154571934484
+max val ml,12.0,0.9449161011309919,1.3821089693922652,-2.8300021640751716
+lower bound,12.0,0.9415639613615284,1.3784894601004924,-2.859443084133659
+higher bound,12.0,0.9483737094264673,1.385653373239087,-2.7987423031522383
+max val,15.0,0.951071608683575,1.3930048492845564,-3.28595449795489
+max val ml,15.0,0.9510946783811969,1.3930245617020145,-3.287303740906829
+lower bound,15.0,0.9487873310193999,1.3906393957213727,-3.31899070283216
+higher bound,15.0,0.9533774908013481,1.3954483481516824,-3.252242538083795
+max val,18.0,0.9544880863087253,1.400870087141137,-3.803710737077264
+max val ml,18.0,0.9544677116919139,1.4008674245421098,-3.805003139997307
+lower bound,18.0,0.9529033287507703,1.3992312962475717,-3.8453093166385877
+higher bound,18.0,0.956033283344963,1.4025103756806143,-3.7631535417497552
+max val,20.0,0.9556727942682796,1.4048701715353002,-4.202393037595144
+max val ml,20.0,0.955698601809499,1.404875674720033,-4.203312660394481
+lower bound,20.0,0.9544332744931407,1.403583216498282,-4.258157599046509
+higher bound,20.0,0.9569113677017668,1.4061743073353228,-4.148144350814074

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/summary305_w-tau-fixed_nmax_0.csv

+n,id,t_shift,dlogz,dlogz_err
+0,305,0.0,-73933.3092785313,0.09026592352004777
+0.0,305.0,10.0,-63347.432566991985,0.09550022856009163
+0.0,305.0,0.2,-73627.41288320672,0.09072293786328818
+0.0,305.0,0.2,-73627.18097451072,0.09009616028039148
+0.0,305.0,0.4,-73422.9732506834,0.09068203640585092
+0.0,305.0,0.4,-73422.97806288657,0.09067534051893525
+0.0,305.0,0.8,-73013.35903630631,0.09104839685218657
+0.0,305.0,0.0,-73933.36220431571,0.09040341683772729
+0.0,305.0,0.2,-73627.47987780209,0.09094623857182538
+0.0,305.0,0.4,-73422.76941770712,0.09013893715715872
+0.0,305.0,0.8,-73013.24053767172,0.09075874611890017
+0.0,305.0,1.2,-72602.45222624418,0.09098287868292532
+0.0,305.0,2.0,-71777.30766986772,0.09109737616640715
+0.0,305.0,2.5,-71259.58763338685,0.09163244717933511
+0.0,305.0,5.0,-68647.33529485847,0.09269514796716542
+0.0,305.0,7.5,-66005.4120749132,0.09425562272377933
+0.0,305.0,10.0,-63347.329411791536,0.09519158124836592
+0.0,305.0,12.0,-61220.76822345277,0.09653327996772623
+0.0,305.0,15.0,-58053.49478963603,0.09841350495342935
+0.0,305.0,18.0,-54953.259955732545,0.09903806062912907
+0.0,305.0,20.0,-52958.430301104934,0.09903092857690032

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_1.csv

+,tshift,$A_0$,$A_1$,$\phi_0$,$\phi_1$,noise
+max val,0.0,0.9390224445124687,1.7538618907896968,1.3725169231763559,5.096310050694141,-2.4073160334197716
+max val ml,0.0,0.9388809114511392,1.7517951078529401,1.3724434436570685,5.095488500942127,-2.4096019106351285
+lower bound,0.0,0.9341132295851389,1.7225185203614528,1.3671595751966519,5.081615479027682,-2.4343700828433157
+higher bound,0.0,0.9439395845922502,1.785876520711281,1.3776826830456679,5.111689929127862,-2.3790754876197653
+max val,0.2,0.9407388156132322,1.7864955559682505,1.3740452740141234,5.103063389772416,-2.4545720497988874
+max val ml,0.2,0.9405950114050681,1.7874850679235927,1.3739571211787516,5.103343640391572,-2.45494243937598
+lower bound,0.2,0.9360077960102888,1.7564010141970727,1.369039094843608,5.088638717310758,-2.482672703578814
+higher bound,0.2,0.9453452674104552,1.8176767177531996,1.3792643002096177,5.117856180529943,-2.4263215166737915
+max val,0.4,0.9417253139760811,1.8096372206105813,1.3750966409000307,5.107694812302288,-2.4864252085664837
+max val ml,0.4,0.9417169467538173,1.807818937544275,1.3751892154788647,5.107927668058595,-2.488279775196286
+lower bound,0.4,0.9372124963356967,1.7798366475700096,1.3700940076246293,5.093356382147527,-2.513916173991749
+higher bound,0.4,0.9462569229377591,1.8401156047041876,1.38007296903345,5.122191632784578,-2.457778944193322
+max val,0.8,0.9437883015136894,1.8568372732977547,1.3772846844143736,5.117231861667608,-2.5524443471989358
+max val ml,0.8,0.9438940664032758,1.85526988512939,1.3770922565793786,5.116033607272701,-2.5539569091121415
+lower bound,0.8,0.9395606779521269,1.8278728473851276,1.3726740498359773,5.103352064512277,-2.580302498931644
+higher bound,0.8,0.9481158002407202,1.8866232148210396,1.3819729094774738,5.131119925057977,-2.523734922382449
+max val,1.2,0.9457322430960632,1.9071492741966292,1.3794566220596656,5.12721686493423,-2.6208868538769856
+max val ml,1.2,0.9456246005584239,1.905883251849438,1.3793368373399868,5.1272552895515915,-2.623373155600799
+lower bound,1.2,0.9417436918084037,1.8789253162271493,1.3750784170323374,5.114034233510897,-2.6490441696030906
+higher bound,1.2,0.9498241824738192,1.9354920926804704,1.3838574776262598,5.140594905737393,-2.5925488406729684
+max val,2.0,0.9491728116554693,2.0137208299528018,1.3836451338715503,5.147724892946498,-2.7655171532152423
+max val ml,2.0,0.9490963066994795,2.0143497957439798,1.3838852067088918,5.148025053845364,-2.765213776733386
+lower bound,2.0,0.9456945060694197,1.9872958398054958,1.3798119378825322,5.1356319850757695,-2.793572574387639
+higher bound,2.0,0.9527516285677742,2.0400852144773602,1.387446590937547,5.159960016276979,-2.736678915972046
+max val,2.5,0.951049211549694,2.0849732731388206,1.3862332515091194,5.1611975591978645,-2.8604256979169627
+max val ml,2.5,0.9512101372268464,2.084843249952704,1.3861720540131077,5.161716456964104,-2.863195774374322
+lower bound,2.5,0.9477338497818666,2.0598478741158766,1.3827716810429722,5.149878422600255,-2.8893836856563837
+higher bound,2.5,0.9542829471281105,2.110455298167392,1.389810616111625,5.172943933141318,-2.8318925099454404
+max val,5.0,0.9572203579555228,2.4753313783068878,1.397676710452481,5.233189500205263,-3.393385696116596
+max val ml,5.0,0.9571001851691762,2.4742301728168776,1.3976346129602153,5.233455249506485,-3.3946801732431524
+lower bound,5.0,0.9551127709350598,2.4542673909613746,1.3954759321447918,5.22463257095041,-3.4237793387827438
+higher bound,5.0,0.9593236381594701,2.496698358156225,1.3998698760014683,5.241965727994611,-3.3620724175443257
+max val,7.5,0.9592266068170422,2.8696656830802594,1.4057689928052788,5.30522267392357,-4.026471865081476
+max val ml,7.5,0.9592886568590804,2.868863263189779,1.4057709042997186,5.305085449443802,-4.028855900253021
+lower bound,7.5,0.9578683573505031,2.8504650131291625,1.4043938769813824,5.298559259726985,-4.064705231700184
+higher bound,7.5,0.9605903059992469,2.88875180382716,1.407156635576516,5.31212504249679,-3.9871934067474726
+max val,10.0,0.9589145335264211,3.218175027989508,1.4113423305159016,5.372203632163964,-4.861616506448026
+max val ml,10.0,0.9588471046297096,3.2184705860651928,1.4113373964368099,5.3724437438644035,-4.863002132553248
+lower bound,10.0,0.9579260636559068,3.1976820308613565,1.4103203174269217,5.365887422810808,-4.952475652091898
+higher bound,10.0,0.9598989529048619,3.2385021170114694,1.4123726447364289,5.378555927364155,-4.777290845425007
+max val,12.0,0.9580323134405195,3.4617996561171784,1.4144207746591235,5.42293500189796,-5.70081283657381
+max val ml,12.0,0.9580842211343694,3.4612394723042614,1.4143477002312972,5.4232438235609814,-5.62210458583866
+lower bound,12.0,0.9571204397394484,3.4345366526528656,1.413477138438904,5.415156658378788,-9.426419987820477
+higher bound,12.0,0.9589482277312735,3.4894591296324076,1.415365404801016,5.430798410476988,-5.434101619336879
+max val,15.0,0.9573106770653087,3.7311721495958823,1.4163911807385507,5.4835546138056035,-16.330686084311363
+max val ml,15.0,0.9574181426105122,3.729757227168861,1.416185233327065,5.4820259986328885,-6.202628133363731
+lower bound,15.0,0.9564168996866371,3.6801505310455846,1.4154460464245218,5.4697071059713105,-27.903529893515717
+higher bound,15.0,0.9582138320406843,3.782457775393083,1.4173306785567015,5.4972413255359776,-6.428214251501294
+max val,18.0,0.9569502880089649,3.899382595952637,1.4170114813512025,5.533227134299452,-16.267835081388256
+max val ml,18.0,0.9570922910819442,3.9021810929619285,1.4169841450590481,5.531485740560099,-6.229666861540679
+lower bound,18.0,0.9560404358931944,3.805381624993754,1.4160441748336685,5.5094334165103405,-27.953492386831563
+higher bound,18.0,0.9578786359436919,3.994978403795395,1.4179715589971185,5.557255041946703,-6.311692583663939
+max val,20.0,0.9567578351723056,3.9965979464388175,1.4172297844145114,5.569831646870056,-15.548250959536126
+max val ml,20.0,0.9569630064098829,4.000279009850334,1.4171050994845078,5.567926114359231,-6.068122207298163
+lower bound,20.0,0.9558269445146611,3.8573492841422135,1.4162518070249768,5.535793685836682,-27.927108917495193
+higher bound,20.0,0.9577068564725995,4.132271226918128,1.4181995006129355,5.604445159974069,-6.096773422902415

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/summary305_w-tau-fixed_nmax_1.csv

+n,id,t_shift,dlogz,dlogz_err
+1,305,0.0,-72279.89666055392,0.11867514035083018
+1.0,305.0,0.2,-71936.99408540741,0.11899318973919605
+1.0,305.0,0.4,-71707.3816925292,0.11907141653986342
+1.0,305.0,0.8,-71246.12115352202,0.11947256869443469
+1.0,305.0,1.2,-70782.12153794515,0.12009551924600322
+1.0,305.0,2.0,-69845.97656460044,0.12123471456320653
+1.0,305.0,2.5,-69255.72800258864,0.12144913746037206
+1.0,305.0,5.0,-66271.59852646594,0.1239033230919371
+1.0,305.0,7.5,-63325.82214459451,0.12564477072071298
+1.0,305.0,10.0,-60610.4828799314,0.12564833425668073
+1.0,305.0,12.0,-58734.547879618505,0.12179982356635918
+1.0,305.0,15.0,-56224.951523775984,0.11455241541415934
+1.0,305.0,18.0,-53806.05264888167,0.11169030378142179
+1.0,305.0,20.0,-52204.68546681246,0.1100312333375251

