Merge branch 'master' of gitlab.aei.uni-hannover.de:xisco/rdstackingproject

results_new/0305/NR_Model_Noise/w-tau-nmax1_True__fitnoise_True/best_values_305_w-tau_nmax_1.csv

@@ -19,3 +19,59 @@ max val,1.2,0.5563743795540432,0.49161491212271347,11.9262340377326,5.5637740153
 max val ml,1.2,0.5563627064213438,0.4914642580759573,11.928336920805272,5.56193507023303,0.8714632488021594,1.2706570299662958,1.4560815208315756,4.949739888465217,-3.760062792519477
 lower bound,1.2,0.5562722021856547,0.490291460943134,11.910852983625343,5.5291752812190555,0.866194878075395,1.261237572832254,1.450490437343501,4.942855918419027,-3.7858563829209437
 higher bound,1.2,0.5564772603674271,0.49292104724871477,11.941601001172199,5.598453193568517,0.8778058818791987,1.2815756698879435,1.4632356339888208,4.958498914748177,-3.7204268198686625
+max val,0.0,0.5564284718023627,0.4876421682605957,11.985173204689733,5.806389559003593,0.8472861000219492,1.1742095391477798,1.4591572002580748,4.951856712491097,-3.504422405743661
+max val ml,0.0,0.5564400277259628,0.4874327941433094,11.987371287713803,5.809824887734516,0.8464070252052962,1.173342440100501,1.4593588975997174,4.951877958167003,-3.509303519962028
+lower bound,0.0,0.5563062445318684,0.48629857591753356,11.96690083851805,5.768694774609952,0.8408239312490187,1.1639704081446902,1.4517096085417927,4.943715230828927,-3.5342289203256065
+higher bound,0.0,0.5565504277460949,0.48898250003711263,12.003450798738495,5.84459327473855,0.853887129910193,1.184471948594815,1.4666237838409466,4.959985669813463,-3.4739878275554474
+max val,0.2,0.5564195721796479,0.48854644682336823,11.970785526376734,5.749146971040206,0.8532346939324033,1.1956885020911805,1.4589229676220248,4.951217950400093,-3.56057930285397
+max val ml,0.2,0.5564239459151465,0.48870910216334007,11.972009423838056,5.75609752099155,0.852880487768116,1.194765217548343,1.4594582694619516,4.952659306152074,-3.5667736058891393
+lower bound,0.2,0.5563025515539121,0.48723531796715264,11.953161504749206,5.712063331965428,0.8470061750032197,1.1856578819698567,1.4517126562841531,4.943190833996353,-3.5909161854984006
+higher bound,0.2,0.5565368499378736,0.4898846596141643,11.988139919817618,5.785866658858819,0.8596862398326486,1.2060222930026447,1.466174661078409,4.959355453083158,-3.5295349137258505
+max val,0.4,0.5564132205845869,0.4891479689041446,11.96120527397179,5.711174625404207,0.8572133624549018,1.2104342922456222,1.4586928639189303,4.950886872157622,-3.598522120014035
+max val ml,0.4,0.5564319475666698,0.4892314604986021,11.96187940635253,5.71834253269519,0.8569345871894184,1.2094995556707109,1.4594790244406435,4.9520567269468625,-3.6032444818030918
+lower bound,0.4,0.5563000261693818,0.48781792205852675,11.944133829990651,5.674969104668648,0.8510199173011987,1.200387595602523,1.4517095710938674,4.942911631885828,-3.629269779275586
+higher bound,0.4,0.5565271069577655,0.49050290534942764,11.978327475666282,5.747632065385078,0.8634912235742254,1.2206526599883685,1.4657740880052141,4.95880763282231,-3.5674211386352894
+max val,0.8,0.5563957779640648,0.490363337548845,11.94329019075261,5.636711637436146,0.8647444413453381,1.2404291713235405,1.4578939480281352,4.950513487252829,-3.6748070954389256
+max val ml,0.8,0.5563819060497971,0.4903554405427565,11.94457002273892,5.631187326617626,0.8644642213446849,1.2399150869052358,1.457142401879058,4.950362561848268,-3.679648358330713
+lower bound,0.8,0.55628765770828,0.4890480990186121,11.927016593341612,5.601361057847662,0.8587556304680553,1.2302910880243505,1.4511641322854234,4.942548147145843,-3.70653788155731
+higher bound,0.8,0.5565042683632548,0.49168084875475426,11.959376673709652,5.671709139479898,0.8708609523632423,1.2507228080685,1.4646846487122989,4.958521423367381,-3.64285013543968
+max val,1.2,0.5563741745927961,0.4916181623952741,11.926052494910198,5.563917236032965,0.8720220503943179,1.271463786063951,1.4568313584181747,4.950628021079267,-3.7530128948389
+max val ml,1.2,0.5563822192875878,0.49169066476241796,11.92578691601941,5.5645836293441056,0.8721669049015619,1.2719706671303606,1.4572852156169216,4.9509055484884135,-3.758662650120044
+lower bound,1.2,0.556272696100166,0.4903110747765661,11.910834865600748,5.528994656613226,0.8662833646762437,1.261297688819865,1.4505299293373053,4.94273349457419,-3.78486956468549
+higher bound,1.2,0.5564766122590311,0.49291310650729436,11.941196583688344,5.5980523698580065,0.8778076358707783,1.2816200456650215,1.4632182677864611,4.958434059663663,-3.7203365645659936
+max val,2.0,0.5563206089122922,0.4941324045520922,11.894958243800605,5.422835718737604,0.8854468674563423,1.336194840643833,1.4538377897313546,4.952127962680094,-3.9133061917835263
+max val ml,2.0,0.5563233752301286,0.49419310776059855,11.894377262323847,5.4269800009912155,0.8855838014548307,1.3353073088364225,1.4541557289090095,4.952800627244513,-3.918197597909515
+lower bound,2.0,0.5562272099613031,0.4928177654963094,11.881097643052948,5.3899256946757514,0.87999144043005,1.325676669848166,1.4480370772682496,4.944331620612623,-3.9481384066861906
+higher bound,2.0,0.5564136685096697,0.4954174126341844,11.909029906128172,5.455362503225149,0.8908776043332987,1.346668101428188,1.4596267077500882,4.95993145593137,-3.8784831985560864
+max val,2.5,0.5562815354385905,0.49574622073492003,11.877461182828917,5.338260134845566,0.8931635182493595,1.37858346147209,1.4515468342476163,4.9541843086539386,-4.0173722352840855
+max val ml,2.5,0.5562739869055926,0.49583345106457377,11.876840622795942,5.334798246968971,0.8934311914291635,1.3797229978966568,1.4511421128442823,4.95462876101392,-4.016692522479222
