From 137d55ca4b978245e3c1e9495c9de8697265e894 Mon Sep 17 00:00:00 2001
From: Xisco Jimenez Forteza <you@example.com>
Date: Wed, 28 Apr 2021 09:14:09 +0200
Subject: [PATCH] update

---
 .../best_values_305_w-tau-fixed_nmax_0.csv    | 142 +++++++-----------
 .../summary305_w-tau-fixed_nmax_0.csv         |  37 ++---
 .../best_values_305_w-tau-fixed_nmax_1.csv    | 114 +++++++-------
 .../summary305_w-tau-fixed_nmax_1.csv         |  30 ++--
 .../best_values_305_w-tau-fixed_nmax_2.csv    | 114 +++++++-------
 .../summary305_w-tau-fixed_nmax_2.csv         |  30 ++--
 .../best_values_305_w-tau-fixed_nmax_3.csv    | 114 +++++++-------
 .../summary305_w-tau-fixed_nmax_3.csv         |  30 ++--
 8 files changed, 288 insertions(+), 323 deletions(-)

diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_0.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_0.csv
index 282820b..0f7b6cd 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_0.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_0.csv
@@ -1,85 +1,57 @@
-,tshift,$A_0$,$\phi_0$,noise
-max val,0.0,0.8646399709118386,1.3135359479369022,-1.451143526594377
-max val ml,0.0,0.8646876265162687,1.313573973595475,-1.4517580504527317
-lower bound,0.0,0.8535340175418511,1.3009077439213104,-1.4807109093380078
-higher bound,0.0,0.875648698194635,1.3264965002764761,-1.4206133518847892
-max val,10.0,0.9386255311381146,1.3727734067804045,-2.550077928512863
-max val ml,10.0,0.9385966012264992,1.372809911501674,-2.550673310119759
-lower bound,10.0,0.9343086479120365,1.3681914491905123,-2.5795534805840035
-higher bound,10.0,0.9428167505903384,1.3773673837321654,-2.5198350702964625
-max val,0.2,0.8678921122177425,1.3149564467263852,-1.4750326180966447
-max val ml,0.2,0.8678277608729564,1.315193875536744,-1.4758786144290355
-lower bound,0.2,0.8568678059848149,1.3026386353214463,-1.5052114516472237
-higher bound,0.2,0.8787980411819918,1.3276484428476936,-1.4444996901713445
-max val,0.2,0.8679313353806682,1.3152646866985767,-1.475180780950108
-max val ml,0.2,0.8681379358296708,1.3151925495554355,-1.4764533651173792
-lower bound,0.2,0.8568977244556595,1.3025780228650878,-1.5046563357543228
-higher bound,0.2,0.8787022797722863,1.3277845248598297,-1.4441386585119353
-max val,0.4,0.8699036246158206,1.3163008135336451,-1.4917619498689625
-max val ml,0.4,0.8701319385931613,1.3161476311355582,-1.492648621025058
-lower bound,0.4,0.8592484556496044,1.3038681793194242,-1.5220357279170074
-higher bound,0.4,0.8807526962610936,1.3286557364960536,-1.4614705242718031
-max val,0.4,0.8698944152442426,1.3163139317727155,-1.49159359499712
-max val ml,0.4,0.8701562523067286,1.3161334729788554,-1.4925809866884343
-lower bound,0.4,0.8590961445767542,1.3036416524754468,-1.5214649647533953
-higher bound,0.4,0.8806569531652331,1.3287413640489698,-1.460554043449065
-max val,0.8,0.8742193723654952,1.318176473456626,-1.525677198008676
-max val ml,0.8,0.874319051948213,1.3183976905060952,-1.5262700111572514
-lower bound,0.8,0.8636923650901035,1.3060895707970979,-1.5555621770422512
-higher bound,0.8,0.8847932718043394,1.3301320539139714,-1.4948454659787735
-max val,0.0,0.8647427102910674,1.3138572284038161,-1.4510808618196336
-max val ml,0.0,0.8647036244225721,1.313562758800486,-1.4513949766853464
-lower bound,0.0,0.8536669961241893,1.3006593696809996,-1.4806684619090902
-higher bound,0.0,0.8758168008983029,1.326527535515626,-1.4205915957749764
-max val,0.2,0.8679940208240129,1.315209794323175,-1.4750199693784936
-max val ml,0.2,0.868013955026469,1.3152396318622968,-1.4761965273666746
-lower bound,0.2,0.8568533520473149,1.3027035938259848,-1.5051703250871853
-higher bound,0.2,0.8789222022722061,1.3274683542132555,-1.4449205856327936
-max val,0.4,0.8700422481634595,1.3161653992198958,-1.491874206438446
-max val ml,0.4,0.870021695202404,1.3162423376191228,-1.4923156125355952
-lower bound,0.4,0.859331357154955,1.3038132849111734,-1.5215676744252669
-higher bound,0.4,0.8809519462151306,1.3284199945785784,-1.461024327194707
-max val,0.8,0.874077441124629,1.3182909217255296,-1.525504729162364
-max val ml,0.8,0.8741971097245889,1.3183516027814843,-1.5262749911447386
-lower bound,0.8,0.8636931305537655,1.3064265440317269,-1.5558210581727785
-higher bound,0.8,0.884568380596979,1.3302886078606035,-1.4955052825845812
-max val,1.2,0.8782262196084258,1.3203122638312912,-1.5600649134050908
-max val ml,1.2,0.8782607862263953,1.3202796219872257,-1.5610390401566079
-lower bound,1.2,0.8678911390333419,1.3084538841146836,-1.590211988548809
-higher bound,1.2,0.8884052958707156,1.3317779149385165,-1.529106769060102
-max val,2.0,0.8861482377619276,1.3250722047426695,-1.632493304413451
-max val ml,2.0,0.8862015661824423,1.3250061244218003,-1.63334139836725
-lower bound,2.0,0.8765329116125596,1.3142128484653142,-1.6622409368667874
-higher bound,2.0,0.895762240219204,1.335939029788276,-1.602521671938657
-max val,2.5,0.8907220636971089,1.3278375091122483,-1.6798288153218497
-max val ml,2.5,0.890885757944536,1.3277703341383826,-1.6806881736097736
-lower bound,2.5,0.8814056057692891,1.317358096430914,-1.7094032304139795
-higher bound,2.5,0.9001821485656105,1.338407762398542,-1.6498318739950122
-max val,5.0,0.9115814903932832,1.3435582754028408,-1.9363909266772552
-max val ml,5.0,0.9115804670778207,1.343651797575743,-1.9375293489322232
-lower bound,5.0,0.9039929293716389,1.3354343291906854,-1.9653131972594764
-higher bound,5.0,0.9189625882342967,1.3516625581536008,-1.9068171011536776
-max val,7.5,0.9273444253833661,1.3590290081596192,-2.2273059038746332
-max val ml,7.5,0.9273423682493563,1.3590877088470128,-2.2279413533505803
-lower bound,7.5,0.921564455215099,1.3527443736077234,-2.256409386830022
-higher bound,7.5,0.9331601978502162,1.3652824806790136,-2.1974897098611508
-max val,10.0,0.9386732533399447,1.37272647002696,-2.550084776565992
-max val ml,10.0,0.938653675431076,1.3727350822097715,-2.550800107690854
-lower bound,10.0,0.9343634226758892,1.3680075222664707,-2.579654831924363
-higher bound,10.0,0.9429282836040485,1.3773066191278844,-2.520030116662376
-max val,12.0,0.9449500910003338,1.382081965194285,-2.8294154571934484
-max val ml,12.0,0.9449161011309919,1.3821089693922652,-2.8300021640751716
-lower bound,12.0,0.9415639613615284,1.3784894601004924,-2.859443084133659
-higher bound,12.0,0.9483737094264673,1.385653373239087,-2.7987423031522383
-max val,15.0,0.951071608683575,1.3930048492845564,-3.28595449795489
-max val ml,15.0,0.9510946783811969,1.3930245617020145,-3.287303740906829
-lower bound,15.0,0.9487873310193999,1.3906393957213727,-3.31899070283216
-higher bound,15.0,0.9533774908013481,1.3954483481516824,-3.252242538083795
-max val,18.0,0.9544880863087253,1.400870087141137,-3.803710737077264
-max val ml,18.0,0.9544677116919139,1.4008674245421098,-3.805003139997307
-lower bound,18.0,0.9529033287507703,1.3992312962475717,-3.8453093166385877
-higher bound,18.0,0.956033283344963,1.4025103756806143,-3.7631535417497552
-max val,20.0,0.9556727942682796,1.4048701715353002,-4.202393037595144
-max val ml,20.0,0.955698601809499,1.404875674720033,-4.203312660394481
-lower bound,20.0,0.9544332744931407,1.403583216498282,-4.258157599046509
-higher bound,20.0,0.9569113677017668,1.4061743073353228,-4.148144350814074
+;tshift;$A_0$;$\phi_0$;noise
+max val;0.0;0.8647427102910674;1.3138572284038161;-1.4510808618196336
+max val ml;0.0;0.8647036244225721;1.313562758800486;-1.4513949766853464
+lower bound;0.0;0.8536669961241893;1.3006593696809996;-1.4806684619090902
+higher bound;0.0;0.8758168008983029;1.326527535515626;-1.4205915957749764
+max val;0.2;0.8679940208240129;1.315209794323175;-1.4750199693784936
+max val ml;0.2;0.868013955026469;1.3152396318622968;-1.4761965273666746
+lower bound;0.2;0.8568533520473149;1.3027035938259848;-1.5051703250871853
+higher bound;0.2;0.8789222022722061;1.3274683542132555;-1.4449205856327936
+max val;0.4;0.8700422481634595;1.3161653992198958;-1.491874206438446
+max val ml;0.4;0.870021695202404;1.3162423376191228;-1.4923156125355952
+lower bound;0.4;0.859331357154955;1.3038132849111734;-1.5215676744252669
+higher bound;0.4;0.8809519462151306;1.3284199945785784;-1.461024327194707
+max val;0.8;0.874077441124629;1.3182909217255296;-1.525504729162364
+max val ml;0.8;0.8741971097245889;1.3183516027814843;-1.5262749911447386
+lower bound;0.8;0.8636931305537655;1.3064265440317269;-1.5558210581727785
+higher bound;0.8;0.884568380596979;1.3302886078606035;-1.4955052825845812
+max val;1.2;0.8782262196084258;1.3203122638312912;-1.5600649134050908
+max val ml;1.2;0.8782607862263953;1.3202796219872257;-1.5610390401566079
+lower bound;1.2;0.8678911390333419;1.3084538841146836;-1.590211988548809
+higher bound;1.2;0.8884052958707156;1.3317779149385165;-1.529106769060102
+max val;2.0;0.8861482377619276;1.3250722047426695;-1.632493304413451