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_2.csv

+,tshift,$A_0$,$A_1$,$A_2$,$\phi_0$,$\phi_1$,$\phi_2$,noise
+max val,0.0,0.9581915509025785,2.7599285729411713,1.8469979776001584,1.3971264559368102,5.2661809064000105,2.390197334871954,-3.3709125159587856
+max val ml,0.0,0.9579735928352537,2.7604060725047295,1.8479001118953626,1.397290650713832,5.266443497941588,2.389826538656933,-3.3715549678063716
+lower bound,0.0,0.9560525575029304,2.7392362363461973,1.824199637161814,1.3949022265507098,5.258701390263384,2.3770522878351743,-3.3998057079411907
+higher bound,0.0,0.9603329334268754,2.7808212831665777,1.870113617003889,1.399379884800076,5.273637658479562,2.4033558386619203,-3.3408995672205
+max val,0.2,0.9586355701680424,2.820741264615795,1.966834181296114,1.3986000573726103,5.277876842947216,2.400932629201459,-3.4515178810309486
+max val ml,0.2,0.9586908729039384,2.8208861877838687,1.9667542441998684,1.3986052636499429,5.277821910383786,2.4013672753945237,-3.4530462744835013
+lower bound,0.2,0.9566444670749725,2.8003333095974448,1.9428790344825693,1.3964938588914353,5.270657282207736,2.3882007664201756,-3.4812260882361983
+higher bound,0.2,0.960670454903475,2.8410163028264046,1.9909197721443794,1.4006437895518398,5.285143643070999,2.413899421814167,-3.421203566199465
+max val,0.4,0.9588752377207803,2.8608146205690494,2.049715453141268,1.3995429586567816,5.285623438671435,2.4080083624672404,-3.5057389380764477
+max val ml,0.4,0.9587986066564038,2.8613202401291558,2.0509616772633894,1.3995111324560974,5.2853145229879255,2.407650718929767,-3.5071285024459833
+lower bound,0.4,0.9569744963751351,2.840495381939457,2.0245275702419647,1.397535279819028,5.278581318569776,2.3953327031590033,-3.5357027500405636
+higher bound,0.4,0.9607914893427895,2.8811643060471805,2.074609637196392,1.4015582518609506,5.292739336766565,2.420892870066631,-3.4756698046161674
+max val,0.8,0.9592522694487464,2.938975539020417,2.2213119048989425,1.401281156765398,5.301035847057142,2.422645237415605,-3.6165564810789768
+max val ml,0.8,0.9592876571776399,2.940465201324433,2.222528498509213,1.401243843810126,5.300325624243301,2.4214123469719295,-3.6210878020363957
+lower bound,0.8,0.9575246705983487,2.919086639302685,2.1948365661714475,1.3994542785221848,5.294215221758255,2.410063190816873,-3.6470448902043344
+higher bound,0.8,0.9610188231312895,2.95879295035876,2.2477412359649005,1.4031143994365338,5.307909653128726,2.4352138991129375,-3.5855894392595857
+max val,1.2,0.9595659101061496,3.014792236276026,2.4009297594507792,1.4028721308816416,5.3158463861421374,2.436683073850833,-3.7289136931732116
+max val ml,1.2,0.9595586190014576,3.0160384111132386,2.4028422049814937,1.4027680486537415,5.315853971126008,2.4363206213000765,-3.7323444070763045
+lower bound,1.2,0.9579698605514453,2.995296982833958,2.3726056138943914,1.4011524040033487,5.309429773631603,2.424605104929083,-3.761002523534497
+higher bound,1.2,0.9611802558468727,3.0342678719168714,2.4288858242751417,1.4045696260697138,5.322398692624698,2.449099726741645,-3.6974711744371938
+max val,2.0,0.9598490636531185,3.1579834022368054,2.7824730480496767,1.4056461683279993,5.3444519212710135,2.464863830671138,-3.9612829022674525
+max val ml,2.0,0.95982865555045,3.158719897692897,2.7841181255326184,1.405879514747047,5.345165097135952,2.465940179717098,-3.9625391714218807
+lower bound,2.0,0.9584504218927044,3.138763740060959,2.7500500843065345,1.4041883052928275,5.338375060032406,2.452887903245283,-3.995691933287379
+higher bound,2.0,0.9612755483056663,3.177559883060089,2.815748768961704,1.407107343395079,5.35058468694981,2.4768019640797387,-3.9262495311070538
+max val,2.5,0.9598736464587347,3.240846845439292,3.0337486885245126,1.4071330467367797,5.3613767412839834,2.4819843886263597,-4.111327451796601
+max val ml,2.5,0.9599936813121449,3.2403474835373816,3.0320078755407858,1.407017635303686,5.360817547183498,2.481077436475052,-4.1144486515105285
+lower bound,2.5,0.9586010966107459,3.2219705874557047,2.9983025974348836,1.405793410125869,5.355520898951666,2.4702980324515456,-4.148092137081143
+higher bound,2.5,0.9611487486335868,3.2600351130374037,3.069399073085701,1.4084633471410073,5.367169755077531,2.493679441816857,-4.073424688857301
+max val,5.0,0.9589777360905112,3.5820235304420973,4.398644926259754,1.4126417763900265,5.434786413568673,2.5615658511551884,-5.002894868036012
+max val ml,5.0,0.9590500131549331,3.58398305207551,4.402285659743227,1.4127097415590815,5.434519707943505,2.560043052482373,-5.014544788848497
+lower bound,5.0,0.9580320063124064,3.5616648799714383,4.339447670400055,1.411638523383676,5.429130714820681,2.5482303289812136,-5.092188964414955
+higher bound,5.0,0.9599495611862596,3.602765079759302,4.460384398696032,1.4136360043105571,5.440574578158108,2.574906475903177,-4.919616652106601
+max val,7.5,0.9575948689119871,3.8444092382899746,6.046034282763465,1.4159595451599993,5.497798940664271,2.638240526980895,-17.52572329568231
+max val ml,7.5,0.9575190033672886,3.8446004743996616,6.049491580146426,1.416008587035926,5.498298755537597,2.639364431247356,-11.729819053425029
+lower bound,7.5,0.9567087151196176,3.813465577044905,5.907609899399348,1.4150320008932329,5.489920308257655,2.615496772078974,-28.140105359429448
+higher bound,7.5,0.9584769187226632,3.8748751132200714,6.185713251500122,1.4168736422663009,5.50581556030281,2.66170568177143,-7.577727006343373
+max val,10.0,0.9571317992542145,4.003629996283527,7.781544637110883,1.4169506247783672,5.541646130014045,2.7075538757583995,-17.65889507619697
+max val ml,10.0,0.9571354796417999,4.006132152404058,7.764266133946733,1.4169688479160656,5.540129842136856,2.7006547746710354,-9.032090348246214
+lower bound,10.0,0.9562355378792776,3.94700858424574,7.366476941308414,1.4160148710132587,5.527686843247569,2.6539024697381075,-28.152965666892378
+higher bound,10.0,0.9580413455191568,4.06089952862478,8.20179188402268,1.417895206947399,5.5559841741657525,2.761394761445213,-7.760963295199158
+max val,12.0,0.9569160653756033,4.0629997462472245,9.10691719064981,1.4171952495623468,5.566900117831777,2.7734408733372597,-17.559298138645346
+max val ml,12.0,0.9569415786987003,4.068453202004763,9.127729106579396,1.4172525553817017,5.566771800087551,2.7680544337826527,-16.39170382867816
+lower bound,12.0,0.9560059106373612,3.974783516641016,8.161491892116667,1.4162361687159097,5.54497462050848,2.666262082028191,-28.188526843898075
+higher bound,12.0,0.9578327591280816,4.151700008250182,10.057228940252156,1.4181659386405767,5.5888555056092235,2.8778626765802358,-7.59614045678282
+max val,15.0,0.9566781161620903,4.1234775854720205,12.429169846130666,1.4173448593040037,5.60681253424125,2.911751167289549,-17.30597287670895
+max val ml,15.0,0.9566918959996673,4.144062643588774,12.791020717624534,1.4173602981242697,5.610784071869651,2.90627160473598,-29.3716789621258
+lower bound,15.0,0.955732926586609,3.9602054429511373,9.312873824419267,1.4163617650901346,5.5675427699938815,2.6618543540299764,-28.178275989307693
+higher bound,15.0,0.9576043298302803,4.288523025952006,15.561038696428936,1.4183303143685784,5.646599870527305,3.159528974960107,-7.146951883963524
+max val,18.0,0.9564848919383131,4.265957035302867,23.077719003413385,1.4175123417940765,5.66368313894418,2.9727013711802646,-17.04234682594558
+max val ml,18.0,0.9565591823228363,4.316276991111153,25.782009978742877,1.4175180180043956,5.680761608504576,2.965406188788982,-6.557368445188693
+lower bound,18.0,0.9555405706533067,3.999390027465914,14.372773528520822,1.4164996773150667,5.600822630380472,2.5580096375830936,-28.12973709407327
+higher bound,18.0,0.957433955854951,4.513270423180179,28.762073640614005,1.4185146235156654,5.719349785523936,3.3804470687492616,-6.73804470762034
+max val,20.0,0.956531526699634,4.29126650465797,25.21761410666126,1.4174856848247754,5.65955824567912,2.881948689253318,-16.23374085456711
+max val ml,20.0,0.9564645376904166,4.388996648402739,29.73878800244398,1.4175674898827806,5.684074171503187,2.8283379548418504,-6.250971579955653
+lower bound,20.0,0.9555701260620509,3.9909679040432096,14.562417166065632,1.416497174493263,5.5929178634190855,2.266223975884309,-28.00217897732481
+higher bound,20.0,0.9574868093322447,4.538985186050224,29.444970516418067,1.4184725593962826,5.7145527713878455,3.4959575469493793,-6.32276313141147

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/summary305_w-tau-fixed_nmax_2.csv

+n,id,t_shift,dlogz,dlogz_err
+2,305,0.0,-70610.08255914613,0.15048337380007465
+2.0,305.0,0.2,-70223.9337848354,0.15073856904829974
+2.0,305.0,0.4,-69966.84421418361,0.1504005689817281
+2.0,305.0,0.8,-69455.57894504836,0.15095084353451269
+2.0,305.0,1.2,-68947.7786354893,0.15054753725353118
+2.0,305.0,2.0,-67950.10925864513,0.15096221184177633
+2.0,305.0,2.5,-67342.38638088695,0.1517258233103606
+2.0,305.0,5.0,-64564.233907541064,0.15024113812323597
+2.0,305.0,7.5,-62275.1597718151,0.14211125447967657
+2.0,305.0,10.0,-60230.79768536833,0.13571233913530495
+2.0,305.0,12.0,-58620.13903712041,0.131260257808891
+2.0,305.0,15.0,-56206.30820667896,0.12108980629445304
+2.0,305.0,18.0,-53799.140496715045,0.11570353436958081
+2.0,305.0,20.0,-52200.903059677534,0.11356157987993624