+lower bound,2.5,0.556193780079755,0.49444147482338197,11.86423296409608,5.3066101787884135,0.8879969625110515,1.3680618835514926,1.4460833673024156,4.946340337949459,-4.054072969782226
+higher bound,2.5,0.5563697291099441,0.4970504467092316,11.89044060407476,5.369628186542014,0.8983577802930074,1.3892601603083143,1.457042552372843,4.962087483763168,-3.9809640682767764
+max val,5.0,0.5560480311114917,0.5042208390684386,11.806423211309323,4.953129719644098,0.9248814384245977,1.6174241955164868,1.437127350218106,4.978795391776703,-4.610192450777394
+max val ml,5.0,0.5560346754481923,0.5041922201845548,11.80636869654182,4.946471771032181,0.924858100761274,1.6197217655171565,1.4364612636444947,4.978187988399084,-4.616758019553423
+lower bound,5.0,0.5559796175164278,0.5028602467763722,11.796391912751908,4.923455287310771,0.9206289153464489,1.6036783127028547,1.432808040772799,4.969676531655552,-4.668459446188518
+higher bound,5.0,0.556116529540359,0.5055834090669024,11.816507125373915,4.9832517086038655,0.9291590165028312,1.6312890135869373,1.4414553939159425,4.988040245081615,-4.553302729762191
+max val,7.5,0.555793409250924,0.5142386150707304,11.753959127606484,4.612950364176681,0.9485401294586253,1.9258440769345104,1.4208711491554724,5.036513056644213,-5.810047147534636
+max val ml,7.5,0.5557904019011619,0.5141440536218933,11.755627022137633,4.607762966446075,0.9478455450369664,1.928721974690721,1.420564810060983,5.0366121317592345,-5.734468165144598
+lower bound,7.5,0.5557363046165934,0.5125869254032376,11.745361116273038,4.580805696230991,0.9447206543773333,1.902628759258536,1.4171960551726672,5.023110544624735,-12.913569719074719
+higher bound,7.5,0.5558512252251404,0.5159004226308594,11.762607038543608,4.644843547531126,0.952367071099028,1.9497980907414725,1.4246150025248854,5.049818517698608,-5.498164234066284
+max val,10.0,0.5556122016472028,0.5251927592607639,11.729192461912293,4.289662432376748,0.9608341074688456,2.3791284757753215,1.4079672953829205,5.139968571699654,-17.96511673517527
+max val ml,10.0,0.5556220307586179,0.5249284724799312,11.728976015248001,4.291708261985042,0.9609305390711445,2.3784170348798037,1.4086516441855612,5.137527766933829,-18.823529747058544
+lower bound,10.0,0.5555546463184541,0.522481415779987,11.720743434477008,4.244272343485265,0.9569349017644357,2.3185837903739865,1.4042053489322703,5.111377895435707,-28.13970061268097
+higher bound,10.0,0.5556710213699354,0.5279295040867605,11.737551717080507,4.335420420679036,0.9647087675645158,2.44214448767189,1.4118063068518536,5.168543129123464,-8.163800986110612
+max val,12.0,0.5555260753007305,0.5329165572910948,11.721536716818992,4.080080575542117,0.9648190126067753,2.842322328756065,1.4015980091875624,5.2384526282737065,-17.97505312814906
+max val ml,12.0,0.5555195314908834,0.5333860528154458,11.721358471023795,4.078640166324852,0.9650222818658485,2.839855811272146,1.4011664303699143,5.244186576106951,-14.84092099568603
+lower bound,12.0,0.555466402541236,0.5287014541551132,11.712783265864438,4.016425668850306,0.960769192256457,2.7093532579637425,1.397644985612409,5.18543331412282,-28.234284220240387
+higher bound,12.0,0.5555870031477006,0.5371274042790992,11.730170497341124,4.144584571247267,0.9689350479365948,2.984755777012716,1.4056240774366986,5.291895852603991,-8.204668414706298
+max val,15.0,0.5554494206041799,0.543033095615787,11.717030424448097,3.8223383753741813,0.9671926682795351,3.773103976993093,1.3959305562748057,5.399276786895809,-14.520068592773574
+max val ml,15.0,0.5554548684921684,0.5433563110245352,11.716917853417865,3.8181816614576505,0.967219504393867,3.797655408912203,1.3962641335159487,5.405304625358132,-23.62395145002352
+lower bound,15.0,0.5553887800072652,0.5351555885434415,11.708101350058682,3.720149828535628,0.962975278338493,3.382343588159042,1.3919024505194035,5.274346573368794,-27.65957580511034
+higher bound,15.0,0.5555120491403863,0.5508155198112678,11.72605745571098,3.9257985051693667,0.9714352518616394,4.226172613582622,1.4000710084178183,5.522233751437481,-7.7264656912599285
+max val,18.0,0.5554128943483254,0.5521735691035294,11.715855347787059,3.6233236681219614,0.967823373591638,5.02443639000828,1.393182428759312,5.577826450812613,-15.644176484953928
+max val ml,18.0,0.5554108569447876,0.5530366065342098,11.716216135721897,3.6149222115735373,0.9677065627123012,5.110473269982268,1.3931208220389861,5.598111606904536,-13.007917530293536
+lower bound,18.0,0.5553517203681921,0.536844767263849,11.706516348997383,3.452243317779682,0.9634032239006523,3.957103957642941,1.3890595702111017,5.2894947238458645,-27.68237465107655
+higher bound,18.0,0.5554773942909738,0.5668704516103824,11.725138914340697,3.7982650793120882,0.9723378539638021,6.516313632232886,1.3975503174273398,5.856707659852521,-7.887861141685871
+max val,20.0,0.5553985496601439,0.559120692487228,11.71560915409923,3.512059867662592,0.9679465816805428,6.115161923004186,1.3921029012615052,5.720789507283865,-19.21094632142578
+max val ml,20.0,0.5554009437999236,0.5601475212270255,11.714388582819225,3.5111012186527057,0.9686067667985252,6.1701568624796765,1.392339252802569,5.748203765454894,-17.2042372530712
+lower bound,20.0,0.5553347828127772,0.5352137565940439,11.705911361627942,3.2495093955210166,0.9634052860335423,4.050660019433812,1.3878192644229708,5.145583078168242,-28.67205602638518
+higher bound,20.0,0.555463633303577,0.5800464264332831,11.725067962665626,3.7704950829526265,0.9726931557306768,9.89673603324064,1.396508931233997,6.126891982626033,-8.275342479800301