+max val ml;2.0;0.8862015661824423;1.3250061244218003;-1.63334139836725
+lower bound;2.0;0.8765329116125596;1.3142128484653142;-1.6622409368667874
+higher bound;2.0;0.895762240219204;1.335939029788276;-1.602521671938657
+max val;2.5;0.8907220636971089;1.3278375091122483;-1.6798288153218497
+max val ml;2.5;0.890885757944536;1.3277703341383826;-1.6806881736097736
+lower bound;2.5;0.8814056057692891;1.317358096430914;-1.7094032304139795
+higher bound;2.5;0.9001821485656105;1.338407762398542;-1.6498318739950122
+max val;5.0;0.9115814903932832;1.3435582754028408;-1.9363909266772552
+max val ml;5.0;0.9115804670778207;1.343651797575743;-1.9375293489322232
+lower bound;5.0;0.9039929293716389;1.3354343291906854;-1.9653131972594764
+higher bound;5.0;0.9189625882342967;1.3516625581536008;-1.9068171011536776
+max val;7.5;0.9273444253833661;1.3590290081596192;-2.2273059038746332
+max val ml;7.5;0.9273423682493563;1.3590877088470128;-2.2279413533505803
+lower bound;7.5;0.921564455215099;1.3527443736077234;-2.256409386830022
+higher bound;7.5;0.9331601978502162;1.3652824806790136;-2.1974897098611508
+max val;10.0;0.9386732533399447;1.37272647002696;-2.550084776565992
+max val ml;10.0;0.938653675431076;1.3727350822097715;-2.550800107690854
+lower bound;10.0;0.9343634226758892;1.3680075222664707;-2.579654831924363
+higher bound;10.0;0.9429282836040485;1.3773066191278844;-2.520030116662376
+max val;12.0;0.9449500910003338;1.382081965194285;-2.8294154571934484
+max val ml;12.0;0.9449161011309919;1.3821089693922652;-2.8300021640751716
+lower bound;12.0;0.9415639613615284;1.3784894601004924;-2.859443084133659
+higher bound;12.0;0.9483737094264673;1.385653373239087;-2.7987423031522383
+max val;15.0;0.951071608683575;1.3930048492845564;-3.28595449795489
+max val ml;15.0;0.9510946783811969;1.3930245617020145;-3.287303740906829
+lower bound;15.0;0.9487873310193999;1.3906393957213727;-3.31899070283216
+higher bound;15.0;0.9533774908013481;1.3954483481516824;-3.252242538083795
+max val;18.0;0.9544880863087253;1.400870087141137;-3.803710737077264
+max val ml;18.0;0.9544677116919139;1.4008674245421098;-3.805003139997307
+lower bound;18.0;0.9529033287507703;1.3992312962475717;-3.8453093166385877
+higher bound;18.0;0.956033283344963;1.4025103756806143;-3.7631535417497552
+max val;20.0;0.9556727942682796;1.4048701715353002;-4.202393037595144
+max val ml;20.0;0.955698601809499;1.404875674720033;-4.203312660394481
+lower bound;20.0;0.9544332744931407;1.403583216498282;-4.258157599046509
+higher bound;20.0;0.9569113677017668;1.4061743073353228;-4.148144350814074
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/summary305_w-tau-fixed_nmax_0.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/summary305_w-tau-fixed_nmax_0.csv
index 680458f..8f23d33 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/summary305_w-tau-fixed_nmax_0.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax0_True__fitnoise_True/summary305_w-tau-fixed_nmax_0.csv
@@ -1,22 +1,15 @@
-n,id,t_shift,dlogz,dlogz_err
-0,305,0.0,-73933.3092785313,0.09026592352004777
-0.0,305.0,10.0,-63347.432566991985,0.09550022856009163
-0.0,305.0,0.2,-73627.41288320672,0.09072293786328818
-0.0,305.0,0.2,-73627.18097451072,0.09009616028039148
-0.0,305.0,0.4,-73422.9732506834,0.09068203640585092
-0.0,305.0,0.4,-73422.97806288657,0.09067534051893525
-0.0,305.0,0.8,-73013.35903630631,0.09104839685218657
-0.0,305.0,0.0,-73933.36220431571,0.09040341683772729
-0.0,305.0,0.2,-73627.47987780209,0.09094623857182538
-0.0,305.0,0.4,-73422.76941770712,0.09013893715715872
-0.0,305.0,0.8,-73013.24053767172,0.09075874611890017
-0.0,305.0,1.2,-72602.45222624418,0.09098287868292532
-0.0,305.0,2.0,-71777.30766986772,0.09109737616640715
-0.0,305.0,2.5,-71259.58763338685,0.09163244717933511
-0.0,305.0,5.0,-68647.33529485847,0.09269514796716542
-0.0,305.0,7.5,-66005.4120749132,0.09425562272377933
-0.0,305.0,10.0,-63347.329411791536,0.09519158124836592
-0.0,305.0,12.0,-61220.76822345277,0.09653327996772623
-0.0,305.0,15.0,-58053.49478963603,0.09841350495342935
-0.0,305.0,18.0,-54953.259955732545,0.09903806062912907
-0.0,305.0,20.0,-52958.430301104934,0.09903092857690032
+n;id;t_shift;dlogz;dlogz_err
+0.0;305.0;0.0;-73933.36220431571;0.09040341683772729
+0.0;305.0;0.2;-73627.47987780209;0.09094623857182538
+0.0;305.0;0.4;-73422.76941770712;0.09013893715715872
+0.0;305.0;0.8;-73013.24053767172;0.09075874611890017
+0.0;305.0;1.2;-72602.45222624418;0.09098287868292532
+0.0;305.0;2.0;-71777.30766986772;0.09109737616640715
+0.0;305.0;2.5;-71259.58763338685;0.09163244717933511
+0.0;305.0;5.0;-68647.33529485847;0.09269514796716542
+0.0;305.0;7.5;-66005.4120749132;0.09425562272377933
+0.0;305.0;10.0;-63347.329411791536;0.09519158124836592
+0.0;305.0;12.0;-61220.76822345277;0.09653327996772623
+0.0;305.0;15.0;-58053.49478963603;0.09841350495342935
+0.0;305.0;18.0;-54953.259955732545;0.09903806062912907
+0.0;305.0;20.0;-52958.430301104934;0.09903092857690032
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_1.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_1.csv
index 10c993a..3bd9aff 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_1.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_1.csv
@@ -1,57 +1,57 @@
-,tshift,$A_0$,$A_1$,$\phi_0$,$\phi_1$,noise
-max val,0.0,0.9390224445124687,1.7538618907896968,1.3725169231763559,5.096310050694141,-2.4073160334197716
-max val ml,0.0,0.9388809114511392,1.7517951078529401,1.3724434436570685,5.095488500942127,-2.4096019106351285
-lower bound,0.0,0.9341132295851389,1.7225185203614528,1.3671595751966519,5.081615479027682,-2.4343700828433157
-higher bound,0.0,0.9439395845922502,1.785876520711281,1.3776826830456679,5.111689929127862,-2.3790754876197653
-max val,0.2,0.9407388156132322,1.7864955559682505,1.3740452740141234,5.103063389772416,-2.4545720497988874
-max val ml,0.2,0.9405950114050681,1.7874850679235927,1.3739571211787516,5.103343640391572,-2.45494243937598
-lower bound,0.2,0.9360077960102888,1.7564010141970727,1.369039094843608,5.088638717310758,-2.482672703578814
-higher bound,0.2,0.9453452674104552,1.8176767177531996,1.3792643002096177,5.117856180529943,-2.4263215166737915
-max val,0.4,0.9417253139760811,1.8096372206105813,1.3750966409000307,5.107694812302288,-2.4864252085664837
-max val ml,0.4,0.9417169467538173,1.807818937544275,1.3751892154788647,5.107927668058595,-2.488279775196286
-lower bound,0.4,0.9372124963356967,1.7798366475700096,1.3700940076246293,5.093356382147527,-2.513916173991749
-higher bound,0.4,0.9462569229377591,1.8401156047041876,1.38007296903345,5.122191632784578,-2.457778944193322
-max val,0.8,0.9437883015136894,1.8568372732977547,1.3772846844143736,5.117231861667608,-2.5524443471989358
-max val ml,0.8,0.9438940664032758,1.85526988512939,1.3770922565793786,5.116033607272701,-2.5539569091121415
-lower bound,0.8,0.9395606779521269,1.8278728473851276,1.3726740498359773,5.103352064512277,-2.580302498931644
-higher bound,0.8,0.9481158002407202,1.8866232148210396,1.3819729094774738,5.131119925057977,-2.523734922382449
-max val,1.2,0.9457322430960632,1.9071492741966292,1.3794566220596656,5.12721686493423,-2.6208868538769856
-max val ml,1.2,0.9456246005584239,1.905883251849438,1.3793368373399868,5.1272552895515915,-2.623373155600799
-lower bound,1.2,0.9417436918084037,1.8789253162271493,1.3750784170323374,5.114034233510897,-2.6490441696030906
-higher bound,1.2,0.9498241824738192,1.9354920926804704,1.3838574776262598,5.140594905737393,-2.5925488406729684
-max val,2.0,0.9491728116554693,2.0137208299528018,1.3836451338715503,5.147724892946498,-2.7655171532152423
-max val ml,2.0,0.9490963066994795,2.0143497957439798,1.3838852067088918,5.148025053845364,-2.765213776733386
-lower bound,2.0,0.9456945060694197,1.9872958398054958,1.3798119378825322,5.1356319850757695,-2.793572574387639
-higher bound,2.0,0.9527516285677742,2.0400852144773602,1.387446590937547,5.159960016276979,-2.736678915972046
-max val,2.5,0.951049211549694,2.0849732731388206,1.3862332515091194,5.1611975591978645,-2.8604256979169627
-max val ml,2.5,0.9512101372268464,2.084843249952704,1.3861720540131077,5.161716456964104,-2.863195774374322
-lower bound,2.5,0.9477338497818666,2.0598478741158766,1.3827716810429722,5.149878422600255,-2.8893836856563837
-higher bound,2.5,0.9542829471281105,2.110455298167392,1.389810616111625,5.172943933141318,-2.8318925099454404
-max val,5.0,0.9572203579555228,2.4753313783068878,1.397676710452481,5.233189500205263,-3.393385696116596
-max val ml,5.0,0.9571001851691762,2.4742301728168776,1.3976346129602153,5.233455249506485,-3.3946801732431524
-lower bound,5.0,0.9551127709350598,2.4542673909613746,1.3954759321447918,5.22463257095041,-3.4237793387827438
-higher bound,5.0,0.9593236381594701,2.496698358156225,1.3998698760014683,5.241965727994611,-3.3620724175443257
