
[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_mA200_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
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366420.471527422313
Edm   = 0.000484814595607222637
Nfcn  = 2255
alpha_ATLAS_norm_DYZ	  = 0.0136858	 +/-  0.76407	(limited)
alpha_ATLAS_norm_sig	  = -0.0265045	 +/-  0.994123	(limited)
alpha_ATLAS_norm_top	  = -0.0794015	 +/-  0.962073	(limited)
alpha_ATLAS_norm_wjets	  = -0.419838	 +/-  0.619452	(limited)
alpha_ATLAS_norm_zjets	  = 0.0527509	 +/-  0.321316	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00024	 +/-  0.00653703	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00052	 +/-  0.0120307	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.987115	 +/-  0.054835	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.995259	 +/-  0.0515844	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00065	 +/-  0.0537708	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.995375	 +/-  0.0734159	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.00439	 +/-  0.0677912	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.00576	 +/-  0.0789878	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.00801	 +/-  0.0825703	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.00762	 +/-  0.0938603	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.00927	 +/-  0.0876545	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.00889	 +/-  0.0682131	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 1	 +/-  0.0165991	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.00982	 +/-  0.121064	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.00918	 +/-  0.0941559	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.0085	 +/-  0.112637	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.01026	 +/-  0.103517	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.00828	 +/-  0.115028	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.01096	 +/-  0.128903	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.00771	 +/-  0.157923	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.00702	 +/-  0.160483	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.00824	 +/-  0.18771	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.00706	 +/-  0.228732	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.999271	 +/-  0.0232947	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.0037	 +/-  0.2167	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.0163	 +/-  0.477676	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.998929	 +/-  0.655876	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.996546	 +/-  0.0295955	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.990678	 +/-  0.0349122	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.986806	 +/-  0.0384196	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.987884	 +/-  0.0394864	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.987741	 +/-  0.0417648	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.981901	 +/-  0.0494594	(limited)
Fit status is 0
Initial guess:  2.75743
Sigma(obs):     1.40621
Sigma(mu,0):    1.40621
muhat:          0
qmu95:          3.83948
qmu:            0.50571
pmu:            0.238501
1-pb:           0.105692
CLs:            0.266688

----------------------
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  = -366418.760060541681
Edm   = 0.00035922688084678579
Nfcn  = 2322
alpha_ATLAS_norm_DYZ	  = 0.0323981	 +/-  0.763003	(limited)
alpha_ATLAS_norm_sig	  = -0.206195	 +/-  0.990364	(limited)
alpha_ATLAS_norm_top	  = -0.219046	 +/-  0.962865	(limited)
alpha_ATLAS_norm_wjets	  = -1.10604	 +/-  0.639527	(limited)
alpha_ATLAS_norm_zjets	  = 0.136859	 +/-  0.321645	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00062	 +/-  0.00653654	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00125	 +/-  0.0120525	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.963511	 +/-  0.0555582	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.985753	 +/-  0.0523056	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00046	 +/-  0.0546659	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.986285	 +/-  0.0742382	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01075	 +/-  0.0689208	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.01465	 +/-  0.0800779	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02077	 +/-  0.083898	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02051	 +/-  0.0953374	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.02483	 +/-  0.0890295	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.02371	 +/-  0.0692465	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999686	 +/-  0.0166558	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.02636	 +/-  0.123064	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.02449	 +/-  0.0955877	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.02245	 +/-  0.114209	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.02738	 +/-  0.105294	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.02224	 +/-  0.116641	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.02968	 +/-  0.131285	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02108	 +/-  0.159979	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.01864	 +/-  0.162318	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.0226	 +/-  0.190351	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.01914	 +/-  0.231444	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.997201	 +/-  0.023498	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01021	 +/-  0.218083	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.04351	 +/-  0.489727	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.997289	 +/-  0.654134	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.98937	 +/-  0.0299194	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.973185	 +/-  0.0352928	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.962813	 +/-  0.0388305	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.965535	 +/-  0.0399419	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.965305	 +/-  0.0422482	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.949625	 +/-  0.0500465	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 2.75743
Sigma(obs):     1.39118
Sigma(mu,0):    1.39118
muhat:          0
pmu:            0.0237351
1-pb:           0.5
CLs:            0.0474702
qmu95:          3.81494
qmu:            3.92864
qmuA0:          3.92864
Precision:      0.0136398
Correction:     -0.029468
New guess:      2.72796