results_new/0305/NR_Model_Noise/w-tau-nmax1_True__fitnoise_True/summary305_w-tau_nmax_1.csv

@@ -4,3 +4,17 @@ n,id,t_shift,dlogz,dlogz_err
 1.0,305.0,0.4,-69842.66288093939,0.1680767459475936
 1.0,305.0,0.8,-69389.21022158946,0.16777828828092967
 1.0,305.0,1.2,-68938.61066386348,0.1683386097143218
+1.0,305.0,0.0,-70411.04581364547,0.1672134367756816
+1.0,305.0,0.2,-70069.393948575,0.16727510797933506
+1.0,305.0,0.4,-69842.48393019079,0.16782096000090266
+1.0,305.0,0.8,-69388.87151220902,0.16723818217558048
+1.0,305.0,1.2,-68938.57205065686,0.16830819115610338
+1.0,305.0,2.0,-68045.15680074909,0.16879695542991494
+1.0,305.0,2.5,-67493.8519046391,0.16952054201035707
+1.0,305.0,5.0,-64843.38129617842,0.16958749475770596
+1.0,305.0,7.5,-62424.116647475734,0.1687740260342268
+1.0,305.0,10.0,-60244.77156685029,0.16280284871324893
+1.0,305.0,12.0,-58597.90233017087,0.1598904533660226
+1.0,305.0,15.0,-56170.624127802694,0.15498019560956316
+1.0,305.0,18.0,-53762.72410644623,0.1511180938574141
+1.0,305.0,20.0,-52162.97422695863,0.14704315988841934

results_new/0305/NR_Model_Noise/w-tau-nmax2_True__fitnoise_True/best_values_305_w-tau_nmax_2.csv