-max val,7.5,0.9592266068170422,2.8696656830802594,1.4057689928052788,5.30522267392357,-4.026471865081476
-max val ml,7.5,0.9592886568590804,2.868863263189779,1.4057709042997186,5.305085449443802,-4.028855900253021
-lower bound,7.5,0.9578683573505031,2.8504650131291625,1.4043938769813824,5.298559259726985,-4.064705231700184
-higher bound,7.5,0.9605903059992469,2.88875180382716,1.407156635576516,5.31212504249679,-3.9871934067474726
-max val,10.0,0.9589145335264211,3.218175027989508,1.4113423305159016,5.372203632163964,-4.861616506448026
-max val ml,10.0,0.9588471046297096,3.2184705860651928,1.4113373964368099,5.3724437438644035,-4.863002132553248
-lower bound,10.0,0.9579260636559068,3.1976820308613565,1.4103203174269217,5.365887422810808,-4.952475652091898
-higher bound,10.0,0.9598989529048619,3.2385021170114694,1.4123726447364289,5.378555927364155,-4.777290845425007
-max val,12.0,0.9580323134405195,3.4617996561171784,1.4144207746591235,5.42293500189796,-5.70081283657381
-max val ml,12.0,0.9580842211343694,3.4612394723042614,1.4143477002312972,5.4232438235609814,-5.62210458583866
-lower bound,12.0,0.9571204397394484,3.4345366526528656,1.413477138438904,5.415156658378788,-9.426419987820477
-higher bound,12.0,0.9589482277312735,3.4894591296324076,1.415365404801016,5.430798410476988,-5.434101619336879
-max val,15.0,0.9573106770653087,3.7311721495958823,1.4163911807385507,5.4835546138056035,-16.330686084311363
-max val ml,15.0,0.9574181426105122,3.729757227168861,1.416185233327065,5.4820259986328885,-6.202628133363731
-lower bound,15.0,0.9564168996866371,3.6801505310455846,1.4154460464245218,5.4697071059713105,-27.903529893515717
-higher bound,15.0,0.9582138320406843,3.782457775393083,1.4173306785567015,5.4972413255359776,-6.428214251501294
-max val,18.0,0.9569502880089649,3.899382595952637,1.4170114813512025,5.533227134299452,-16.267835081388256
-max val ml,18.0,0.9570922910819442,3.9021810929619285,1.4169841450590481,5.531485740560099,-6.229666861540679
-lower bound,18.0,0.9560404358931944,3.805381624993754,1.4160441748336685,5.5094334165103405,-27.953492386831563
-higher bound,18.0,0.9578786359436919,3.994978403795395,1.4179715589971185,5.557255041946703,-6.311692583663939
-max val,20.0,0.9567578351723056,3.9965979464388175,1.4172297844145114,5.569831646870056,-15.548250959536126
-max val ml,20.0,0.9569630064098829,4.000279009850334,1.4171050994845078,5.567926114359231,-6.068122207298163
-lower bound,20.0,0.9558269445146611,3.8573492841422135,1.4162518070249768,5.535793685836682,-27.927108917495193
-higher bound,20.0,0.9577068564725995,4.132271226918128,1.4181995006129355,5.604445159974069,-6.096773422902415
+;tshift;$A_0$;$A_1$;$\phi_0$;$\phi_1$;noise
+max val;0.0;0.9390224445124687;1.7538618907896968;1.3725169231763559;5.096310050694141;-2.4073160334197716
+max val ml;0.0;0.9388809114511392;1.7517951078529401;1.3724434436570685;5.095488500942127;-2.4096019106351285
+lower bound;0.0;0.9341132295851389;1.7225185203614528;1.3671595751966519;5.081615479027682;-2.4343700828433157
+higher bound;0.0;0.9439395845922502;1.785876520711281;1.3776826830456679;5.111689929127862;-2.3790754876197653
+max val;0.2;0.9407388156132322;1.7864955559682505;1.3740452740141234;5.103063389772416;-2.4545720497988874
+max val ml;0.2;0.9405950114050681;1.7874850679235927;1.3739571211787516;5.103343640391572;-2.45494243937598
+lower bound;0.2;0.9360077960102888;1.7564010141970727;1.369039094843608;5.088638717310758;-2.482672703578814
+higher bound;0.2;0.9453452674104552;1.8176767177531996;1.3792643002096177;5.117856180529943;-2.4263215166737915
+max val;0.4;0.9417253139760811;1.8096372206105813;1.3750966409000307;5.107694812302288;-2.4864252085664837
+max val ml;0.4;0.9417169467538173;1.807818937544275;1.3751892154788647;5.107927668058595;-2.488279775196286
+lower bound;0.4;0.9372124963356967;1.7798366475700096;1.3700940076246293;5.093356382147527;-2.513916173991749
+higher bound;0.4;0.9462569229377591;1.8401156047041876;1.38007296903345;5.122191632784578;-2.457778944193322
+max val;0.8;0.9437883015136894;1.8568372732977547;1.3772846844143736;5.117231861667608;-2.5524443471989358
+max val ml;0.8;0.9438940664032758;1.85526988512939;1.3770922565793786;5.116033607272701;-2.5539569091121415
+lower bound;0.8;0.9395606779521269;1.8278728473851276;1.3726740498359773;5.103352064512277;-2.580302498931644
+higher bound;0.8;0.9481158002407202;1.8866232148210396;1.3819729094774738;5.131119925057977;-2.523734922382449
+max val;1.2;0.9457322430960632;1.9071492741966292;1.3794566220596656;5.12721686493423;-2.6208868538769856
+max val ml;1.2;0.9456246005584239;1.905883251849438;1.3793368373399868;5.1272552895515915;-2.623373155600799
+lower bound;1.2;0.9417436918084037;1.8789253162271493;1.3750784170323374;5.114034233510897;-2.6490441696030906
+higher bound;1.2;0.9498241824738192;1.9354920926804704;1.3838574776262598;5.140594905737393;-2.5925488406729684
+max val;2.0;0.9491728116554693;2.0137208299528018;1.3836451338715503;5.147724892946498;-2.7655171532152423
+max val ml;2.0;0.9490963066994795;2.0143497957439798;1.3838852067088918;5.148025053845364;-2.765213776733386
+lower bound;2.0;0.9456945060694197;1.9872958398054958;1.3798119378825322;5.1356319850757695;-2.793572574387639
+higher bound;2.0;0.9527516285677742;2.0400852144773602;1.387446590937547;5.159960016276979;-2.736678915972046
+max val;2.5;0.951049211549694;2.0849732731388206;1.3862332515091194;5.1611975591978645;-2.8604256979169627
+max val ml;2.5;0.9512101372268464;2.084843249952704;1.3861720540131077;5.161716456964104;-2.863195774374322
+lower bound;2.5;0.9477338497818666;2.0598478741158766;1.3827716810429722;5.149878422600255;-2.8893836856563837
+higher bound;2.5;0.9542829471281105;2.110455298167392;1.389810616111625;5.172943933141318;-2.8318925099454404
+max val;5.0;0.9572203579555228;2.4753313783068878;1.397676710452481;5.233189500205263;-3.393385696116596
+max val ml;5.0;0.9571001851691762;2.4742301728168776;1.3976346129602153;5.233455249506485;-3.3946801732431524
+lower bound;5.0;0.9551127709350598;2.4542673909613746;1.3954759321447918;5.22463257095041;-3.4237793387827438
+higher bound;5.0;0.9593236381594701;2.496698358156225;1.3998698760014683;5.241965727994611;-3.3620724175443257
+max val;7.5;0.9592266068170422;2.8696656830802594;1.4057689928052788;5.30522267392357;-4.026471865081476
+max val ml;7.5;0.9592886568590804;2.868863263189779;1.4057709042997186;5.305085449443802;-4.028855900253021
+lower bound;7.5;0.9578683573505031;2.8504650131291625;1.4043938769813824;5.298559259726985;-4.064705231700184
+higher bound;7.5;0.9605903059992469;2.88875180382716;1.407156635576516;5.31212504249679;-3.9871934067474726
+max val;10.0;0.9589145335264211;3.218175027989508;1.4113423305159016;5.372203632163964;-4.861616506448026
+max val ml;10.0;0.9588471046297096;3.2184705860651928;1.4113373964368099;5.3724437438644035;-4.863002132553248
+lower bound;10.0;0.9579260636559068;3.1976820308613565;1.4103203174269217;5.365887422810808;-4.952475652091898
+higher bound;10.0;0.9598989529048619;3.2385021170114694;1.4123726447364289;5.378555927364155;-4.777290845425007
+max val;12.0;0.9580323134405195;3.4617996561171784;1.4144207746591235;5.42293500189796;-5.70081283657381
+max val ml;12.0;0.9580842211343694;3.4612394723042614;1.4143477002312972;5.4232438235609814;-5.62210458583866
+lower bound;12.0;0.9571204397394484;3.4345366526528656;1.413477138438904;5.415156658378788;-9.426419987820477
+higher bound;12.0;0.9589482277312735;3.4894591296324076;1.415365404801016;5.430798410476988;-5.434101619336879
+max val;15.0;0.9573106770653087;3.7311721495958823;1.4163911807385507;5.4835546138056035;-16.330686084311363
+max val ml;15.0;0.9574181426105122;3.729757227168861;1.416185233327065;5.4820259986328885;-6.202628133363731
+lower bound;15.0;0.9564168996866371;3.6801505310455846;1.4154460464245218;5.4697071059713105;-27.903529893515717
+higher bound;15.0;0.9582138320406843;3.782457775393083;1.4173306785567015;5.4972413255359776;-6.428214251501294
+max val;18.0;0.9569502880089649;3.899382595952637;1.4170114813512025;5.533227134299452;-16.267835081388256
+max val ml;18.0;0.9570922910819442;3.9021810929619285;1.4169841450590481;5.531485740560099;-6.229666861540679
+lower bound;18.0;0.9560404358931944;3.805381624993754;1.4160441748336685;5.5094334165103405;-27.953492386831563
+higher bound;18.0;0.9578786359436919;3.994978403795395;1.4179715589971185;5.557255041946703;-6.311692583663939
+max val;20.0;0.9567578351723056;3.9965979464388175;1.4172297844145114;5.569831646870056;-15.548250959536126
+max val ml;20.0;0.9569630064098829;4.000279009850334;1.4171050994845078;5.567926114359231;-6.068122207298163
+lower bound;20.0;0.9558269445146611;3.8573492841422135;1.4162518070249768;5.535793685836682;-27.927108917495193
