updating files

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,0.0,0.9638050060504596,3.306259240715403,4.190503449508882,1.8634893278477853,1.374946180475723,5.363110030176641,2.557064856228585,5.815916428328881,0.9518064163251401,0.6903566829830934,-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
-max val,0.0,0.9637730010106919,3.3060562220257936,4.189867374753583,1.862892869118193,1.3750174853260277,5.363183222632788,2.556994144604079,5.815690901751613,0.951808550952197,0.690357449050783,-4.648767686815219
-max val ml,0.0,0.9646496204358275,3.3065277121665777,4.186956532303929,1.8612206469949475,1.3746120369435657,5.361485905776676,2.5551717534629996,5.813910369857463,0.9517346574485521,0.6902685639560701,-4.649459642373245
-lower bound,0.0,0.961053910118256,3.2823352632657334,4.134352946717318,1.8258219683919554,1.372144948876485,5.355931291397578,2.5437077549658516,5.79591881566259,0.9514674428036007,0.6899065015083831,-4.698518227346792
-higher bound,0.0,0.966426790084823,3.3303079796041755,4.248471758441005,1.9024974499253309,1.3778733794924032,5.370612635097635,2.5709266462258973,5.836415026108367,0.9521666329607401,0.690827653307049,-4.59912179020202
-max val,0.2,0.964364594360898,3.3494031420477888,4.370633889644782,2.022574173458665,1.3772594281525488,5.371613672057489,2.5652834577819346,5.817499704765505,0.951690762512635,0.690272618646257,-4.763387515313909
-max val ml,0.2,0.9648541152452469,3.3512201302936977,4.371699414674461,2.021205766278676,1.3773301971277798,5.371676512910931,2.5654719672082233,5.818009905564665,0.9516618604456382,0.6902085664531791,-4.7612329039758485
-lower bound,0.2,0.9617800429904855,3.3257929185719344,4.311259042900519,1.9805586284569552,1.3744514129271277,5.364611886113076,2.552130000767389,5.797680228782317,0.9513593671374814,0.6898420283311404,-4.817671597143889
-higher bound,0.2,0.966937544964948,3.373891661398942,4.431391806300993,2.0648669686130896,1.380086302787711,5.378864114728576,2.5787932650385463,5.8376220523972915,0.952027239651795,0.6907183607821009,-4.7092487600048685
-max val,0.4,0.9647900659282693,3.3773502341371344,4.490035266685611,2.13138126978221,1.378690057284133,5.376809693107179,2.5701291852059955,5.817990565214156,0.9516112148921274,0.6902207306845647,-4.843417252025301
-max val ml,0.4,0.9650918150098364,3.3785223187942646,4.493428183393894,2.1344730451776717,1.3782655148493663,5.376758613689044,2.5707504368758594,5.819280353028175,0.9515703368124933,0.6901601090749672,-4.8508550164405335
-lower bound,0.4,0.9621719952015222,3.353341025289033,4.428892259430731,2.0868533265126032,1.375986916968469,5.369867596948671,2.5568950719882677,5.798121267186645,0.9512869839607501,0.6897938530795947,-4.900502486706451
-higher bound,0.4,0.9673658598565434,3.4020369639171872,4.552592565020561,2.1770346856253586,1.3814543515908377,5.384277505303844,2.584267614021424,5.83916664330355,0.9519484199548949,0.6906715432894044,-4.786540266568366
-max val,0.8,0.9652996515104704,3.429580447764187,4.727692347634956,2.3605087709079813,1.3812294813198895,5.387088874587378,2.5802349096015718,5.819821531471197,0.9514945217368729,0.6901448623399647,-5.018812482872399
-max val ml,0.8,0.9647281643434609,3.4289091824942477,4.731795437291695,2.363904025382616,1.3814597277209046,5.388573961044335,2.5819992658672715,5.821059019195867,0.9515669965970892,0.6902682199661392,-5.0306418298938596
-lower bound,0.8,0.9628885210899407,3.4049568152021457,4.659611522165455,2.3083460634447737,1.3784911887343088,5.379922801283134,2.5665833749297167,5.799005970122964,0.9511734537659533,0.689726416041301,-5.084924764965638
-higher bound,0.8,0.9678143776358186,3.4538948083164938,4.793715415398709,2.411555034730837,1.383982105579489,5.394306864712919,2.594006312890733,5.840683605419654,0.9518024720458031,0.6905660445771626,-4.950465300676818
-max val,1.2,0.9659175470172126,3.4788547575106907,4.96342746721217,2.6015198511422493,1.3836084895074454,5.3965630835714125,2.5895026503641025,5.82086710549527,0.9513712689581173,0.6900596095637386,-5.211337866844179
-max val ml,1.2,0.9660542073302207,3.482280250182439,4.972825533805514,2.6080972271310356,1.3841594001986006,5.3974292903273575,2.590330795794774,5.821324582674476,0.9513357118770518,0.6900971821275179,-5.2125656716872015
-lower bound,1.2,0.9634225494753932,3.453884065547987,4.890212731301482,2.540710051001654,1.3810152321939242,5.389297535885602,2.5752123412436783,5.798823164504566,0.9510653550941726,0.6896550771288084,-5.297154879387371
-higher bound,1.2,0.9683294067920111,3.5042986784175922,5.0379276550069125,2.6632428820177605,1.38625107531191,5.403978528023037,2.6037481830439466,5.84278282215674,0.951685278023082,0.6904814607607792,-5.130198546104655
-max val,2.0,0.9667258258735015,3.56778773482904,5.424466427906147,3.1158424020908937,1.3877697962892555,5.413817225286576,2.6062727138868076,5.821488285079734,0.9511745747519655,0.6899423912634497,-5.766005862139274
-max val ml,2.0,0.9671986701102739,3.5639313983796455,5.407752244379279,3.1031842793657063,1.3870682326098702,5.412164993271579,2.6051463711623457,5.821276061313096,0.951124736507863,0.6898227750406163,-5.786280012892018
-lower bound,2.0,0.9643214300175026,3.541333839018972,5.335590721884,3.0326429162530166,1.3851405157690821,5.406129403965136,2.5910494058003697,5.797478465303672,0.9508732870582541,0.6895414587906773,-5.964664166376448
-higher bound,2.0,0.9691146196386191,3.59545260174318,5.515097747093515,3.2007146406366522,1.3903665995403953,5.421696792912309,2.621437844268334,5.844989134159166,0.9514752568071589,0.6903482368383008,-5.609436402243983
-max val,2.5,0.9672589559826914,3.6128925473619677,5.679271217703666,3.4295289305622276,1.3895213874922325,5.422210838751012,2.6148325204716474,5.82166331730277,0.9510580684851813,0.6898456456118435,-8.829667693237088
-max val ml,2.5,0.9666016524956055,3.61945576248525,5.719334438154585,3.4742495188893754,1.3905312538231727,5.425914361643952,2.620012023975505,5.8275380161551,0.9511164072922498,0.6899347269926285,-6.747062337800397
-lower bound,2.5,0.9650028242340819,3.5879661090234833,5.594224796576679,3.3458826355390623,1.3871249017637124,5.415061258911588,2.5996472997139155,5.797059394120203,0.9507720274025879,0.6894668342467885,-24.51930062508829