@@ -7,3 +7,59 @@ max val,0.2,0.5557095860949938,0.563337839712675,0.4044538532144649,11.683798228
 max val ml,0.2,0.5557188601716607,0.5634831488884972,0.40383481466411664,11.67852402622359,5.110535830809937,3.999693617547764,0.9883787738434182,1.1811892947818947,0.8221609533995341,1.4154954583997557,5.577743524684435,3.6449560145666493,-5.692297394596146
 lower bound,0.2,0.5556415421524266,0.5615768000801711,0.4009107461337504,11.673777509147698,5.02754086416484,3.9898018367066204,0.9812118967505303,1.1738542627667001,0.797691818873626,1.4102370183732882,5.556435734444274,3.6282472312277165,-5.812484873881355
 higher bound,0.2,0.5557787505192686,0.5651739901399325,0.408354051359859,11.693647685746406,5.14632804457346,3.999711038038689,0.991031173779543,1.1959652589208456,0.8664044467235839,1.419669739067415,5.616391563422744,3.6562275919390728,-5.580116764345284
+max val,0.0,0.5557518569713048,0.5616775174420827,0.40371082726446933,11.684872514777373,5.112320018906418,3.9975304075195903,0.9856693246987636,1.1892578176912267,0.8122340644750483,1.4179765982970058,5.569551372745708,3.6349362976494684,-5.538401273075838
+max val ml,0.0,0.5557294919103293,0.5618834310968249,0.403626590181697,11.684498289211863,5.104343929347967,3.9989011679275337,0.9856190357361092,1.1881177555768276,0.8135259584679916,1.4165040186761704,5.5702796188619805,3.635333953431566,-5.542476517414304
+lower bound,0.0,0.5556847336261428,0.559982432950475,0.40002005311889866,11.6750373497258,5.057505854642375,3.990843277959876,0.9809286290681927,1.179135299931378,0.7800765236298809,1.4133853122044753,5.541645075096335,3.6217046997842437,-5.639971239564687
+higher bound,0.0,0.5558210812906674,0.563317843988149,0.4071200084147353,11.694532240900354,5.169277109837797,3.9997273282641217,0.9905535020291606,1.200063951961414,0.8430913195860723,1.4227497354663996,5.596345857761057,3.647478280419784,-5.441188883860313
+max val,0.2,0.5557084840776679,0.5634044852522081,0.4047475746881899,11.684103572141485,5.08656331511183,3.9973126103159182,0.9859212329886409,1.1847889929284814,0.8316918194864552,1.4148302351600284,5.586139576112243,3.6427089254378116,-5.6919420257308175
+max val ml,0.2,0.5557054980542318,0.5633241967540413,0.40372432848136575,11.681465743407275,5.10422730768645,3.999563450594853,0.9873904719801123,1.1810168265372556,0.8214511195273242,1.4146145213672707,5.5772550520205195,3.6437728243019545,-5.694935084732549
+lower bound,0.2,0.5556407160462921,0.5616931758571715,0.40124253688581835,11.674318410188826,5.028274048708351,3.9901145486523357,0.9810895686590956,1.1739650777624233,0.8004388111438063,1.4102293391534233,5.558939765295338,3.629135956570874,-5.81190466197496
+higher bound,0.2,0.5557758603418933,0.5651588252335796,0.40829453390376824,11.693935471813369,5.140975211014291,3.999711682525427,0.9907622331903051,1.1959686187015672,0.8657664872031279,1.4194183515721348,5.616075793492157,3.656199476546943,-5.579149992772834
+max val,0.4,0.5556820925766444,0.564491692349154,0.4052072749941688,11.68335371968286,5.072982273407016,3.997053832207656,0.9862206202650977,1.1813111964835759,0.842968180584654,1.412925769723723,5.595971327858756,3.6474709475089666,-5.805320094617837
+max val ml,0.4,0.5556823768105821,0.5644882111291712,0.40507787437984694,11.685194837859278,5.065126169127221,3.999574899724449,0.9855612837979454,1.1810504626158391,0.8434799755452036,1.4127699978071673,5.597169487476255,3.647681668563839,-5.821217135224135
+lower bound,0.4,0.5556151069166497,0.5626780022139085,0.4013596397094066,11.67324226546437,5.0131240821801,3.989268647205847,0.9813897082997969,1.1702780552078043,0.8080564880325997,1.4083246098651527,5.565218888466536,3.6330009039047626,-5.940899169264263
+higher bound,0.4,0.5557501971312133,0.5663658665621287,0.4089264296464759,11.693105958002697,5.133858903729941,3.9996907289442216,0.9912460498282052,1.192975981340663,0.8788484219559569,1.4175951604229353,5.627551640956094,3.6618964793004376,-5.680324829068411
+max val,0.8,0.555631903628031,0.5667144617330602,0.4064194821967243,11.682616585128656,5.042377750528371,3.9966725802279472,0.9864293747937564,1.1745653909864815,0.8677084306792294,1.4092615077622523,5.6179300155231156,3.657736887075892,-6.088902064500196
+max val ml,0.8,0.5556255079306941,0.5673300072360622,0.4078674398662458,11.685857671512727,5.0191084683798035,3.9997898692451654,0.9848232896553346,1.1737616415744052,0.8828178115523194,1.4086618830916786,5.632256770517109,3.6638751981321565,-6.070170422193893
+lower bound,0.8,0.5555655193955922,0.564768710880231,0.40250652346286736,11.672593355640554,4.981592592079972,3.9873198570213875,0.9816472278558362,1.1628324441242652,0.830515418101599,1.4047230723730335,5.58482033613339,3.6420383846831963,-6.283773311036928
+higher bound,0.8,0.5556988883362981,0.5687142095087612,0.4102254239458085,11.69231628362614,5.105278546901237,3.9996504867118494,0.9914045267335005,1.1868815902353254,0.9052249519126188,1.4139034295715487,5.651164100272592,3.6735715427054987,-5.919583644006575
+max val,1.2,0.5555827341619337,0.5690314854191008,0.4078592650110534,11.682584936542309,5.0122364591493245,3.996186476501247,0.986274858725209,1.167145209090426,0.8938092112894965,1.4056746882785878,5.641580510966461,3.6693568120413578,-6.54465339988981
+max val ml,1.2,0.5555972298611902,0.5685839302129794,0.4070994906748048,11.683055014216958,5.021330360333098,3.9998492631089406,0.9862421558020129,1.166568718985308,0.8867404819360829,1.40670808253565,5.6361058038592855,3.6680064941038926,-6.50671927780515
+lower bound,1.2,0.5555178116923563,0.5669897560216546,0.40410529608766366,11.673142993518764,4.948386058174178,3.9862722625623133,0.9816080988513431,1.1548612040313757,0.8577771452043841,1.4012725484300061,5.608891843919621,3.652563432666346,-6.957570517700017
+higher bound,1.2,0.5556485086310377,0.5711134332726278,0.4117150044904365,11.691952780288846,5.0704998235624394,3.99959024789774,0.990971559268156,1.1803114825900547,0.9342424568621319,1.41022666738773,5.677660593437293,3.6860094380952972,-6.258679946178628
+max val,2.0,0.5554689902672482,0.5758194258648366,0.4123821217231093,11.685188216541917,4.9233965597212705,3.9929916106831054,0.9846608344449227,1.14429301314457,0.9758915632309055,1.3971837654398818,5.719033928602188,3.70584567345669,-9.405050957905647
+max val ml,2.0,0.5554516445561208,0.5763219292218941,0.4124583046207382,11.682702049836408,4.936065955198687,3.9993800465530693,0.9859709494013686,1.1366954206928788,0.9729200549820515,1.3961980710023612,5.717383564583495,3.712245249684094,-9.070571981544404
+lower bound,2.0,0.5554073801177987,0.5733917311721715,0.4080754858662796,11.675752655907672,4.854213962887366,3.9752260355062012,0.9799495495719903,1.1284400082518613,0.9322244659834458,1.393025017939405,5.678483176278064,3.682127807845702,-15.313659360745884
+higher bound,2.0,0.5555318755182899,0.5782238219889205,0.4167069849389912,11.694683132603924,4.9865732019070546,3.9992268290984,0.9894049777268339,1.1624595049370243,1.0243016495148143,1.4014423461800836,5.7638142065883855,3.727794962096479,-7.542694555608499
+max val,2.5,0.5554090219210229,0.5806467095455142,0.41623300068760744,11.68873142540504,4.861246725760111,3.9884286880154973,0.9826953515965259,1.127644293663567,1.0416491504830478,1.3926805056385223,5.782718047001668,3.733976209213791,-9.388492233703495
+max val ml,2.5,0.5553985889081795,0.5809019112013365,0.41576202792616,11.689838800611382,4.870915811697444,3.9992607973831142,0.9822434054096446,1.1162182799827056,1.033109350602066,1.3917969577140339,5.778792167489323,3.7422683697545986,-9.402857000460557