----------------------
Starting iteration 1 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  = -366418.802932354971
Edm   = 1.27640110403616254e-07
Nfcn  = 2164
alpha_ATLAS_norm_DYZ	  = 0.0334816	 +/-  0.774291	(limited)
alpha_ATLAS_norm_sig	  = -0.199089	 +/-  0.990619	(limited)
alpha_ATLAS_norm_top	  = -0.215537	 +/-  0.963027	(limited)
alpha_ATLAS_norm_wjets	  = -1.08692	 +/-  0.641665	(limited)
alpha_ATLAS_norm_zjets	  = 0.134735	 +/-  0.327786	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00058	 +/-  0.00664383	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00115	 +/-  0.0121328	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.963741	 +/-  0.0555615	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.985538	 +/-  0.0523044	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999963	 +/-  0.0546602	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.985898	 +/-  0.0741991	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01008	 +/-  0.0688905	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.01395	 +/-  0.0800372	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02001	 +/-  0.0838564	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.01968	 +/-  0.0952794	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.02427	 +/-  0.0890072	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.02333	 +/-  0.0692526	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999548	 +/-  0.0167453	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.02563	 +/-  0.123008	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.02418	 +/-  0.0955871	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.02215	 +/-  0.114204	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.02686	 +/-  0.10527	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.02159	 +/-  0.116595	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.02888	 +/-  0.131217	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02025	 +/-  0.159897	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.01837	 +/-  0.162321	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.0216	 +/-  0.190237	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.01792	 +/-  0.231295	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.997035	 +/-  0.0235348	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.00916	 +/-  0.217971	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.04265	 +/-  0.489998	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.997217	 +/-  0.655959	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.989337	 +/-  0.0299557	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.973497	 +/-  0.0353139	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.963288	 +/-  0.0388505	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.965964	 +/-  0.0399627	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.965679	 +/-  0.0422748	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.950232	 +/-  0.0500584	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 2.72796
Sigma(obs):     1.39158
Sigma(mu,0):    1.39158
muhat:          0
pmu:            0.0249785
1-pb:           0.5
CLs:            0.049957
qmu95:          3.84063
qmu:            3.8429
qmuA0:          3.8429
Precision:      0.0136438
Correction:    0.000790053
New guess:      2.72875

Found limit for nll nll_simPdf_asimovData_0_with_constr: 2.72875
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  = -366418.720185152488
Edm   = 1.40699223597659032e-07
Nfcn  = 2178
alpha_ATLAS_norm_DYZ	  = 0.0342944	 +/-  0.76551	(limited)
alpha_ATLAS_norm_sig	  = -0.208359	 +/-  0.990265	(limited)
alpha_ATLAS_norm_top	  = -0.22068	 +/-  0.962959	(limited)
alpha_ATLAS_norm_wjets	  = -1.10926	 +/-  0.640034	(limited)
alpha_ATLAS_norm_zjets	  = 0.137449	 +/-  0.324873	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00059	 +/-  0.00663137	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00117	 +/-  0.0120938	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.962997	 +/-  0.0555641	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.985235	 +/-  0.0523105	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999956	 +/-  0.054667	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.98561	 +/-  0.0742188	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01029	 +/-  0.0689116	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.01424	 +/-  0.0800674	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02043	 +/-  0.0838926	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02009	 +/-  0.0953209	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.02477	 +/-  0.0890455	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.02381	 +/-  0.06928	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999534	 +/-  0.0166936	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.02617	 +/-  0.123068	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.02468	 +/-  0.0956295	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.02261	 +/-  0.114252	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.02742	 +/-  0.105322	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.02205	 +/-  0.116645	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.02949	 +/-  0.131288	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02068	 +/-  0.159962	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.01876	 +/-  0.162381	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.02206	 +/-  0.19032	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.0183	 +/-  0.231381	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.996965	 +/-  0.0235018	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.00936	 +/-  0.218013	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.04361	 +/-  0.490434	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.997157	 +/-  0.655913	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.989107	 +/-  0.0299254	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.972945	 +/-  0.035309	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.962534	 +/-  0.0388495	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.96526	 +/-  0.039961	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.964972	 +/-  0.0422632	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.949221	 +/-  0.0500668	(limited)
Fit status is 0
Initial guess:  2.78306
Sigma(obs):     1.39105
Sigma(mu,0):    1.39105
muhat:          0
qmu95:          4.01686
qmu:            4.00839
pmu:            0.0226371
1-pb:           0.500564
CLs:            0.0453253