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_3.csv

+,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,noise
+max val,0.0,0.9595553602445378,3.4580164665641537,4.595137851255597,2.116001786732932,1.4097369431045994,5.416674976436692,2.6075753518161435,5.860768602303991,-4.4241991436155494
+max val ml,0.0,0.9595681542470759,3.4566386707252006,4.5959397175305545,2.117698145058952,1.409700751402529,5.417697871835504,2.6100616328967843,5.864392872161587,-4.432429871218837
+lower bound,0.0,0.9584731749347802,3.439600754204438,4.541650527546739,2.076656299561607,1.4085787481720449,5.411402645402319,2.5962506027726766,5.842958534900382,-4.467167073510375
+higher bound,0.0,0.9606669680754809,3.4766683078276848,4.649260293754319,2.155743299083356,1.4109020068895388,5.422121442891731,2.618946701519536,5.878569735317605,-4.3821267958210655
+max val,0.2,0.9594744239598708,3.4982066975373507,4.794530275331257,2.30201362360277,1.4103989285950476,5.4252883385419235,2.6170398315989507,5.864145733918023,-4.522692546772195
+max val ml,0.2,0.9595924645386285,3.494514516733758,4.780456768365758,2.290850550463921,1.4103795279713502,5.424626613517948,2.6166798922121823,5.864177383522141,-4.527908730512223
+lower bound,0.2,0.9584082925980293,3.4793582821535773,4.737354078194977,2.2583558706575264,1.4092800096250542,5.419948737823476,2.6054086529144307,5.845643829298175,-4.568171422811922
+higher bound,0.2,0.960561929301273,3.5174085394753973,4.8521332880493055,2.3461537788216544,1.4115312240320987,5.43076164827963,2.6287298808999187,5.882378937158812,-4.47744518862568
+max val,0.4,0.9593808053980953,3.522623037492908,4.924069669410677,2.4288320621370914,1.410786406399758,5.430751130058975,2.623202046270735,5.866209195557751,-4.590740452604525
+max val ml,0.4,0.959525365367188,3.5244682029834844,4.929712802275229,2.4334619029048095,1.4109658950923654,5.430812767775291,2.623197793882276,5.866415840645664,-4.601777364871115
+lower bound,0.4,0.9583316476526132,3.504124433636652,4.865927090057134,2.3829525921727837,1.4096958538689013,5.425573277395848,2.6118310784396983,5.848152051429464,-4.63887997111193
+higher bound,0.4,0.9604252206241423,3.541662206249628,4.983952597427529,2.4763908014393032,1.4118905008459022,5.436016351148287,2.63458492117041,5.8843580046655495,-4.543409317469326
+max val,0.8,0.9592160464535104,3.5708102313510484,5.188082673386944,2.6999830040287076,1.41155092520635,5.441243420337019,2.6350357506887296,5.870252421226441,-4.729582937578449
+max val ml,0.8,0.9591886500785756,3.568404858456956,5.1824121798654605,2.6970980923784076,1.4115368753054238,5.440880305901388,2.6349752335184826,5.870372403469574,-4.739984929187713
+lower bound,0.8,0.9582168871092234,3.551784238818965,5.12476632271432,2.6467359843158484,1.4105177997074905,5.4360258155184065,2.6232696119974452,5.851155795967456,-4.783547688602397
+higher bound,0.8,0.9602206208148575,3.5901529354601305,5.253143579123083,2.7553934851086037,1.4126081723878854,5.446573142199758,2.6468761248325743,5.889069178166466,-4.676457273649483
+max val,1.2,0.9590220361403958,3.615751806242172,5.453132955653386,2.9906377812649003,1.4122625366168637,5.4513272689301875,2.6466409555867023,5.874010632309552,-4.87776894209286
+max val ml,1.2,0.9591378060588185,3.617254113216581,5.454866154622329,2.990868719204345,1.4121781826435829,5.450698150074979,2.64496222056863,5.871591724818059,-4.878681225558957
+lower bound,1.2,0.9580439494742277,3.5963514584015517,5.383550840432564,2.927494918765147,1.4112603216096464,5.445906660737652,2.634195776372511,5.853869488085385,-4.941678492015727
+higher bound,1.2,0.9599831706713179,3.6353964901848492,5.523372816588569,3.0540449804407617,1.4132637775839112,5.456679708849825,2.65880686784996,5.893709468965255,-4.816383046049765
+max val,2.0,0.9585795971141725,3.697245350573607,5.983542311587903,3.632036910755305,1.4135210792603892,5.470195946252564,2.6689844135577876,5.88148929105703,-5.22036475582054
+max val ml,2.0,0.9584939907440612,3.698391298069141,5.987912574724321,3.6362497670810128,1.4135322866345208,5.4696487417513815,2.6671143531170114,5.878113629718663,-5.241605268083326
+lower bound,2.0,0.957670144340431,3.6770219512225033,5.902229567358142,3.5478455268064355,1.4125672019347977,5.464805463087287,2.6559499981171473,5.85962788283219,-5.3181510171849595
+higher bound,2.0,0.9595016989760186,3.718157862853144,6.0693172249801535,3.7197823956053213,1.4144897050261478,5.475757244274103,2.6820973589167143,5.903222941429713,-5.130906111404911
+max val,2.5,0.9582561190036808,3.7440328384760613,6.319973667269135,4.079240561912779,1.414247993077236,5.48142126163597,2.6825365179836584,5.886050633206477,-5.504010603923277
+max val ml,2.5,0.9582126695149671,3.748739319229218,6.344952954911414,4.1055717036466515,1.4142770755876273,5.4824309459154845,2.683045245807733,5.8851112414300015,-5.497445305996912
+lower bound,2.5,0.9573734799823104,3.7224817107545936,6.225519108721079,3.9739307912523723,1.4133230613559138,5.4757585562622655,2.668695305238545,5.862725503998954,-5.658438734594245
+higher bound,2.5,0.9591591103355622,3.7660002340703813,6.416227311992841,4.187156566601223,1.415182860223428,5.487135287664532,2.6965321113795944,5.9097742714293,-5.371307289240235
+max val,5.0,0.957286047774097,3.9630441233895617,8.35440127857092,7.568442060825374,1.4166025528378636,5.535669682112009,2.7538936694184573,5.908430362258513,-17.020642392944012
+max val ml,5.0,0.9572421593199838,3.960461020115479,8.352197568380467,7.574544126953214,1.4165800465706642,5.5359683670706294,2.7553349904316593,5.910117334817967,-22.024937855739108
+lower bound,5.0,0.9563986124987924,3.9268323262554663,8.10847487904906,7.139290788675574,1.4156751656872053,5.526341411518579,2.7246196681371413,5.851799578098846,-28.014675067432243
+higher bound,5.0,0.958161607088453,3.9999002253270675,8.60069070951071,7.995113862224696,1.4175151858849024,5.544794121463959,2.7834565334198746,5.965514284992186,-8.143655337377442
+max val,7.5,0.9569636004382015,4.068138098123933,10.141687660849763,12.58916936885968,1.4171454226695608,5.567254218712485,2.812885350831012,5.9350400770356,-14.271115724862828
+max val ml,7.5,0.9569343705899374,4.08053171677479,10.274340929263932,12.843925993445232,1.4171769379311794,5.568382372213228,2.8060435226201017,5.908406693037215,-11.766809194907818
+lower bound,7.5,0.9560427110364359,4.000251365867508,9.383427050295492,10.417339737720885,1.4162048149495305,5.551180011868724,2.7419105225250524,5.767405764238116,-27.360287265423317
+higher bound,7.5,0.9578543162301493,4.13319615458664,10.866091562051484,14.670775875707884,1.4180785693151032,5.583580086028705,2.8840761161182695,6.0999893080878795,-7.46385471433846
+max val,10.0,0.9568302844522015,4.101605494714019,11.670508927014819,20.767649131998574,1.4172832286535666,5.587217308169638,2.8826102344627573,5.891888848289521,-16.890511065575676
+max val ml,10.0,0.9567053327436292,4.1209229969091705,12.570136554941595,24.745332794015358,1.4173324660889361,5.5994390304280275,2.920384228799755,6.027962136380207,-11.812833260111788
+lower bound,10.0,0.9559113003917629,3.981212319025387,9.276890574533898,9.557464465843678,1.4163099859396662,5.55550494835998,2.7073504471093948,0.10970291003762134,-28.009125282236273
+higher bound,10.0,0.9577436878100566,4.210645942184332,13.469171298341998,28.492481053118805,1.4182235302830524,5.612546310813362,3.062782311888249,6.216475109719207,-7.674461733262046
+max val,12.0,0.9568319704621349,4.086242139733374,10.85095964976255,17.718390386467796,1.4172627231160626,5.580637340667328,2.8479211463741274,5.106179672791769,-16.662681280614233
+max val ml,12.0,0.9566641257420885,4.1071958302029365,12.80139065688701,28.566055379049125,1.4174735782756434,5.603537015300892,2.9655357380647893,6.11328147781105,-20.835721640014896
+lower bound,12.0,0.9559263251930377,3.96201055507254,8.06168408808506,2.3690272014869196,1.416304684132744,5.551001869101559,2.620453009662799,0.1893883753400924,-28.075988702077062
+higher bound,12.0,0.9577615119826328,4.208791954146363,13.188185801895871,28.58317613488726,1.4182122445137353,5.609028022596547,3.1141194004646513,6.152125393294721,-7.512186695403166
+max val,15.0,0.9566860039162506,4.12369988401709,12.531550613758572,13.90939401960248,1.4173610768788214,5.607321689006883,2.9161078051553933,3.2889500306925292,-17.106854153992582
+max val ml,15.0,0.9566897738161578,4.17760965407968,14.832670453617936,28.008532088838145,1.41738859715102,5.614333664921112,2.8533865052756076,5.199971405960978,-14.182844761674929
+lower bound,15.0,0.9557556420904525,3.962780489110279,9.102540076882281,1.7244155922979387,1.4163969292395873,5.5670972589330505,2.637107754655933,0.3574390219394335,-28.156639505228007
+higher bound,15.0,0.9576026979603873,4.286990334045216,15.965393289786329,27.75746442776653,1.4183515768400172,5.647140868023185,3.1900940055415155,5.920061278253119,-7.202740872523972
+max val,18.0,0.9564996109109627,4.267033710149109,22.96890875105743,14.04919414520585,1.4175284808857809,5.663518110459395,2.9720663327848635,3.0691206404304854,-16.541521425493876
+max val ml,18.0,0.9567288370252622,4.384516885053285,26.661643446813446,20.25225763731179,1.4176043348116913,5.6762371357791,2.9010086452653026,4.681900649146225,-6.505676027815738
+lower bound,18.0,0.9555555958272348,3.9973296098354676,14.217635609597227,1.7768470978940334,1.4165389337658032,5.5995666205001235,2.556850756700796,0.43287404844030225,-28.010582042534715
+higher bound,18.0,0.9574602479418868,4.51236409482041,28.762818187968165,27.83448568643124,1.4185191157260264,5.718315445766006,3.377743846153854,5.837967321723853,-6.7289789472044745
+max val,20.0,0.9565186189722589,4.293424239175842,25.466643375568506,15.785294275589926,1.4174823270454138,5.660594298536793,2.875244768398651,3.1019755307501518,-15.706017111645663
+max val ml,20.0,0.9566141303383616,4.38095858085298,29.264147841277218,22.591364999721335,1.417542896416536,5.67388885118712,2.8407878482882065,3.579039340587197,-6.12353806184926
+lower bound,20.0,0.955571956798604,3.997644955502161,14.408328536144696,2.2267572244019593,1.416497487007649,5.591998660372234,2.2651686179240227,0.4364143360058594,-27.84981453403333
+higher bound,20.0,0.9574775704916632,4.539537513208787,29.490447160305802,28.03112156216558,1.418484212417978,5.714799904639874,3.4782353264912573,5.857789390337855,-6.319228015251781

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/summary305_w-tau-fixed_nmax_3.csv

+n,id,t_shift,dlogz,dlogz_err
+3,305,0.0,-69128.46210632399,0.17531173019497737
+3.0,305.0,0.2,-68785.38947726508,0.17559429069342516
+3.0,305.0,0.4,-68560.33617703416,0.1752367811925431
+3.0,305.0,0.8,-68121.70537367245,0.17574405214178884
+3.0,305.0,1.2,-67696.57540165073,0.1755516476769796
+3.0,305.0,2.0,-66886.3994525885,0.17378260877388943
+3.0,305.0,2.5,-66406.2659351285,0.1727487606433252
+3.0,305.0,5.0,-64244.13896579006,0.16157668961110394
+3.0,305.0,7.5,-62234.63748836127,0.15053668860442562
+3.0,305.0,10.0,-60227.51038522686,0.1402326410626297
+3.0,305.0,12.0,-58619.638893608,0.1325804533853861
+3.0,305.0,15.0,-56207.704548967915,0.12412244981511238
+3.0,305.0,18.0,-53799.29309086893,0.11607637481828158
+3.0,305.0,20.0,-52200.807086190245,0.11349231813175194

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax4_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_4.csv