-higher bound,2.5,0.9695179154124316,3.6401395058938615,5.775728778908324,3.526940801748509,1.3919451627234518,5.429332896749419,2.6291887568282872,5.844469427486079,0.9513332991424879,0.6902028959650379,-6.370140806942658
-max val,5.0,0.9662919131667301,3.8672027262013855,7.521427125217153,6.265155592924481,1.4003844641374616,5.479154317149135,2.6750912995190337,5.824100311095548,0.9510338766619169,0.6901537327480388,-10.202726846290776
-max val ml,5.0,0.9657989248729981,3.8660065060234166,7.549293208062819,6.336154325429242,1.4007194271642545,5.481836931734417,2.6817828273526154,5.834482965637631,0.9510927099340976,0.6902474436133458,-11.619110100313527
-lower bound,5.0,0.9637060082758137,3.81757990324049,7.243149976118919,5.808088338067867,1.3976803756506018,5.466141144741996,2.6362004195382425,5.746047835687054,0.9507170542797648,0.6897437786978322,-20.461373423038708
-higher bound,5.0,0.9688711729335964,3.9171089327912583,7.799004859987891,6.722405872563991,1.4031203878928575,5.492159684567111,2.7145683818551527,5.90087384536377,0.9513467410881045,0.6905701617112823,-7.569107660596146
-max val,7.5,0.9663490508159769,3.8884537725280746,7.619350861508622,6.26071133514716,1.4010367518899316,5.480808523566521,2.6688837336202833,5.793847853255934,0.9510232027129972,0.6901604103538082,-12.571301612823198
-max val ml,7.5,0.9658665035651592,3.9097813594357222,7.947433152518449,7.107314881189234,1.401826179350735,5.4896050888921675,2.6894074636866607,5.834448581630106,0.9510663715741727,0.6902419070233891,-26.931281645108374
-lower bound,7.5,0.9635309003409818,3.7964391563210547,6.743078004174287,3.9148928105510725,1.3980745623473252,5.458370705572276,2.562078551889887,5.340976995446929,0.9506969588720098,0.6897324733450507,-24.3922889400554
-higher bound,7.5,0.9690697689599266,3.976030183537635,8.449192553928507,8.50605275043591,1.40393474881891,5.503101718520605,2.7759640848258402,6.121720239748728,0.9513639228658525,0.690602212628312,-7.872165317080221
-max val,10.0,0.9667745272870083,3.793496336292308,5.3981977608136456,7.007850216187257,1.399658306254335,5.457657165401568,2.6182454914128166,2.1635111378816694,0.9509935309032438,0.6900827357151877,-14.583883546178116
+;tshift;$A_0$;$A_1$;$A_2$;$A_3$;$\phi_0$;$\phi_1$;$\phi_2$;$\phi_3$;mass;spin;noise
+max val;0.0;0.9637730010106919;3.3060562220257936;4.189867374753583;1.862892869118193;1.3750174853260277;5.363183222632788;2.556994144604079;5.815690901751613;0.951808550952197;0.690357449050783;-4.648767686815219
+max val ml;0.0;0.9646496204358275;3.3065277121665777;4.186956532303929;1.8612206469949475;1.3746120369435657;5.361485905776676;2.5551717534629996;5.813910369857463;0.9517346574485521;0.6902685639560701;-4.649459642373245
+lower bound;0.0;0.961053910118256;3.2823352632657334;4.134352946717318;1.8258219683919554;1.372144948876485;5.355931291397578;2.5437077549658516;5.79591881566259;0.9514674428036007;0.6899065015083831;-4.698518227346792
+higher bound;0.0;0.966426790084823;3.3303079796041755;4.248471758441005;1.9024974499253309;1.3778733794924032;5.370612635097635;2.5709266462258973;5.836415026108367;0.9521666329607401;0.690827653307049;-4.59912179020202
+max val;0.2;0.964364594360898;3.3494031420477888;4.370633889644782;2.022574173458665;1.3772594281525488;5.371613672057489;2.5652834577819346;5.817499704765505;0.951690762512635;0.690272618646257;-4.763387515313909
+max val ml;0.2;0.9648541152452469;3.3512201302936977;4.371699414674461;2.021205766278676;1.3773301971277798;5.371676512910931;2.5654719672082233;5.818009905564665;0.9516618604456382;0.6902085664531791;-4.7612329039758485
+lower bound;0.2;0.9617800429904855;3.3257929185719344;4.311259042900519;1.9805586284569552;1.3744514129271277;5.364611886113076;2.552130000767389;5.797680228782317;0.9513593671374814;0.6898420283311404;-4.817671597143889
+higher bound;0.2;0.966937544964948;3.373891661398942;4.431391806300993;2.0648669686130896;1.380086302787711;5.378864114728576;2.5787932650385463;5.8376220523972915;0.952027239651795;0.6907183607821009;-4.7092487600048685
+max val;0.4;0.9647900659282693;3.3773502341371344;4.490035266685611;2.13138126978221;1.378690057284133;5.376809693107179;2.5701291852059955;5.817990565214156;0.9516112148921274;0.6902207306845647;-4.843417252025301
+max val ml;0.4;0.9650918150098364;3.3785223187942646;4.493428183393894;2.1344730451776717;1.3782655148493663;5.376758613689044;2.5707504368758594;5.819280353028175;0.9515703368124933;0.6901601090749672;-4.8508550164405335
+lower bound;0.4;0.9621719952015222;3.353341025289033;4.428892259430731;2.0868533265126032;1.375986916968469;5.369867596948671;2.5568950719882677;5.798121267186645;0.9512869839607501;0.6897938530795947;-4.900502486706451
+higher bound;0.4;0.9673658598565434;3.4020369639171872;4.552592565020561;2.1770346856253586;1.3814543515908377;5.384277505303844;2.584267614021424;5.83916664330355;0.9519484199548949;0.6906715432894044;-4.786540266568366
+max val;0.8;0.9652996515104704;3.429580447764187;4.727692347634956;2.3605087709079813;1.3812294813198895;5.387088874587378;2.5802349096015718;5.819821531471197;0.9514945217368729;0.6901448623399647;-5.018812482872399
+max val ml;0.8;0.9647281643434609;3.4289091824942477;4.731795437291695;2.363904025382616;1.3814597277209046;5.388573961044335;2.5819992658672715;5.821059019195867;0.9515669965970892;0.6902682199661392;-5.0306418298938596
+lower bound;0.8;0.9628885210899407;3.4049568152021457;4.659611522165455;2.3083460634447737;1.3784911887343088;5.379922801283134;2.5665833749297167;5.799005970122964;0.9511734537659533;0.689726416041301;-5.084924764965638
+higher bound;0.8;0.9678143776358186;3.4538948083164938;4.793715415398709;2.411555034730837;1.383982105579489;5.394306864712919;2.594006312890733;5.840683605419654;0.9518024720458031;0.6905660445771626;-4.950465300676818
+max val;1.2;0.9659175470172126;3.4788547575106907;4.96342746721217;2.6015198511422493;1.3836084895074454;5.3965630835714125;2.5895026503641025;5.82086710549527;0.9513712689581173;0.6900596095637386;-5.211337866844179
+max val ml;1.2;0.9660542073302207;3.482280250182439;4.972825533805514;2.6080972271310356;1.3841594001986006;5.3974292903273575;2.590330795794774;5.821324582674476;0.9513357118770518;0.6900971821275179;-5.2125656716872015