+higher bound;20.0;0.9577068564725995;4.132271226918128;1.4181995006129355;5.604445159974069;-6.096773422902415
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/summary305_w-tau-fixed_nmax_1.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/summary305_w-tau-fixed_nmax_1.csv
index 1775363..ada6e16 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/summary305_w-tau-fixed_nmax_1.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax1_True__fitnoise_True/summary305_w-tau-fixed_nmax_1.csv
@@ -1,15 +1,15 @@
-n,id,t_shift,dlogz,dlogz_err
-1,305,0.0,-72279.89666055392,0.11867514035083018
-1.0,305.0,0.2,-71936.99408540741,0.11899318973919605
-1.0,305.0,0.4,-71707.3816925292,0.11907141653986342
-1.0,305.0,0.8,-71246.12115352202,0.11947256869443469
-1.0,305.0,1.2,-70782.12153794515,0.12009551924600322
-1.0,305.0,2.0,-69845.97656460044,0.12123471456320653
-1.0,305.0,2.5,-69255.72800258864,0.12144913746037206
-1.0,305.0,5.0,-66271.59852646594,0.1239033230919371
-1.0,305.0,7.5,-63325.82214459451,0.12564477072071298
-1.0,305.0,10.0,-60610.4828799314,0.12564833425668073
-1.0,305.0,12.0,-58734.547879618505,0.12179982356635918
-1.0,305.0,15.0,-56224.951523775984,0.11455241541415934
-1.0,305.0,18.0,-53806.05264888167,0.11169030378142179
-1.0,305.0,20.0,-52204.68546681246,0.1100312333375251
+n;id;t_shift;dlogz;dlogz_err
+1;305;0.0;-72279.89666055392;0.11867514035083018
+1.0;305.0;0.2;-71936.99408540741;0.11899318973919605
+1.0;305.0;0.4;-71707.3816925292;0.11907141653986342
+1.0;305.0;0.8;-71246.12115352202;0.11947256869443469
+1.0;305.0;1.2;-70782.12153794515;0.12009551924600322
+1.0;305.0;2.0;-69845.97656460044;0.12123471456320653
+1.0;305.0;2.5;-69255.72800258864;0.12144913746037206
+1.0;305.0;5.0;-66271.59852646594;0.1239033230919371
+1.0;305.0;7.5;-63325.82214459451;0.12564477072071298
+1.0;305.0;10.0;-60610.4828799314;0.12564833425668073
+1.0;305.0;12.0;-58734.547879618505;0.12179982356635918
+1.0;305.0;15.0;-56224.951523775984;0.11455241541415934
+1.0;305.0;18.0;-53806.05264888167;0.11169030378142179
+1.0;305.0;20.0;-52204.68546681246;0.1100312333375251
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_2.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_2.csv
index 41b106f..8780fc4 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_2.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_2.csv
@@ -1,57 +1,57 @@
-,tshift,$A_0$,$A_1$,$A_2$,$\phi_0$,$\phi_1$,$\phi_2$,noise
-max val,0.0,0.9581915509025785,2.7599285729411713,1.8469979776001584,1.3971264559368102,5.2661809064000105,2.390197334871954,-3.3709125159587856
-max val ml,0.0,0.9579735928352537,2.7604060725047295,1.8479001118953626,1.397290650713832,5.266443497941588,2.389826538656933,-3.3715549678063716
-lower bound,0.0,0.9560525575029304,2.7392362363461973,1.824199637161814,1.3949022265507098,5.258701390263384,2.3770522878351743,-3.3998057079411907
-higher bound,0.0,0.9603329334268754,2.7808212831665777,1.870113617003889,1.399379884800076,5.273637658479562,2.4033558386619203,-3.3408995672205
-max val,0.2,0.9586355701680424,2.820741264615795,1.966834181296114,1.3986000573726103,5.277876842947216,2.400932629201459,-3.4515178810309486
-max val ml,0.2,0.9586908729039384,2.8208861877838687,1.9667542441998684,1.3986052636499429,5.277821910383786,2.4013672753945237,-3.4530462744835013
-lower bound,0.2,0.9566444670749725,2.8003333095974448,1.9428790344825693,1.3964938588914353,5.270657282207736,2.3882007664201756,-3.4812260882361983
-higher bound,0.2,0.960670454903475,2.8410163028264046,1.9909197721443794,1.4006437895518398,5.285143643070999,2.413899421814167,-3.421203566199465
-max val,0.4,0.9588752377207803,2.8608146205690494,2.049715453141268,1.3995429586567816,5.285623438671435,2.4080083624672404,-3.5057389380764477
-max val ml,0.4,0.9587986066564038,2.8613202401291558,2.0509616772633894,1.3995111324560974,5.2853145229879255,2.407650718929767,-3.5071285024459833
-lower bound,0.4,0.9569744963751351,2.840495381939457,2.0245275702419647,1.397535279819028,5.278581318569776,2.3953327031590033,-3.5357027500405636
-higher bound,0.4,0.9607914893427895,2.8811643060471805,2.074609637196392,1.4015582518609506,5.292739336766565,2.420892870066631,-3.4756698046161674
-max val,0.8,0.9592522694487464,2.938975539020417,2.2213119048989425,1.401281156765398,5.301035847057142,2.422645237415605,-3.6165564810789768
-max val ml,0.8,0.9592876571776399,2.940465201324433,2.222528498509213,1.401243843810126,5.300325624243301,2.4214123469719295,-3.6210878020363957
-lower bound,0.8,0.9575246705983487,2.919086639302685,2.1948365661714475,1.3994542785221848,5.294215221758255,2.410063190816873,-3.6470448902043344
-higher bound,0.8,0.9610188231312895,2.95879295035876,2.2477412359649005,1.4031143994365338,5.307909653128726,2.4352138991129375,-3.5855894392595857
-max val,1.2,0.9595659101061496,3.014792236276026,2.4009297594507792,1.4028721308816416,5.3158463861421374,2.436683073850833,-3.7289136931732116
-max val ml,1.2,0.9595586190014576,3.0160384111132386,2.4028422049814937,1.4027680486537415,5.315853971126008,2.4363206213000765,-3.7323444070763045
-lower bound,1.2,0.9579698605514453,2.995296982833958,2.3726056138943914,1.4011524040033487,5.309429773631603,2.424605104929083,-3.761002523534497
-higher bound,1.2,0.9611802558468727,3.0342678719168714,2.4288858242751417,1.4045696260697138,5.322398692624698,2.449099726741645,-3.6974711744371938
-max val,2.0,0.9598490636531185,3.1579834022368054,2.7824730480496767,1.4056461683279993,5.3444519212710135,2.464863830671138,-3.9612829022674525
-max val ml,2.0,0.95982865555045,3.158719897692897,2.7841181255326184,1.405879514747047,5.345165097135952,2.465940179717098,-3.9625391714218807
-lower bound,2.0,0.9584504218927044,3.138763740060959,2.7500500843065345,1.4041883052928275,5.338375060032406,2.452887903245283,-3.995691933287379
-higher bound,2.0,0.9612755483056663,3.177559883060089,2.815748768961704,1.407107343395079,5.35058468694981,2.4768019640797387,-3.9262495311070538
-max val,2.5,0.9598736464587347,3.240846845439292,3.0337486885245126,1.4071330467367797,5.3613767412839834,2.4819843886263597,-4.111327451796601
-max val ml,2.5,0.9599936813121449,3.2403474835373816,3.0320078755407858,1.407017635303686,5.360817547183498,2.481077436475052,-4.1144486515105285
-lower bound,2.5,0.9586010966107459,3.2219705874557047,2.9983025974348836,1.405793410125869,5.355520898951666,2.4702980324515456,-4.148092137081143
-higher bound,2.5,0.9611487486335868,3.2600351130374037,3.069399073085701,1.4084633471410073,5.367169755077531,2.493679441816857,-4.073424688857301
-max val,5.0,0.9589777360905112,3.5820235304420973,4.398644926259754,1.4126417763900265,5.434786413568673,2.5615658511551884,-5.002894868036012
-max val ml,5.0,0.9590500131549331,3.58398305207551,4.402285659743227,1.4127097415590815,5.434519707943505,2.560043052482373,-5.014544788848497
-lower bound,5.0,0.9580320063124064,3.5616648799714383,4.339447670400055,1.411638523383676,5.429130714820681,2.5482303289812136,-5.092188964414955
-higher bound,5.0,0.9599495611862596,3.602765079759302,4.460384398696032,1.4136360043105571,5.440574578158108,2.574906475903177,-4.919616652106601
-max val,7.5,0.9575948689119871,3.8444092382899746,6.046034282763465,1.4159595451599993,5.497798940664271,2.638240526980895,-17.52572329568231
-max val ml,7.5,0.9575190033672886,3.8446004743996616,6.049491580146426,1.416008587035926,5.498298755537597,2.639364431247356,-11.729819053425029
-lower bound,7.5,0.9567087151196176,3.813465577044905,5.907609899399348,1.4150320008932329,5.489920308257655,2.615496772078974,-28.140105359429448
-higher bound,7.5,0.9584769187226632,3.8748751132200714,6.185713251500122,1.4168736422663009,5.50581556030281,2.66170568177143,-7.577727006343373
-max val,10.0,0.9571317992542145,4.003629996283527,7.781544637110883,1.4169506247783672,5.541646130014045,2.7075538757583995,-17.65889507619697
-max val ml,10.0,0.9571354796417999,4.006132152404058,7.764266133946733,1.4169688479160656,5.540129842136856,2.7006547746710354,-9.032090348246214
-lower bound,10.0,0.9562355378792776,3.94700858424574,7.366476941308414,1.4160148710132587,5.527686843247569,2.6539024697381075,-28.152965666892378
-higher bound,10.0,0.9580413455191568,4.06089952862478,8.20179188402268,1.417895206947399,5.5559841741657525,2.761394761445213,-7.760963295199158
-max val,12.0,0.9569160653756033,4.0629997462472245,9.10691719064981,1.4171952495623468,5.566900117831777,2.7734408733372597,-17.559298138645346
-max val ml,12.0,0.9569415786987003,4.068453202004763,9.127729106579396,1.4172525553817017,5.566771800087551,2.7680544337826527,-16.39170382867816
-lower bound,12.0,0.9560059106373612,3.974783516641016,8.161491892116667,1.4162361687159097,5.54497462050848,2.666262082028191,-28.188526843898075
