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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/best_values_305_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/best_values_305_w-tau_nmax_1.csv
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--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/best_values_305_w-tau_nmax_1.csv
@@ -0,0 +1,117 @@
+,tshift,$\omega_0$,$\omega_1$,$\tau_0$,$\tau_1$,$A_0$,$A_1$,$\phi_0$,$\phi_1$
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+max val ml,0.0,0.6404973690715112,0.7800960654344063,14.821256597688864,7.3989437623854375,2.05917827983979,8.747871672791133,4.0832965083556045,0.792381642718611
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+max val ml,0.2,0.6811578975851199,0.777378574434615,14.407147386165787,5.954898938607892,0.712857368631156,3.005796397626881,5.94961309286584,2.3641926080854687
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+max val ml,0.4,0.22859206897016426,0.693984197939173,9.579861975729987,6.6147383958365555,1.4382576780457645,10.547089811144884,5.729652004040978,6.194268864330167
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+max val ml,0.8,0.38099486261155424,0.5284623167741364,9.318585507046276,7.327552159357791,2.2943470612987684,10.045091900095636,4.334811130086923,2.0167251495781353
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+max val ml,1.2,0.4599971065529581,0.20841711231701676,15.739990917783558,6.10314848951177,0.9528885574173013,5.844371783623297,1.2732277498572606,4.833317593690894
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+max val ml,2.0,0.2356618978901831,0.5494819340021474,14.584038630420558,6.09468154305544,2.57708564982511,4.5207594273028215,4.660888834579772,0.967801484478807
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+max val ml,5.0,0.25883134359387344,0.1960409553328702,10.687592787595104,4.761886528369917,2.324464305128786,2.7042127534049487,0.4860494897097521,0.55721377466632
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+max val ml,7.5,0.38254815000701065,0.6901374907903788,8.294497298252928,4.3880596238438265,2.606307950107685,1.9304927651678871,0.5984372530285805,4.419202790408772
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+higher bound,7.5,0.7702403010420683,0.7638327139844203,15.603288109813729,7.4808584151022375,2.858958251363084,14.224127833160143,5.9747226884816245,5.953240423075606
+max val,10.0,0.504345728301873,0.4714597470700679,12.028145602573979,5.596110488726705,1.5090784072652683,7.404768866085469,3.1551303993349653,3.0826307749105077
+max val ml,10.0,0.4281126845004912,0.22470679346364686,14.577802572451436,4.774915095966339,2.329828954309529,5.0510267906263175,1.5982698761059786,3.9900510213157565
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+max val ml,12.0,0.2848225505640888,0.32500002669977,10.337074248704202,4.010843294019591,2.3429910688983244,11.111688731859271,3.156224577265165,0.5676574724759534
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+max val,15.0,0.5008611792204217,0.47606684131852706,12.01412963420752,5.6107525796965145,1.4967911467734085,7.490541520407833,3.1516221461592693,3.1291861109516312
+max val ml,15.0,0.22234069835374826,0.3762698160868651,15.057167888056746,5.6723323841061895,1.1211927663374652,11.345229837718072,4.1328252889913015,4.551443019883084
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+higher bound,15.0,0.7681575477119518,0.7683493457399884,15.602536203996767,7.487021468054897,2.853848294518976,14.233317293070455,5.977821825483832,5.982501802312955
+max val,18.0,0.49754961316782614,0.47189153069089596,11.928439001595867,5.635171775297971,1.5124581286364025,7.558061929693196,3.072814993301019,3.1794178195889113
+max val ml,18.0,0.6916848920800123,0.189533879366663,14.387841720323477,4.926707079556281,2.7538545780939137,0.6867042618379632,2.4136893921651263,4.044779749489559
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+higher bound,18.0,0.7715907994430986,0.7698294710191611,15.591319910846725,7.4981810941208735,2.843719825070889,14.225155216336063,5.965856060675463,5.957207099999781
+max val,20.0,0.5011634148509867,0.47506552636330196,11.992240986513542,5.586774521482576,1.4970461146696863,7.497945117825908,3.154244836989846,3.1775290821015236
+max val ml,20.0,0.5058884387534588,0.7811545930123477,15.55877810782755,5.948599555813231,1.4270569251338714,14.855388659101239,3.6810695034574454,0.06576832253342019
+lower bound,20.0,0.22999074930425745,0.18195135397380813,8.34292770469974,3.7156190772952202,0.14740752468631957,0.7808790836749896,0.31881034928748936,0.32900130002391215
+higher bound,20.0,0.7722639329677535,0.7679837226984745,15.59625075880545,7.504381847159446,2.8382054965566823,14.287080310554568,5.955971795972582,5.999731165962854
+max val,0.0,0.4990746136788479,0.47330806121478675,12.024508012186285,5.619341745189903,1.4735837661371347,7.421888710556298,3.1319637845487853,3.2121325848445696
+max val ml,0.0,0.7013522101288501,0.5423475583805277,9.631825233230703,6.896397514776719,1.466135399551081,10.236084989596229,5.669595228625694,5.120260975281112
+lower bound,0.0,0.22785821061258926,0.1814733410091401,8.397934024411846,3.7180550429885013,0.1480605518650071,0.6955674219347818,0.31704134417231467,0.31477539369858165
+higher bound,0.0,0.7708976938737049,0.7659035729617255,15.612962330183178,7.482065185253841,2.8412278591592033,14.22233788215052,5.959903634858975,5.9766344281159345
+max val,0.0,0.5377546929377119,0.6462959758658413,15.328792649694869,6.622909348723759,0.45585699187240614,0.8314047173078577,5.758920323487627,2.1940025667544023
+max val ml,0.0,0.5377691741033147,0.6463197799943465,15.324216056413935,6.62001131371301,0.4560954310686378,0.8315173509789663,5.759351866433838,2.194490446122303