+lower bound;1.2;0.9634225494753932;3.453884065547987;4.890212731301482;2.540710051001654;1.3810152321939242;5.389297535885602;2.5752123412436783;5.798823164504566;0.9510653550941726;0.6896550771288084;-5.297154879387371
+higher bound;1.2;0.9683294067920111;3.5042986784175922;5.0379276550069125;2.6632428820177605;1.38625107531191;5.403978528023037;2.6037481830439466;5.84278282215674;0.951685278023082;0.6904814607607792;-5.130198546104655
+max val;2.0;0.9667258258735015;3.56778773482904;5.424466427906147;3.1158424020908937;1.3877697962892555;5.413817225286576;2.6062727138868076;5.821488285079734;0.9511745747519655;0.6899423912634497;-5.766005862139274
+max val ml;2.0;0.9671986701102739;3.5639313983796455;5.407752244379279;3.1031842793657063;1.3870682326098702;5.412164993271579;2.6051463711623457;5.821276061313096;0.951124736507863;0.6898227750406163;-5.786280012892018
+lower bound;2.0;0.9643214300175026;3.541333839018972;5.335590721884;3.0326429162530166;1.3851405157690821;5.406129403965136;2.5910494058003697;5.797478465303672;0.9508732870582541;0.6895414587906773;-5.964664166376448
+higher bound;2.0;0.9691146196386191;3.59545260174318;5.515097747093515;3.2007146406366522;1.3903665995403953;5.421696792912309;2.621437844268334;5.844989134159166;0.9514752568071589;0.6903482368383008;-5.609436402243983
+max val;2.5;0.9672589559826914;3.6128925473619677;5.679271217703666;3.4295289305622276;1.3895213874922325;5.422210838751012;2.6148325204716474;5.82166331730277;0.9510580684851813;0.6898456456118435;-8.829667693237088
+max val ml;2.5;0.9666016524956055;3.61945576248525;5.719334438154585;3.4742495188893754;1.3905312538231727;5.425914361643952;2.620012023975505;5.8275380161551;0.9511164072922498;0.6899347269926285;-6.747062337800397
+lower bound;2.5;0.9650028242340819;3.5879661090234833;5.594224796576679;3.3458826355390623;1.3871249017637124;5.415061258911588;2.5996472997139155;5.797059394120203;0.9507720274025879;0.6894668342467885;-24.51930062508829
+higher bound;2.5;0.9695179154124316;3.6401395058938615;5.775728778908324;3.526940801748509;1.3919451627234518;5.429332896749419;2.6291887568282872;5.844469427486079;0.9513332991424879;0.6902028959650379;-6.370140806942658
+max val;5.0;0.9662919131667301;3.8672027262013855;7.521427125217153;6.265155592924481;1.4003844641374616;5.479154317149135;2.6750912995190337;5.824100311095548;0.9510338766619169;0.6901537327480388;-10.202726846290776
+max val ml;5.0;0.9657989248729981;3.8660065060234166;7.549293208062819;6.336154325429242;1.4007194271642545;5.481836931734417;2.6817828273526154;5.834482965637631;0.9510927099340976;0.6902474436133458;-11.619110100313527
+lower bound;5.0;0.9637060082758137;3.81757990324049;7.243149976118919;5.808088338067867;1.3976803756506018;5.466141144741996;2.6362004195382425;5.746047835687054;0.9507170542797648;0.6897437786978322;-20.461373423038708
+higher bound;5.0;0.9688711729335964;3.9171089327912583;7.799004859987891;6.722405872563991;1.4031203878928575;5.492159684567111;2.7145683818551527;5.90087384536377;0.9513467410881045;0.6905701617112823;-7.569107660596146
+max val;7.5;0.9663490508159769;3.8884537725280746;7.619350861508622;6.26071133514716;1.4010367518899316;5.480808523566521;2.6688837336202833;5.793847853255934;0.9510232027129972;0.6901604103538082;-12.571301612823198
+max val ml;7.5;0.9658665035651592;3.9097813594357222;7.947433152518449;7.107314881189234;1.401826179350735;5.4896050888921675;2.6894074636866607;5.834448581630106;0.9510663715741727;0.6902419070233891;-26.931281645108374
+lower bound;7.5;0.9635309003409818;3.7964391563210547;6.743078004174287;3.9148928105510725;1.3980745623473252;5.458370705572276;2.562078551889887;5.340976995446929;0.9506969588720098;0.6897324733450507;-24.3922889400554
+higher bound;7.5;0.9690697689599266;3.976030183537635;8.449192553928507;8.50605275043591;1.40393474881891;5.503101718520605;2.7759640848258402;6.121720239748728;0.9513639228658525;0.690602212628312;-7.872165317080221
+max val;10.0;0.9667745272870083;3.793496336292308;5.3981977608136456;7.007850216187257;1.399658306254335;5.457657165401568;2.6182454914128166;2.1635111378816694;0.9509935309032438;0.6900827357151877;-14.583883546178116
+max val ml;10.0;0.9667024861312814;3.755868286238561;4.540585111104073;8.455395674067063;1.3993232892375724;5.4538736833063854;2.6511367496276796;2.126788640566529;0.9509707993086047;0.6900632976122403;-20.33854663287464
+lower bound;10.0;0.9639402387090754;3.625978547260144;2.784495288191823;0.7906691383556899;1.3965752268684903;5.4216920022046065;2.2563788240266955;0.6797058095436576;0.9506578392471665;0.6896409558320041;-27.540313037115638
+higher bound;10.0;0.9696397805204591;3.9119985037152176;6.926691000861494;19.330950235310727;1.4026820047349529;5.487994570068607;3.1265185835737226;4.751966015049419;0.9513256828250217;0.6905157171273493;-7.979072847466689
+max val;12.0;0.9668836814211362;3.7268287746670974;3.4066961638963202;21.498623530535447;1.3991169646298007;5.444235024974139;2.63181770183145;2.2074588658888765;0.9509883391451741;0.6900557629984756;-15.215730884707362
+max val ml;12.0;0.9668794487637851;3.6853770829480776;1.6865414905981373;27.950808904885832;1.398783887002342;5.43516057311922;2.7190304538173824;2.1317975379151837;0.9509868414377687;0.6900614417359355;-11.38719245281709
+lower bound;12.0;0.9640207345203068;3.5956189699181045;1.2950252493963923;3.5701681615017398;1.3960592384207269;5.407684897033726;1.8411977181559984;1.1767434138281374;0.9506442206318688;0.6896122816375992;-27.49865219360568
+higher bound;12.0;0.969817786900957;3.8795148915989697;6.416766047427007;29.273067329267363;1.4021944489639402;5.482622981760357;3.344780506588078;4.057408567453641;0.9513191842096886;0.690493852548424;-8.051426150979395
+max val;15.0;0.9672562540127214;3.580018469989895;2.135915544912372;14.745527384448488;1.3976731766613928;5.418018707749344;3.468311541596833;2.681577205085115;0.9509562068996875;0.6899719964854303;-17.17887322224569
+max val ml;15.0;0.9674753844726198;3.541051921957552;2.081157383694304;29.016068812747516;1.3979661619357693;5.415081552494336;4.94134806429625;1.9779368383000224;0.9509335716610179;0.6899235736643442;-11.146732638581305
+lower bound;15.0;0.9640551981277933;3.392465949747014;0.3400413293750411;1.9353508094500582;1.3944664583429662;5.3714646520516105;0.8307669348337545;0.4590626450022959;0.9505955120001619;0.689510689168819;-28.128690370292144