-higher bound,12.0,0.9578327591280816,4.151700008250182,10.057228940252156,1.4181659386405767,5.5888555056092235,2.8778626765802358,-7.59614045678282
-max val,15.0,0.9566781161620903,4.1234775854720205,12.429169846130666,1.4173448593040037,5.60681253424125,2.911751167289549,-17.30597287670895
-max val ml,15.0,0.9566918959996673,4.144062643588774,12.791020717624534,1.4173602981242697,5.610784071869651,2.90627160473598,-29.3716789621258
-lower bound,15.0,0.955732926586609,3.9602054429511373,9.312873824419267,1.4163617650901346,5.5675427699938815,2.6618543540299764,-28.178275989307693
-higher bound,15.0,0.9576043298302803,4.288523025952006,15.561038696428936,1.4183303143685784,5.646599870527305,3.159528974960107,-7.146951883963524
-max val,18.0,0.9564848919383131,4.265957035302867,23.077719003413385,1.4175123417940765,5.66368313894418,2.9727013711802646,-17.04234682594558
-max val ml,18.0,0.9565591823228363,4.316276991111153,25.782009978742877,1.4175180180043956,5.680761608504576,2.965406188788982,-6.557368445188693
-lower bound,18.0,0.9555405706533067,3.999390027465914,14.372773528520822,1.4164996773150667,5.600822630380472,2.5580096375830936,-28.12973709407327
-higher bound,18.0,0.957433955854951,4.513270423180179,28.762073640614005,1.4185146235156654,5.719349785523936,3.3804470687492616,-6.73804470762034
-max val,20.0,0.956531526699634,4.29126650465797,25.21761410666126,1.4174856848247754,5.65955824567912,2.881948689253318,-16.23374085456711
-max val ml,20.0,0.9564645376904166,4.388996648402739,29.73878800244398,1.4175674898827806,5.684074171503187,2.8283379548418504,-6.250971579955653
-lower bound,20.0,0.9555701260620509,3.9909679040432096,14.562417166065632,1.416497174493263,5.5929178634190855,2.266223975884309,-28.00217897732481
-higher bound,20.0,0.9574868093322447,4.538985186050224,29.444970516418067,1.4184725593962826,5.7145527713878455,3.4959575469493793,-6.32276313141147
+;tshift;$A_0$;$A_1$;$A_2$;$\phi_0$;$\phi_1$;$\phi_2$;noise
+max val;0.0;0.9581915509025785;2.7599285729411713;1.8469979776001584;1.3971264559368102;5.2661809064000105;2.390197334871954;-3.3709125159587856
+max val ml;0.0;0.9579735928352537;2.7604060725047295;1.8479001118953626;1.397290650713832;5.266443497941588;2.389826538656933;-3.3715549678063716
+lower bound;0.0;0.9560525575029304;2.7392362363461973;1.824199637161814;1.3949022265507098;5.258701390263384;2.3770522878351743;-3.3998057079411907
+higher bound;0.0;0.9603329334268754;2.7808212831665777;1.870113617003889;1.399379884800076;5.273637658479562;2.4033558386619203;-3.3408995672205
+max val;0.2;0.9586355701680424;2.820741264615795;1.966834181296114;1.3986000573726103;5.277876842947216;2.400932629201459;-3.4515178810309486
+max val ml;0.2;0.9586908729039384;2.8208861877838687;1.9667542441998684;1.3986052636499429;5.277821910383786;2.4013672753945237;-3.4530462744835013
+lower bound;0.2;0.9566444670749725;2.8003333095974448;1.9428790344825693;1.3964938588914353;5.270657282207736;2.3882007664201756;-3.4812260882361983
+higher bound;0.2;0.960670454903475;2.8410163028264046;1.9909197721443794;1.4006437895518398;5.285143643070999;2.413899421814167;-3.421203566199465
+max val;0.4;0.9588752377207803;2.8608146205690494;2.049715453141268;1.3995429586567816;5.285623438671435;2.4080083624672404;-3.5057389380764477
+max val ml;0.4;0.9587986066564038;2.8613202401291558;2.0509616772633894;1.3995111324560974;5.2853145229879255;2.407650718929767;-3.5071285024459833
+lower bound;0.4;0.9569744963751351;2.840495381939457;2.0245275702419647;1.397535279819028;5.278581318569776;2.3953327031590033;-3.5357027500405636
+higher bound;0.4;0.9607914893427895;2.8811643060471805;2.074609637196392;1.4015582518609506;5.292739336766565;2.420892870066631;-3.4756698046161674
+max val;0.8;0.9592522694487464;2.938975539020417;2.2213119048989425;1.401281156765398;5.301035847057142;2.422645237415605;-3.6165564810789768
+max val ml;0.8;0.9592876571776399;2.940465201324433;2.222528498509213;1.401243843810126;5.300325624243301;2.4214123469719295;-3.6210878020363957
+lower bound;0.8;0.9575246705983487;2.919086639302685;2.1948365661714475;1.3994542785221848;5.294215221758255;2.410063190816873;-3.6470448902043344
+higher bound;0.8;0.9610188231312895;2.95879295035876;2.2477412359649005;1.4031143994365338;5.307909653128726;2.4352138991129375;-3.5855894392595857
+max val;1.2;0.9595659101061496;3.014792236276026;2.4009297594507792;1.4028721308816416;5.3158463861421374;2.436683073850833;-3.7289136931732116
+max val ml;1.2;0.9595586190014576;3.0160384111132386;2.4028422049814937;1.4027680486537415;5.315853971126008;2.4363206213000765;-3.7323444070763045
+lower bound;1.2;0.9579698605514453;2.995296982833958;2.3726056138943914;1.4011524040033487;5.309429773631603;2.424605104929083;-3.761002523534497
+higher bound;1.2;0.9611802558468727;3.0342678719168714;2.4288858242751417;1.4045696260697138;5.322398692624698;2.449099726741645;-3.6974711744371938
+max val;2.0;0.9598490636531185;3.1579834022368054;2.7824730480496767;1.4056461683279993;5.3444519212710135;2.464863830671138;-3.9612829022674525
+max val ml;2.0;0.95982865555045;3.158719897692897;2.7841181255326184;1.405879514747047;5.345165097135952;2.465940179717098;-3.9625391714218807
+lower bound;2.0;0.9584504218927044;3.138763740060959;2.7500500843065345;1.4041883052928275;5.338375060032406;2.452887903245283;-3.995691933287379
+higher bound;2.0;0.9612755483056663;3.177559883060089;2.815748768961704;1.407107343395079;5.35058468694981;2.4768019640797387;-3.9262495311070538
+max val;2.5;0.9598736464587347;3.240846845439292;3.0337486885245126;1.4071330467367797;5.3613767412839834;2.4819843886263597;-4.111327451796601
+max val ml;2.5;0.9599936813121449;3.2403474835373816;3.0320078755407858;1.407017635303686;5.360817547183498;2.481077436475052;-4.1144486515105285
+lower bound;2.5;0.9586010966107459;3.2219705874557047;2.9983025974348836;1.405793410125869;5.355520898951666;2.4702980324515456;-4.148092137081143
+higher bound;2.5;0.9611487486335868;3.2600351130374037;3.069399073085701;1.4084633471410073;5.367169755077531;2.493679441816857;-4.073424688857301
+max val;5.0;0.9589777360905112;3.5820235304420973;4.398644926259754;1.4126417763900265;5.434786413568673;2.5615658511551884;-5.002894868036012
+max val ml;5.0;0.9590500131549331;3.58398305207551;4.402285659743227;1.4127097415590815;5.434519707943505;2.560043052482373;-5.014544788848497
+lower bound;5.0;0.9580320063124064;3.5616648799714383;4.339447670400055;1.411638523383676;5.429130714820681;2.5482303289812136;-5.092188964414955
+higher bound;5.0;0.9599495611862596;3.602765079759302;4.460384398696032;1.4136360043105571;5.440574578158108;2.574906475903177;-4.919616652106601
+max val;7.5;0.9575948689119871;3.8444092382899746;6.046034282763465;1.4159595451599993;5.497798940664271;2.638240526980895;-17.52572329568231
+max val ml;7.5;0.9575190033672886;3.8446004743996616;6.049491580146426;1.416008587035926;5.498298755537597;2.639364431247356;-11.729819053425029
+lower bound;7.5;0.9567087151196176;3.813465577044905;5.907609899399348;1.4150320008932329;5.489920308257655;2.615496772078974;-28.140105359429448
+higher bound;7.5;0.9584769187226632;3.8748751132200714;6.185713251500122;1.4168736422663009;5.50581556030281;2.66170568177143;-7.577727006343373
+max val;10.0;0.9571317992542145;4.003629996283527;7.781544637110883;1.4169506247783672;5.541646130014045;2.7075538757583995;-17.65889507619697
+max val ml;10.0;0.9571354796417999;4.006132152404058;7.764266133946733;1.4169688479160656;5.540129842136856;2.7006547746710354;-9.032090348246214
+lower bound;10.0;0.9562355378792776;3.94700858424574;7.366476941308414;1.4160148710132587;5.527686843247569;2.6539024697381075;-28.152965666892378
+higher bound;10.0;0.9580413455191568;4.06089952862478;8.20179188402268;1.417895206947399;5.5559841741657525;2.761394761445213;-7.760963295199158
+max val;12.0;0.9569160653756033;4.0629997462472245;9.10691719064981;1.4171952495623468;5.566900117831777;2.7734408733372597;-17.559298138645346
+max val ml;12.0;0.9569415786987003;4.068453202004763;9.127729106579396;1.4172525553817017;5.566771800087551;2.7680544337826527;-16.39170382867816
+lower bound;12.0;0.9560059106373612;3.974783516641016;8.161491892116667;1.4162361687159097;5.54497462050848;2.666262082028191;-28.188526843898075
+higher bound;12.0;0.9578327591280816;4.151700008250182;10.057228940252156;1.4181659386405767;5.5888555056092235;2.8778626765802358;-7.59614045678282
+max val;15.0;0.9566781161620903;4.1234775854720205;12.429169846130666;1.4173448593040037;5.60681253424125;2.911751167289549;-17.30597287670895
+max val ml;15.0;0.9566918959996673;4.144062643588774;12.791020717624534;1.4173602981242697;5.610784071869651;2.90627160473598;-29.3716789621258
+lower bound;15.0;0.955732926586609;3.9602054429511373;9.312873824419267;1.4163617650901346;5.5675427699938815;2.6618543540299764;-28.178275989307693
