
[1mRooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby[0m 
                Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University
                All rights reserved, please read http://roofit.sourceforge.net/license.txt

file: ../results//muhad_mA1000_comb_combined_AllSyst_model.root
Creating asimov data at mu = 0, profiling at mu = 0
------------------------
Getting limit for nll: nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: VariableMetricBuilder: Stop the minimization - reached machine accuracy limit
Info in <Minuit2>: Edm is smaller than machine accuracy : machineLimit = 0.0218352
Info in <Minuit2>: Current  Edm is : edm = 0.00126204
Info in <Minuit2>: Required Edm is : edmval = 0.001
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366333.495481583872
Edm   = 0.00126203561256104952
Nfcn  = 2338
alpha_ATLAS_norm_DYZ	  = 0.124407	 +/-  0.764699	(limited)
alpha_ATLAS_norm_sig	  = -4.99964	 +/-  0.671902	(limited)
alpha_ATLAS_norm_top	  = -0.400019	 +/-  0.965852	(limited)
alpha_ATLAS_norm_wjets	  = -0.372906	 +/-  0.616262	(limited)
alpha_ATLAS_norm_zjets	  = 0.0402311	 +/-  0.32079	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00025	 +/-  0.0065377	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00047	 +/-  0.0120118	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00638	 +/-  0.0549878	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00768	 +/-  0.0517084	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00816	 +/-  0.0538621	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 0.998344	 +/-  0.0735894	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 0.999248	 +/-  0.0678277	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.995381	 +/-  0.0791441	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 0.997854	 +/-  0.0827439	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.993087	 +/-  0.0940737	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.991428	 +/-  0.0877907	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.986455	 +/-  0.0683011	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00158	 +/-  0.0165782	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.968389	 +/-  0.121255	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.954153	 +/-  0.0941649	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.913712	 +/-  0.112479	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.921324	 +/-  0.103287	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.849831	 +/-  0.114152	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.783536	 +/-  0.126612	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.731156	 +/-  0.153018	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.642017	 +/-  0.149125	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.511481	 +/-  0.157098	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.484395	 +/-  0.179487	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00586	 +/-  0.0232983	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.474015	 +/-  0.162712	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.267	 +/-  0.256998	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.523907	 +/-  0.481096	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00874	 +/-  0.0296552	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00972	 +/-  0.0350335	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00958	 +/-  0.0385691	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00955	 +/-  0.0396206	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00868	 +/-  0.0418981	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00747	 +/-  0.049612	(limited)
Fit status is 0
Initial guess:  0.14846
Sigma(obs):     0.0757103
Sigma(mu,0):    0.0757103
muhat:          0
qmu95:          3.83948
qmu:            174.458
pmu:            0
1-pb:           1
CLs:            0.5

----------------------
Starting iteration 0 of nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366415.320055798627
Edm   = 0.00041519490199601756
Nfcn  = 2303
alpha_ATLAS_norm_DYZ	  = 0.0300379	 +/-  0.764228	(limited)
alpha_ATLAS_norm_sig	  = -0.458598	 +/-  0.981892	(limited)
alpha_ATLAS_norm_top	  = -0.103526	 +/-  0.963202	(limited)
alpha_ATLAS_norm_wjets	  = -0.088606	 +/-  0.61443	(limited)
alpha_ATLAS_norm_zjets	  = 0.00792608	 +/-  0.320407	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00009	 +/-  0.00653747	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00013	 +/-  0.0120155	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00185	 +/-  0.0544833	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00208	 +/-  0.0512315	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00221	 +/-  0.0533198	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00048	 +/-  0.0730771	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00068	 +/-  0.0672508	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 1.00002	 +/-  0.0785272	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00056	 +/-  0.0819998	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999704	 +/-  0.0932781	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999339	 +/-  0.0870782	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998349	 +/-  0.0677707	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00039	 +/-  0.0165627	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.995263	 +/-  0.120273	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.992441	 +/-  0.0935414	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.984689	 +/-  0.112017	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.986228	 +/-  0.102753	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.971459	 +/-  0.114409	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.957259	 +/-  0.127823	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.942827	 +/-  0.157062	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.912947	 +/-  0.159449	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.850592	 +/-  0.185375	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.800499	 +/-  0.223924	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00142	 +/-  0.0231491	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.742686	 +/-  0.208493	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.41039	 +/-  0.366568	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.565494	 +/-  0.51646	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00211	 +/-  0.0293704	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00236	 +/-  0.0346736	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00234	 +/-  0.0381926	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00237	 +/-  0.0392193	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00221	 +/-  0.0415069	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.002	 +/-  0.0491685	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.14846
Sigma(obs):     0.0451569
Sigma(mu,0):    0.0451569
muhat:          0
pmu:            0.000505134
1-pb:           0.5
CLs:            0.00101027
qmu95:          2.79243
qmu:            10.8087
qmuA0:          10.8087
Precision:      0.000442741
Correction:     -0.0599121
New guess:      0.0885481