+higher bound;15.0;0.9703390273618717;3.754538181290423;5.231072498970213;28.27013168152271;1.4009410546506933;5.472299224226655;5.598502484796666;5.793467626014603;0.9513298451815932;0.6904661515279118;-8.272854468501446
+max val;18.0;0.9671138967816133;3.3120668801739637;10.652886357731038;15.215734027376078;1.3962394096651527;5.392968065875219;5.042500380050732;3.361569717977555;0.9509863413075281;0.6899662871432117;-17.185356420453743
+max val ml;18.0;0.9665205710087681;3.171920872531392;12.95836493227829;27.416546655856706;1.3954833021230055;5.392786270369648;5.121735859335058;1.974871912970114;0.9510671913611455;0.6900690848050085;-18.59806097656137
+lower bound;18.0;0.9636459286817779;2.9387559504006715;1.4778497332286675;2.041593570504746;1.3924494581403328;5.28631424932706;0.4603489061557552;0.3729974795576896;0.9505889012887845;0.6894563610619339;-28.172355853802422
+higher bound;18.0;0.9705266180172392;3.679417330873161;21.294733970159026;27.870160862942747;1.3999887131179707;5.4803171687375745;5.885647077736416;5.955555984343892;0.9513823091709104;0.6904749603045689;-8.205472875763945
+max val;20.0;0.9670225166866713;3.165360499976911;19.125057372393787;14.748651259774912;1.3956309242854394;5.381764728526274;5.031764333260757;3.400676351023554;0.9509967696355555;0.6899625129262074;-17.11648233612759
+max val ml;20.0;0.9672095117165362;2.972754929146504;26.06354409305446;1.3495282369762729;1.3946689965906436;5.3200464466867015;5.359547658038493;3.248213177807798;0.9510060355270049;0.6899568918878868;-9.646197932351836
+lower bound;20.0;0.963533466631038;2.852143809726525;3.2227919651626817;1.8155968908298792;1.392094166596412;5.2580335338793915;0.7792543359868528;0.47651806251368656;0.9505830094536636;0.6894281276499189;-28.075338946182384
+higher bound;20.0;0.9706507438266226;3.6161064159206866;28.26723747656579;28.071019192035667;1.39941875686782;5.505740363393455;5.934890254114901;5.908331361423763;0.9513934826665402;0.6904897423435701;-8.257870844432471
\ No newline at end of file
-max val ml,10.0,0.9667024861312814,3.755868286238561,4.540585111104073,8.455395674067063,1.3993232892375724,5.4538736833063854,2.6511367496276796,2.126788640566529,0.9509707993086047,0.6900632976122403,-20.33854663287464
-lower bound,10.0,0.9639402387090754,3.625978547260144,2.784495288191823,0.7906691383556899,1.3965752268684903,5.4216920022046065,2.2563788240266955,0.6797058095436576,0.9506578392471665,0.6896409558320041,-27.540313037115638
-higher bound,10.0,0.9696397805204591,3.9119985037152176,6.926691000861494,19.330950235310727,1.4026820047349529,5.487994570068607,3.1265185835737226,4.751966015049419,0.9513256828250217,0.6905157171273493,-7.979072847466689
-max val,12.0,0.9668836814211362,3.7268287746670974,3.4066961638963202,21.498623530535447,1.3991169646298007,5.444235024974139,2.63181770183145,2.2074588658888765,0.9509883391451741,0.6900557629984756,-15.215730884707362
-max val ml,12.0,0.9668794487637851,3.6853770829480776,1.6865414905981373,27.950808904885832,1.398783887002342,5.43516057311922,2.7190304538173824,2.1317975379151837,0.9509868414377687,0.6900614417359355,-11.38719245281709
-lower bound,12.0,0.9640207345203068,3.5956189699181045,1.2950252493963923,3.5701681615017398,1.3960592384207269,5.407684897033726,1.8411977181559984,1.1767434138281374,0.9506442206318688,0.6896122816375992,-27.49865219360568
-higher bound,12.0,0.969817786900957,3.8795148915989697,6.416766047427007,29.273067329267363,1.4021944489639402,5.482622981760357,3.344780506588078,4.057408567453641,0.9513191842096886,0.690493852548424,-8.051426150979395
-max val,15.0,0.9672562540127214,3.580018469989895,2.135915544912372,14.745527384448488,1.3976731766613928,5.418018707749344,3.468311541596833,2.681577205085115,0.9509562068996875,0.6899719964854303,-17.17887322224569
-max val ml,15.0,0.9674753844726198,3.541051921957552,2.081157383694304,29.016068812747516,1.3979661619357693,5.415081552494336,4.94134806429625,1.9779368383000224,0.9509335716610179,0.6899235736643442,-11.146732638581305
-lower bound,15.0,0.9640551981277933,3.392465949747014,0.3400413293750411,1.9353508094500582,1.3944664583429662,5.3714646520516105,0.8307669348337545,0.4590626450022959,0.9505955120001619,0.689510689168819,-28.128690370292144
-higher bound,15.0,0.9703390273618717,3.754538181290423,5.231072498970213,28.27013168152271,1.4009410546506933,5.472299224226655,5.598502484796666,5.793467626014603,0.9513298451815932,0.6904661515279118,-8.272854468501446
-max val,18.0,0.9671138967816133,3.3120668801739637,10.652886357731038,15.215734027376078,1.3962394096651527,5.392968065875219,5.042500380050732,3.361569717977555,0.9509863413075281,0.6899662871432117,-17.185356420453743
-max val ml,18.0,0.9665205710087681,3.171920872531392,12.95836493227829,27.416546655856706,1.3954833021230055,5.392786270369648,5.121735859335058,1.974871912970114,0.9510671913611455,0.6900690848050085,-18.59806097656137
-lower bound,18.0,0.9636459286817779,2.9387559504006715,1.4778497332286675,2.041593570504746,1.3924494581403328,5.28631424932706,0.4603489061557552,0.3729974795576896,0.9505889012887845,0.6894563610619339,-28.172355853802422
-higher bound,18.0,0.9705266180172392,3.679417330873161,21.294733970159026,27.870160862942747,1.3999887131179707,5.4803171687375745,5.885647077736416,5.955555984343892,0.9513823091709104,0.6904749603045689,-8.205472875763945
-max val,20.0,0.9670225166866713,3.165360499976911,19.125057372393787,14.748651259774912,1.3956309242854394,5.381764728526274,5.031764333260757,3.400676351023554,0.9509967696355555,0.6899625129262074,-17.11648233612759
-max val ml,20.0,0.9672095117165362,2.972754929146504,26.06354409305446,1.3495282369762729,1.3946689965906436,5.3200464466867015,5.359547658038493,3.248213177807798,0.9510060355270049,0.6899568918878868,-9.646197932351836
-lower bound,20.0,0.963533466631038,2.852143809726525,3.2227919651626817,1.8155968908298792,1.392094166596412,5.2580335338793915,0.7792543359868528,0.47651806251368656,0.9505830094536636,0.6894281276499189,-28.075338946182384
-higher bound,20.0,0.9706507438266226,3.6161064159206866,28.26723747656579,28.071019192035667,1.39941875686782,5.505740363393455,5.934890254114901,5.908331361423763,0.9513934826665402,0.6904897423435701,-8.257870844432471