+,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$A_4$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,$\phi_4$,noise
+max val,0.0,0.9581619818000162,3.7500267820193796,6.802131265748727,6.1893688422795705,2.2232086936563005,1.4141453735710283,5.49222675424195,2.7348226131681472,5.9981516605300245,2.8789118600479706,-5.549735505272647
+max val ml,0.0,0.9583651726719639,3.745702522219552,6.777297682090456,6.150501570857919,2.2037035787747574,1.414200452256945,5.491717087167735,2.735100530719686,5.999811621471611,2.8818081793810704,-5.582601582265248
+lower bound,0.0,0.9572628259803364,3.729230285553636,6.702496614317992,6.032303711230763,2.14414039948575,1.4132224022090196,5.486789421316674,2.7217130636603324,5.976130895564878,2.848138920838559,-5.673284201559393
+higher bound,0.0,0.9590580150138722,3.771056196268658,6.903755037616962,6.349331641124897,2.3033719749294668,1.4150701330930546,5.497702277308384,2.747923698746476,6.020239585070074,2.9095980540380726,-5.436544966403151
+max val,0.0,0.958140647850908,3.7499117783254694,6.802377130902284,6.189329374393143,2.2231807621851134,1.4141692932997316,5.492348146001456,2.7350905540813115,5.9986599990926885,2.8796308342177643,-5.552811448004324
+max val ml,0.0,0.9581513473169982,3.7482417236844343,6.801709425625509,6.195639169662192,2.2281042672917315,1.4141760638882772,5.493195380317987,2.738123863335264,6.004266596879206,2.887804421622893,-5.549732179064392
+lower bound,0.0,0.9572518777925005,3.7290868591567197,6.702383074248383,6.032659044480171,2.144541836991156,1.4132336090897164,5.486982853672671,2.722364396213745,5.97697013505849,2.8494123919227614,-5.675367378545339
+higher bound,0.0,0.9590265489329146,3.77124562045507,6.9053010778160635,6.351749808476886,2.3050719814984086,1.4151114583203184,5.497832992953448,2.7481612537822824,6.020694270142836,2.910301325358976,-5.436293261292249
+max val,0.2,0.957962411103289,3.7721179062732264,6.987108669306979,6.562227114588445,2.4472115231416183,1.4145042447136944,5.497787776184132,2.7418615631666436,6.000868943246393,2.874253510655978,-5.758410247360196
+max val ml,0.2,0.9578690503376018,3.7673157279659337,6.963408812978661,6.527812308643851,2.4307045223101595,1.4143369593666464,5.4968096604352,2.740881044461695,6.0000927623361955,2.8737901844599034,-5.801759276404603
+lower bound,0.2,0.957071520024839,3.750592137323606,6.8774273006060485,6.383070375772784,2.353215150029299,1.4135976740974674,5.49225915310525,2.7283630968205124,5.9777677925682475,2.8420428905851596,-5.913247983917132
+higher bound,0.2,0.9588520138424645,3.7941661340858124,7.0975311202016185,6.7468253660227955,2.5448622076265495,1.4154142616560588,5.503429290200927,2.7555338547143324,6.02409287195509,2.906505969599688,-5.613978406388625
+max val,0.2,0.9579921581088016,3.7723410692295536,6.987222298319595,6.563620607317237,2.4481919146529707,1.4145045449403912,5.497742714321204,2.7418666516722667,6.00082866558793,2.8741653835839958,-5.757953427309452
+max val ml,0.2,0.9579384493548844,3.768390578731677,6.972660688112235,6.54638190424756,2.4407938589267686,1.414325271167078,5.497437048333582,2.7427504996234155,6.003183132512663,2.8777321745025004,-5.791022159091021
+lower bound,0.2,0.9571139737448602,3.7502691543962565,6.877179482192025,6.381625572981745,2.3524544232119204,1.4135792199091428,5.4922388083440525,2.728691570798987,5.978148369150487,2.8422620168250683,-5.914875926339143
+higher bound,0.2,0.9588558479654059,3.794100903906955,7.09891713646426,6.748862764143178,2.545352034235936,1.415414239555381,5.5034355192010445,2.7554588054420996,6.023808435511067,2.9063069446606766,-5.615846251613384
+max val,0.4,0.9578993308050738,3.7866298507457685,7.108585701475363,6.817038550824275,2.6054487624658744,1.4147150728889146,5.501261266296586,2.746473420432921,6.002821856693414,2.871608050688163,-5.917627416427081
+max val ml,0.4,0.9578132854629904,3.780703985594514,7.082650257437917,6.775256373580345,2.5834200405648673,1.4145210203942273,5.501515022306685,2.748183128065279,6.005961691436336,2.875753747718398,-5.989720386310019
+lower bound,0.4,0.9570205934318166,3.763998607974416,6.993245921485253,6.620573669806266,2.4992363665138546,1.413797444156148,5.495670317496075,2.732670941399255,5.979012747002172,2.838166316576759,-6.109728435202527
+higher bound,0.4,0.95877106533021,3.8092475323267903,7.226389638986623,7.01899842533541,2.7160990556425313,1.4156250808626156,5.506938859153191,2.760600655875135,6.026694389779209,2.9049095351851992,-5.749075391662565
+max val,0.4,0.9578789161256511,3.7864092736890935,7.108702052897868,6.817455051870759,2.605594986872408,1.4146961339427297,5.501299478011865,2.746528868780644,6.002722423798724,2.871404452814251,-5.919617258457972
+max val ml,0.4,0.9577351235919072,3.7839740428983974,7.0980816192475,6.799628700298696,2.5957608642269254,1.4146414376499261,5.500977731363114,2.7459052682285203,6.001597549360201,2.8697741753150288,-5.961255122524747
+lower bound,0.4,0.9570006146761978,3.7646540098192887,6.994850182008859,6.622945930828745,2.5007016166899976,1.4137924706647218,5.495675053051189,2.732870100074823,5.979180081855338,2.8382872016730563,-6.109766906340013
+higher bound,0.4,0.9587474891341183,3.8090439730518724,7.228685848819274,7.023099681088837,2.717699837043062,1.415602113844668,5.507021520476233,2.7604401042785875,6.026286416832296,2.9045024255617613,-5.746548613332999
+max val,0.8,0.9577204745228449,3.813087958302192,7.3408139077333106,7.318107157949013,2.92913914685656,1.4150744320386253,5.507743437673403,2.7546139726136167,6.005038852272173,2.8642108767781536,-6.373924024167419
+max val ml,0.8,0.9576601832568252,3.8097305360502838,7.32967052719825,7.30038714633859,2.9182900574183126,1.415189559431584,5.508694494276938,2.7575201981151958,6.009735176187564,2.8700783541906625,-6.401190783125038
+lower bound,0.8,0.956853800381616,3.7900260179797067,7.211917626409017,7.083826995976331,2.7939240120341093,1.4141844585782106,5.501862207712352,2.740125092791651,5.97997716991355,2.828704848881383,-6.721815874632856
+higher bound,0.8,0.9585724043522617,3.836714050824936,7.475384101179701,7.564522036962038,3.072467251893608,1.4160026018261154,5.513684593567862,2.769211023694728,6.02982460755062,2.898888601987761,-6.102109156796736
+max val,0.8,0.9577373856063409,3.813477775701354,7.343816223212738,7.3229963020177244,2.9322744786487123,1.4150865510846593,5.507787418616905,2.7546843342801535,6.005105651045536,2.864373047536455,-6.367280680751406
+max val ml,0.8,0.9577342774349302,3.816790234108539,7.352435032675223,7.32792766283756,2.9314499133616203,1.4151095859671026,5.507360753238802,2.7526301175161465,6.001515573088859,2.859739710814364,-6.376191165168205
+lower bound,0.8,0.9568747626006195,3.7907295698958605,7.218083389868534,7.096814149806335,2.8020837555326445,1.4141714756229304,5.50195816071753,2.740246223174664,5.9799027733591945,2.828584502637577,-6.704847623211538
+higher bound,0.8,0.9586073636512957,3.8379701667524064,7.482337460812911,7.577343106265264,3.080022134428302,1.4159975467107981,5.513715800843814,2.7691949049628235,6.029912352471531,2.8990781043017018,-6.094193905986138
+max val,1.2,0.9575821755556959,3.8419599817034,7.596369405447242,7.882695023728534,3.307098477271698,1.4154502223627345,5.514511834248161,2.763058700765918,6.0073300774800575,2.856830636866692,-8.570782045479302
+max val ml,1.2,0.957452741798047,3.8379263779643455,7.576436570600047,7.846926687798074,3.284848237692429,1.4155572789386193,5.5148050249633735,2.764177191620336,6.009498942181588,2.859828596478483,-14.990147238112694
+lower bound,1.2,0.9567281344850226,3.8193130814936316,7.47549324190866,7.661630312936706,3.1752363483341686,1.4145575237160364,5.508688877057307,2.747648633342995,5.980097792028547,2.8178526310244654,-17.226760824783273
+higher bound,1.2,0.9584387717849492,3.865630531492572,7.729873690688949,8.13843244602326,3.46323864959205,1.4163430421152645,5.52052243060774,2.7787026544724225,6.0345794027444875,2.895568877527192,-6.8099215874615435
+max val,2.0,0.9573310908767279,3.926286694171987,8.422677884478954,9.885602230829614,4.770398462559593,1.4162668097778872,5.534010736368903,2.78725587986293,6.012239983694368,2.833257154995408,-13.59195705123528
+max val ml,2.0,0.9574655675767823,3.9252434722465495,8.40887525014633,9.855602044202064,4.7517595432104525,1.4161013692602125,5.532897382221967,2.785439050226125,6.010435636190393,2.8321060730190726,-26.08925986677997
+lower bound,2.0,0.9564661564900578,3.896963094544278,8.237641524197945,9.482906337908053,4.488124631955327,1.4153338273476648,5.526615433155456,2.765421010230299,5.971290767390706,2.7737236733633193,-26.74653414749862
+higher bound,2.0,0.9582081115698695,3.956185641796814,8.607816799148596,10.28800354022171,5.0524997748687985,1.417180278492559,5.541482187036561,2.80967962368341,6.053493685582934,2.893508536370655,-7.999368285215237
+max val,1.2,0.9575919301983659,3.8414606152950324,7.592400172244483,7.874576121439061,3.3016737487808645,1.4154501316691361,5.514369002824784,2.7628351871807175,6.00730368642532,2.8568480047214364,-9.25624673046807
+max val ml,1.2,0.9576580935701509,3.8433607487854555,7.6027134868684305,7.894432077633088,3.3135100120057834,1.4156964518543154,5.514999591046453,2.764107566486042,6.009312659436559,2.8598298950022523,-15.541319307936385
+lower bound,1.2,0.9567324669016366,3.8186488092531397,7.4715366003289345,7.653863725684125,3.1710280943430127,1.4145548577921265,5.508531820059257,2.74733885954196,5.980094641031258,2.8181431081112858,-17.2635046475905
+higher bound,1.2,0.9584474511156961,3.8650111933832214,7.721750238285684,8.118049700540737,3.4497170687516787,1.4163501972719281,5.520304083743944,2.778254509492636,6.03413057263734,2.895076513267873,-6.891406435087365
+max val,2.5,0.9572221603984801,3.9664240364000065,8.895746889645991,11.212004255077348,5.882095296777424,1.4165685106251205,5.54379463888831,2.8003549429059196,6.0140352408845485,2.817553741712728,-11.762504673745354
+max val ml,2.5,0.9570895131717404,3.9657239585372848,8.87395831686419,11.13505570175687,5.8100039513656405,1.4164537175988772,5.543147068807231,2.798593309522436,6.0120381021485,2.8158763278879615,-14.007347514098692
+lower bound,2.5,0.9563506139211184,3.9326026548571638,8.656065541273119,10.632747802557873,5.428041270660277,1.4156610805475889,5.535144153506613,2.773317786598062,5.962426104472872,2.7405192220603105,-21.87580803174511
+higher bound,2.5,0.9580986345022506,4.000400392338228,9.13412094721833,11.79353368566026,6.335244887279372,1.4174731530977898,5.552205520750265,2.8269612070682193,6.065608163077369,2.894446535127632,-7.791374536132981
+max val,2.0,0.9573253626189905,3.926065152461573,8.421122182356243,9.881997481675171,4.766958936913124,1.4162519419879924,5.533994611695087,2.787151857233667,6.011984591896122,2.8326055912660904,-13.2780976017376
+max val ml,2.0,0.9573906590960832,3.92991046329516,8.42802512647676,9.88333338809981,4.76732438774456,1.4161239195491204,5.532526866868209,2.7822835519712,6.003593081334931,2.821629997140423,-17.450958402810365
+lower bound,2.0,0.9564678981780239,3.896975815145204,8.237249312052322,9.48112142289853,4.4853329280728325,1.4153507334678703,5.526586750193625,2.765358830413271,5.971573620771229,2.7735122822031038,-25.74211893941759
+higher bound,2.0,0.9581867048444249,3.95502795912752,8.603885623031386,10.278544931578221,5.046279547137748,1.417158945295857,5.541456504248536,2.8090555291855726,6.052764548008708,2.892619329245507,-8.042974345020028
+max val,5.0,0.9569692686707283,4.067780108055008,10.557392741473624,17.510332312191988,13.06949588451527,1.4171362651851773,5.570002349604573,2.8414798269032677,6.013335487398849,2.743434076923572,-10.625631072115048
+max val ml,5.0,0.956881380205125,4.076143088756819,10.920090424275864,19.31544040391723,15.423512094460776,1.41731973005376,5.5789571182189475,2.871826017706504,6.061974924431248,2.806651845105816,-9.445429341107623
+lower bound,5.0,0.9560894216682527,4.005376108334935,9.773026004515586,14.319990167862438,8.990729419803133,1.416185819356837,5.553861188007503,2.7708067071296476,5.8408758717777545,2.4414748517361575,-20.571416692262908
+higher bound,5.0,0.9578591864329131,4.131352691397195,11.379081129222449,20.910731854774834,17.421278584051887,1.4180558249161552,5.5860335827670715,2.9070635139410914,6.173416049716324,3.0257183307190147,-7.503021067459979
+max val,2.5,0.9572220008273011,3.9665758447026502,8.89557996003128,11.211150552605432,5.880691763732683,1.416567865753143,5.5437006657425965,2.8002413444388408,6.013862351206445,2.8176215760242616,-11.15869172661089
+max val ml,2.5,0.9572189284738273,3.9686219755701027,8.911024553539685,11.233479473127788,5.888210334587649,1.4164890224244557,5.544008942755806,2.7993882419068408,6.01094966647762,2.8126145511141467,-10.049127678844716
+lower bound,2.5,0.9563580598977899,3.932522640355878,8.655854398785069,10.627853074283891,5.425602373143403,1.4156435113949508,5.535256865563057,2.773432447359892,5.961814650033401,2.7399695475484838,-18.80627575602484
+higher bound,2.5,0.9581046070576494,4.000146371696521,9.133760753799834,11.792205636680666,6.336086121043174,1.4174701748672538,5.552297372757738,2.827213740457545,6.065981147923667,2.8950278329876777,-7.7176545857640875
+max val,7.5,0.9569324660400875,4.0741144192836085,10.630899970574065,16.952403543517782,14.67889837343431,1.4171895752958779,5.573245321031226,2.8459794430378147,5.896639681309256,2.995210262511702,-13.000009569530123
+max val ml,7.5,0.9567802315401208,4.114949035636897,12.325386725413098,29.652394714361684,36.913334213781646,1.417302407603005,5.590522220401471,2.9091783817157424,6.089647115981195,2.7940537095783933,-12.49129362623788
+lower bound,7.5,0.956062966619319,3.98705209971126,8.989146388638185,8.060422565475301,1.8030225026794147,1.4162607152947957,5.551612822096962,2.7156165197449207,0.11944566007249081,1.2596641862342004,-25.688724959409402
+higher bound,7.5,0.9578084293723301,4.1586000293288565,12.139743786394146,27.639104588776288,35.431328242987476,1.418093231577937,5.594559807088472,3.0001351202427338,6.206871628696274,5.576997420841198,-7.556680492965633
+max val,10.0,0.9568309187734654,4.061146303490406,10.727213611602819,17.406945124170594,24.745496501572234,1.4172013491594602,5.5823896280244245,2.9043053682308924,1.6561465886861804,3.828106956599736,-17.809548040320692
+max val ml,10.0,0.9569016105220086,4.10012789620629,12.54658709138152,29.75815185692868,30.560232699965166,1.4172176723389507,5.600947031639706,2.9850194019479717,0.03185133292512444,3.551705244577734,-9.597928574904067
+lower bound,10.0,0.9559249364273811,3.9561914571574066,8.618428868371579,3.9748481608382615,3.3104252684440665,1.4162524492046094,5.553693429586012,2.703463475703487,0.06669702691450534,0.2827605985477718,-28.309965322210232
+higher bound,10.0,0.9577280253534659,4.17508305357996,12.763079146313236,27.73415261639891,46.5030410070428,1.4181082916407994,5.609059566263083,3.0912322607252998,6.134469103649691,5.889257160714971,-7.923351735057992
+max val,12.0,0.956862649087332,4.080885044939232,10.478247727964312,15.819158339676436,25.8742362720678,1.4172350549361383,5.578817125349187,2.8455161358093006,4.536982990590559,3.4939707321213955,-17.074587736459634
+max val ml,12.0,0.956589485970374,4.125642044930148,13.29515245973868,27.636637272639053,47.739203247762084,1.4172642975308871,5.602239933558688,2.951790908451773,6.0744352963177874,5.59075425734053,-15.888632595460928
+lower bound,12.0,0.9559492356778861,3.960632010933714,7.919426016235251,2.4175868127494704,3.5154429296332452,1.4162857146243704,5.54911250948406,2.611190176875223,0.1876902933129733,0.3378245999207953,-28.15821936337547
+higher bound,12.0,0.9577707779005178,4.201112145665727,13.079165676068495,28.07371996062153,46.677276915928644,1.4181725380564019,5.607258828348383,3.107014402614218,6.111345304996212,5.956411573347719,-7.535459415224537
+max val,5.0,0.9569696466042492,4.07419130382434,10.68247031457327,18.07904407318295,13.762459259113676,1.4171565028661597,5.571506399600095,2.843770032331849,6.014855081025303,2.7450066612747603,-10.261061386282112
+max val ml,5.0,0.9570331222230831,4.078671127470299,10.796253042334666,18.5861819439891,14.384788594435625,1.4170937625762179,5.574910329300743,2.85855891080479,6.047381147562663,2.7998327085945043,-15.011057835928288
+lower bound,5.0,0.95609403155795,4.00933888909435,9.818548038069103,14.433018819209938,9.122230633770844,1.4162460714163365,5.554809892009432,2.7754576513753517,5.847735501145476,2.4590677297653976,-22.682657541970542
+higher bound,5.0,0.9578341793904046,4.13614907132151,11.465725070343392,21.300341353612936,17.911021698891602,1.4180688606140368,5.587311903951697,2.91212113896169,6.174571015349701,3.024424607099041,-7.39117024771271
+max val,15.0,0.9566859965425973,4.1259816588827345,12.53341235856722,14.909798410051357,24.41862602136552,1.4173518072278954,5.606894106387116,2.905994169936146,3.209385372236201,3.159946712946081,-17.577901314987965
+max val ml,15.0,0.9565307910740454,4.166025080693942,14.789999930373662,28.781850866405854,22.31000872088297,1.4174468326719238,5.614743017502938,2.9333030700503055,5.809687100427568,0.830337141951157,-11.61503228681245
+lower bound,15.0,0.9557523219332337,3.9620533826012068,9.052610215326231,2.076770714992036,3.4211494665748767,1.4163768436857187,5.566283854497384,2.6329567424895157,0.36620827537991596,0.41260580691106746,-28.327275478170307
+higher bound,15.0,0.9576363292315643,4.28798660170028,16.002325728934004,27.817836325005054,46.23409791655113,1.4183306293243059,5.647362087551695,3.18516187727744,5.869504939305245,5.811986990629128,-7.171904734354214
+max val,18.0,0.956492195080387,4.2645202600080045,22.7518304020849,15.227271817815843,25.26193839682333,1.417517514218692,5.662349564249285,2.968657306241136,3.1419946933179532,3.1644251678604864,-17.13521837080874
+max val ml,18.0,0.9564895597039256,4.306029605252783,25.35308503549021,24.826258956325294,4.912090972719486,1.4173501292786694,5.674023618138519,2.984371176627635,5.3719536595795,3.186294714724052,-6.618172509708632
+lower bound,18.0,0.9555498574219634,3.9940737608873036,13.900088161024154,2.1726651294214308,3.4361710136685737,1.4165157079615518,5.598543942094766,2.552435827836134,0.4667046025156718,0.48044481514203985,-28.093957296208593
+higher bound,18.0,0.9574395865877571,4.507648371987067,28.65234268932194,27.842602724792293,46.50556329803746,1.4185024249270026,5.7182174574956575,3.3816704281646217,5.812174698069828,5.856534877115095,-6.819517766431975
+max val,7.5,0.956914314587807,4.067731777605232,10.646771780256707,18.32243849412762,18.661114381425822,1.4171859562715117,5.574416634415742,2.85129114434754,5.650813094083182,3.1781205200963285,-12.384682510233265
+max val ml,7.5,0.956829967432814,4.115376696670883,12.320265503522899,29.155680985752863,35.14131482284577,1.4174267504669313,5.589344433909737,2.894323691015305,6.017027876968137,2.631228179881902,-21.93275451406824
+lower bound,7.5,0.9560330409281484,3.9767650696584798,8.86941410337693,6.54264520997965,2.856987504206381,1.41627193518618,5.551162806573871,2.7073267640240304,0.07183781523651937,0.8575342387533925,-25.778082167632856
+higher bound,7.5,0.9577915103908576,4.16633159108186,12.215052019334685,28.53516728291504,40.17274641674128,1.418099410292862,5.597533763467989,3.0558183597129136,6.168585472996243,5.623645968642803,-7.46820356376487
+max val,20.0,0.9565335858964319,4.289331790416045,25.06760934226964,15.057873830032962,25.561935652214324,1.4174935842171383,5.658448503469826,2.877062484733805,3.0024206671068625,3.24549429527157,-16.110582380015373
+max val ml,20.0,0.9565690121261428,4.382460617872729,29.70569278492044,20.627433570057512,30.03691951196178,1.4173809970738163,5.680568137124307,2.858010449379816,2.9930676591277385,5.730262923177376,-6.091623610214967
+lower bound,20.0,0.9555931061867295,3.986965757522565,13.70945687386628,2.2436838265227337,3.7968677250582163,1.4164997659156398,5.591130913338629,2.258346157138323,0.4583918169301491,0.47039328227404265,-27.977051110876467
+higher bound,20.0,0.9574807495069481,4.535268336094603,29.44555297192628,27.744511700412886,46.537332413829176,1.418482681220789,5.713847399810659,3.498019785980932,5.796289851085214,5.854813128580289,-6.3787884708932765
+max val,10.0,0.95684036528508,4.089431666843602,11.205928862207616,18.58660885768869,20.415874467082652,1.4172670248813017,5.583462442700032,2.8766713809168296,5.658950461758067,4.297228878277561,-17.197695255075857
+max val ml,10.0,0.9569250872511645,4.093894058995712,12.035915442367962,26.530823008064388,22.8183651924092,1.4172428396236736,5.591009771951858,2.930797554515223,6.159835460140742,3.0667764042099255,-9.376869671753838
+lower bound,10.0,0.9559598790110884,3.9735842664296985,8.84002490429022,4.659831605641135,2.753510980261738,1.41632162217758,5.554427291383493,2.701158712817284,0.099075861396222,0.4359405276710838,-28.068680045522903
+higher bound,10.0,0.9577362936409115,4.201163110009791,13.125088648762928,27.895522628296877,45.539263335213185,1.4182115113310707,5.608393520127122,3.0631690460209113,6.190383017764611,5.985406712286908,-7.840924337307037
+max val,12.0,0.956843100107104,4.078454963429248,10.665186817262214,17.921168087444713,25.72586568083548,1.4172345302650222,5.581283669873107,2.8680011341669696,4.29160774229077,3.6166568064782854,-17.440011404228002
+max val ml,12.0,0.9566524566930374,4.101735230438152,13.24362518531865,29.93504982976031,45.29337519121164,1.4171219243231297,5.604139478345548,2.9700950296474407,5.940509683652678,0.37652660617356215,-21.308606375447816
+lower bound,12.0,0.9559478997724693,3.953880649058754,7.905465515108087,3.019166772766373,3.701963276929116,1.416295522166002,5.550780632894982,2.621158638521962,0.1568748778925005,0.342106267701924,-28.149139098695382
+higher bound,12.0,0.9577519997998714,4.2030468017829286,13.183657038061723,28.46813593901473,46.54441343755566,1.4181662803688395,5.6095011452733035,3.130022927706282,6.108396347412823,5.951549128357357,-7.601952684463605
+max val,15.0,0.9566867796142822,4.127065980328138,12.487255534105364,14.570006136154355,24.75247833840472,1.417376054550885,5.606469269439986,2.9044353370483846,3.329896261268564,3.2885312269900155,-17.298418582918696
+max val ml,15.0,0.9566733246159151,4.151779484440083,14.564217325079955,28.989297738559742,31.303072738270572,1.4172971754451573,5.612174678044,2.9542094618839956,5.930984211813991,0.04190957763704981,-21.611251570045365
+lower bound,15.0,0.9557677408103994,3.964324244756615,9.037550171621497,1.974697326274181,3.3808124911692623,1.4163962941397121,5.566730783569155,2.63265551661918,0.3984963675980743,0.44913900167006726,-28.192585297851828
+higher bound,15.0,0.9576087176585525,4.287587334808069,15.973661677718457,27.803742287715394,46.31070127408104,1.4183284080081602,5.646831843957728,3.1821600896689013,5.899830352250067,5.846966037884765,-7.223125278082229
+max val,18.0,0.9564903848784634,4.268807095221112,22.979474555744375,15.249773568202766,24.410413714793407,1.4175117769125982,5.662925767325625,2.964377065212478,3.0500646599552192,3.092230076216758,-16.843013385142882
+max val ml,18.0,0.9565380228850136,4.331153979108006,26.86325584864583,23.832914911285222,38.568098294349824,1.4174656292373922,5.681834107690367,2.9436724383675257,5.429094448606281,1.8698243611158154,-6.392303243598413
+lower bound,18.0,0.9555483623749947,3.994933052007265,14.199170774009716,2.1744532928841083,3.319271120800044,1.4165018866244679,5.5998490015468985,2.5579045834370087,0.425234347549193,0.4494060182409162,-27.94446719371285
+higher bound,18.0,0.9574412449555227,4.513160228651034,28.763565363414234,27.936651625263316,46.20115146062353,1.418517915326892,5.718493494554664,3.3823760850641493,5.810904500518072,5.80026290597401,-6.805427337870373
+max val,20.0,0.9565271361364528,4.293033919151213,25.059229477582868,15.051010887686756,24.658942943615152,1.417501301424953,5.6578117983487175,2.8731660486951753,3.020653091897675,3.2004008541843936,-16.323362097959425
+max val ml,20.0,0.9566687663474747,4.412508054208435,29.904005071754973,11.548197526956756,33.227820076351364,1.4175310046642062,5.676000718258727,2.845692961136932,2.880145586321732,5.159554510783698,-6.2417080919173
+lower bound,20.0,0.9555837504588718,3.996875912483588,13.83800012910631,2.130204025785342,3.4152799679455184,1.4164952486380942,5.590926634009559,2.2554334917581853,0.47147016757243426,0.47289889644934613,-27.99289930809396
+higher bound,20.0,0.9574824864694333,4.5360805961516135,29.39685613522297,27.857093424030168,46.319285543381184,1.4184913239375896,5.713127572467586,3.4785127232153172,5.7811507356836325,5.843949437354773,-6.3718080038662315