----------------------
Starting iteration 1 of nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366418.470922819048
Edm   = 0.000103476657763630398
Nfcn  = 2225
alpha_ATLAS_norm_DYZ	  = 0.0201168	 +/-  0.765127	(limited)
alpha_ATLAS_norm_sig	  = -0.197064	 +/-  0.992881	(limited)
alpha_ATLAS_norm_top	  = -0.0651744	 +/-  0.961965	(limited)
alpha_ATLAS_norm_wjets	  = -0.0579578	 +/-  0.615535	(limited)
alpha_ATLAS_norm_zjets	  = 0.00493516	 +/-  0.321162	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00006	 +/-  0.00655775	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00008	 +/-  0.0120306	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00119	 +/-  0.0544275	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00131	 +/-  0.0511832	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.0014	 +/-  0.0532661	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00021	 +/-  0.0729946	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00037	 +/-  0.06717	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999915	 +/-  0.0784279	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00026	 +/-  0.0818862	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999691	 +/-  0.0931477	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999487	 +/-  0.0869629	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.999089	 +/-  0.0676988	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00024	 +/-  0.0165775	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.997206	 +/-  0.120119	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.995452	 +/-  0.0934298	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.990673	 +/-  0.111876	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.991633	 +/-  0.102624	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.982505	 +/-  0.114262	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.973768	 +/-  0.127659	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.964714	 +/-  0.156895	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.94588	 +/-  0.159431	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.905796	 +/-  0.185898	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.871056	 +/-  0.225993	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00092	 +/-  0.0231722	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.826857	 +/-  0.213036	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.531983	 +/-  0.421536	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.597316	 +/-  0.540598	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00137	 +/-  0.029355	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00153	 +/-  0.0346495	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00151	 +/-  0.0381643	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00151	 +/-  0.0391878	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.0014	 +/-  0.041473	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00126	 +/-  0.0491257	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.0885481
Sigma(obs):     0.0417099
Sigma(mu,0):    0.0417099
muhat:          0
pmu:            0.016879
1-pb:           0.5
CLs:            0.033758
qmu95:          3.56268
qmu:            4.50692
qmuA0:          4.50692
Precision:      0.000408945
Correction:     -0.00675915
New guess:      0.081789

----------------------
Starting iteration 2 of nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366418.761310585949
Edm   = 4.75101828190332088e-07
Nfcn  = 2156
alpha_ATLAS_norm_DYZ	  = 0.0185714	 +/-  0.779511	(limited)
alpha_ATLAS_norm_sig	  = -0.173326	 +/-  0.993281	(limited)
alpha_ATLAS_norm_top	  = -0.0598061	 +/-  0.962914	(limited)
alpha_ATLAS_norm_wjets	  = -0.0526571	 +/-  0.623915	(limited)
alpha_ATLAS_norm_zjets	  = 0.00417577	 +/-  0.327786	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00006	 +/-  0.0066532	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00007	 +/-  0.0121148	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00105	 +/-  0.0544825	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00119	 +/-  0.0512352	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00126	 +/-  0.05333	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00014	 +/-  0.0730115	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00029	 +/-  0.0672134	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999863	 +/-  0.078447	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00017	 +/-  0.0819106	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999646	 +/-  0.0931647	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999462	 +/-  0.0869862	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998953	 +/-  0.0677164	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00022	 +/-  0.0166789	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.99703	 +/-  0.120092	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.995507	 +/-  0.0934244	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.991032	 +/-  0.111854	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.991958	 +/-  0.102614	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.9835	 +/-  0.114237	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.975423	 +/-  0.127643	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.966963	 +/-  0.15686	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.949687	 +/-  0.159417	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.91285	 +/-  0.186002	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.880494	 +/-  0.226279	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00083	 +/-  0.0232273	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.839285	 +/-  0.213677	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.555081	 +/-  0.428849	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.599676	 +/-  0.54492	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00124	 +/-  0.0294566	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00139	 +/-  0.0347503	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00138	 +/-  0.0382486	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00137	 +/-  0.0392828	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00127	 +/-  0.0415448	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00114	 +/-  0.0491834	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.081789
Sigma(obs):     0.0412773
Sigma(mu,0):    0.0412773
muhat:          0
pmu:            0.0237704
1-pb:           0.5
CLs:            0.0475408
qmu95:          3.81623
qmu:            3.92614
qmuA0:          3.92614
Precision:      0.000404703
Correction:     -0.000848302
New guess:      0.0809407

----------------------
Starting iteration 3 of nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366418.796673102886
Edm   = 7.39946697055874999e-09
Nfcn  = 2172
alpha_ATLAS_norm_DYZ	  = 0.018333	 +/-  0.780588	(limited)
alpha_ATLAS_norm_sig	  = -0.170729	 +/-  0.993471	(limited)
alpha_ATLAS_norm_top	  = -0.059335	 +/-  0.963804	(limited)
alpha_ATLAS_norm_wjets	  = -0.0518161	 +/-  0.624652	(limited)
alpha_ATLAS_norm_zjets	  = 0.00406392	 +/-  0.328748	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00006	 +/-  0.00665907	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00007	 +/-  0.0121158	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00104	 +/-  0.0544826	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00117	 +/-  0.0512361	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00124	 +/-  0.053331	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00014	 +/-  0.073012	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00028	 +/-  0.0672132	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999859	 +/-  0.0784472	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00017	 +/-  0.0819108	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999644	 +/-  0.093164	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999462	 +/-  0.0869846	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998959	 +/-  0.0677162	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00022	 +/-  0.0166831	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.997055	 +/-  0.120091	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.995547	 +/-  0.0934234	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.991119	 +/-  0.111853	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.992032	 +/-  0.102615	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.983663	 +/-  0.11424	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.975667	 +/-  0.127642	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.967294	 +/-  0.156862	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.950193	 +/-  0.159445	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.913724	 +/-  0.186034	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.881658	 +/-  0.226343	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00082	 +/-  0.0232302	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.840784	 +/-  0.213765	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.558111	 +/-  0.429948	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.600601	 +/-  0.545565	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00122	 +/-  0.0294575	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00137	 +/-  0.0347502	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00135	 +/-  0.0382479	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00135	 +/-  0.039283	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00125	 +/-  0.0415463	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00113	 +/-  0.0491843	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.0809407
Sigma(obs):     0.0412222
Sigma(mu,0):    0.0412222
muhat:          0
pmu:            0.0247928
1-pb:           0.5
CLs:            0.0495856
qmu95:          3.84825
qmu:            3.85542
qmuA0:          3.85542
Precision:      0.000404163
Correction:     -0.000108142
New guess:      0.0808325

Found limit for nll nll_simPdf_asimovData_0_with_constr: 0.0808325
Finished in 4 iterations.