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,-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
-3.0,305.0,0.0,-68951.15584506407,0.19633822553980076
-3.0,305.0,0.2,-68616.45774381497,0.1974118691584486
-3.0,305.0,0.4,-68395.810966908,0.1962718039637499
-3.0,305.0,0.8,-67966.67897052963,0.1966062086240479
-3.0,305.0,1.2,-67549.82517243706,0.195643268798143
-3.0,305.0,2.0,-66757.15369175654,0.19605871485270682
-3.0,305.0,2.5,-66284.58253432576,0.19444616442264476
-3.0,305.0,5.0,-64194.995325785785,0.18484065420049556
-3.0,305.0,7.5,-62196.257460288994,0.1719876871093702
-3.0,305.0,10.0,-60187.6426339036,0.16233315262228012
+n;id;t_shift;dlogz;dlogz_err
+3.0;305.0;0.0;-68951.15584506407;0.19633822553980076
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\ No newline at end of file
-3.0,305.0,12.0,-58579.32786575083,0.15758925591564815
-3.0,305.0,15.0,-56166.5179451302,0.14927637095251953
-3.0,305.0,18.0,-53761.10849167869,0.14627275740417228
-3.0,305.0,20.0,-52162.257856036784,0.14368127527872326

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,-68468.80421440631,0.2975622458086638
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-6.0,305.0,20.0,-52162.83900754922,0.14460678886120393
+n;id;t_shift;dlogz;dlogz_err
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+6.0;305.0;20.0;-52162.83900754922;0.14460678886120393
\ No newline at end of file

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

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+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
\ No newline at end of file

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

+n;id;t_shift;dlogz;dlogz_err
+1;305;0.0;-70410.95864318493;0.1671239975679702
+1.0;305.0;0.2;-70069.898953373;0.16797573395551857
+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
\ No newline at end of file

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
+n;id;t_shift;dlogz;dlogz_err
+4.0;305.0;0.0;-68488.00918258754;0.19861590630403606
+4.0;305.0;0.2;-68205.19756425121;0.19844781138970802
+4.0;305.0;0.4;-68020.65890022833;0.19923981888088843
+4.0;305.0;0.8;-67656.50795637962;0.19727147535026454
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+4.0;305.0;2.0;-66629.57764119485;0.18974422544275216
+4.0;305.0;2.5;-66224.65936187185;0.18564386572432437
+4.0;305.0;5.0;-64234.79885674402;0.17058815396813418
+4.0;305.0;7.5;-62235.33379900211;0.15263954274462377
+4.0;305.0;10.0;-60227.72502198266;0.14061972444232146
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+4.0;305.0;15.0;-56206.69509653211;0.12210960427455372
+4.0;305.0;18.0;-53799.380099572736;0.11626161847688711
+4.0;305.0;20.0;-52200.75824944506;0.11326883576347904
\ No newline at end of file
-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
-4.0,305.0,0.0,-68488.00918258754,0.19861590630403606
-4.0,305.0,0.2,-68205.19756425121,0.19844781138970802
-4.0,305.0,0.4,-68020.65890022833,0.19923981888088843
-4.0,305.0,0.8,-67656.50795637962,0.19727147535026454
-4.0,305.0,1.2,-67301.29794915213,0.19448340309636533
-4.0,305.0,2.0,-66629.57764119485,0.18974422544275216
-4.0,305.0,2.5,-66224.65936187185,0.18564386572432437
-4.0,305.0,5.0,-64234.79885674402,0.17058815396813418
-4.0,305.0,7.5,-62235.33379900211,0.15263954274462377
-4.0,305.0,10.0,-60227.72502198266,0.14061972444232146
-4.0,305.0,12.0,-58616.717302771096,0.12702164208981004
-4.0,305.0,15.0,-56206.69509653211,0.12210960427455372
-4.0,305.0,18.0,-53799.380099572736,0.11626161847688711
-4.0,305.0,20.0,-52200.75824944506,0.11326883576347904

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax5_True__fitnoise_True/summary305_w-tau-fixed_nmax_5.csv

-n,id,t_shift,dlogz,dlogz_err
-5,305,0.0,-68325.54664684934,0.27719285226268675
-5.0,305.0,0.2,-68034.45363917234,0.2289071500854914
-5.0,305.0,0.4,-67908.64391185128,0.23437528787349238
-5.0,305.0,0.8,-67572.95130302117,0.23741079698920428
-5.0,305.0,1.2,-67264.74016239785,0.22319617962376465
-5.0,305.0,2.0,-66645.14545769992,0.2072964449894637
-5.0,305.0,2.5,-66249.51042191668,0.19981105098017815
-5.0,305.0,5.0,-64251.621965371145,0.19035119480894522
-5.0,305.0,7.5,-62239.14046450192,0.15726310529857926
-5.0,305.0,10.0,-60228.44497510844,0.14192693219415456
-5.0,305.0,12.0,-58618.43616039653,0.13020693785694287
-5.0,305.0,15.0,-56207.439483843766,0.12363761923791138
-5.0,305.0,18.0,-53799.145692372076,0.11571785671298851
-5.0,305.0,20.0,-52200.31051052215,0.11220587706726101
+n;id;t_shift;dlogz;dlogz_err
+5;305;0.0;-68325.54664684934;0.27719285226268675
+5.0;305.0;0.2;-68034.45363917234;0.2289071500854914
+5.0;305.0;0.4;-67908.64391185128;0.23437528787349238
+5.0;305.0;0.8;-67572.95130302117;0.23741079698920428
+5.0;305.0;1.2;-67264.74016239785;0.22319617962376465
+5.0;305.0;2.0;-66645.14545769992;0.2072964449894637
+5.0;305.0;2.5;-66249.51042191668;0.19981105098017815
+5.0;305.0;5.0;-64251.621965371145;0.19035119480894522
+5.0;305.0;7.5;-62239.14046450192;0.15726310529857926
+5.0;305.0;10.0;-60228.44497510844;0.14192693219415456
+5.0;305.0;12.0;-58618.43616039653;0.13020693785694287
+5.0;305.0;15.0;-56207.439483843766;0.12363761923791138
+5.0;305.0;18.0;-53799.145692372076;0.11571785671298851
+5.0;305.0;20.0;-52200.31051052215;0.11220587706726101
\ No newline at end of file

results_new/0305/NR_Model_Noise/w-tau-fixed-nmax6_True__fitnoise_True/summary305_w-tau-fixed_nmax_6.csv