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax4_True__fitnoise_True/summary305_w-tau-fixed_nmax_4.csv

+n,id,t_shift,dlogz,dlogz_err
+4,305,0.0,-68488.42512217516,0.1991520083661459
+4.0,305.0,0.0,-68486.32996921342,0.19645680399446083
+4.0,305.0,0.2,-68206.73547070504,0.20042013970881437
+4.0,305.0,0.2,-68204.56617552902,0.1977172116388927
+4.0,305.0,0.4,-68019.24867469643,0.19740518910994248
+4.0,305.0,0.4,-68018.31754529914,0.19624580029109767
+4.0,305.0,0.8,-67655.92469669647,0.19653017065646639
+4.0,305.0,0.8,-67657.97122023551,0.19909121025781945
+4.0,305.0,1.2,-67301.03367488997,0.19413731987308988
+4.0,305.0,2.0,-66629.37738873903,0.18946295148927436
+4.0,305.0,1.2,-67300.78329871269,0.1938984220925982
+4.0,305.0,2.5,-66225.7184324112,0.18701724604004416
+4.0,305.0,2.0,-66629.12034907906,0.18922976448806098
+4.0,305.0,5.0,-64236.21812817984,0.17229099076154886
+4.0,305.0,2.5,-66225.66900229549,0.18692642445217844
+4.0,305.0,7.5,-62235.54780637173,0.15318724573089165
+4.0,305.0,10.0,-60225.35836457273,0.13579307534248566
+4.0,305.0,12.0,-58619.80831163836,0.1327439001003471
+4.0,305.0,5.0,-64235.402773124915,0.1713963664525796
+4.0,305.0,15.0,-56206.52705525419,0.12168229671529042
+4.0,305.0,18.0,-53799.04348803219,0.11549623180299838
+4.0,305.0,7.5,-62235.80339017754,0.1533933533923458
+4.0,305.0,20.0,-52200.359504951026,0.11233082049384553
+4.0,305.0,10.0,-60227.50847259219,0.14012555181228528
+4.0,305.0,12.0,-58617.52183819173,0.1286406507179163
+4.0,305.0,15.0,-56206.149910644206,0.1209703275218856
+4.0,305.0,18.0,-53799.34755733045,0.11614664688439594
+4.0,305.0,20.0,-52200.81189258547,0.11330882080860617