------------------------
Getting limit for nll: nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366418.731512281869
Edm   = 1.60563467859646042e-08
Nfcn  = 2172
alpha_ATLAS_norm_DYZ	  = 0.0185837	 +/-  0.780589	(limited)
alpha_ATLAS_norm_sig	  = -0.176477	 +/-  0.993367	(limited)
alpha_ATLAS_norm_top	  = -0.0604247	 +/-  0.963848	(limited)
alpha_ATLAS_norm_wjets	  = -0.052594	 +/-  0.624639	(limited)
alpha_ATLAS_norm_zjets	  = 0.00414179	 +/-  0.328749	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00006	 +/-  0.00665909	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00007	 +/-  0.0121158	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00105	 +/-  0.0544828	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00119	 +/-  0.0512374	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00126	 +/-  0.0533325	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00013	 +/-  0.0730131	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00028	 +/-  0.0672141	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999853	 +/-  0.0784491	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00017	 +/-  0.0819125	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999632	 +/-  0.0931664	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999446	 +/-  0.0869867	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998934	 +/-  0.0677178	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00022	 +/-  0.0166831	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.996994	 +/-  0.120094	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.995458	 +/-  0.0934256	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.990946	 +/-  0.111856	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.991877	 +/-  0.102617	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.983352	 +/-  0.114243	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.975204	 +/-  0.127644	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.96668	 +/-  0.156864	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.949272	 +/-  0.15944	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.912161	 +/-  0.186021	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.879595	 +/-  0.226298	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00083	 +/-  0.0232306	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.838179	 +/-  0.213676	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.55283	 +/-  0.42844	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.59897	 +/-  0.544425	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00124	 +/-  0.0294583	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00139	 +/-  0.0347512	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00137	 +/-  0.0382489	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00137	 +/-  0.039284	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00127	 +/-  0.0415473	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00114	 +/-  0.0491856	(limited)
Fit status is 0
Initial guess:  0.0826751
Sigma(obs):     0.0413234
Sigma(mu,0):    0.0413234
muhat:          0
qmu95:          4.01686
qmu:            3.98574
pmu:            0.0229435
1-pb:           0.498303
CLs:            0.0457317

----------------------
Starting iteration 0 of nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366418.723883599509
Edm   = 0.000229139747567937705
Nfcn  = 2415
alpha_ATLAS_norm_DYZ	  = 0.0175622	 +/-  0.764226	(limited)
alpha_ATLAS_norm_sig	  = -0.177691	 +/-  0.993221	(limited)
alpha_ATLAS_norm_top	  = -0.0615678	 +/-  0.961941	(limited)
alpha_ATLAS_norm_wjets	  = -0.0507212	 +/-  0.614529	(limited)
alpha_ATLAS_norm_zjets	  = 0.00411401	 +/-  0.320381	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00006	 +/-  0.00653728	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00008	 +/-  0.0120159	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00108	 +/-  0.0544133	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00121	 +/-  0.0511654	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00128	 +/-  0.0532452	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00022	 +/-  0.0729878	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00034	 +/-  0.0671567	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999954	 +/-  0.0784197	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00026	 +/-  0.0818745	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999995	 +/-  0.0931619	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999776	 +/-  0.086974	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.999192	 +/-  0.0676905	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00023	 +/-  0.0165606	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.997535	 +/-  0.120117	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.995892	 +/-  0.0934292	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.991538	 +/-  0.111889	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.99239	 +/-  0.102629	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.984056	 +/-  0.114295	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.976	 +/-  0.127707	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.967729	 +/-  0.156988	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.950266	 +/-  0.159568	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.912957	 +/-  0.186149	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.880244	 +/-  0.226429	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00081	 +/-  0.0231293	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.837437	 +/-  0.213555	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.550647	 +/-  0.427311	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.600304	 +/-  0.542793	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00121	 +/-  0.0293327	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00136	 +/-  0.0346259	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00135	 +/-  0.0381423	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00134	 +/-  0.0391637	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00128	 +/-  0.0414535	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00116	 +/-  0.0491074	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.0826751
Sigma(obs):     0.0413324
Sigma(mu,0):    0.0413324
muhat:          0
pmu:            0.0227367
1-pb:           0.5
CLs:            0.0454733
qmu95:          4.01783
qmu:            4.001
qmuA0:          4.001
Precision:      0.000413466
Correction:    1.80443e-05
New guess:      0.0826932

Found limit for nll nll_simPdf_asimovData_0_with_constr: 0.0826932
Finished in 1 iterations.