-n,id,t_shift,dlogz,dlogz_err
-6,305,0.0,-68679.22273639863,0.2692772507402585
-6.0,305.0,0.2,-68105.77995360817,0.25647353049620747
-6.0,305.0,0.4,-68026.53786766232,0.25425144258042087
-6.0,305.0,0.8,-67707.96717187762,0.2677492459638247
-6.0,305.0,1.2,-67283.33548804435,0.25972076625260565
-6.0,305.0,2.0,-66711.31458461066,0.25029913419453925
-6.0,305.0,2.5,-66250.00110622283,0.22404946021944042
-6.0,305.0,5.0,-64257.539003371305,0.1960764238947956
-6.0,305.0,7.5,-62242.3830587893,0.16077191863010665
-6.0,305.0,10.0,-60228.72410655639,0.14246433852834214
-6.0,305.0,12.0,-58620.057354564255,0.13340142605329502
-6.0,305.0,15.0,-56207.83336626451,0.12444828473734494
-6.0,305.0,18.0,-53798.86737835822,0.11508866309407186
-6.0,305.0,20.0,-52200.6997051043,0.11301043858941563
+n;id;t_shift;dlogz;dlogz_err
+6;305;0.0;-68679.22273639863;0.2692772507402585
+6.0;305.0;0.2;-68105.77995360817;0.25647353049620747
+6.0;305.0;0.4;-68026.53786766232;0.25425144258042087
+6.0;305.0;0.8;-67707.96717187762;0.2677492459638247
+6.0;305.0;1.2;-67283.33548804435;0.25972076625260565
+6.0;305.0;2.0;-66711.31458461066;0.25029913419453925
+6.0;305.0;2.5;-66250.00110622283;0.22404946021944042
+6.0;305.0;5.0;-64257.539003371305;0.1960764238947956
+6.0;305.0;7.5;-62242.3830587893;0.16077191863010665
+6.0;305.0;10.0;-60228.72410655639;0.14246433852834214
+6.0;305.0;12.0;-58620.057354564255;0.13340142605329502
+6.0;305.0;15.0;-56207.83336626451;0.12444828473734494
+6.0;305.0;18.0;-53798.86737835822;0.11508866309407186
+6.0;305.0;20.0;-52200.6997051043;0.11301043858941563
\ No newline at end of file

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
+n;id;t_shift;dlogz;dlogz_err
+7.0;305.0;0.0;-68701.73219432698;0.3463693975654077
+7.0;305.0;0.2;-68233.14303645017;0.29348898009007446
+7.0;305.0;0.4;-68100.06976030767;0.32012843679526093
+7.0;305.0;0.8;-67810.3644663739;0.3492922336168453
+7.0;305.0;1.2;-67446.52928212001;0.26211082852207734
+7.0;305.0;2.0;-66700.947204124;0.2650590615503063
+7.0;305.0;2.5;-66361.7119157828;0.2546174937376237
+7.0;305.0;5.0;-64269.47400068661;0.20491792520563107
+7.0;305.0;7.5;-62240.54968962732;0.16075076114164794
+7.0;305.0;10.0;-60228.772919967916;0.14224881033785342
+7.0;305.0;12.0;-58620.62364182694;0.1344261964578382
+7.0;305.0;15.0;-56206.40461108565;0.12149524888480819
+7.0;305.0;18.0;-53798.44961848124;0.11429064328114646
+7.0;305.0;20.0;-52200.959734969474;0.11338159866310621
\ No newline at end of file
-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
-7.0,305.0,15.0,-56206.0860460813,0.12083073974912227
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-7.0,305.0,20.0,-52201.05246683024,0.11365104049384252
-7.0,305.0,0.0,-68701.73219432698,0.3463693975654077
-7.0,305.0,0.2,-68233.14303645017,0.29348898009007446
-7.0,305.0,0.4,-68100.06976030767,0.32012843679526093
-7.0,305.0,0.8,-67810.3644663739,0.3492922336168453
-7.0,305.0,1.2,-67446.52928212001,0.26211082852207734
-7.0,305.0,2.0,-66700.947204124,0.2650590615503063
-7.0,305.0,2.5,-66361.7119157828,0.2546174937376237
-7.0,305.0,5.0,-64269.47400068661,0.20491792520563107
-7.0,305.0,7.5,-62240.54968962732,0.16075076114164794
-7.0,305.0,10.0,-60228.772919967916,0.14224881033785342
-7.0,305.0,12.0,-58620.62364182694,0.1344261964578382
-7.0,305.0,15.0,-56206.40461108565,0.12149524888480819
-7.0,305.0,18.0,-53798.44961848124,0.11429064328114646
-7.0,305.0,20.0,-52200.959734969474,0.11338159866310621

results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/best_values_305_w-tau_nmax_0.csv