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax7_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_7.csv

+,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$A_4$,$A_5$,$A_6$,$A_7$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,$\phi_4$,$\phi_5$,$\phi_6$,$\phi_7$,noise
+max val,10.0,0.9569108457453259,4.086300416236886,10.858721141327305,16.35634540690461,29.33104838177325,26.926282822779367,26.180024931069507,28.14350590422942,1.4172521034947485,5.578012855615458,2.844048218365219,5.531045539432795,4.082027393034114,3.331504136971291,3.0916655864352682,3.0700279614593544,-7.829134292244792
+max val ml,10.0,0.9567025263481502,4.121965488506483,12.45996296774025,29.684581183161736,44.888633440349345,15.389673356499095,21.601900606266366,26.014336946566974,1.417380779782126,5.5966568949962285,2.961394592269412,0.08060947651912732,3.714025270715256,1.0902167836473728,5.350869720438645,5.3982301706762446,-9.857411886489661
+lower bound,10.0,0.9560704283333056,3.979122938574337,8.681105376008157,3.288471438004474,4.083285049215878,3.9911201771797953,3.542484454130564,4.235796398189639,1.416350632681727,5.5501670256492455,2.67273471647956,0.18566120175162512,0.32926217339175057,0.49514580128001734,0.45712419984948105,0.4452420813400423,-10.410231394062748
+higher bound,10.0,0.9577550486445929,4.192193394338927,12.84629874502943,27.375923387413675,47.174408226689515,46.741386545799266,46.60795508133935,46.97126647912525,1.4181435130663675,5.602739860401786,3.0373407569384847,6.159926116508029,6.023792842266855,5.860201108105245,5.82941912806493,5.849821482080137,-6.489915712615449
+max val,0.0,0.9582150578137432,4.081987896526408,9.735010280845492,15.192059055477264,14.923004888913521,7.081654288504387,0.23056999977279416,0.9377163974609196,1.4167784852028777,5.514957113763775,2.656650879445513,5.663290298906254,2.1960417806525268,5.001606620559206,4.711038074828865,1.3381208779006633,-7.02527609131581
+max val ml,0.0,0.957689443142374,4.085749909583523,9.85039740468232,15.57880370687235,15.325640629939812,7.273512852234185,0.04116420890267464,0.8202235354077906,1.4166849734915492,5.520603101321305,2.676237684989393,5.712191411439861,2.2847309121865895,5.119858758148463,4.813280711062888,1.472460200615628,-7.403687678797951
+lower bound,0.0,0.95747149038215,4.062055421376114,9.60584077773911,14.849365741157902,14.45711978859206,6.633074985533374,0.030856195226619337,0.8462655339974234,1.4160172442801513,5.509368927224284,2.640366147575829,5.631563454883319,2.1485276311567048,4.9422625826098985,4.655855326428566,1.2667306073336015,-7.3096789673955165
+higher bound,0.0,0.9589573939799232,4.101721085745006,9.865635278482316,15.544934017147492,15.361327937652067,7.375241035505318,0.7238118744447839,1.1371286248797159,1.417536948931154,5.5205708126325685,2.672541401538246,5.693041372084246,2.2406588832849,5.056625617932573,4.769750656618738,1.4039757367667198,-6.744651320453535
+max val,0.2,0.9579481839286138,3.725333010207209,5.801633944860433,0.12180699137125116,11.85453879246153,10.943225270668746,0.08776867768359847,2.344932467716646,1.414590611831623,5.486427472404596,2.6895673516576615,3.0713222508113174,5.813859001104139,2.575981167638705,2.528628153702136,5.534616389835197,-5.861406971045298
+max val ml,0.2,0.9578850717165592,3.719035864699614,5.786902422846217,0.006220966701662893,11.381501905344544,10.553831600787502,0.007430707388444193,2.197491430361196,1.4145366931832006,5.485029780452484,2.6894747024017804,3.0533800993918097,5.803166500891826,2.566338151039159,2.2870072057094344,5.518046377468849,-5.9445601863045425
+lower bound,0.2,0.9571572417850371,3.7050472647789414,5.695967787386842,0.014683694153840923,11.345447526124278,10.401882124725502,0.013179716514631123,2.1844257330345265,1.4137403504951023,5.481146875278845,2.6750409818466463,3.025842084044067,5.783470251503404,2.5387135467186357,2.3614876643883824,5.48515983856245,-6.028193030071613
+higher bound,0.2,0.9587476659882519,3.746153225112244,5.897665024567301,0.5930870359520299,12.813476486200784,11.735204984944135,0.23559303677642665,2.5454354487495943,1.4154275802750356,5.491748002118527,2.7033109976606435,3.118743283065565,5.847072749111903,2.6148864244067385,2.7987736649834916,5.585437106454695,-5.7052445614823775
+max val,0.2,0.9582661983241345,3.6668747128474273,5.328127671257892,0.04324978279239123,5.467456458624046,4.998934459230621,14.246280766778035,6.989717585314825,1.4137284666250594,5.471142278669697,2.6675276389616425,2.239228910729188,5.914043975855572,5.129738019086739,2.2602246599931464,5.393174775481919,-5.566036230433479
+max val ml,0.2,0.9580701032288979,3.672947140606885,5.373308779807614,0.008079360119299016,5.896996757834582,3.5739955718323153,12.938331365259053,6.549379631632202,1.4142958032034951,5.4715397292371275,2.6654421991918387,2.233819459806498,5.867071592104627,5.1207861952347775,2.3020422177785846,5.42694420372675,-5.644780663971499
+lower bound,0.2,0.9574774861414708,3.644102902532903,5.238917090873259,0.005258393997251547,5.1333861613677945,4.436427024642171,13.468871282425608,6.5732294455787255,1.4129042252347106,5.465956075545514,2.6543154241435993,2.0969131014569853,5.877344807370705,5.068258834673763,2.2068811520366487,5.334556362297266,-5.692340087139801
+higher bound,0.2,0.9590566491539709,3.686883603842835,5.411364369293557,0.14394234907841014,5.781328816013502,5.978916549353713,15.551274759499037,7.579813328115928,1.4145697082012398,5.476430445605373,2.6805991964631595,2.3707521287859987,5.9634304556248425,5.198045053601722,2.314791276748765,5.451406805894766,-5.447445213184668
+max val,0.4,0.958093202201077,3.755393364647486,5.870808840936556,1.7414692751633312,12.978111726182675,10.77935473747209,2.98967367374533,3.651200908210838,1.4147028653197857,5.476635592319185,2.6095033110887225,3.995293734026715,5.949443207501682,2.5252671388769925,3.3215142059863134,5.835199569418437,-5.930044240673524
+max val ml,0.4,0.9579492974231538,3.7435706642997615,5.871839258046907,1.1869834991412946,12.757190615214428,11.046054964717815,1.9943342630229277,3.310756217014114,1.4144619449950495,5.483609994185899,2.6473530279125166,4.002734379363177,5.933269975909332,2.5823224205604425,3.2967540681888963,5.791935068134349,-6.047165714322421
+lower bound,0.4,0.9572997122589865,3.7400352335783977,5.811032723438723,1.389160462542582,12.6299004258771,10.372331115522815,2.510018666384507,3.430162175643039,1.4139094344474414,5.469532275575327,2.5720044148191157,3.9553970225244073,5.90756430105176,2.4770526326201447,3.261579573032439,5.788381534870391,-6.0810440932046745
+higher bound,0.4,0.9588937810912785,3.7725897096975847,5.934862080144923,2.441865137971833,13.529601016341527,11.193823067556373,3.515142707117706,3.9136279617362266,1.4155385510484517,5.482538234717071,2.632062563042694,4.054599831981062,6.016215875311279,2.577167623548035,3.3896798424470753,5.89185507826937,-5.783107606465634
+max val,0.4,0.9576291890124585,3.85177583117859,7.813177729939386,8.894936385365984,5.896943413860714,4.236857495800498,1.7439425866469764,0.007829792227969324,1.41566014277001,5.523789121663979,2.819106057324293,6.230946711712769,3.6589184804258466,1.350845432089315,4.7847402006348565,3.296693754942867,-7.74571909932682
+max val ml,0.4,0.9573717121079588,3.862182665869518,7.959257592756363,9.247011171734153,6.2041768151176795,4.559739868015118,1.9182412767621546,0.010555070047451804,1.4157123741598128,5.531552231970574,2.8369333505387977,6.25799862778676,3.698413193656726,1.416333932484545,4.866061538286425,3.2446436688367797,-8.233750549375713
+lower bound,0.4,0.9569380037096327,3.832947911548398,7.705993487612685,8.670551960709862,5.620248568097148,3.966583656509674,1.6129104395781289,0.0010416291426440594,1.41489635286608,5.518799628287024,2.803440532805775,6.196945712320635,3.5889557037977484,1.2553707235904203,4.691821590118425,3.204955340258465,-8.26723713811436
+higher bound,0.4,0.9583235027111554,3.870966512238265,7.934398423283084,9.16106724003416,6.172616695455062,4.496286523394531,1.8808266109314093,0.02239610539894653,1.4164149354735436,5.528883368210925,2.8322028498369134,6.2562298812869015,3.6926531666046536,1.4009344153778585,4.843613159894432,3.38607636266505,-7.19768494326798
+max val,0.8,0.9579195947332217,4.221254330888151,11.610638120007577,23.16878689664568,31.52520098492042,31.891456013420367,28.69473714834937,11.897108693936891,1.4175316396930087,5.53831199348031,2.6870069486262342,5.7773430243840735,2.685115528452346,6.271339859721111,3.592815881924852,0.6328275195379619,-6.6486606042854675
+max val ml,0.8,0.957802367397206,4.1907356687953605,11.537757480925192,22.994383562663504,31.01293927437675,28.899746384376286,23.0210504776381,9.276075264328444,1.4175242471343739,5.551397897122647,2.7417839017780996,5.873957881780525,2.7666870873959826,6.27741975773633,3.63792083516094,0.7318202083624802,-7.566813064052461
+lower bound,0.8,0.957123775160583,4.190542753389739,11.364087658249431,22.30411623234065,30.038410935874328,29.94206211592669,26.048268778691885,10.634159619603798,1.4167222998460844,5.530175841162904,2.659713660106959,5.7317007900872365,2.643345703824083,6.2465091295313675,3.545707970160715,0.5698848839375862,-7.115166993992972
+higher bound,0.8,0.9587233996488835,4.251045710467062,11.820819309781644,23.88356632609141,33.01433188548874,35.70079517283284,33.447828117598014,13.915082036737644,1.4183548441013285,5.545759332804203,2.7113213691953644,5.819040443276107,2.724305039864179,6.281733926215354,3.6260017153385204,0.6821132207122281,-6.299660848562068
+max val,0.8,0.9562890950970396,3.826862100826537,8.315182545767167,9.830137994209222,0.9107891625720699,16.89625298932953,17.951595429879692,6.13445667465864,1.4158711240512656,5.566664156194516,2.9367923786168273,0.0042228795106892545,0.875032562318143,3.2931025231625157,0.14366856433942768,3.3203756184292,-7.902686189090193
+max val ml,0.8,0.9564400777345603,3.847990936425113,8.420125266503794,10.054669171858274,0.4744622536239077,16.84812384965081,18.271730956826282,6.388517827857422,1.4161014148430493,5.565579371307043,2.928367356806823,0.0010362164944881641,0.8444698787438729,3.2677717060654494,0.14294202386289495,3.341857151822555,-8.362873239366934
+lower bound,0.8,0.9555263942941801,3.80757288059167,8.189259784668295,9.571385930711385,0.5696430941030791,16.36991838559015,17.057212468289702,5.668652668166324,1.4150636246091168,5.561573678461654,2.9287888149401207,0.0005190766562842777,0.8231236804843856,3.225935665703341,0.051824102140848136,3.2004025536590417,-8.418549282642033
+higher bound,0.8,0.9570518583981109,3.8443522115334323,8.436226316430655,10.09555902554593,1.2799960641632535,17.404851572673262,18.57050903820976,6.473589944176712,1.4166495724425912,5.57202342763926,2.945245837162894,0.012658752102169345,0.9355843604947416,3.3400408718086734,0.19737361796214506,3.391250131428276,-7.380279747466432
+max val,1.2,0.9574354130669434,3.971946405374318,8.539746780527683,7.370517709066967,13.419555391789869,36.416750415603246,32.287328617605155,10.257833954872757,1.4164927517289783,5.53321837902086,2.7398401578809235,5.694421634984538,6.270181104087017,2.788980656897087,5.789446051332288,2.6027530878255347,-7.915635796388219
+max val ml,1.2,0.9577231946799198,3.988421485644137,8.79938393493115,8.219220659469007,12.654606647420302,37.31485925749264,34.619842792906724,11.423192088339475,1.4167166674493108,5.539066306971677,2.750474763490506,5.722912712740482,6.254413052250885,2.715681599495038,5.669202060087028,2.4212765982400413,-7.860117485209273
+lower bound,1.2,0.9566845381762168,3.9484460532308105,8.380745956562807,6.980699909549756,12.58480566092567,35.30482258943259,31.26812001108716,9.671112984769584,1.4157025416249802,5.526978369346136,2.7212663382093027,5.629778757647887,6.243884092180687,2.741499563388601,5.7213422659975866,2.503515420820043,-8.771875738676048
+higher bound,1.2,0.9581996982218466,3.9975714272512555,8.736340037518154,7.969113922732336,14.476708489501739,37.690746345372446,34.09008091943036,11.165487360200979,1.417271909556129,5.538923076942755,2.7542879769054855,5.7291942367992865,6.2815189919946395,2.822801813629813,5.846957196578413,2.693141200062948,-7.206108315712093
+max val,2.0,0.9575283771211617,3.8388773908555835,6.069810787328611,6.0653242803208975,37.22202921937762,39.841273968422755,6.776768716455448,17.931182369181865,1.4159765814945175,5.5118618895075535,2.7248829182307346,2.481446832312411,5.563404112272227,2.2181599958655327,3.27752996989285,5.430931619874986,-6.796629986853603
+max val ml,2.0,0.9574471180525165,3.838310071697291,6.088955532134966,5.757544228974617,36.18339194432155,39.08880909765803,6.444927942245999,16.47323810503209,1.4161230587010714,5.513067012054953,2.7291662631928677,2.488596053836096,5.579289423078147,2.2336804335268807,3.4818487967142207,5.482671334544633,-7.528684897014312
+lower bound,2.0,0.9567821687687694,3.8113715474593493,5.815721991980647,5.220884172679246,35.840254488784915,38.37828064595078,5.393559341763533,16.789175052858372,1.4151930083230781,5.504451651599876,2.7006286903091627,2.399265172729913,5.506439180344644,2.1439277525477207,3.0951821378370235,5.332168265814104,-7.2124056148625115
+higher bound,2.0,0.9582958894623346,3.867336547419371,6.3085441618424785,6.860361834504742,38.45611165935457,41.051330471685866,8.465080558144107,19.109895409440394,1.4167388021404386,5.518302354312521,2.747086607809731,2.558979074164347,5.614150989786804,2.2801848675921357,3.4082561482241704,5.518701117652993,-6.386007692237534
+max val,1.2,0.9576510280378498,3.935202187576605,8.213739779087025,7.960958912773538,2.0686090575072638,9.794839057087062,5.390655012211885,0.07863484689048296,1.4162301771711818,5.5236619303643275,2.7406943335137144,5.875013677594191,6.2570598824521975,2.6209750291365927,5.585061195954111,2.188481794683567,-8.103763738835092
+max val ml,1.2,0.9574649379795551,3.9309779731426313,8.306310275437095,8.235174591695545,2.0717894287308205,10.441448496440573,5.893295318716291,0.14616855512065258,1.4162360993806766,5.532145762964649,2.7694043866924747,5.933378473151254,6.276957195249559,2.709200274771909,5.7041584760505994,2.3643114153917892,-9.559861266528774
+lower bound,1.2,0.9569001036135356,3.91166108933515,8.051639767125085,7.558139461747523,1.346323923321012,8.696881125953176,4.785087622863836,0.012562950565222095,1.4154230038883027,5.517266698188668,2.723580596852815,5.839831289137249,6.205802885350614,2.553261516569895,5.5055782406654465,1.975880656816475,-9.001730089603868
+higher bound,1.2,0.9584482693485088,3.958341781225953,8.365529633591404,8.300558793942308,2.8283913754051495,10.826550275229375,5.98805887869975,0.22267997646848003,1.4169986941959816,5.529656691488974,2.7567523807974452,5.9061584701880125,6.279767108802105,2.688798319632443,5.667541200513454,2.4731456640665472,-7.417574416306259
+max val,2.5,0.9572537401210719,3.97259484408237,9.014910971730243,12.031532935334546,8.148061338657895,2.3610458905171923,0.38881303815837287,0.36919210578865247,1.4165960093390766,5.543584135668083,2.7985526860245407,6.007617429767858,2.8046297767637625,5.90727325464124,2.750221326162392,2.9954330482152014,-7.5705208144307115
+max val ml,2.5,0.9565221769546959,4.008174434587314,9.736774368342987,15.251376244506123,13.539362876508306,5.180388723029443,0.21098362289155675,0.04037105210222046,1.4168556408626736,5.557593120393323,2.832154222441042,6.047975999764829,2.8255788963548216,5.85078338317877,2.8986153966966133,2.3815087804982378,-8.61417685949818
+lower bound,2.5,0.9565098500190024,3.9407730855534826,8.73847915242393,11.059333669473501,6.590421348602958,1.2637019917003025,0.05628821049555109,0.04746975317414055,1.4157790501073857,5.535086390911173,2.769498034305575,5.943912557596111,2.687300194218901,5.697199653885183,2.1530756929270027,2.6349399311125588,-8.640521497889402
+higher bound,2.5,0.9580077505503849,4.003473806356658,9.292436242690167,13.037366806750939,9.725475807457414,3.5743357389563206,1.155802678052553,1.1578115864858711,1.417408137395036,5.55157279534542,2.82495764805816,6.063241349864848,2.906783495287949,6.120466731277065,3.134491760955839,3.4125528311824054,-6.927416809435556
+max val,2.0,0.9573223436270504,3.9428951872030695,7.508959423340427,0.25416221046477677,27.266968938525753,36.54875324982029,4.477743278514141,12.91891819876133,1.4166428229389525,5.530203695860773,2.733163404080953,4.592332033021774,5.7711698260639945,2.5226123870621704,6.207984717834158,5.285872823843259,-7.329362443029769
+max val ml,2.0,0.9573136876599031,3.9046775509628517,7.328059129339934,0.3433781841089353,25.981482458186694,35.047626453279044,5.856383074247873,10.8831657496206,1.4162656103691509,5.531927426494155,2.753013657610764,4.649926117019929,5.858261519280436,2.632717955708017,6.238433964139249,5.360782881443265,-8.47809717682285