Found N * sigma = 2 * 0.0413466
Creating asimov data at mu = 0.0826932, profiling at mu = 0.0826932
------------------------
Getting limit for nll: nll_simPdf_asimovData_0.082693_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: DavidonErrorUpdator: delgam < 0 : first derivatives increasing along search line
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366415.156084122194
Edm   = 0.000127988260412985387
Nfcn  = 2295
alpha_ATLAS_norm_DYZ	  = 0.0303323	 +/-  0.764168	(limited)
alpha_ATLAS_norm_sig	  = -0.478884	 +/-  0.980787	(limited)
alpha_ATLAS_norm_top	  = -0.106049	 +/-  0.963115	(limited)
alpha_ATLAS_norm_wjets	  = -0.0901998	 +/-  0.61425	(limited)
alpha_ATLAS_norm_zjets	  = 0.00840779	 +/-  0.320389	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00008	 +/-  0.00653694	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00012	 +/-  0.0120147	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00179	 +/-  0.054479	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00204	 +/-  0.0512279	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00217	 +/-  0.0533161	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00018	 +/-  0.0730542	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00041	 +/-  0.0672312	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999667	 +/-  0.0784996	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00022	 +/-  0.0819715	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999505	 +/-  0.0932636	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999138	 +/-  0.0870644	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998148	 +/-  0.0677595	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00039	 +/-  0.0165617	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.994842	 +/-  0.12024	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.991969	 +/-  0.0935122	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.983919	 +/-  0.111966	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.985529	 +/-  0.10271	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.97032	 +/-  0.11434	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.955707	 +/-  0.127728	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.940859	 +/-  0.156922	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.910441	 +/-  0.159289	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.847064	 +/-  0.185145	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.796584	 +/-  0.223598	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00143	 +/-  0.0231482	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.738932	 +/-  0.208147	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.406172	 +/-  0.364061	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.563118	 +/-  0.514718	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00213	 +/-  0.0293696	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00238	 +/-  0.0346728	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00236	 +/-  0.0381918	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00235	 +/-  0.0392161	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.0022	 +/-  0.0415045	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00197	 +/-  0.049165	(limited)
Fit status is 0
Initial guess:  0.157997
Sigma(obs):     0.0453011
Sigma(mu,0):    0.0453011
muhat:          0.0826932
qmu95:          2.76061
qmu:            11.1366
pmu:            0.000423205
1-pb:           0.440166
CLs:            0.000755948

----------------------
Starting iteration 0 of nll_simPdf_asimovData_0.082693_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366412.10037707648
Edm   = 0.000138148136850877384
Nfcn  = 2200
alpha_ATLAS_norm_DYZ	  = 0.0314667	 +/-  0.764738	(limited)
alpha_ATLAS_norm_sig	  = -0.436301	 +/-  0.980689	(limited)
alpha_ATLAS_norm_top	  = -0.114499	 +/-  0.962168	(limited)
alpha_ATLAS_norm_wjets	  = -0.0935243	 +/-  0.614494	(limited)
alpha_ATLAS_norm_zjets	  = 0.00843324	 +/-  0.321117	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00009	 +/-  0.00655727	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00014	 +/-  0.0120191	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00194	 +/-  0.0544894	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.0022	 +/-  0.0512377	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00233	 +/-  0.0533272	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00031	 +/-  0.0730673	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00053	 +/-  0.0672443	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.99979	 +/-  0.0785155	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00036	 +/-  0.0819896	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999637	 +/-  0.0932726	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999503	 +/-  0.087097	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998387	 +/-  0.0677821	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00041	 +/-  0.0165748	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.995236	 +/-  0.120301	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.992106	 +/-  0.0935531	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.983831	 +/-  0.112026	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.985439	 +/-  0.102761	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.969654	 +/-  0.114414	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.954378	 +/-  0.127825	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.938897	 +/-  0.157083	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.906398	 +/-  0.159501	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.837823	 +/-  0.185582	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.780652	 +/-  0.224519	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.0015	 +/-  0.0231583	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.71038	 +/-  0.209441	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.302706	 +/-  0.354197	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.435595	 +/-  0.504696	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00223	 +/-  0.0293819	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00249	 +/-  0.0346863	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00247	 +/-  0.038205	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00246	 +/-  0.0392302	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00231	 +/-  0.0415171	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00211	 +/-  0.0491743	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: DavidonErrorUpdator: delgam < 0 : first derivatives increasing along search line
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366414.736656344496
Edm   = 2.04829126382763406e-05
Nfcn  = 2379
alpha_ATLAS_norm_DYZ	  = 0.0315815	 +/-  0.764162	(limited)
alpha_ATLAS_norm_sig	  = -0.508211	 +/-  0.978539	(limited)
alpha_ATLAS_norm_top	  = -0.109358	 +/-  0.963198	(limited)
alpha_ATLAS_norm_wjets	  = -0.0940219	 +/-  0.614203	(limited)
alpha_ATLAS_norm_zjets	  = 0.00871004	 +/-  0.320386	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00009	 +/-  0.00653694	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00013	 +/-  0.0120146	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00184	 +/-  0.0544837	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.0021	 +/-  0.0512324	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00223	 +/-  0.0533214	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00014	 +/-  0.0730579	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00039	 +/-  0.0672362	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999601	 +/-  0.078504	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00017	 +/-  0.0819773	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999175	 +/-  0.0932457	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.998873	 +/-  0.0870542	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.997899	 +/-  0.0677544	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00041	 +/-  0.0165619	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.994282	 +/-  0.120216	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.991381	 +/-  0.0935001	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.982945	 +/-  0.111948	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.98466	 +/-  0.102697	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.968802	 +/-  0.114324	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.953628	 +/-  0.127716	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.938145	 +/-  0.156894	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.906715	 +/-  0.159263	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.84173	 +/-  0.185142	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.79093	 +/-  0.223586	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00149	 +/-  0.0231502	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.733052	 +/-  0.207947	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.397007	 +/-  0.358483	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.555925	 +/-  0.509482	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00223	 +/-  0.0293733	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00248	 +/-  0.0346774	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00246	 +/-  0.0381966	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00245	 +/-  0.0392212	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00227	 +/-  0.0415084	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00202	 +/-  0.0491693	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0.082693_with_constr
Previous guess: 0.157997
Sigma(obs):     0.0475059
Sigma(mu,0):    0.0456564
muhat:          0.0826932
pmu:            0.0564674
1-pb:           0.0303676
CLs:            0.0582359
qmu95:          2.76421
qmu:            2.51267
qmuA0:          11.9755
Precision:      0.000807828
Correction:    0.00356895
New guess:      0.161566