-,tshift,$\omega_0$,$\tau_0$,$A_0$,$\phi_0$,noise
-max val,0.0,0.5486333061979481,11.975660707441293,0.809378864936477,0.9654245840188576,-1.618880326515459
-max val ml,0.0,0.548637242898382,11.974509128888018,0.8096591685785512,0.9657561483441829,-1.6199299462036052
-lower bound,0.0,0.5481860123264395,11.912759866100616,0.7910764583499714,0.9415317640240911,-1.6481744687804136
-higher bound,0.0,0.5490838798917865,12.037517228518157,0.8286308795920565,0.9893812934532076,-1.5890184760027353
-max val,0.2,0.5487606427526106,11.974939432645897,0.8121184831131139,0.9731625754162104,-1.6456178799857533
-max val ml,0.2,0.5487646942915795,11.975714576075285,0.8123012841634534,0.9735501116769876,-1.647172987434864
-lower bound,0.2,0.5483169927872781,11.915617761121537,0.7940314196287729,0.9498816053730537,-1.6749368120454726
-higher bound,0.2,0.5492051482603589,12.035699431395159,0.8304554288224275,0.9964460288039325,-1.6159082556084527
-max val,0.4,0.548852573973234,11.974109577234696,0.8138904951503293,0.9784138158282766,-1.6635777474633073
-max val ml,0.4,0.5488380508974912,11.976818952033145,0.8134656015387233,0.9775136264170132,-1.6649983094520913
-lower bound,0.4,0.5484170313648226,11.91503555404273,0.7961682821738325,0.9556734657801403,-1.6927999496930681
-higher bound,0.4,0.5492833780675812,12.03378244797349,0.8322858825768853,1.0014361485435255,-1.6339663175170642
-max val,0.8,0.5490271900735539,11.973399533707722,0.817541901793825,0.9889567475465881,-1.7004805371358884
-max val ml,0.8,0.5490210381225014,11.976052160978229,0.8172833635816144,0.9885319389027625,-1.7011790699529037
-lower bound,0.8,0.5486047580395439,11.915541894502255,0.8001206444983922,0.9668171859526408,-1.72946431286244
-higher bound,0.8,0.5494456414760693,12.031855030742701,0.8354567422197258,1.0109841033600728,-1.6709522266742702
-max val,1.2,0.549203558649377,11.971585392787214,0.8212862223848124,0.9995861187662104,-1.7381165753699257
-max val ml,1.2,0.5492084023427235,11.97361780404801,0.8209443784032454,1.0001012614678928,-1.7391279212994348
-lower bound,1.2,0.5488012948889818,11.91549675212512,0.8041355949543683,0.9782054482310438,-1.7671921724827584
-higher bound,1.2,0.549608354093486,12.02858311413367,0.8388842680984198,1.0208701468220753,-1.7086370201284256
-max val,2.0,0.5495674465855404,11.967161771210593,0.8286668371679422,1.0215330811693988,-1.8160752445521453
-max val ml,2.0,0.5495696130348814,11.9687017269328,0.827939573468368,1.0216533084663708,-1.8177870587769078
-lower bound,2.0,0.5491930381969432,11.914122998085144,0.8125854960744574,1.0015434562438272,-1.8446662136697825
-higher bound,2.0,0.5499497451818577,12.020479124435678,0.8454877924112225,1.0419732194073654,-1.7862854598224658
-max val,2.5,0.5497959152885781,11.963650929428841,0.8333926870229265,1.035419218985198,-1.8666905610577373
-max val ml,2.5,0.5498200888910258,11.964165601761865,0.8332320290967752,1.0363695666310286,-1.868540740923148
-lower bound,2.5,0.54943893598422,11.913094576728284,0.8173137400921764,1.0160966404219405,-1.8958158459749264
-higher bound,2.5,0.5501633854104869,12.015662418909901,0.8494339127047367,1.0546225499347235,-1.837007724030034
-max val,5.0,0.5509388815145124,11.93900989914534,0.8561824863710625,1.104763038038521,-2.1403527933700026
-max val ml,5.0,0.5509238680714046,11.940141042250016,0.8560249411550775,1.1040107188217934,-2.1425745212525236
-lower bound,5.0,0.5506567638032731,11.898353345222656,0.8432411072095414,1.0894465841529295,-2.1691640230660028
-higher bound,5.0,0.551222141759854,11.979521519595036,0.8694628983735653,1.1199455000779364,-2.1110906720894143
-max val,7.5,0.5519953898430576,11.9050628801175,0.8782054048528565,1.169704306833504,-2.4476421947256313
-max val ml,7.5,0.5519834214939686,11.906440800636808,0.877782528935356,1.169010608099736,-2.4493437394563955
-lower bound,7.5,0.5517804485681622,11.874706538703007,0.8679094528407276,1.1581630439371144,-2.4771347369570336
-higher bound,7.5,0.5522069505009881,11.93602443358012,0.8884693289443432,1.1812590884596712,-2.417521754949649
-max val,10.0,0.5528943427206621,11.869468259295957,0.8977357811395853,1.2259403743457045,-2.7883052324666053
-max val ml,10.0,0.5528981465691084,11.86959631773397,0.8979635289919434,1.2260199359404567,-2.7896067754459395
-lower bound,10.0,0.552731679240986,11.846300865710418,0.8896787931613999,1.2170020261001981,-2.8184907395334236
-higher bound,10.0,0.5530544399211084,11.892192821393088,0.9058696830724215,1.2348672944252101,-2.7577104283748923
-max val,12.0,0.5534895335438734,11.842724476338836,0.9111965106858909,1.2636871756975072,-3.086027888340155
-max val ml,12.0,0.5534820476075075,11.84313754191307,0.9109484873555269,1.263369648834489,-3.0866333733136457
-lower bound,12.0,0.553364691882583,11.824911054172427,0.9048132930803592,1.256646995452696,-3.1171748567610464
-higher bound,12.0,0.5536167272406909,11.860589119580174,0.9176255649547478,1.2707523964796943,-3.0539926961066106
+;tshift;$\omega_0$;$\tau_0$;$A_0$;$\phi_0$;noise
+max val;0.0;0.5486333061979481;11.975660707441293;0.809378864936477;0.9654245840188576;-1.618880326515459
+max val ml;0.0;0.548637242898382;11.974509128888018;0.8096591685785512;0.9657561483441829;-1.6199299462036052
+lower bound;0.0;0.5481860123264395;11.912759866100616;0.7910764583499714;0.9415317640240911;-1.6481744687804136
+higher bound;0.0;0.5490838798917865;12.037517228518157;0.8286308795920565;0.9893812934532076;-1.5890184760027353
+max val;0.2;0.5487606427526106;11.974939432645897;0.8121184831131139;0.9731625754162104;-1.6456178799857533
+max val ml;0.2;0.5487646942915795;11.975714576075285;0.8123012841634534;0.9735501116769876;-1.647172987434864
+lower bound;0.2;0.5483169927872781;11.915617761121537;0.7940314196287729;0.9498816053730537;-1.6749368120454726
+higher bound;0.2;0.5492051482603589;12.035699431395159;0.8304554288224275;0.9964460288039325;-1.6159082556084527
+max val;0.4;0.548852573973234;11.974109577234696;0.8138904951503293;0.9784138158282766;-1.6635777474633073
+max val ml;0.4;0.5488380508974912;11.976818952033145;0.8134656015387233;0.9775136264170132;-1.6649983094520913
+lower bound;0.4;0.5484170313648226;11.91503555404273;0.7961682821738325;0.9556734657801403;-1.6927999496930681
+higher bound;0.4;0.5492833780675812;12.03378244797349;0.8322858825768853;1.0014361485435255;-1.6339663175170642
+max val;0.8;0.5490271900735539;11.973399533707722;0.817541901793825;0.9889567475465881;-1.7004805371358884
+max val ml;0.8;0.5490210381225014;11.976052160978229;0.8172833635816144;0.9885319389027625;-1.7011790699529037
+lower bound;0.8;0.5486047580395439;11.915541894502255;0.8001206444983922;0.9668171859526408;-1.72946431286244
+higher bound;0.8;0.5494456414760693;12.031855030742701;0.8354567422197258;1.0109841033600728;-1.6709522266742702
+max val;1.2;0.549203558649377;11.971585392787214;0.8212862223848124;0.9995861187662104;-1.7381165753699257
+max val ml;1.2;0.5492084023427235;11.97361780404801;0.8209443784032454;1.0001012614678928;-1.7391279212994348
+lower bound;1.2;0.5488012948889818;11.91549675212512;0.8041355949543683;0.9782054482310438;-1.7671921724827584
+higher bound;1.2;0.549608354093486;12.02858311413367;0.8388842680984198;1.0208701468220753;-1.7086370201284256
+max val;2.0;0.5495674465855404;11.967161771210593;0.8286668371679422;1.0215330811693988;-1.8160752445521453
+max val ml;2.0;0.5495696130348814;11.9687017269328;0.827939573468368;1.0216533084663708;-1.8177870587769078
+lower bound;2.0;0.5491930381969432;11.914122998085144;0.8125854960744574;1.0015434562438272;-1.8446662136697825
+higher bound;2.0;0.5499497451818577;12.020479124435678;0.8454877924112225;1.0419732194073654;-1.7862854598224658
+max val;2.5;0.5497959152885781;11.963650929428841;0.8333926870229265;1.035419218985198;-1.8666905610577373
+max val ml;2.5;0.5498200888910258;11.964165601761865;0.8332320290967752;1.0363695666310286;-1.868540740923148
+lower bound;2.5;0.54943893598422;11.913094576728284;0.8173137400921764;1.0160966404219405;-1.8958158459749264
+higher bound;2.5;0.5501633854104869;12.015662418909901;0.8494339127047367;1.0546225499347235;-1.837007724030034
+max val;5.0;0.5509388815145124;11.93900989914534;0.8561824863710625;1.104763038038521;-2.1403527933700026
+max val ml;5.0;0.5509238680714046;11.940141042250016;0.8560249411550775;1.1040107188217934;-2.1425745212525236
+lower bound;5.0;0.5506567638032731;11.898353345222656;0.8432411072095414;1.0894465841529295;-2.1691640230660028
+higher bound;5.0;0.551222141759854;11.979521519595036;0.8694628983735653;1.1199455000779364;-2.1110906720894143
+max val;7.5;0.5519953898430576;11.9050628801175;0.8782054048528565;1.169704306833504;-2.4476421947256313
+max val ml;7.5;0.5519834214939686;11.906440800636808;0.877782528935356;1.169010608099736;-2.4493437394563955
+lower bound;7.5;0.5517804485681622;11.874706538703007;0.8679094528407276;1.1581630439371144;-2.4771347369570336
+higher bound;7.5;0.5522069505009881;11.93602443358012;0.8884693289443432;1.1812590884596712;-2.417521754949649
+max val;10.0;0.5528943427206621;11.869468259295957;0.8977357811395853;1.2259403743457045;-2.7883052324666053
+max val ml;10.0;0.5528981465691084;11.86959631773397;0.8979635289919434;1.2260199359404567;-2.7896067754459395
+lower bound;10.0;0.552731679240986;11.846300865710418;0.8896787931613999;1.2170020261001981;-2.8184907395334236
+higher bound;10.0;0.5530544399211084;11.892192821393088;0.9058696830724215;1.2348672944252101;-2.7577104283748923
+max val;12.0;0.5534895335438734;11.842724476338836;0.9111965106858909;1.2636871756975072;-3.086027888340155
+max val ml;12.0;0.5534820476075075;11.84313754191307;0.9109484873555269;1.263369648834489;-3.0866333733136457
+lower bound;12.0;0.553364691882583;11.824911054172427;0.9048132930803592;1.256646995452696;-3.1171748567610464
+higher bound;12.0;0.5536167272406909;11.860589119580174;0.9176255649547478;1.2707523964796943;-3.0539926961066106
\ No newline at end of file