+higher bound;15.0;0.9576043298302803;4.288523025952006;15.561038696428936;1.4183303143685784;5.646599870527305;3.159528974960107;-7.146951883963524
+max val;18.0;0.9564848919383131;4.265957035302867;23.077719003413385;1.4175123417940765;5.66368313894418;2.9727013711802646;-17.04234682594558
+max val ml;18.0;0.9565591823228363;4.316276991111153;25.782009978742877;1.4175180180043956;5.680761608504576;2.965406188788982;-6.557368445188693
+lower bound;18.0;0.9555405706533067;3.999390027465914;14.372773528520822;1.4164996773150667;5.600822630380472;2.5580096375830936;-28.12973709407327
+higher bound;18.0;0.957433955854951;4.513270423180179;28.762073640614005;1.4185146235156654;5.719349785523936;3.3804470687492616;-6.73804470762034
+max val;20.0;0.956531526699634;4.29126650465797;25.21761410666126;1.4174856848247754;5.65955824567912;2.881948689253318;-16.23374085456711
+max val ml;20.0;0.9564645376904166;4.388996648402739;29.73878800244398;1.4175674898827806;5.684074171503187;2.8283379548418504;-6.250971579955653
+lower bound;20.0;0.9555701260620509;3.9909679040432096;14.562417166065632;1.416497174493263;5.5929178634190855;2.266223975884309;-28.00217897732481
+higher bound;20.0;0.9574868093322447;4.538985186050224;29.444970516418067;1.4184725593962826;5.7145527713878455;3.4959575469493793;-6.32276313141147
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/summary305_w-tau-fixed_nmax_2.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/summary305_w-tau-fixed_nmax_2.csv
index 3c2cc14..9331fbc 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/summary305_w-tau-fixed_nmax_2.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax2_True__fitnoise_True/summary305_w-tau-fixed_nmax_2.csv
@@ -1,15 +1,15 @@
-n,id,t_shift,dlogz,dlogz_err
-2,305,0.0,-70610.08255914613,0.15048337380007465
-2.0,305.0,0.2,-70223.9337848354,0.15073856904829974
-2.0,305.0,0.4,-69966.84421418361,0.1504005689817281
-2.0,305.0,0.8,-69455.57894504836,0.15095084353451269
-2.0,305.0,1.2,-68947.7786354893,0.15054753725353118
-2.0,305.0,2.0,-67950.10925864513,0.15096221184177633
-2.0,305.0,2.5,-67342.38638088695,0.1517258233103606
-2.0,305.0,5.0,-64564.233907541064,0.15024113812323597
-2.0,305.0,7.5,-62275.1597718151,0.14211125447967657
-2.0,305.0,10.0,-60230.79768536833,0.13571233913530495
-2.0,305.0,12.0,-58620.13903712041,0.131260257808891
-2.0,305.0,15.0,-56206.30820667896,0.12108980629445304
-2.0,305.0,18.0,-53799.140496715045,0.11570353436958081
-2.0,305.0,20.0,-52200.903059677534,0.11356157987993624
+n;id;t_shift;dlogz;dlogz_err
+2;305;0.0;-70610.08255914613;0.15048337380007465
+2.0;305.0;0.2;-70223.9337848354;0.15073856904829974
+2.0;305.0;0.4;-69966.84421418361;0.1504005689817281
+2.0;305.0;0.8;-69455.57894504836;0.15095084353451269
+2.0;305.0;1.2;-68947.7786354893;0.15054753725353118
+2.0;305.0;2.0;-67950.10925864513;0.15096221184177633
+2.0;305.0;2.5;-67342.38638088695;0.1517258233103606
+2.0;305.0;5.0;-64564.233907541064;0.15024113812323597
+2.0;305.0;7.5;-62275.1597718151;0.14211125447967657
+2.0;305.0;10.0;-60230.79768536833;0.13571233913530495
+2.0;305.0;12.0;-58620.13903712041;0.131260257808891
+2.0;305.0;15.0;-56206.30820667896;0.12108980629445304
+2.0;305.0;18.0;-53799.140496715045;0.11570353436958081
+2.0;305.0;20.0;-52200.903059677534;0.11356157987993624
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_3.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_3.csv
index 31fd3d4..b89dc03 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_3.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed_nmax_3.csv
@@ -1,57 +1,57 @@
-,tshift,$A_0$,$A_1$,$A_2$,$A_3$,$\phi_0$,$\phi_1$,$\phi_2$,$\phi_3$,noise
-max val,0.0,0.9595553602445378,3.4580164665641537,4.595137851255597,2.116001786732932,1.4097369431045994,5.416674976436692,2.6075753518161435,5.860768602303991,-4.4241991436155494
-max val ml,0.0,0.9595681542470759,3.4566386707252006,4.5959397175305545,2.117698145058952,1.409700751402529,5.417697871835504,2.6100616328967843,5.864392872161587,-4.432429871218837
-lower bound,0.0,0.9584731749347802,3.439600754204438,4.541650527546739,2.076656299561607,1.4085787481720449,5.411402645402319,2.5962506027726766,5.842958534900382,-4.467167073510375
-higher bound,0.0,0.9606669680754809,3.4766683078276848,4.649260293754319,2.155743299083356,1.4109020068895388,5.422121442891731,2.618946701519536,5.878569735317605,-4.3821267958210655
-max val,0.2,0.9594744239598708,3.4982066975373507,4.794530275331257,2.30201362360277,1.4103989285950476,5.4252883385419235,2.6170398315989507,5.864145733918023,-4.522692546772195
-max val ml,0.2,0.9595924645386285,3.494514516733758,4.780456768365758,2.290850550463921,1.4103795279713502,5.424626613517948,2.6166798922121823,5.864177383522141,-4.527908730512223
-lower bound,0.2,0.9584082925980293,3.4793582821535773,4.737354078194977,2.2583558706575264,1.4092800096250542,5.419948737823476,2.6054086529144307,5.845643829298175,-4.568171422811922
-higher bound,0.2,0.960561929301273,3.5174085394753973,4.8521332880493055,2.3461537788216544,1.4115312240320987,5.43076164827963,2.6287298808999187,5.882378937158812,-4.47744518862568
-max val,0.4,0.9593808053980953,3.522623037492908,4.924069669410677,2.4288320621370914,1.410786406399758,5.430751130058975,2.623202046270735,5.866209195557751,-4.590740452604525
-max val ml,0.4,0.959525365367188,3.5244682029834844,4.929712802275229,2.4334619029048095,1.4109658950923654,5.430812767775291,2.623197793882276,5.866415840645664,-4.601777364871115
-lower bound,0.4,0.9583316476526132,3.504124433636652,4.865927090057134,2.3829525921727837,1.4096958538689013,5.425573277395848,2.6118310784396983,5.848152051429464,-4.63887997111193
-higher bound,0.4,0.9604252206241423,3.541662206249628,4.983952597427529,2.4763908014393032,1.4118905008459022,5.436016351148287,2.63458492117041,5.8843580046655495,-4.543409317469326
-max val,0.8,0.9592160464535104,3.5708102313510484,5.188082673386944,2.6999830040287076,1.41155092520635,5.441243420337019,2.6350357506887296,5.870252421226441,-4.729582937578449
-max val ml,0.8,0.9591886500785756,3.568404858456956,5.1824121798654605,2.6970980923784076,1.4115368753054238,5.440880305901388,2.6349752335184826,5.870372403469574,-4.739984929187713
-lower bound,0.8,0.9582168871092234,3.551784238818965,5.12476632271432,2.6467359843158484,1.4105177997074905,5.4360258155184065,2.6232696119974452,5.851155795967456,-4.783547688602397
-higher bound,0.8,0.9602206208148575,3.5901529354601305,5.253143579123083,2.7553934851086037,1.4126081723878854,5.446573142199758,2.6468761248325743,5.889069178166466,-4.676457273649483
-max val,1.2,0.9590220361403958,3.615751806242172,5.453132955653386,2.9906377812649003,1.4122625366168637,5.4513272689301875,2.6466409555867023,5.874010632309552,-4.87776894209286
-max val ml,1.2,0.9591378060588185,3.617254113216581,5.454866154622329,2.990868719204345,1.4121781826435829,5.450698150074979,2.64496222056863,5.871591724818059,-4.878681225558957
-lower bound,1.2,0.9580439494742277,3.5963514584015517,5.383550840432564,2.927494918765147,1.4112603216096464,5.445906660737652,2.634195776372511,5.853869488085385,-4.941678492015727
-higher bound,1.2,0.9599831706713179,3.6353964901848492,5.523372816588569,3.0540449804407617,1.4132637775839112,5.456679708849825,2.65880686784996,5.893709468965255,-4.816383046049765
-max val,2.0,0.9585795971141725,3.697245350573607,5.983542311587903,3.632036910755305,1.4135210792603892,5.470195946252564,2.6689844135577876,5.88148929105703,-5.22036475582054
-max val ml,2.0,0.9584939907440612,3.698391298069141,5.987912574724321,3.6362497670810128,1.4135322866345208,5.4696487417513815,2.6671143531170114,5.878113629718663,-5.241605268083326
-lower bound,2.0,0.957670144340431,3.6770219512225033,5.902229567358142,3.5478455268064355,1.4125672019347977,5.464805463087287,2.6559499981171473,5.85962788283219,-5.3181510171849595
-higher bound,2.0,0.9595016989760186,3.718157862853144,6.0693172249801535,3.7197823956053213,1.4144897050261478,5.475757244274103,2.6820973589167143,5.903222941429713,-5.130906111404911
-max val,2.5,0.9582561190036808,3.7440328384760613,6.319973667269135,4.079240561912779,1.414247993077236,5.48142126163597,2.6825365179836584,5.886050633206477,-5.504010603923277
-max val ml,2.5,0.9582126695149671,3.748739319229218,6.344952954911414,4.1055717036466515,1.4142770755876273,5.4824309459154845,2.683045245807733,5.8851112414300015,-5.497445305996912
-lower bound,2.5,0.9573734799823104,3.7224817107545936,6.225519108721079,3.9739307912523723,1.4133230613559138,5.4757585562622655,2.668695305238545,5.862725503998954,-5.658438734594245
-higher bound,2.5,0.9591591103355622,3.7660002340703813,6.416227311992841,4.187156566601223,1.415182860223428,5.487135287664532,2.6965321113795944,5.9097742714293,-5.371307289240235