----------------------
Starting iteration 1 of nll_simPdf_asimovData_0.082693_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366411.987129761023
Edm   = 0.00012194101916196599
Nfcn  = 2150
alpha_ATLAS_norm_DYZ	  = 0.0321563	 +/-  0.776194	(limited)
alpha_ATLAS_norm_sig	  = -0.447086	 +/-  0.979991	(limited)
alpha_ATLAS_norm_top	  = -0.11521	 +/-  0.96395	(limited)
alpha_ATLAS_norm_wjets	  = -0.0948633	 +/-  0.623363	(limited)
alpha_ATLAS_norm_zjets	  = 0.0084082	 +/-  0.326969	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.0001	 +/-  0.00664574	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00014	 +/-  0.0121001	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00193	 +/-  0.0545558	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00219	 +/-  0.0513054	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00233	 +/-  0.0534083	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00025	 +/-  0.0730967	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00048	 +/-  0.0673015	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999713	 +/-  0.0785504	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00029	 +/-  0.0820321	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999539	 +/-  0.0933085	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999142	 +/-  0.0871113	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998086	 +/-  0.0678107	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00042	 +/-  0.0166639	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.994619	 +/-  0.120289	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.991557	 +/-  0.0935597	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.983033	 +/-  0.112016	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.984728	 +/-  0.102766	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.968571	 +/-  0.114401	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.953002	 +/-  0.127817	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.937108	 +/-  0.157046	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.904228	 +/-  0.159488	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.834888	 +/-  0.185591	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.777113	 +/-  0.224464	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00152	 +/-  0.0232454	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.706902	 +/-  0.209345	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.294866	 +/-  0.347799	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.420738	 +/-  0.491233	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00227	 +/-  0.0294931	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00253	 +/-  0.0347968	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00251	 +/-  0.0382985	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.0025	 +/-  0.0393361	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00235	 +/-  0.041599	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00211	 +/-  0.049247	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366414.513156013563
Edm   = 6.56447498095895044e-08
Nfcn  = 2180
alpha_ATLAS_norm_DYZ	  = 0.0320989	 +/-  0.779513	(limited)
alpha_ATLAS_norm_sig	  = -0.526798	 +/-  0.977311	(limited)
alpha_ATLAS_norm_top	  = -0.110899	 +/-  0.965169	(limited)
alpha_ATLAS_norm_wjets	  = -0.0952595	 +/-  0.623874	(limited)
alpha_ATLAS_norm_zjets	  = 0.00881576	 +/-  0.32781	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00009	 +/-  0.00665318	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00013	 +/-  0.012114	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00185	 +/-  0.0545567	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00212	 +/-  0.051306	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00225	 +/-  0.0534094	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00012	 +/-  0.0730924	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00037	 +/-  0.0672994	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999565	 +/-  0.0785444	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00014	 +/-  0.0820265	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999126	 +/-  0.0932885	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.998766	 +/-  0.0870953	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.997786	 +/-  0.067801	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00041	 +/-  0.0166807	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.994046	 +/-  0.120251	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.991108	 +/-  0.0935356	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.982477	 +/-  0.111975	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.984238	 +/-  0.102732	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.968036	 +/-  0.114344	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.952535	 +/-  0.127741	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.936717	 +/-  0.156903	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.904799	 +/-  0.159272	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.838513	 +/-  0.185073	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.786326	 +/-  0.223239	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00151	 +/-  0.0232479	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.728228	 +/-  0.207472	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.394117	 +/-  0.357791	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.555114	 +/-  0.511344	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00225	 +/-  0.0294963	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00251	 +/-  0.034801	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00249	 +/-  0.0383025	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00248	 +/-  0.0393398	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00229	 +/-  0.0416012	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00204	 +/-  0.0492478	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0.082693_with_constr
Previous guess: 0.161566
Sigma(obs):     0.0476559
Sigma(mu,0):    0.0458401
muhat:          0.0826932
pmu:            0.0489581
1-pb:           0.030776
CLs:            0.0505127
qmu95:          2.75602
qmu:            2.73916
qmuA0:          12.4225
Precision:      0.00080915
Correction:    0.000264323
New guess:      0.16183

Found limit for nll nll_simPdf_asimovData_0.082693_with_constr: 0.16183
Finished in 2 iterations.