+lower bound,2.5,0.5553468987950608,0.5776213025031506,0.41142310118577874,11.679075677780538,4.780710725364196,3.9599319927671295,0.9777728032054466,1.1068031897490302,0.9901075649389245,1.3884895120143934,5.733537194980724,3.7019411415379633,-15.550970428288483
+higher bound,2.5,0.5554729524563222,0.5836516361345058,0.4212043713518718,11.698640317244072,4.930357358862428,3.9987214832804687,0.9875109179165362,1.1545903692872912,1.101302423010422,1.3970023082144567,5.8391248345632345,3.763131015588935,-7.621828463110219
+max val,5.0,0.5553232955049288,0.5958311774365085,0.43227733290450643,11.701809423574318,4.627750038839346,3.8810142476331593,0.9754094555334059,1.1156988804563444,1.3729145459586052,1.386236270711994,6.066448221737225,3.8093597649642263,-9.835202807843267
+max val ml,5.0,0.5552836058578978,0.5990226004260639,0.43258985993677446,11.700910999923419,4.689257083361121,3.935035696801304,0.9759839825136896,1.0428540286772334,1.3412198929617396,1.3832206583665294,6.06660785811913,3.8608325879529586,-17.28843317709142
+lower bound,5.0,0.5552521027896546,0.5882481404767944,0.42300536153173895,11.690826761003134,4.458695173273543,3.7457426805457086,0.9703492132223788,1.0063037928069896,1.2274644353166835,1.3813050888921996,5.940955450804735,3.687077862391753,-17.928707418633508
+higher bound,5.0,0.5553985142433069,0.6035061160162707,0.44084810190458285,11.712155542958252,4.777735672574993,3.9769895695438353,0.981018755715309,1.2724962347410902,1.5472246770438445,1.3915167120415353,6.2011665879479745,3.909121551649724,-7.609821583311245
+max val,7.5,0.5553470769738252,0.5946057669690438,0.4342151941360655,11.703236019717554,4.507895650488076,3.7424935189626147,0.9746552687601634,1.2539058475928027,1.5409036150537359,1.388082854385901,6.1205462006955,3.708602006651106,-10.39300693991224
+max val ml,7.5,0.5553020435063097,0.603046421093497,0.4402173662027652,11.70488581202764,4.636325182929308,3.8828575171911055,0.973744923886348,1.028236512939057,1.4939955789313553,1.3848210771424567,6.17721563871683,3.9070759933678585,-14.553144130370963
+lower bound,7.5,0.5552667832111271,0.575550124952597,0.41634904199013095,11.693101374428801,4.1088978690719316,3.4298750098276605,0.9686844137919426,0.9863305311393185,1.284663932388588,1.3823277479695641,5.867790857524219,3.193796119776771,-17.701741380291523
+higher bound,7.5,0.5554321228481647,0.6053400572345148,0.4487117385259688,11.714933450192438,4.719545633066557,3.940758789163392,0.979699298496232,2.0427604531719354,1.8764192881867017,1.3941697371885402,6.256450623424468,3.9424341054251384,-7.672054813611318
+max val,10.0,0.5553459711085543,0.6132692951178228,0.4602815589907142,11.71239307616964,4.2813840414628945,3.639292588494313,0.9696712036101361,1.204507105096175,2.2621564685397058,1.3880318903644895,0.30410071382181564,3.9604786594556898,-9.187305812724723
+max val ml,10.0,0.5552854882878238,0.6122820856144437,0.4568125111298946,11.711138551473187,4.694787808437834,3.9255186629891554,0.9707256561770696,0.8337520714243616,1.6847072022454863,1.3836181737422126,0.018129553122509263,4.14944302665742,-16.168137526026698
+lower bound,10.0,0.5552784094602623,0.5981233150010822,0.44194463931158673,11.702634475107027,3.9841219233459224,3.410637854981673,0.9647681580844719,0.8331488347230505,1.7957838619444875,1.3833085088154842,0.044501687076452134,3.606143403710797,-14.055686896720179
+higher bound,10.0,0.5554195718468253,0.6324398949652275,0.4787906229198597,11.72242276652086,4.59296670630635,3.8297726684415316,0.9744691545070623,1.7318859208584085,2.9219292762574995,1.3931362945978476,0.7664989911077611,4.23241234612968,-7.265439112522447
+max val,12.0,0.5552895609825925,0.6035763724079427,0.4643615371392925,11.702645090226204,5.041123664374446,3.9184968568226983,0.9748289746319745,0.6544956957579129,1.8332041091615419,1.3835089291077816,6.044787364101512,4.351512793376086,-9.47952187599611
+max val ml,12.0,0.5550332166663798,0.6133186514321727,0.49148880434364484,11.708597473145703,7.2415483281052015,3.988617002814291,0.969431847901578,0.13221611477431588,2.450521375443881,1.3636335758266325,5.496055203660667,4.787882125318863,-7.408324317027809
+lower bound,12.0,0.5551909885223599,0.5881685913239358,0.4389534078115664,11.690385426642576,4.428655144452204,3.695690778126596,0.9690780425792919,0.3719149937410967,1.4478997392063626,1.3761329483883924,5.752781549432619,3.7917152667406597,-15.18635172703891
+higher bound,12.0,0.5553930844971964,0.6151188725303979,0.4823717328020667,11.71402744526669,5.674365988525299,3.9893317410314655,0.9811698214709271,1.28969558072242,2.2416685141523427,1.3911509351853053,6.239071092905035,4.624609873628339,-7.3078128006482
+max val,15.0,0.5553876036938108,0.6089929942914064,0.48119528137906986,11.710617203154545,3.9100336302313075,3.0715295451915745,0.9705189041284952,2.0572172328052565,5.822377926872835,1.391164390935819,0.7166227733764557,3.8308612648259603,-12.468787583694528
+max val ml,15.0,0.5552822290791857,0.6165421192976028,0.4823001931444062,11.703334831533155,5.49006504075394,3.560769468994777,0.9745318304252228,0.34589794150769515,3.265909350730244,1.3830606638269334,0.0626571697057907,4.466261441012758,-8.998710663963266
+lower bound,15.0,0.5553200025172393,0.5492677651312524,0.406712785683933,11.700034596426704,3.6178937319152564,1.9448841750957457,0.9657055794735097,0.7399901519098914,2.945737120258197,1.3865132988025932,0.1371469969066987,1.9303631329942128,-23.214792192291352
+higher bound,15.0,0.5554631514289858,0.64832403053962,0.5417165250568463,11.72050175294309,4.588143975151133,3.453494793418576,0.9759304079128278,4.202371933994677,19.30061994323344,1.396470456353959,5.663315505597529,4.7702290663151246,-7.756719940688043
+max val,18.0,0.5553816904384382,0.6114101210492751,0.4799463719341371,11.710164718913816,4.0282521606042625,2.6671949523640732,0.9707625617963455,1.8430085131704026,13.126042963077243,1.390825206222818,1.2592984053255956,3.6819715718184662,-10.230754005906036
+max val ml,18.0,0.5551470629154424,0.6292608712344914,0.4737896418161132,11.708419187540008,7.699386970987742,3.4306424403988967,0.9704238868707982,0.06519879798948762,4.969333619979449,1.3731330269640418,0.04820100557806863,4.1813777724951295,-15.74366928957934
+lower bound,18.0,0.5552019942484204,0.5433719390080703,0.3928574292094966,11.696302395403208,3.5584990302050157,0.4943356406734353,0.9651870883320831,0.08890175549951465,3.8331416280913184,1.3770286209429519,0.22577467600193896,0.9965706194392845,-23.1639659471874
+higher bound,18.0,0.5554606445878056,0.6490840777400978,0.6340913321858286,11.721553146179277,7.141987809808532,3.216623218595968,0.9777090919968304,5.516657732587339,26.77434181638036,1.396340078216847,5.883255807383114,5.3030003608668945,-7.198107273171088
+max val,20.0,0.5553357462269386,0.6536198031114342,0.5186461643696156,11.70051260689771,5.569605752894747,3.2981156516792876,0.9756581996024728,0.3178308050714515,9.807806482025512,1.3872980181747,3.956381854990221,3.3347527532481713,-12.57958591227044
+max val ml,20.0,0.5549729170331638,0.6097156967433777,0.4477970675767975,11.70583556222563,7.697254468336795,3.9613286600230464,0.9698854755872476,0.10105708768514648,2.254020331507006,1.3588668394584917,5.454494763117894,3.8031332571858734,-22.67793700344057
+lower bound,20.0,0.5550345528409607,0.5862026842368839,0.39929798962295054,11.68638015388075,3.998447803403332,2.6271641801320937,0.9686048266320522,0.04783873841695015,2.134929157747089,1.3632642606275116,0.37323512979524665,0.8691494546612096,-25.75092741850611
+higher bound,20.0,0.5554284965524734,0.720187956738427,0.6845089797325302,11.714312973250644,7.615186872058831,3.8740164357303533,0.9828599678660974,1.902164937961788,24.88588153682563,1.3938091989490013,6.094713196278276,5.942215995804299,-7.604087985592464