-max val,5.0,0.957286047774097,3.9630441233895617,8.35440127857092,7.568442060825374,1.4166025528378636,5.535669682112009,2.7538936694184573,5.908430362258513,-17.020642392944012
-max val ml,5.0,0.9572421593199838,3.960461020115479,8.352197568380467,7.574544126953214,1.4165800465706642,5.5359683670706294,2.7553349904316593,5.910117334817967,-22.024937855739108
-lower bound,5.0,0.9563986124987924,3.9268323262554663,8.10847487904906,7.139290788675574,1.4156751656872053,5.526341411518579,2.7246196681371413,5.851799578098846,-28.014675067432243
-higher bound,5.0,0.958161607088453,3.9999002253270675,8.60069070951071,7.995113862224696,1.4175151858849024,5.544794121463959,2.7834565334198746,5.965514284992186,-8.143655337377442
-max val,7.5,0.9569636004382015,4.068138098123933,10.141687660849763,12.58916936885968,1.4171454226695608,5.567254218712485,2.812885350831012,5.9350400770356,-14.271115724862828
-max val ml,7.5,0.9569343705899374,4.08053171677479,10.274340929263932,12.843925993445232,1.4171769379311794,5.568382372213228,2.8060435226201017,5.908406693037215,-11.766809194907818
-lower bound,7.5,0.9560427110364359,4.000251365867508,9.383427050295492,10.417339737720885,1.4162048149495305,5.551180011868724,2.7419105225250524,5.767405764238116,-27.360287265423317
-higher bound,7.5,0.9578543162301493,4.13319615458664,10.866091562051484,14.670775875707884,1.4180785693151032,5.583580086028705,2.8840761161182695,6.0999893080878795,-7.46385471433846
-max val,10.0,0.9568302844522015,4.101605494714019,11.670508927014819,20.767649131998574,1.4172832286535666,5.587217308169638,2.8826102344627573,5.891888848289521,-16.890511065575676
-max val ml,10.0,0.9567053327436292,4.1209229969091705,12.570136554941595,24.745332794015358,1.4173324660889361,5.5994390304280275,2.920384228799755,6.027962136380207,-11.812833260111788
-lower bound,10.0,0.9559113003917629,3.981212319025387,9.276890574533898,9.557464465843678,1.4163099859396662,5.55550494835998,2.7073504471093948,0.10970291003762134,-28.009125282236273
-higher bound,10.0,0.9577436878100566,4.210645942184332,13.469171298341998,28.492481053118805,1.4182235302830524,5.612546310813362,3.062782311888249,6.216475109719207,-7.674461733262046
-max val,12.0,0.9568319704621349,4.086242139733374,10.85095964976255,17.718390386467796,1.4172627231160626,5.580637340667328,2.8479211463741274,5.106179672791769,-16.662681280614233
-max val ml,12.0,0.9566641257420885,4.1071958302029365,12.80139065688701,28.566055379049125,1.4174735782756434,5.603537015300892,2.9655357380647893,6.11328147781105,-20.835721640014896
-lower bound,12.0,0.9559263251930377,3.96201055507254,8.06168408808506,2.3690272014869196,1.416304684132744,5.551001869101559,2.620453009662799,0.1893883753400924,-28.075988702077062
-higher bound,12.0,0.9577615119826328,4.208791954146363,13.188185801895871,28.58317613488726,1.4182122445137353,5.609028022596547,3.1141194004646513,6.152125393294721,-7.512186695403166
-max val,15.0,0.9566860039162506,4.12369988401709,12.531550613758572,13.90939401960248,1.4173610768788214,5.607321689006883,2.9161078051553933,3.2889500306925292,-17.106854153992582
-max val ml,15.0,0.9566897738161578,4.17760965407968,14.832670453617936,28.008532088838145,1.41738859715102,5.614333664921112,2.8533865052756076,5.199971405960978,-14.182844761674929
-lower bound,15.0,0.9557556420904525,3.962780489110279,9.102540076882281,1.7244155922979387,1.4163969292395873,5.5670972589330505,2.637107754655933,0.3574390219394335,-28.156639505228007
-higher bound,15.0,0.9576026979603873,4.286990334045216,15.965393289786329,27.75746442776653,1.4183515768400172,5.647140868023185,3.1900940055415155,5.920061278253119,-7.202740872523972
-max val,18.0,0.9564996109109627,4.267033710149109,22.96890875105743,14.04919414520585,1.4175284808857809,5.663518110459395,2.9720663327848635,3.0691206404304854,-16.541521425493876
-max val ml,18.0,0.9567288370252622,4.384516885053285,26.661643446813446,20.25225763731179,1.4176043348116913,5.6762371357791,2.9010086452653026,4.681900649146225,-6.505676027815738
-lower bound,18.0,0.9555555958272348,3.9973296098354676,14.217635609597227,1.7768470978940334,1.4165389337658032,5.5995666205001235,2.556850756700796,0.43287404844030225,-28.010582042534715
-higher bound,18.0,0.9574602479418868,4.51236409482041,28.762818187968165,27.83448568643124,1.4185191157260264,5.718315445766006,3.377743846153854,5.837967321723853,-6.7289789472044745
-max val,20.0,0.9565186189722589,4.293424239175842,25.466643375568506,15.785294275589926,1.4174823270454138,5.660594298536793,2.875244768398651,3.1019755307501518,-15.706017111645663
-max val ml,20.0,0.9566141303383616,4.38095858085298,29.264147841277218,22.591364999721335,1.417542896416536,5.67388885118712,2.8407878482882065,3.579039340587197,-6.12353806184926
-lower bound,20.0,0.955571956798604,3.997644955502161,14.408328536144696,2.2267572244019593,1.416497487007649,5.591998660372234,2.2651686179240227,0.4364143360058594,-27.84981453403333
-higher bound,20.0,0.9574775704916632,4.539537513208787,29.490447160305802,28.03112156216558,1.418484212417978,5.714799904639874,3.4782353264912573,5.857789390337855,-6.319228015251781
+;tshift;$A_0$;$A_1$;$A_2$;$A_3$;$\phi_0$;$\phi_1$;$\phi_2$;$\phi_3$;noise
+max val;0.0;0.9595553602445378;3.4580164665641537;4.595137851255597;2.116001786732932;1.4097369431045994;5.416674976436692;2.6075753518161435;5.860768602303991;-4.4241991436155494
+max val ml;0.0;0.9595681542470759;3.4566386707252006;4.5959397175305545;2.117698145058952;1.409700751402529;5.417697871835504;2.6100616328967843;5.864392872161587;-4.432429871218837
+lower bound;0.0;0.9584731749347802;3.439600754204438;4.541650527546739;2.076656299561607;1.4085787481720449;5.411402645402319;2.5962506027726766;5.842958534900382;-4.467167073510375
+higher bound;0.0;0.9606669680754809;3.4766683078276848;4.649260293754319;2.155743299083356;1.4109020068895388;5.422121442891731;2.618946701519536;5.878569735317605;-4.3821267958210655
+max val;0.2;0.9594744239598708;3.4982066975373507;4.794530275331257;2.30201362360277;1.4103989285950476;5.4252883385419235;2.6170398315989507;5.864145733918023;-4.522692546772195
+max val ml;0.2;0.9595924645386285;3.494514516733758;4.780456768365758;2.290850550463921;1.4103795279713502;5.424626613517948;2.6166798922121823;5.864177383522141;-4.527908730512223
+lower bound;0.2;0.9584082925980293;3.4793582821535773;4.737354078194977;2.2583558706575264;1.4092800096250542;5.419948737823476;2.6054086529144307;5.845643829298175;-4.568171422811922
+higher bound;0.2;0.960561929301273;3.5174085394753973;4.8521332880493055;2.3461537788216544;1.4115312240320987;5.43076164827963;2.6287298808999187;5.882378937158812;-4.47744518862568
+max val;0.4;0.9593808053980953;3.522623037492908;4.924069669410677;2.4288320621370914;1.410786406399758;5.430751130058975;2.623202046270735;5.866209195557751;-4.590740452604525
+max val ml;0.4;0.959525365367188;3.5244682029834844;4.929712802275229;2.4334619029048095;1.4109658950923654;5.430812767775291;2.623197793882276;5.866415840645664;-4.601777364871115
+lower bound;0.4;0.9583316476526132;3.504124433636652;4.865927090057134;2.3829525921727837;1.4096958538689013;5.425573277395848;2.6118310784396983;5.848152051429464;-4.63887997111193
+higher bound;0.4;0.9604252206241423;3.541662206249628;4.983952597427529;2.4763908014393032;1.4118905008459022;5.436016351148287;2.63458492117041;5.8843580046655495;-4.543409317469326
+max val;0.8;0.9592160464535104;3.5708102313510484;5.188082673386944;2.6999830040287076;1.41155092520635;5.441243420337019;2.6350357506887296;5.870252421226441;-4.729582937578449
+max val ml;0.8;0.9591886500785756;3.568404858456956;5.1824121798654605;2.6970980923784076;1.4115368753054238;5.440880305901388;2.6349752335184826;5.870372403469574;-4.739984929187713
+lower bound;0.8;0.9582168871092234;3.551784238818965;5.12476632271432;2.6467359843158484;1.4105177997074905;5.4360258155184065;2.6232696119974452;5.851155795967456;-4.783547688602397
+higher bound;0.8;0.9602206208148575;3.5901529354601305;5.253143579123083;2.7553934851086037;1.4126081723878854;5.446573142199758;2.6468761248325743;5.889069178166466;-4.676457273649483
+max val;1.2;0.9590220361403958;3.615751806242172;5.453132955653386;2.9906377812649003;1.4122625366168637;5.4513272689301875;2.6466409555867023;5.874010632309552;-4.87776894209286
+max val ml;1.2;0.9591378060588185;3.617254113216581;5.454866154622329;2.990868719204345;1.4121781826435829;5.450698150074979;2.64496222056863;5.871591724818059;-4.878681225558957
+lower bound;1.2;0.9580439494742277;3.5963514584015517;5.383550840432564;2.927494918765147;1.4112603216096464;5.445906660737652;2.634195776372511;5.853869488085385;-4.941678492015727