------------------------
Getting limit for nll: nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366420.150151235692
Edm   = 0.000429568959076496299
Nfcn  = 2181
alpha_ATLAS_norm_DYZ	  = 0.0132604	 +/-  0.766566	(limited)
alpha_ATLAS_norm_sig	  = -0.0541367	 +/-  0.994186	(limited)
alpha_ATLAS_norm_top	  = -0.0350698	 +/-  0.961053	(limited)
alpha_ATLAS_norm_wjets	  = -0.031191	 +/-  0.614965	(limited)
alpha_ATLAS_norm_zjets	  = 0.00193819	 +/-  0.321102	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00004	 +/-  0.0065593	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00003	 +/-  0.0120637	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00071	 +/-  0.0543785	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00077	 +/-  0.0511326	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00082	 +/-  0.0532087	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.0006	 +/-  0.0729758	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00064	 +/-  0.0671389	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 1.00051	 +/-  0.0784038	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.0007	 +/-  0.0818521	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 1.00051	 +/-  0.0931201	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 1.00037	 +/-  0.0869368	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.999976	 +/-  0.0676586	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00011	 +/-  0.0165828	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.999394	 +/-  0.120063	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.99841	 +/-  0.0933854	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.99625	 +/-  0.111836	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.996643	 +/-  0.102577	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.992387	 +/-  0.11423	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.988296	 +/-  0.127629	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.984106	 +/-  0.156904	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.97486	 +/-  0.15951	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.954803	 +/-  0.186169	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.936415	 +/-  0.22688	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00048	 +/-  0.02313	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.910531	 +/-  0.214937	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.733582	 +/-  0.460328	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.682716	 +/-  0.593041	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00073	 +/-  0.0293224	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00082	 +/-  0.03461	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00082	 +/-  0.0381241	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00082	 +/-  0.0391447	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.0008	 +/-  0.0414285	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00074	 +/-  0.049078	(limited)
Fit status is 0
Initial guess:  0.0385
Sigma(obs):     0.0384913
Sigma(mu,0):    0.0384913
muhat:          0
qmu95:          1
qmu:            1.14846
pmu:            0.141363
1-pb:           0.52949
CLs:            0.300447

----------------------
Starting iteration 0 of nll_simPdf_asimovData_0_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366420.219552887604
Edm   = 7.5321379630422712e-05
Nfcn  = 2269
alpha_ATLAS_norm_DYZ	  = 0.00927923	 +/-  0.765889	(limited)
alpha_ATLAS_norm_sig	  = -0.0491417	 +/-  0.994205	(limited)
alpha_ATLAS_norm_top	  = -0.0312885	 +/-  0.960938	(limited)
alpha_ATLAS_norm_wjets	  = -0.0251657	 +/-  0.615549	(limited)
alpha_ATLAS_norm_zjets	  = 0.00166789	 +/-  0.323357	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00003	 +/-  0.00662275	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00004	 +/-  0.0120306	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00055	 +/-  0.0543703	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00058	 +/-  0.0511296	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00062	 +/-  0.0532052	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00014	 +/-  0.0729363	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00019	 +/-  0.0671035	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 1.00001	 +/-  0.0783571	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00016	 +/-  0.0818011	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999917	 +/-  0.0930569	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999821	 +/-  0.086881	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.999568	 +/-  0.0676221	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00011	 +/-  0.0166077	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.998698	 +/-  0.119963	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.99825	 +/-  0.0933516	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.996212	 +/-  0.111793	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.996591	 +/-  0.102539	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.992627	 +/-  0.11419	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.98879	 +/-  0.127583	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.98488	 +/-  0.156849	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.976461	 +/-  0.159492	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.958281	 +/-  0.186259	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.941613	 +/-  0.22713	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.0004	 +/-  0.0231331	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.918332	 +/-  0.215449	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.747368	 +/-  0.461074	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.684558	 +/-  0.593158	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.0006	 +/-  0.0293257	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00067	 +/-  0.034611	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00067	 +/-  0.0381232	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00067	 +/-  0.039144	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00062	 +/-  0.0414296	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00056	 +/-  0.049076	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.0385
Sigma(obs):     0.0383154
Sigma(mu,0):    0.0383154
muhat:          0
pmu:            0.157492
1-pb:           0.5
CLs:            0.314985
qmu95:          0.99
qmu:            1.00966
qmuA0:          1.00966
Precision:      0.00019162
Correction:     -0.000175923
New guess:      0.0383241

Found limit for nll nll_simPdf_asimovData_0_with_constr: 0.0383241
Finished in 1 iterations.


Found N * sigma = 1 * 0.0383241
Creating asimov data at mu = 0.0383241, profiling at mu = 0.0383241
------------------------
Getting limit for nll: nll_simPdf_asimovData_0.038324_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: VariableMetricBuilder: no improvement in line search
Info in <Minuit2>: VariableMetricBuilder: machine accuracy limits further improvement.
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366417.728915714426
Edm   = 0.000137100647397992283
Nfcn  = 2210
alpha_ATLAS_norm_DYZ	  = 0.0224227	 +/-  0.765137	(limited)
alpha_ATLAS_norm_sig	  = -0.264642	 +/-  0.99137	(limited)
alpha_ATLAS_norm_top	  = -0.0772055	 +/-  0.962296	(limited)
alpha_ATLAS_norm_wjets	  = -0.065132	 +/-  0.614936	(limited)
alpha_ATLAS_norm_zjets	  = 0.00568844	 +/-  0.323252	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00006	 +/-  0.00662296	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00009	 +/-  0.0120342	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00133	 +/-  0.0544381	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.0015	 +/-  0.0511892	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00159	 +/-  0.0532726	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00019	 +/-  0.0730094	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00036	 +/-  0.0671828	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999844	 +/-  0.0784451	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00024	 +/-  0.0819064	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999574	 +/-  0.09317	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999598	 +/-  0.0870073	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998872	 +/-  0.0677156	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00028	 +/-  0.0165766	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.996668	 +/-  0.120158	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.994601	 +/-  0.0934549	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.988995	 +/-  0.111906	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.990107	 +/-  0.10265	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.979446	 +/-  0.114293	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.969183	 +/-  0.127689	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.958668	 +/-  0.156929	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.936796	 +/-  0.159436	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.890513	 +/-  0.185804	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.851163	 +/-  0.22558	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00103	 +/-  0.0231458	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.802209	 +/-  0.212031	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.487712	 +/-  0.405096	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.585532	 +/-  0.531981	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00154	 +/-  0.0293564	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00172	 +/-  0.0346531	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.0017	 +/-  0.0381695	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.0017	 +/-  0.0391926	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00158	 +/-  0.0414789	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00144	 +/-  0.04913	(limited)
Fit status is 0
Initial guess:  0.112748
Sigma(obs):     0.0426924
Sigma(mu,0):    0.0426924
muhat:          0.0383241
qmu95:          3.03451
qmu:            5.99093
pmu:            0.0071898
1-pb:           0.423364
CLs:            0.0124685