results_new/0305/NR_Model_Noise/w-tau-nmax2_True__fitnoise_True/summary305_w-tau_nmax_2.csv

 n,id,t_shift,dlogz,dlogz_err
 2,305,0.0,-68462.27605193615,0.207602967053194
 2.0,305.0,0.2,-68180.42354454755,0.20681406797537608
+2.0,305.0,0.0,-68463.02403362666,0.20865667846806013
+2.0,305.0,0.2,-68181.20714187567,0.20784796694966953
+2.0,305.0,0.4,-67996.82338237656,0.2084404186240978
+2.0,305.0,0.8,-67631.46826964944,0.20672881174309615
+2.0,305.0,1.2,-67275.7177448305,0.20775926947071424
+2.0,305.0,2.0,-66589.75629169034,0.2078256784439574
+2.0,305.0,2.5,-66179.8758228531,0.20518876343199602
+2.0,305.0,5.0,-64184.434729946384,0.19238522223307666
+2.0,305.0,7.5,-62195.9715612145,0.19117097217655227
+2.0,305.0,10.0,-60188.84885671054,0.1796236881210911
+2.0,305.0,12.0,-58578.16519958469,0.17531473066762157
+2.0,305.0,15.0,-56169.247705939575,0.16238930855570194
+2.0,305.0,18.0,-53762.48152627866,0.15900682922261364
+2.0,305.0,20.0,-52160.7723630914,0.16475946036070815

results_new/0305/NR_Model_Noise/w-tau-nmax3_True__fitnoise_True/best_values_305_w-tau_nmax_3.csv