+higher bound;1.2;0.9599831706713179;3.6353964901848492;5.523372816588569;3.0540449804407617;1.4132637775839112;5.456679708849825;2.65880686784996;5.893709468965255;-4.816383046049765
+max val;2.0;0.9585795971141725;3.697245350573607;5.983542311587903;3.632036910755305;1.4135210792603892;5.470195946252564;2.6689844135577876;5.88148929105703;-5.22036475582054
+max val ml;2.0;0.9584939907440612;3.698391298069141;5.987912574724321;3.6362497670810128;1.4135322866345208;5.4696487417513815;2.6671143531170114;5.878113629718663;-5.241605268083326
+lower bound;2.0;0.957670144340431;3.6770219512225033;5.902229567358142;3.5478455268064355;1.4125672019347977;5.464805463087287;2.6559499981171473;5.85962788283219;-5.3181510171849595
+higher bound;2.0;0.9595016989760186;3.718157862853144;6.0693172249801535;3.7197823956053213;1.4144897050261478;5.475757244274103;2.6820973589167143;5.903222941429713;-5.130906111404911
+max val;2.5;0.9582561190036808;3.7440328384760613;6.319973667269135;4.079240561912779;1.414247993077236;5.48142126163597;2.6825365179836584;5.886050633206477;-5.504010603923277
+max val ml;2.5;0.9582126695149671;3.748739319229218;6.344952954911414;4.1055717036466515;1.4142770755876273;5.4824309459154845;2.683045245807733;5.8851112414300015;-5.497445305996912
+lower bound;2.5;0.9573734799823104;3.7224817107545936;6.225519108721079;3.9739307912523723;1.4133230613559138;5.4757585562622655;2.668695305238545;5.862725503998954;-5.658438734594245
+higher bound;2.5;0.9591591103355622;3.7660002340703813;6.416227311992841;4.187156566601223;1.415182860223428;5.487135287664532;2.6965321113795944;5.9097742714293;-5.371307289240235
+max val;5.0;0.957286047774097;3.9630441233895617;8.35440127857092;7.568442060825374;1.4166025528378636;5.535669682112009;2.7538936694184573;5.908430362258513;-17.020642392944012
+max val ml;5.0;0.9572421593199838;3.960461020115479;8.352197568380467;7.574544126953214;1.4165800465706642;5.5359683670706294;2.7553349904316593;5.910117334817967;-22.024937855739108
+lower bound;5.0;0.9563986124987924;3.9268323262554663;8.10847487904906;7.139290788675574;1.4156751656872053;5.526341411518579;2.7246196681371413;5.851799578098846;-28.014675067432243
+higher bound;5.0;0.958161607088453;3.9999002253270675;8.60069070951071;7.995113862224696;1.4175151858849024;5.544794121463959;2.7834565334198746;5.965514284992186;-8.143655337377442
+max val;7.5;0.9569636004382015;4.068138098123933;10.141687660849763;12.58916936885968;1.4171454226695608;5.567254218712485;2.812885350831012;5.9350400770356;-14.271115724862828
+max val ml;7.5;0.9569343705899374;4.08053171677479;10.274340929263932;12.843925993445232;1.4171769379311794;5.568382372213228;2.8060435226201017;5.908406693037215;-11.766809194907818
+lower bound;7.5;0.9560427110364359;4.000251365867508;9.383427050295492;10.417339737720885;1.4162048149495305;5.551180011868724;2.7419105225250524;5.767405764238116;-27.360287265423317
+higher bound;7.5;0.9578543162301493;4.13319615458664;10.866091562051484;14.670775875707884;1.4180785693151032;5.583580086028705;2.8840761161182695;6.0999893080878795;-7.46385471433846
+max val;10.0;0.9568302844522015;4.101605494714019;11.670508927014819;20.767649131998574;1.4172832286535666;5.587217308169638;2.8826102344627573;5.891888848289521;-16.890511065575676
+max val ml;10.0;0.9567053327436292;4.1209229969091705;12.570136554941595;24.745332794015358;1.4173324660889361;5.5994390304280275;2.920384228799755;6.027962136380207;-11.812833260111788
+lower bound;10.0;0.9559113003917629;3.981212319025387;9.276890574533898;9.557464465843678;1.4163099859396662;5.55550494835998;2.7073504471093948;0.10970291003762134;-28.009125282236273
+higher bound;10.0;0.9577436878100566;4.210645942184332;13.469171298341998;28.492481053118805;1.4182235302830524;5.612546310813362;3.062782311888249;6.216475109719207;-7.674461733262046
+max val;12.0;0.9568319704621349;4.086242139733374;10.85095964976255;17.718390386467796;1.4172627231160626;5.580637340667328;2.8479211463741274;5.106179672791769;-16.662681280614233
+max val ml;12.0;0.9566641257420885;4.1071958302029365;12.80139065688701;28.566055379049125;1.4174735782756434;5.603537015300892;2.9655357380647893;6.11328147781105;-20.835721640014896
+lower bound;12.0;0.9559263251930377;3.96201055507254;8.06168408808506;2.3690272014869196;1.416304684132744;5.551001869101559;2.620453009662799;0.1893883753400924;-28.075988702077062
+higher bound;12.0;0.9577615119826328;4.208791954146363;13.188185801895871;28.58317613488726;1.4182122445137353;5.609028022596547;3.1141194004646513;6.152125393294721;-7.512186695403166
+max val;15.0;0.9566860039162506;4.12369988401709;12.531550613758572;13.90939401960248;1.4173610768788214;5.607321689006883;2.9161078051553933;3.2889500306925292;-17.106854153992582
+max val ml;15.0;0.9566897738161578;4.17760965407968;14.832670453617936;28.008532088838145;1.41738859715102;5.614333664921112;2.8533865052756076;5.199971405960978;-14.182844761674929
+lower bound;15.0;0.9557556420904525;3.962780489110279;9.102540076882281;1.7244155922979387;1.4163969292395873;5.5670972589330505;2.637107754655933;0.3574390219394335;-28.156639505228007
+higher bound;15.0;0.9576026979603873;4.286990334045216;15.965393289786329;27.75746442776653;1.4183515768400172;5.647140868023185;3.1900940055415155;5.920061278253119;-7.202740872523972
+max val;18.0;0.9564996109109627;4.267033710149109;22.96890875105743;14.04919414520585;1.4175284808857809;5.663518110459395;2.9720663327848635;3.0691206404304854;-16.541521425493876
+max val ml;18.0;0.9567288370252622;4.384516885053285;26.661643446813446;20.25225763731179;1.4176043348116913;5.6762371357791;2.9010086452653026;4.681900649146225;-6.505676027815738
+lower bound;18.0;0.9555555958272348;3.9973296098354676;14.217635609597227;1.7768470978940334;1.4165389337658032;5.5995666205001235;2.556850756700796;0.43287404844030225;-28.010582042534715
+higher bound;18.0;0.9574602479418868;4.51236409482041;28.762818187968165;27.83448568643124;1.4185191157260264;5.718315445766006;3.377743846153854;5.837967321723853;-6.7289789472044745
+max val;20.0;0.9565186189722589;4.293424239175842;25.466643375568506;15.785294275589926;1.4174823270454138;5.660594298536793;2.875244768398651;3.1019755307501518;-15.706017111645663
+max val ml;20.0;0.9566141303383616;4.38095858085298;29.264147841277218;22.591364999721335;1.417542896416536;5.67388885118712;2.8407878482882065;3.579039340587197;-6.12353806184926
+lower bound;20.0;0.955571956798604;3.997644955502161;14.408328536144696;2.2267572244019593;1.416497487007649;5.591998660372234;2.2651686179240227;0.4364143360058594;-27.84981453403333
+higher bound;20.0;0.9574775704916632;4.539537513208787;29.490447160305802;28.03112156216558;1.418484212417978;5.714799904639874;3.4782353264912573;5.857789390337855;-6.319228015251781
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/summary305_w-tau-fixed_nmax_3.csv b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/summary305_w-tau-fixed_nmax_3.csv
index d5613f3..ef0b010 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/summary305_w-tau-fixed_nmax_3.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-fixed-nmax3_True__fitnoise_True/summary305_w-tau-fixed_nmax_3.csv
@@ -1,15 +1,15 @@
-n,id,t_shift,dlogz,dlogz_err
-3,305,0.0,-69128.46210632399,0.17531173019497737
-3.0,305.0,0.2,-68785.38947726508,0.17559429069342516
-3.0,305.0,0.4,-68560.33617703416,0.1752367811925431
-3.0,305.0,0.8,-68121.70537367245,0.17574405214178884
-3.0,305.0,1.2,-67696.57540165073,0.1755516476769796
-3.0,305.0,2.0,-66886.3994525885,0.17378260877388943
-3.0,305.0,2.5,-66406.2659351285,0.1727487606433252
-3.0,305.0,5.0,-64244.13896579006,0.16157668961110394
-3.0,305.0,7.5,-62234.63748836127,0.15053668860442562
-3.0,305.0,10.0,-60227.51038522686,0.1402326410626297
-3.0,305.0,12.0,-58619.638893608,0.1325804533853861
-3.0,305.0,15.0,-56207.704548967915,0.12412244981511238
-3.0,305.0,18.0,-53799.29309086893,0.11607637481828158
-3.0,305.0,20.0,-52200.807086190245,0.11349231813175194
+n;id;t_shift;dlogz;dlogz_err
+3;305;0.0;-69128.46210632399;0.17531173019497737
+3.0;305.0;0.2;-68785.38947726508;0.17559429069342516
+3.0;305.0;0.4;-68560.33617703416;0.1752367811925431
+3.0;305.0;0.8;-68121.70537367245;0.17574405214178884
+3.0;305.0;1.2;-67696.57540165073;0.1755516476769796
+3.0;305.0;2.0;-66886.3994525885;0.17378260877388943
+3.0;305.0;2.5;-66406.2659351285;0.1727487606433252
+3.0;305.0;5.0;-64244.13896579006;0.16157668961110394
+3.0;305.0;7.5;-62234.63748836127;0.15053668860442562
+3.0;305.0;10.0;-60227.51038522686;0.1402326410626297
+3.0;305.0;12.0;-58619.638893608;0.1325804533853861
+3.0;305.0;15.0;-56207.704548967915;0.12412244981511238
+3.0;305.0;18.0;-53799.29309086893;0.11607637481828158
+3.0;305.0;20.0;-52200.807086190245;0.11349231813175194
\ No newline at end of file
-- 
GitLab