diff --git a/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/best_values_305_w-tau_nmax_0.csv b/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/best_values_305_w-tau_nmax_0.csv
index e59cdf29799a30c197fbcb4b50669f34d198033c..44d03a65d84d4f84216d87d847f2ac4e615b88ca 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/best_values_305_w-tau_nmax_0.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/best_values_305_w-tau_nmax_0.csv
@@ -1,57 +1,57 @@
-,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
-max val,15.0,0.5541747592454626,11.808589864986164,0.9272728140441258,1.3077912019435265,-3.5909303373584294
-max val ml,15.0,0.5541753881147298,11.808392696342999,0.9275099699930027,1.30777114510083,-3.592043140736486
-lower bound,15.0,0.5540884956659768,11.796921365470663,0.9228143619384992,1.3029954253315061,-3.6278027043688255
-higher bound,15.0,0.5542610996324946,11.820661088119243,0.9317542217329586,1.3127855473957526,-3.5545204256961256
-max val,18.0,0.5546433570988333,11.779708523987823,0.9399396907997077,1.338902328819166,-4.2450918277249805
-max val ml,18.0,0.5546391973181781,11.780458585158884,0.9396868230144251,1.3386053694599431,-4.245685301277035
-lower bound,18.0,0.554582254591407,11.771206684929973,0.9366463819417046,1.3353379318274876,-4.3052471348255565
-higher bound,18.0,0.5547045707014144,11.788118808834415,0.9432571415768303,1.342407966389888,-4.1856642450714965
-max val,20.0,0.5548603612941303,11.75981071752453,0.9479222719147096,1.353782407758065,-4.896379772779532
-max val ml,20.0,0.5548602077312552,11.760314489483932,0.9478069120116444,1.353813782702966,-4.887360768787758
-lower bound,20.0,0.5548109829633214,11.753009193974965,0.9450773173549527,1.3507912423381665,-5.029930784258988
-higher bound,20.0,0.554910849047849,11.766911523117104,0.9506790361242874,1.3567433223414394,-4.7779028076718575
+;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
+max val;15.0;0.5541747592454626;11.808589864986164;0.9272728140441258;1.3077912019435265;-3.5909303373584294
+max val ml;15.0;0.5541753881147298;11.808392696342999;0.9275099699930027;1.30777114510083;-3.592043140736486
+lower bound;15.0;0.5540884956659768;11.796921365470663;0.9228143619384992;1.3029954253315061;-3.6278027043688255
+higher bound;15.0;0.5542610996324946;11.820661088119243;0.9317542217329586;1.3127855473957526;-3.5545204256961256
+max val;18.0;0.5546433570988333;11.779708523987823;0.9399396907997077;1.338902328819166;-4.2450918277249805
+max val ml;18.0;0.5546391973181781;11.780458585158884;0.9396868230144251;1.3386053694599431;-4.245685301277035
+lower bound;18.0;0.554582254591407;11.771206684929973;0.9366463819417046;1.3353379318274876;-4.3052471348255565
+higher bound;18.0;0.5547045707014144;11.788118808834415;0.9432571415768303;1.342407966389888;-4.1856642450714965
+max val;20.0;0.5548603612941303;11.75981071752453;0.9479222719147096;1.353782407758065;-4.896379772779532
+max val ml;20.0;0.5548602077312552;11.760314489483932;0.9478069120116444;1.353813782702966;-4.887360768787758
+lower bound;20.0;0.5548109829633214;11.753009193974965;0.9450773173549527;1.3507912423381665;-5.029930784258988
+higher bound;20.0;0.554910849047849;11.766911523117104;0.9506790361242874;1.3567433223414394;-4.7779028076718575
\ No newline at end of file
diff --git a/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/summary305_w-tau_nmax_0.csv b/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/summary305_w-tau_nmax_0.csv
index fd86b3e256d5e882d87b067643b66831ddc81bcc..ea486a1ffea11b5c4ec2aa202cd8205c65f88564 100644
--- a/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/summary305_w-tau_nmax_0.csv
+++ b/results_new/0305/NR_Model_Noise/w-tau-nmax0_True__fitnoise_True/summary305_w-tau_nmax_0.csv
@@ -1,15 +1,15 @@
-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
-0.0,305.0,15.0,-57683.82268535731,0.251732403505106
-0.0,305.0,18.0,-54584.69447579721,0.2579374489027465
-0.0,305.0,20.0,-52611.54825333929,0.2612959495925401
+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
+0.0;305.0;15.0;-57683.82268535731;0.251732403505106
+0.0;305.0;18.0;-54584.69447579721;0.2579374489027465
+0.0;305.0;20.0;-52611.54825333929;0.2612959495925401
\ No newline at end of file