@@ -7,3 +7,59 @@ max val,0.2,0.5553578498900823,0.6046330165216027,0.45191805135912255,0.38877979
 max val ml,0.2,0.5553205447268917,0.6064457216148282,0.4477321435208706,0.3960159689886338,11.713067537355467,4.572871035760652,3.7781818358995554,2.4438716130348,0.9693783803168197,0.9710264856649219,1.8887586607786506,0.5057638692990212,1.3862056329259753,0.0020202390960279135,4.0012607100480375,0.586385751729972,-9.38894802611538
 lower bound,0.2,0.5553092818050764,0.6010228345388994,0.4494165681324298,0.3731106998368048,11.707621415920254,4.381214519124234,3.6871284551223917,2.3101277416412485,0.9654452795682141,0.9791228489195044,1.834881417524466,0.39669766529638134,1.3855303310603817,0.003619815860405935,3.9583258636064156,0.5305088379362749,-8.735699920966262
 higher bound,0.2,0.5554086682495876,0.6097794287521024,0.45752363229820936,0.4093634187690314,11.721404662630775,4.548134953267576,3.8116237618194675,2.4864454817233255,0.9720061205801069,1.1046168958718616,2.221534857785882,0.6663550672388918,1.3920870152351326,0.1769355271860906,4.053923698157967,0.694686316317728,-7.42846738225176
+max val,0.0,0.5555425439681099,0.567237003133915,0.39785993252937885,0.5674729560821927,11.706121530558933,4.3904401503762704,3.4361013166263312,2.478872047533174,0.9732126056475243,1.8546343491995365,1.1626559895452355,0.6370111758260147,1.402707335437218,5.834279296004443,2.986345205446702,4.129427719073662,-8.135640444924835
+max val ml,0.0,0.5554741130816013,0.5734239465973057,0.4004185926103406,0.5681611414601815,11.704228050088728,4.38522420261971,3.542644221141127,2.494491531677653,0.973754555277589,1.749762768911486,1.1678569596613737,0.6113854176112811,1.3978918452237201,5.90375320497363,3.1140681318600785,4.221137587134605,-8.705663065961652
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+max val ml,15.0,0.5554129511295023,0.5737678174017918,0.36452856154928076,0.5767084246247106,11.71036296262053,3.7888860198762653,2.802277495332282,0.325409230080794,0.9707335293785304,3.5499579283763736,2.9844797277669173,28.2792308499827,1.3928910071983085,6.028358028764947,1.5506191457056968,1.3815089720538951,-7.844130212149686
+lower bound,15.0,0.5553744610012772,0.5380915370767824,0.36667896933727684,0.37848319731837415,11.706632481665153,3.578657523341961,1.1965080715162828,0.20523022481829853,0.9639419816402623,3.414320057243877,2.710681833628115,2.1902747663016804,1.390708667791895,5.313322029937303,0.6606747932704208,0.5921710614068433,-10.427601133899852
+higher bound,15.0,0.5554914343352992,0.5726472839339835,0.6653650015229333,0.6763118966777438,11.7239462514842,3.8972976820393352,2.515755708185355,2.2730154587857183,0.9723862011516768,5.377722846123858,27.639586302347002,27.115328460049028,1.3986127752439372,6.065052301564631,5.286925420478343,5.642462853669898,-6.865338152366249
+max val,18.0,0.5552269729801224,0.603091159544943,0.46007274693179084,0.5660355469019017,11.699183402466375,5.787775632354067,3.6515479470413506,1.9130867782586913,0.9763804732876635,0.323769399464814,3.0921028402198365,5.339675125955757,1.3790709800157763,5.6465883873453775,4.046880464618786,3.096995409569756,-7.78787151183662
+max val ml,18.0,0.5549361306823389,0.6027261373134769,0.4592489673210376,0.6322216669809051,11.70571913663623,7.698403528611395,3.9870898644485684,2.1127316935551126,0.970589897274667,0.1128546171487616,2.28137333002505,11.607258363990068,1.3551299376687038,5.151995828177759,4.094848123991232,1.6280802121706495,-11.741004916754868
+lower bound,18.0,0.5549841715300823,0.5721292075984002,0.42253070944474147,0.39466659585897534,11.679779588953087,3.711884101305491,2.242055026528665,0.5008491843300283,0.968085082954305,0.13447988125533955,2.011386291226868,0.6298634250421589,1.358389157990256,0.47150202282482434,2.6750144397850386,0.7504530239753222,-16.186159648790014
+higher bound,18.0,0.555424614511717,0.6332671377626224,0.5747549555140286,0.6775384702103362,11.71568206908481,7.410047716071119,3.9557655243627083,2.416775305882711,0.9865099858780274,4.00930114789824,22.163887397099344,25.95534287001453,1.3937839475776226,6.195856017435659,5.087956964951861,5.655710262153452,-6.591037113431582
+max val,20.0,0.5552228173696115,0.6306051299791501,0.42714651286921757,0.5527018026414864,11.700208135276142,6.489585249456452,3.1489099999518713,0.679418874262861,0.9754616297620053,0.15215070576236261,6.877258124774553,23.175987395854023,1.3784211654457976,0.5337339650888772,2.9658184162530388,3.9573220141946686,-8.137545162169495
+max val ml,20.0,0.5550810947531684,0.6287465986575378,0.43397565908707103,0.5475254967321272,11.705506256199712,7.694538537843493,3.589264284077697,1.2855207754828515,0.9711674876678487,0.0739281695376299,3.3499476401107677,27.445025157261167,1.3678199406078937,0.06251919935450678,3.3216625379018665,1.6588024264002241,-17.936774296030492
+lower bound,20.0,0.5550984336226981,0.606179755188158,0.3767533068739456,0.38644997789604263,11.687125279786244,4.125404207738995,2.7830772710332154,0.08843985509527058,0.9688082758996025,0.0682849617968261,3.2501703058322136,5.855111217628853,1.3693262672307809,0.08972024909611083,1.4807167976736213,1.04326724530418,-14.988971640637434
+higher bound,20.0,0.5553967719936979,0.6527227279279644,0.5901108530924938,0.6801069293439814,11.713423512815613,7.587978477822373,3.507553673883509,1.9273790057054683,0.9820962949184739,1.439466415249429,16.009079030630964,29.139849615315626,1.3916956280865849,3.543394564017231,4.082083364482222,5.936651789446089,-6.658341742454062

results_new/0305/NR_Model_Noise/w-tau-nmax3_True__fitnoise_True/summary305_w-tau_nmax_3.csv

 n,id,t_shift,dlogz,dlogz_err
 3,305,0.0,-68203.92261472954,0.2566831874207426
 3.0,305.0,0.2,-67971.66493481748,0.252224104357256
+3.0,305.0,0.0,-68244.52296902456,0.27824874809839334
+3.0,305.0,0.2,-67991.52629731367,0.268798288140049
+3.0,305.0,0.4,-67834.28204325406,0.2638517737346525
+3.0,305.0,0.8,-67516.47850533364,0.2507051355901306
+3.0,305.0,1.2,-67213.50301159629,0.25380699540555735
+3.0,305.0,2.0,-66590.4802362847,0.24670280369352016
+3.0,305.0,2.5,-66200.8269316665,0.244079505207229
+3.0,305.0,5.0,-64225.22668510817,0.2202848237789895
+3.0,305.0,7.5,-62214.16664891817,0.19750327309682153
+3.0,305.0,10.0,-60199.85922175393,0.1815972089122251
+3.0,305.0,12.0,-58589.11979004418,0.17589321184324094
+3.0,305.0,15.0,-56174.647411291335,0.1661617709727522
+3.0,305.0,18.0,-53763.2892627655,0.17173040959049402
+3.0,305.0,20.0,-52162.979991422704,0.1714192098437597