+lower bound,2.0,0.9565761304559324,3.9186131096961767,7.397819366524021,0.05184909134997933,26.42392216042214,35.103834684990325,3.5028784282248715,11.940468578522843,1.4158578731883686,5.523636274219794,2.7110373409054094,4.424627578664892,5.718888952732137,2.4578651765383497,6.089107867023062,5.188921283223259,-8.220723420739628
+higher bound,2.0,0.9580948528943414,3.9685316014676943,7.643656627109278,0.49524778851428775,28.473555844850395,38.619504345019855,5.997324342909914,13.93077285392497,1.417442327241275,5.537182706012656,2.755349478697412,4.802594280710234,5.821937339353261,2.58381849992218,6.272400512736007,5.382027272035592,-6.7347122810302835
+max val,5.0,0.9571950505856412,4.0970928913316795,10.32949355637474,15.044587999059875,24.812746924873398,32.73298813356128,4.208552045973338,6.766525080157562,1.4171457419186868,5.55497050377353,2.7093214447571596,5.398029131719636,0.9103382644466887,3.487029276338291,0.7057720631290295,2.0014163246954118,-6.447794083754626
+max val ml,5.0,0.9568537581709816,4.091013882303798,10.834524165177639,18.228937531224776,25.890733168047202,35.37249832694555,2.168966391734142,13.388605323690097,1.4167108111803395,5.566608237890772,2.766828879949289,5.5842375758946945,1.297083213881141,3.7025602978730228,0.07437214627923046,0.5733441907616544,-7.714122969117952
+lower bound,5.0,0.9564410792609275,4.046860379691064,9.740420684043825,12.605571780847093,18.239878842919417,22.834165532175447,0.6145462250127732,1.0328158448171485,1.4163463040940318,5.5419870557087405,2.652821050908059,5.207462902424171,0.6086402163012269,3.2072631108577045,0.10164283966120026,0.09168182335406685,-7.023549834645696
+higher bound,5.0,0.9579819597390969,4.146665423804646,10.946699171783994,18.519071976549004,30.298358056438573,42.517684472410465,13.611921303332613,15.070047512295512,1.4179471575746962,5.5675680623375206,2.7687946086972013,5.595462030484095,1.3659663928694594,3.890118316809916,1.7612448398220748,4.225109058242237,-6.094687900878149
+max val,7.5,0.9570896070432784,4.080850824683864,10.471357758782432,15.203972382177305,11.56056595225971,24.604555613714698,36.13353092770644,41.946993072146135,1.4171636335075217,5.566300168749276,2.794526070038288,5.788356371377237,1.2730182643150054,3.213604877415864,4.680875419529149,3.3080902289079526,-6.703672330572207
+max val ml,7.5,0.9565999307690021,4.105150659468465,11.810247985954524,23.740790714354024,16.54866086984918,42.007838730478326,38.82035462169751,37.99965215692306,1.417520652074314,5.588658825657698,2.883603225676478,5.95238341866506,1.9410588248092744,2.7740565997228144,4.9197886225278085,4.667632633144056,-7.155032431014554
+lower bound,7.5,0.9562997895906477,4.011173365448313,9.416628845267333,10.124900027193808,1.3844091829401302,7.064018126418041,14.235457511049187,20.56337174460485,1.4163433137385413,5.549432934253064,2.6834458607907314,5.227465098017771,0.3194707948686972,1.5239507034103794,2.514316360183334,0.9482939891250999,-7.317726243925584
+higher bound,7.5,0.9579055988767945,4.150774494909838,11.467952731680185,20.999900784900046,32.102186698802974,45.607045314932975,47.838727696241435,48.92486271190882,1.4180012126362467,5.583448456951739,2.8874166362213876,6.10928239627249,2.58541244004614,5.770939099633128,6.068409430926073,5.620336421588013,-6.228186817988206
+max val,10.0,0.9568826392171222,4.0899036982258306,10.973929118184822,16.868572159137127,21.251916617958713,22.951785372714017,26.827494367688477,22.154214604438867,1.4172224034279175,5.579392560438658,2.8565876856227086,5.690051707766023,4.21870402185568,3.297349911401282,3.0697255324008714,3.266070108245469,-8.602718378537322
+max val ml,10.0,0.9568568289598629,4.1164392210113965,12.430724403749116,27.220917117168067,17.82347844928484,11.878806347035498,49.82438308800414,37.619360870920076,1.4172105880224324,5.594227010736845,2.9157314635513747,6.062307827997462,2.96312694447294,0.9747922914420711,2.4411281064776276,3.6298899499473514,-9.3980900681421
+lower bound,10.0,0.9560561724367151,3.9764539349496193,8.737740858839356,4.389772340571192,2.8402231121584074,3.3111331665239643,3.714730090997263,2.9393684313331065,1.4163213151803247,5.553001680004735,2.695028800464091,0.1410201761698255,0.5318478710085124,0.44309709356755966,0.44328303187075446,0.4492170250347178,-12.549149958811938
+higher bound,10.0,0.9577314682180228,4.19553817553135,12.94610509506801,27.253111323483292,45.3666336351284,45.99359983842183,47.02986086883046,45.78344743460164,1.418105523132023,5.602829951968038,3.034539142334079,6.192058057010293,5.981028716906692,5.877322315461299,5.78934948071229,5.845744474588326,-6.687132852038744
+max val,12.0,0.9568676670797265,4.08200748438731,10.65886371720891,17.05845152750182,23.610249990613035,25.520002952072385,24.864041287887108,24.70379304371566,1.4172382529503968,5.58059463256439,2.853811834949355,4.642261990627395,3.559721485039987,3.3278823902281536,3.122991258962174,3.2043736053325245,-17.167547104601187
+max val ml,12.0,0.9568779985299545,4.147946752456694,13.746331550638521,29.825128651300346,45.684381221610096,19.207199554217883,25.226955567758676,42.978014075917734,1.4175691294938708,5.606312297253307,2.929390805467464,5.866493260524353,6.123709632992459,2.963242172544604,6.109865196418306,4.59111262591187,-14.897784834384066
+lower bound,12.0,0.955995419172939,3.960658588777019,8.01090632508572,3.1200884971270737,3.3830702856593673,3.696026030427108,3.5746518332156954,3.4472935774473856,1.416302120054628,5.5512370510492,2.616495702052026,0.16217155671541383,0.3705698182976282,0.4844721949564712,0.4234130655121516,0.4500380943864501,-27.992359055312363
+higher bound,12.0,0.9577487523615364,4.203649849353238,13.09064958162825,28.285464616422942,46.06038611778311,46.666235848977,46.275652196771894,46.457556314871965,1.4181657999927124,5.60774668480522,3.1142359559897415,6.105824755876846,5.911156314158272,5.8531885670374635,5.847804563097573,5.8566425797248485,-7.614242589468635
+max val,2.5,0.9572795289809783,3.8436691924826296,6.749588007355131,2.9135493358587436,24.554322818854693,29.035234385900775,0.6875412940562647,10.914834382251907,1.415971723640247,5.521779560882363,2.793343296874392,1.4124123487993139,5.432974165670497,2.2098922128973597,5.495806918269234,5.13139684189582,-6.6190841042551725
+max val ml,2.5,0.9570488452515917,3.880681055062912,7.127739674531337,2.399207360983731,27.53864806799491,35.17122134228801,0.5240118767766351,15.750567204479735,1.4162839672827865,5.531245893365973,2.793340122968061,1.3818578262774153,5.519374917079859,2.2935557489335605,5.821165710147124,5.24942389682776,-7.959208646082981
+lower bound,2.5,0.9565247151883254,3.8184610041980376,6.61223945438583,2.336105575190178,22.49358989101207,26.223500913222818,0.11014646582614751,8.81273060791685,1.4151902358724187,5.514788540730369,2.7647031098297434,1.2568533768866597,5.3262903590010655,2.092516925728263,5.131070334717612,4.945251621727681,-7.132917641446317
+higher bound,2.5,0.958016005670074,3.8692427861196226,6.909290862498285,3.7041968733910293,25.918360095147662,31.636059861388045,1.9366003748355607,12.983398022849336,1.4167509241322171,5.529037454149912,2.819787072330333,1.5332525086855435,5.534902303667348,2.3328978715802284,5.779448178182417,5.32072522800544,-6.292295117418636
+max val,15.0,0.9566858388763342,4.126419196441937,12.474441987985271,15.027462299981703,24.761659667654094,24.60557709711349,25.27548318853998,25.246103435334398,1.4173403452128475,5.6064711585426785,2.903334362893063,3.37519224403988,3.170511866017672,3.1316253432422885,3.1746550735646206,3.109264862638494,-17.57988275228715
+max val ml,15.0,0.9566075914705511,4.142035140276084,14.706455412461969,27.80500477962452,23.04949845343716,2.0119025060140032,20.633726791819974,48.62545769522977,1.4175532947553797,5.621450366288363,2.9760557076546927,6.0101323832252165,3.927970878278546,1.8116302673839244,4.578852928615438,5.57458809928738,-23.279693727041277
+lower bound,15.0,0.955775585512821,3.9647655887020674,9.074014832265416,2.1914205116941425,3.469476633857142,3.6349410586877546,3.8429917055542773,3.68500969453769,1.4163876287884078,5.566801489127083,2.6310036265422063,0.44150335754308107,0.43575229258883597,0.45670579604598793,0.46628326654161295,0.44909341412926446,-28.170121570330476
+higher bound,15.0,0.9576085596468593,4.287092959867883,15.934779279723019,27.681149101272762,46.42621062767337,46.261750204087086,46.231156463366126,46.4507683407666,1.4183153379288058,5.645974854432213,3.171585574700005,5.885017219994793,5.836333040179171,5.817501990768413,5.831101394974943,5.821484884156343,-7.32341423377006
+max val,18.0,0.9565004452836119,4.2673366193335704,22.83402231977346,14.716626907811156,24.666770471042042,25.094222027227563,25.214664066443348,24.773757969013605,1.4175109809542166,5.661932689720092,2.961141750700378,3.145190761495348,3.1721633862341694,3.139759007004245,3.1303117541210606,3.1412981417354398,-16.948235887379735
+max val ml,18.0,0.9565301450593443,4.300448332985383,25.547569115629535,22.75782250639809,13.49394039161661,46.46061322057701,17.864607530628025,20.33919285089708,1.4171828982412298,5.678855176462565,2.9644708801797934,5.045693364831484,5.3338315153525,1.1481596101776197,5.823547958160154,1.7764173185751992,-6.561596521920983
+lower bound,18.0,0.9555452715906347,3.9968390850814552,14.069498438175577,2.0794737227819615,3.6037091895238036,3.5873126638742745,3.6430618613577463,3.5200806186843003,1.4165196198966288,5.598894352100696,2.5562779976151226,0.4766556118429777,0.47820030737527386,0.4605478332296609,0.44432003296925376,0.46809892167497685,-28.04265657337937
+higher bound,18.0,0.957455122285731,4.514339204020342,28.67079703263511,27.80252604013483,46.058959187565804,46.37738580166106,46.33874385269147,46.36269733659835,1.4184991129779914,5.717006273135745,3.3770802555919897,5.808803827291832,5.838292413130027,5.810799957830564,5.811774718772136,5.83250409780974,-6.7841793126833565
+max val,20.0,0.9565259479643937,4.285641647940217,24.784284813549306,14.828260357476918,25.491230979976333,24.482361569253825,25.28333836439442,24.513452896261843,1.4174891138101555,5.657237886678331,2.8781162680440278,3.0644483740567665,3.1677470230206115,3.1217242760030075,3.138553627151266,3.2371115997465623,-16.704304050848158
+max val ml,20.0,0.9567622789604187,4.4147026444908875,29.403368775904898,2.9940981574642205,22.949530493944163,5.556180144065142,29.616483211915128,37.170532584736605,1.4175029839978923,5.676165351206974,2.82940952621376,2.988939519677756,4.854177640263036,2.762974544444022,1.2158654574587828,0.31706561417867585,-6.191848777863424
+lower bound,20.0,0.9555910176309305,3.989153028677644,13.257987025991016,2.2363364897496645,3.7162002137201746,3.600510617892299,3.934187312802491,3.475795161691652,1.4164893755066574,5.589999952024632,2.260156529271954,0.49076292409897315,0.47108040100301385,0.443242166183223,0.45773464267072295,0.4636012531846956,-28.01811269143125
+higher bound,20.0,0.9574780912995496,4.533869874559443,29.402842307538172,27.782604546515664,46.458821814933025,46.27794114762685,46.44455591294142,46.42840560766805,1.4184747360415306,5.712988909216035,3.5004539544511752,5.807140200799326,5.824885319962928,5.810035621476839,5.83775350460349,5.867681328558611,-6.440328063449307
+max val,5.0,0.9573654763874053,3.957640985155601,7.790899701424673,2.296486965060594,31.37889930416607,32.6761809739566,18.339254533536252,13.789691128629578,1.4165848799321896,5.538464201459427,2.7770504145705557,1.1552690680127116,5.43609007175567,2.1058508739508994,2.544742506299536,5.995859768436829,-6.29040187793796
+max val ml,5.0,0.9572404882548238,3.971732403524068,7.981555666821707,2.5552149277281835,33.321602106848005,33.65148319822872,25.38540077884615,21.50297445981932,1.4167260893184621,5.544052235870395,2.7906753756381235,1.1517260481673413,5.461207434870328,2.1978591976429884,2.460309661664307,6.051182927260661,-6.987491745512699
+lower bound,5.0,0.9565957186785599,3.9167719466173976,7.512930323588138,0.7202930318609975,27.97727353840501,27.47386363718772,11.813227716628486,5.506913476770949,1.4158240764167351,5.528561425672858,2.7263835585292204,0.8482896204786297,5.215489780939551,1.8089781638387326,2.1136427186047992,4.836177940738857,-6.6266350504539595
+higher bound,5.0,0.9581264689946225,3.9962833621220444,8.09582538873001,4.3367467954245535,34.129391132196915,38.28410370282596,26.6432606725026,22.03866972203981,1.417394780193873,5.5477002712225385,2.8300227634546977,1.474167554427567,5.619385997764361,2.367659139584471,3.0073570429536343,6.247596265973552,-5.994821272433434
+max val,7.5,0.9569370774541701,4.113598025551186,11.646335815012037,22.973414641466473,20.37225725651752,37.69687124717565,11.111958717328895,33.95669634939816,1.417253604848229,5.578553408582479,2.84245221804244,5.988076314959649,3.0604657430550772,1.310156902463275,4.4178870724452075,1.6237273988062415,-6.763757599275149
+max val ml,7.5,0.956689507645291,4.099316690700337,12.38901081615007,28.835158625629564,24.462978946811106,32.37995349552893,6.585614939242951,47.78813483195689,1.4173839695375738,5.600571680538001,2.955021676686636,6.163537789401634,2.984447664521138,2.3226968737172253,4.214581879201478,4.8850284780053945,-7.689929357316849
+lower bound,7.5,0.956131532413077,4.042190413156253,10.022305039417926,12.354933602686538,2.6059597406803765,8.891530224154263,1.641980378779616,14.567771122173056,1.4163924200901328,5.557196854374226,2.7280100759001717,5.584390492086666,0.7626386804442926,0.2274523298949459,0.8787547174286772,0.21198826016049563,-7.531863317823095
+higher bound,7.5,0.9577540221699556,4.187646720170438,12.688092987596448,28.989928341183337,39.73876168847049,48.3636976609345,35.66148591076874,47.33039689538302,1.41810689779699,5.596833999728404,2.9332370656614346,6.2309104092853556,4.669511250326439,2.853264990529604,6.028083488949676,4.268835086542309,-6.24843874936392
+max val,10.0,0.9568778238676264,4.094221160684227,11.059698419041116,16.710940087154356,21.89841017706881,24.022353350240152,24.055407246787098,26.30128431064943,1.417284052399459,5.579320248017161,2.8496850964261915,5.700505122047272,4.27670624481912,2.8025692180544506,3.671129505983636,3.1210541564551835,-8.212281018394943
+max val ml,10.0,0.9568518129454233,4.118614863674102,12.446644334801157,28.39757546894375,25.7584459759762,6.96150683374859,28.69890022188153,12.909811127454295,1.4173477120792453,5.5928108244666985,2.899405457465667,6.000437281439516,2.5712047954993404,4.611326420962663,2.194983288968517,5.453476227177987,-11.59662565032204
+lower bound,10.0,0.956037155664309,3.98016487314477,8.762705546292072,4.185641199318509,2.9023710264196123,3.329319820142519,3.5746938997994278,3.8192177767070965,1.4163683344277733,5.552729343648607,2.685819904975133,0.21696474251963171,0.3657306347543916,0.37702042356153637,0.479134877163404,0.4301914920505497,-11.48635129701048
+higher bound,10.0,0.957750870792853,4.198019226976994,13.019073890198346,27.19489694447509,45.375449367195756,46.21360026915096,46.15806814344661,46.63802435474277,1.418177738813979,5.604756999734731,3.014214848210353,6.181823313120779,6.026738847362699,5.809327654153394,5.936354113564653,5.8297645693845395,-6.59250222545527
+max val,12.0,0.9568870265127345,4.087610488252773,10.548750209057834,15.659709994128633,25.795854904123388,24.28697653492358,23.996775990462112,25.805011341345423,1.4172529852316527,5.578367870403747,2.8308983017575216,4.826974650032904,3.716248596581505,3.2083191181865898,3.195258766128866,3.122526442016781,-17.996240392908994
+max val ml,12.0,0.9567231017108192,4.1568030468027155,13.957053889032206,29.502699015124524,47.15719835808974,29.55710563942697,14.991303960135854,13.05161013673617,1.4173655151680928,5.607863488750966,2.9249681967292283,5.896051483931819,5.755116766818806,2.060855437125754,2.8891052517881657,2.8349154957488927,-13.955589011559383
+lower bound,12.0,0.9560113679106617,3.9645822532723205,8.024039970842955,2.562427663320012,3.867209868650444,3.4404567455759087,3.406076148290158,3.7197569569768234,1.4163506970124182,5.549825481527371,2.605600945680185,0.21180896462281287,0.3777665314472003,0.4465136645170909,0.45690542652231786,0.42735439158639144,-28.16978634645443
+higher bound,12.0,0.9577601918156158,4.205969237086125,13.125278312427382,27.947137812933367,46.45599314498277,46.16388332111878,46.24768311375021,46.51782831879817,1.4181815688946642,5.605437416801348,3.100188937176143,6.115490909906038,5.962997501459462,5.854601705868804,5.842837708576677,5.832277358167505,-7.761609016309592