results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/summary305_w-tau_nmax_0.csv

-n,id,t_shift,dlogz,dlogz_err
-0,305,0.0,-73657.28334704057,0.11416724470971225
-0.0,305.0,0.2,-73347.73374019159,0.11426838703185814
-0.0,305.0,0.4,-73141.35436323597,0.11500944056444025
-0.0,305.0,0.8,-72726.97445411024,0.1147361113181395
-0.0,305.0,1.2,-72311.8944614014,0.11518110645489928
-0.0,305.0,2.0,-71478.5096829721,0.11544892098128734
-0.0,305.0,2.5,-70955.9328115705,0.11611437642646553
-0.0,305.0,5.0,-68322.3408296478,0.11783695823476235
-0.0,305.0,7.5,-65663.7711416689,0.11977433329613972
-0.0,305.0,10.0,-62993.81119069,0.12235894401300011
-0.0,305.0,12.0,-60859.84625107824,0.12445084980918936
+n;id;t_shift;dlogz;dlogz_err
+0;305;0.0;-73657.28334704057;0.11416724470971225
+0.0;305.0;0.2;-73347.73374019159;0.11426838703185814
+0.0;305.0;0.4;-73141.35436323597;0.11500944056444025
+0.0;305.0;0.8;-72726.97445411024;0.1147361113181395
+0.0;305.0;1.2;-72311.8944614014;0.11518110645489928
+0.0;305.0;2.0;-71478.5096829721;0.11544892098128734
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+0.0;305.0;7.5;-65663.7711416689;0.11977433329613972
+0.0;305.0;10.0;-62993.81119069;0.12235894401300011
+0.0;305.0;12.0;-60859.84625107824;0.12445084980918936
\ No newline at end of file

results_new/0305/NR_Model_Noise/w-tau-nmax1_True_0.002_fitnoise_False/summary305_w-tau_nmax_1.csv

-n,id,t_shift,dlogz,dlogz_err
-1,305,0.0,-0.00012746315988046165,nan
-1.0,305.0,0.2,-0.00012746315988046165,nan
-1.0,305.0,0.4,-0.00012746315988046165,nan
-1.0,305.0,0.8,-0.00012746315988046165,nan
-1.0,305.0,1.2,-0.00012746315988046165,nan
-1.0,305.0,2.0,-0.00012746315988046165,nan
-1.0,305.0,2.5,-0.00012746315988046165,nan
-1.0,305.0,5.0,-0.00012746315988046165,nan
-1.0,305.0,7.5,-0.00012746315988046165,nan
-1.0,305.0,10.0,-0.00012746315988046165,nan
-1.0,305.0,12.0,-0.00012746315988046165,nan
-1.0,305.0,15.0,-0.00012746315988046165,nan
-1.0,305.0,18.0,-0.00012746315988046165,nan
-1.0,305.0,20.0,-0.00012746315988046165,nan
-1.0,305.0,0.0,-0.00012746315988046165,nan
+n;id;t_shift;dlogz;dlogz_err
+1.0;305.0;0.0;-14807.407206990574;0.1642521305848403
+1.0;305.0;0.2;-11796.374346985169;0.16386944912621632
+1.0;305.0;0.4;-9394.140537420573;0.16410100649746626
+1.0;305.0;0.8;-5965.58665924411;0.16231647317006795
+1.0;305.0;1.2;-3808.3035800820267;0.16118766180727315
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+1.0;305.0;2.5;-946.4171061469376;0.15856245657033105
+1.0;305.0;5.0;-118.84139552678691;0.15522702035240804
+1.0;305.0;7.5;-55.22513244699801;0.15094928036648145
+1.0;305.0;10.0;-46.08224369749142;0.1444977620885472
+1.0;305.0;12.0;-43.414235538656534;0.14078076427232078
+1.0;305.0;15.0;-39.285098395346814;0.13332947658243646
+1.0;305.0;18.0;-34.898801935885594;0.12486316269119963
+1.0;305.0;20.0;-32.46158434807385;0.12048058969643384
\ No newline at end of file
-1.0,305.0,0.0,-14807.407206990574,0.1642521305848403
-1.0,305.0,0.2,-11796.374346985169,0.16386944912621632
-1.0,305.0,0.4,-9394.140537420573,0.16410100649746626
-1.0,305.0,0.8,-5965.58665924411,0.16231647317006795
-1.0,305.0,1.2,-3808.3035800820267,0.16118766180727315
-1.0,305.0,2.0,-1594.1593798532872,0.1611679728631828
-1.0,305.0,2.5,-946.4171061469376,0.15856245657033105
-1.0,305.0,5.0,-118.84139552678691,0.15522702035240804
-1.0,305.0,7.5,-55.22513244699801,0.15094928036648145
-1.0,305.0,10.0,-46.08224369749142,0.1444977620885472
-1.0,305.0,12.0,-43.414235538656534,0.14078076427232078
-1.0,305.0,15.0,-39.285098395346814,0.13332947658243646
-1.0,305.0,18.0,-34.898801935885594,0.12486316269119963
-1.0,305.0,20.0,-32.46158434807385,0.12048058969643384

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

-n,id,t_shift,dlogz,dlogz_err
-1,305,0.0,-70410.95864318493,0.1671239975679702
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-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
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-1.0,305.0,7.5,-62424.116647475734,0.1687740260342268
-1.0,305.0,10.0,-60244.77156685029,0.16280284871324893
+n;id;t_shift;dlogz;dlogz_err
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+1.0;305.0;0.2;-70069.393948575;0.16727510797933506
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+1.0;305.0;5.0;-64843.38129617842;0.16958749475770596
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