results_new/0305/NR_Model_Noise/w-tau-nmax4_True__fitnoise_True/summary305_w-tau_nmax_4.csv

 n,id,t_shift,dlogz,dlogz_err
 4,305,0.0,-68280.46164636467,0.3112232260609119
+4.0,305.0,0.0,-68297.20061928155,0.3179012277845583
+4.0,305.0,0.2,-68087.23349797675,0.2950014651825089
+4.0,305.0,0.4,-67887.82379961449,0.3081644500234123
+4.0,305.0,0.8,-67588.50824420102,0.3125337847774875
+4.0,305.0,1.2,-67288.82009915022,0.3176406852410567
+4.0,305.0,2.0,-66614.05296289638,0.25996254575865974
+4.0,305.0,2.5,-66259.33171699673,0.28298469126341136
+4.0,305.0,5.0,-64256.00854000637,0.24199924436508977
+4.0,305.0,7.5,-62238.34231235688,0.2131937326380331
+4.0,305.0,10.0,-60205.8837121381,0.1843363362494085
+4.0,305.0,12.0,-58591.580346541006,0.17894058706251723
+4.0,305.0,15.0,-56175.37111226012,0.16767561028086908
+4.0,305.0,18.0,-53767.79705585883,0.15998348573366758
+4.0,305.0,20.0,-52166.651028313594,0.1579767004942674

results_new/0305/NR_Model_Noise/w-tau-nmax5_True__fitnoise_True/summary305_w-tau_nmax_5.csv

 n,id,t_shift,dlogz,dlogz_err
 5,305,0.0,-68409.61804053547,0.36259378166161804
+5.0,305.0,0.0,-68429.33177725831,0.3904960632747661
+5.0,305.0,0.2,-68051.42421607503,0.31466891903983857
+5.0,305.0,0.4,-67933.86988327093,0.342136421548886
+5.0,305.0,0.8,-67624.0190349492,0.2745626994788876
+5.0,305.0,1.2,-67336.51808330072,0.33801782813893255
+5.0,305.0,2.0,-66616.83974244968,0.25354397739483486
+5.0,305.0,2.5,-66279.08466796846,0.30523921446105895
+5.0,305.0,5.0,-64275.0263689172,0.25258431340117743
+5.0,305.0,7.5,-62245.953724656494,0.2153324434017529
+5.0,305.0,10.0,-60208.69064310982,0.18614454264666916
+5.0,305.0,12.0,-58592.766134602665,0.17821733565082692
+5.0,305.0,15.0,-56177.11307939131,0.16967522747401778
+5.0,305.0,18.0,-53768.34475228864,0.16086290890055815
+5.0,305.0,20.0,-52167.921009719204,0.15889305108306512

results_new/0305/NR_Model_Noise/w-tau-nmax6_True__fitnoise_True/summary305_w-tau_nmax_6.csv

 n,id,t_shift,dlogz,dlogz_err
 6,305,0.0,-69051.14673087213,0.4079652108722449
+6.0,305.0,0.0,-68728.60204843251,0.48946606190167297
+6.0,305.0,0.2,-68210.57522882558,0.2807327942517296
+6.0,305.0,0.4,-67954.22770070063,0.3558159937072025
+6.0,305.0,0.8,-67737.35886335264,0.3678799223032538
+6.0,305.0,1.2,-67411.20021867618,0.35007996608011105
+6.0,305.0,2.0,-66750.3623423727,0.32914653217433254
+6.0,305.0,2.5,-66317.09834889973,0.30455770322064646
+6.0,305.0,5.0,-64298.99650965227,0.27656245436745236
+6.0,305.0,7.5,-62251.21121793189,0.22405089520000937
+6.0,305.0,10.0,-60210.71918263317,0.1845037280484641
+6.0,305.0,12.0,-58593.784905966924,0.17982788671111513
+6.0,305.0,15.0,-56178.235754169786,0.17128109977912132
+6.0,305.0,18.0,-53770.27518646427,0.16312710855685217
+6.0,305.0,20.0,-52168.21097019535,0.15631622483169158

results_new/0305/NR_Model_Noise/w-tau-nmax7_True__fitnoise_True/summary305_w-tau_nmax_7.csv

 n,id,t_shift,dlogz,dlogz_err
 7,305,0.0,-70775.09133354263,0.4030347653337349
+7.0,305.0,0.0,-69786.07312920025,0.2706293711553714
+7.0,305.0,0.2,-68238.13294145947,0.3004784868419337
+7.0,305.0,0.4,-67978.9311214637,0.37225809951528
+7.0,305.0,0.8,-67727.47309331484,0.39684784423333175
+7.0,305.0,1.2,-67391.86882200575,0.36012327500920627
+7.0,305.0,2.0,-66745.58381145728,0.32156253255099004
+7.0,305.0,2.5,-66273.5121185972,0.2588431893525858
+7.0,305.0,5.0,-64313.0645231747,0.27420789366276865
+7.0,305.0,7.5,-62255.23823679411,0.21014660160852972
+7.0,305.0,10.0,-60225.7638238589,0.20126761365281048
+7.0,305.0,12.0,-58596.14499505913,0.18249979896903487
+7.0,305.0,15.0,-56181.86099557788,0.1757834640644977
+7.0,305.0,18.0,-53771.08083380812,0.16402389232979467
+7.0,305.0,20.0,-52167.89151681399,0.15780048160513707