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+higher bound,0.0,0.5381368669724733,0.6470018636881562,15.402674362215496,6.651073832958234,0.45941661175321036,0.8358751410760907,5.769407492872455,2.200076659857166
+max val,0.2,0.5358210592359798,0.6387331938991755,14.756702626893283,6.5994277029206305,0.4868637968721091,0.8920998108094098,5.684099755947862,2.161855861245072
+max val ml,0.2,0.5358242134695902,0.6386773849837618,14.751138957157217,6.598019987759643,0.4873610751050884,0.8926550675454257,5.683976689944379,2.1620044632150948
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+higher bound,0.2,0.5362235100097132,0.6394436997224887,14.83232603586708,6.629460575945578,0.4912349244707215,0.8974536070479514,5.6954235376816635,2.168398445887416
+max val,0.4,0.5344569088926121,0.6319536279189708,14.216058946424589,6.561424993942631,0.5230804498636661,0.954825710732312,5.624182415879107,2.1382386145627876
+max val ml,0.4,0.5344884375668328,0.6318696462869494,14.207906484068799,6.560025176300093,0.5238171331283861,0.9555782587649019,5.624472254822156,2.1387437672572216
+lower bound,0.4,0.534029713947048,0.6312048856892096,14.137436037165372,6.530355694560603,0.5179296325679141,0.9485343832192179,5.611913426638155,2.1311418888977967
+higher bound,0.4,0.534883176635081,0.6327036411008994,14.294571227849993,6.592487508425614,0.5283781572431463,0.9612615007484389,5.636481176716602,2.1453962396058364
+max val,0.8,0.5332274382062592,0.62004307093124,13.268287467090286,6.454060043592159,0.6101110821019453,1.0868213837500647,5.546369253992836,2.1136545966056475
+max val ml,0.8,0.5332599220535583,0.6200379472887337,13.271497821671993,6.451309050416193,0.610143493799935,1.0866725905322017,5.547624503151627,2.1144367437221367
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6d78d0197dde20d896958279f794a8b57232b89
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.0_w-tau_nmax_1.csv
@@ -0,0 +1,2536 @@
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.2_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.2_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d78003b19a773b5c01e368c08832bc261ef4e728
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.2_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.4_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.4_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..164f511d913d4388dbf658c753f58e0924ef98ca
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.4_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.8_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.8_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4378501921fa19e78d190a40d6e53f690d6d9207
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_0.8_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_1.2_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_1.2_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90cb935d1717a3de4876f547a5ca0a71df6195ff
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_1.2_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_10.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_10.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1e743d82e31cedb4b9b11cb51156a6af5b46fa1
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_10.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_12.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_12.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02be6be6a455523fa11305d8f809927c113f62c5
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_12.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_15.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_15.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6f339e19d7f16192fc688f21b92eac5dc9eae20
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_15.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_18.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_18.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97166733d860bd30b6f3a22a11f1ad99e1dbbd84
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_18.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_2.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_2.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50cef5e00ae3ae1007bb0871986265c5819d0f50
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_2.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_2.5_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_2.5_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e02f64484f62a73e1518e4f00c6a76416a31f18d
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_2.5_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_20.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_20.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12d04b6375ade31691d7ec5a12a0feeab4998167
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_20.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_5.0_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_5.0_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac13bb0320d8e7f3e3b49f3161615808db708893
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_5.0_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_7.5_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_7.5_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9429ab1fc65f05cd6787bc00cf97c402696dd64
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/posterior_samples-305tshift_7.5_w-tau_nmax_1.csv
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diff --git a/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/summary305_w-tau_nmax_1.csv b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/summary305_w-tau_nmax_1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d126135cf8c9e77c5bea16bd8ca59c7c8447527
--- /dev/null
+++ b/results_new/0305/Mock_data/w-tau-nmax1_True_0.002_fitnoise_False/summary305_w-tau_nmax_1.csv
@@ -0,0 +1,30 @@
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