----------------------
Starting iteration 0 of nll_simPdf_asimovData_0.038324_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Info in <Minuit2>: DavidonErrorUpdator: delgam < 0 : first derivatives increasing along search line
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366411.627320539556
Edm   = 0.000149705151654255076
Nfcn  = 2356
alpha_ATLAS_norm_DYZ	  = 0.0241689	 +/-  0.764263	(limited)
alpha_ATLAS_norm_sig	  = -0.257165	 +/-  0.989428	(limited)
alpha_ATLAS_norm_top	  = -0.0865412	 +/-  0.961908	(limited)
alpha_ATLAS_norm_wjets	  = -0.0704751	 +/-  0.614136	(limited)
alpha_ATLAS_norm_zjets	  = 0.00602117	 +/-  0.320375	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00007	 +/-  0.00653701	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00011	 +/-  0.0120158	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00148	 +/-  0.0544454	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00164	 +/-  0.0511952	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00174	 +/-  0.0532789	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00028	 +/-  0.0730211	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00045	 +/-  0.067193	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.99991	 +/-  0.0784594	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00034	 +/-  0.0819229	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.99963	 +/-  0.0931893	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999632	 +/-  0.0870244	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998838	 +/-  0.0677273	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.0003	 +/-  0.0165612	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.996488	 +/-  0.120187	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.994529	 +/-  0.0934875	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.988545	 +/-  0.11195	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.989689	 +/-  0.102687	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.978193	 +/-  0.114337	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.96707	 +/-  0.127736	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.955779	 +/-  0.156999	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.931849	 +/-  0.159492	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.880931	 +/-  0.185839	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.836823	 +/-  0.225564	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00112	 +/-  0.0231375	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.779821	 +/-  0.211788	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.412296	 +/-  0.392655	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.456844	 +/-  0.496653	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00168	 +/-  0.029349	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00187	 +/-  0.0346471	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00186	 +/-  0.038165	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00185	 +/-  0.0391876	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00172	 +/-  0.0414756	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00158	 +/-  0.0491347	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366417.315410792013
Edm   = 0.000194926718927306599
Nfcn  = 2164
alpha_ATLAS_norm_DYZ	  = 0.0240231	 +/-  0.779379	(limited)
alpha_ATLAS_norm_sig	  = -0.295647	 +/-  0.990409	(limited)
alpha_ATLAS_norm_top	  = -0.0805703	 +/-  0.964888	(limited)
alpha_ATLAS_norm_wjets	  = -0.0700995	 +/-  0.625835	(limited)
alpha_ATLAS_norm_zjets	  = 0.00607576	 +/-  0.327717	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00007	 +/-  0.0066466	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.0001	 +/-  0.0121097	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00139	 +/-  0.0545195	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00157	 +/-  0.0512704	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00167	 +/-  0.053371	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00015	 +/-  0.0730464	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00034	 +/-  0.0672549	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999763	 +/-  0.0784892	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00018	 +/-  0.0819614	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.99946	 +/-  0.093218	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999206	 +/-  0.0870342	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998512	 +/-  0.0677546	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.0003	 +/-  0.0166749	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.995875	 +/-  0.12016	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.993793	 +/-  0.0934698	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.987675	 +/-  0.111904	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.988933	 +/-  0.102666	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.977403	 +/-  0.114284	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.966382	 +/-  0.12769	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.954955	 +/-  0.156889	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.931725	 +/-  0.159404	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.882671	 +/-  0.185751	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.841272	 +/-  0.22537	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00111	 +/-  0.0232397	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.791077	 +/-  0.211634	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.468844	 +/-  0.396933	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.564949	 +/-  0.517411	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00166	 +/-  0.0294825	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00185	 +/-  0.0347811	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00183	 +/-  0.0382786	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00183	 +/-  0.0393167	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00169	 +/-  0.0415769	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00152	 +/-  0.0492174	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0.038324_with_constr
Previous guess: 0.112748
Sigma(obs):     0.0437351
Sigma(mu,0):    0.0431799
muhat:          0.0383241
pmu:            0.0444064
1-pb:           0.181563
CLs:            0.0542575
qmu95:          3.05395
qmu:            2.89576
qmuA0:          6.81794
Precision:      0.000572407
Correction:    0.00173362
New guess:      0.114481