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax7_True__fitnoise_True/summary305_w-tau-fixed_nmax_7.csv

+n,id,t_shift,dlogz,dlogz_err
+7,305,10.0,-60229.88247176929,0.14392721849460646
+7.0,305.0,0.0,-68386.05722466052,0.30613912766323903
+7.0,305.0,0.2,-68409.57718826705,0.3817716692568417
+7.0,305.0,0.2,-68368.26616265958,0.29742360279877034
+7.0,305.0,0.4,-68107.09536226832,0.27928686225391425
+7.0,305.0,0.4,-67984.94066259837,0.2995171351486907
+7.0,305.0,0.8,-67692.64352864474,0.29455670725388705
+7.0,305.0,0.8,-67681.52895577635,0.3110748692463051
+7.0,305.0,1.2,-67326.32592165138,0.2895863930995956
+7.0,305.0,2.0,-66733.6672818868,0.27778883101871854
+7.0,305.0,1.2,-67426.78281088852,0.35750504965037766
+7.0,305.0,2.5,-66297.92536891223,0.267949010475469
+7.0,305.0,2.0,-66723.00172528619,0.2814848004907402
+7.0,305.0,5.0,-64263.263376542694,0.20131775635252788
+7.0,305.0,7.5,-62244.74069381093,0.16522972697234561
+7.0,305.0,10.0,-60229.16160900192,0.14300806116423487
+7.0,305.0,12.0,-58620.761094106194,0.13475186119886692
+7.0,305.0,2.5,-66302.77093924122,0.25265401413588506
+7.0,305.0,15.0,-56206.01697324849,0.12076441181636013
+7.0,305.0,18.0,-53798.583310000875,0.1144901456605466
+7.0,305.0,20.0,-52200.47834119448,0.11254160424765841
+7.0,305.0,5.0,-64276.4884324327,0.20940700099574558
+7.0,305.0,7.5,-62242.40387428263,0.16338685417812818
+7.0,305.0,10.0,-60229.307881310466,0.14317581094117424
+7.0,305.0,12.0,-58617.258807989514,0.12800481106974462