----------------------
Starting iteration 1 of nll_simPdf_asimovData_0.038324_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366411.5655122014
Edm   = 6.03985285632385404e-05
Nfcn  = 2156
alpha_ATLAS_norm_DYZ	  = 0.0246738	 +/-  0.779446	(limited)
alpha_ATLAS_norm_sig	  = -0.260326	 +/-  0.989346	(limited)
alpha_ATLAS_norm_top	  = -0.0853859	 +/-  0.963809	(limited)
alpha_ATLAS_norm_wjets	  = -0.0713926	 +/-  0.623907	(limited)
alpha_ATLAS_norm_zjets	  = 0.00597308	 +/-  0.3278	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00008	 +/-  0.00665314	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.00011	 +/-  0.0121114	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.00146	 +/-  0.0545154	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00162	 +/-  0.0512658	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00172	 +/-  0.0533639	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00022	 +/-  0.0730509	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.0004	 +/-  0.0672531	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999832	 +/-  0.078494	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00026	 +/-  0.0819657	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999534	 +/-  0.0932242	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999265	 +/-  0.0870379	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998546	 +/-  0.067756	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.00031	 +/-  0.016679	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.995899	 +/-  0.120169	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.994049	 +/-  0.0934918	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.987894	 +/-  0.111935	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.989117	 +/-  0.102689	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.977397	 +/-  0.114318	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.966133	 +/-  0.127723	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.954544	 +/-  0.156953	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.930511	 +/-  0.159469	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.879363	 +/-  0.185862	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.835006	 +/-  0.22558	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00114	 +/-  0.0232351	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.77845	 +/-  0.211906	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.409641	 +/-  0.391347	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.445501	 +/-  0.487263	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.0017	 +/-  0.0294721	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00189	 +/-  0.0347705	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00188	 +/-  0.0382707	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00187	 +/-  0.0393036	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00174	 +/-  0.0415682	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00156	 +/-  0.0492108	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366417.226326927892
Edm   = 4.00032403243844835e-08
Nfcn  = 2174
alpha_ATLAS_norm_DYZ	  = 0.0243007	 +/-  0.780589	(limited)
alpha_ATLAS_norm_sig	  = -0.303907	 +/-  0.989905	(limited)
alpha_ATLAS_norm_top	  = -0.0816742	 +/-  0.964415	(limited)
alpha_ATLAS_norm_wjets	  = -0.0707758	 +/-  0.624441	(limited)
alpha_ATLAS_norm_zjets	  = 0.0061168	 +/-  0.328756	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_0	  = 1.00007	 +/-  0.00665907	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_1	  = 1.0001	 +/-  0.0121155	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_10	  = 1.0014	 +/-  0.0545144	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_11	  = 1.00159	 +/-  0.0512676	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_12	  = 1.00169	 +/-  0.0533664	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_13	  = 1.00014	 +/-  0.0730468	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_14	  = 1.00034	 +/-  0.0672508	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_15	  = 0.999752	 +/-  0.0784898	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_16	  = 1.00018	 +/-  0.0819611	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_17	  = 0.999443	 +/-  0.0932184	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_18	  = 0.999186	 +/-  0.0870329	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_19	  = 0.998481	 +/-  0.0677534	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_2	  = 1.0003	 +/-  0.0166839	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_20	  = 0.995805	 +/-  0.120161	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_21	  = 0.993691	 +/-  0.0934727	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_22	  = 0.987484	 +/-  0.111907	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_23	  = 0.988759	 +/-  0.102667	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_24	  = 0.977062	 +/-  0.114288	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_25	  = 0.965879	 +/-  0.127689	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_26	  = 0.954294	 +/-  0.156892	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_27	  = 0.930747	 +/-  0.159399	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_28	  = 0.881044	 +/-  0.185734	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_29	  = 0.839205	 +/-  0.225313	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_3	  = 1.00112	 +/-  0.0232395	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_30	  = 0.788663	 +/-  0.211544	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_31	  = 0.466763	 +/-  0.396965	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_32	  = 0.574168	 +/-  0.525916	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_4	  = 1.00167	 +/-  0.0294754	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_5	  = 1.00187	 +/-  0.0347731	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_6	  = 1.00185	 +/-  0.0382722	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_7	  = 1.00185	 +/-  0.0393085	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_8	  = 1.00171	 +/-  0.0415716	(limited)
gamma_stat_tautau_muhad_mA1000_SR_bin_9	  = 1.00153	 +/-  0.0492131	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0.038324_with_constr
Previous guess: 0.114481
Sigma(obs):     0.0438282
Sigma(mu,0):    0.043282
muhat:          0.0383241
pmu:            0.0411375
1-pb:           0.182103
CLs:            0.0502966
qmu95:          3.03193
qmu:            3.01938
qmuA0:          6.99611
Precision:      0.000573304
Correction:    0.000179386
New guess:      0.114661

Found limit for nll nll_simPdf_asimovData_0.038324_with_constr: 0.114661
Finished in 2 iterations.

Guess for bands
+2sigma:  0.150808
+1sigma:  0.112496
-1sigma:  0.0582443
-2sigma:  0.0433849

Correct bands
+2sigma:  0.16183
+1sigma:  0.114661
-1sigma:  0.0582443
-2sigma:  0.0433849
Median:   0.0808325
Observed: 0.0808325

Real time 0:00:12, CP time 12.200
DEBUG-TABLE  Tanb     Observed Median  +2sig  +1sig  -1sig  -2sig
DEBUG-TABLE mA= 1000 tanb=   0    0.0808   0.0808   0.1618   0.1147   0.0582   0.0434