----------------------
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  = -366418.7226651854
Edm   = 0.000397959262401926823
Nfcn  = 2316
alpha_ATLAS_norm_DYZ	  = 0.0327777	 +/-  0.762992	(limited)
alpha_ATLAS_norm_sig	  = -0.210202	 +/-  0.990237	(limited)
alpha_ATLAS_norm_top	  = -0.220862	 +/-  0.962857	(limited)
alpha_ATLAS_norm_wjets	  = -1.11619	 +/-  0.639782	(limited)
alpha_ATLAS_norm_zjets	  = 0.1381	 +/-  0.32165	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00062	 +/-  0.00653656	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00126	 +/-  0.0120528	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.963172	 +/-  0.0555684	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.985621	 +/-  0.0523162	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00046	 +/-  0.0546791	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.986157	 +/-  0.0742502	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01084	 +/-  0.0689373	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.01478	 +/-  0.0800934	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02095	 +/-  0.0839169	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02068	 +/-  0.0953578	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.0248	 +/-  0.0890249	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.02401	 +/-  0.0692688	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999682	 +/-  0.0166566	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.02659	 +/-  0.123092	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.02471	 +/-  0.0956084	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.02283	 +/-  0.114252	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.02747	 +/-  0.105303	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.02244	 +/-  0.116664	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.02994	 +/-  0.131319	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02127	 +/-  0.160008	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.01937	 +/-  0.162429	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.0228	 +/-  0.190388	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.0193	 +/-  0.231481	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.997174	 +/-  0.0235009	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.0094	 +/-  0.217929	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.04392	 +/-  0.489916	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 1.00237	 +/-  0.656784	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.989269	 +/-  0.029924	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.97293	 +/-  0.0352978	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.96246	 +/-  0.0388358	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.965208	 +/-  0.0399479	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.964978	 +/-  0.0422547	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.949153	 +/-  0.050054	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 2.78306
Sigma(obs):     1.39093
Sigma(mu,0):    1.39093
muhat:          0
pmu:            0.0227038
1-pb:           0.5
CLs:            0.0454077
qmu95:          4.01647
qmu:            4.00343
qmuA0:          4.00343
Precision:      0.0139141
Correction:     -0.000240931
New guess:      2.78282

Found limit for nll nll_simPdf_asimovData_0_with_constr: 2.78282
Finished in 1 iterations.


Found N * sigma = 2 * 1.39141
Creating asimov data at mu = 2.78282, profiling at mu = 2.78282
------------------------
Getting limit for nll: nll_simPdf_asimovData_2.7828_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 = 0.02184
Info in <Minuit2>: Current  Edm is : edm = 0.00111273
Info in <Minuit2>: Required Edm is : edmval = 0.001
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366413.89330501284
Edm   = 0.0011127314526517692
Nfcn  = 2214
alpha_ATLAS_norm_DYZ	  = 0.0517202	 +/-  0.761836	(limited)
alpha_ATLAS_norm_sig	  = -0.717611	 +/-  0.954644	(limited)
alpha_ATLAS_norm_top	  = -0.423145	 +/-  0.958759	(limited)
alpha_ATLAS_norm_wjets	  = -1.98782	 +/-  0.661824	(limited)
alpha_ATLAS_norm_zjets	  = 0.237944	 +/-  0.321913	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00117	 +/-  0.00654138	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00221	 +/-  0.0120823	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.934382	 +/-  0.0564894	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.973605	 +/-  0.0532094	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999822	 +/-  0.0557806	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.974673	 +/-  0.0752629	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.0186	 +/-  0.0703502	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.0261	 +/-  0.0814852	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.03736	 +/-  0.0856281	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.03683	 +/-  0.0972191	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.04501	 +/-  0.0908168	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.04324	 +/-  0.0706172	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.99926	 +/-  0.0167272	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.04781	 +/-  0.12566	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.04494	 +/-  0.0975315	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.04129	 +/-  0.116335	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.04995	 +/-  0.107642	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.04039	 +/-  0.11874	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.05385	 +/-  0.134395	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.03811	 +/-  0.16265	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.03455	 +/-  0.164843	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.0408	 +/-  0.193732	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.03429	 +/-  0.234857	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.994465	 +/-  0.023743	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01699	 +/-  0.219557	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.0793	 +/-  0.506363	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 1.00586	 +/-  0.65836	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.98031	 +/-  0.0303238	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.95165	 +/-  0.035807	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.933566	 +/-  0.0393988	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.938153	 +/-  0.0405616	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.937842	 +/-  0.0428967	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.910645	 +/-  0.0508286	(limited)
Fit status is 0
Initial guess:  5.06173
Sigma(obs):     1.37639
Sigma(mu,0):    1.37639
muhat:          2.78282
qmu95:          2.74036
qmu:            13.6622
pmu:            0.00010939
1-pb:           0.507471
CLs:            0.000222098

----------------------
Starting iteration 0 of nll_simPdf_asimovData_2.7828_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 = 0.0218477
Info in <Minuit2>: Current  Edm is : edm = 0.00119006
Info in <Minuit2>: Required Edm is : edmval = 0.001
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366542.922278075945
Edm   = 0.00119005921033166185
Nfcn  = 2214
alpha_ATLAS_norm_DYZ	  = 0.055422	 +/-  0.762364	(limited)
alpha_ATLAS_norm_sig	  = -0.540064	 +/-  0.969499	(limited)
alpha_ATLAS_norm_top	  = -0.420259	 +/-  0.961223	(limited)
alpha_ATLAS_norm_wjets	  = -2.02529	 +/-  0.667345	(limited)
alpha_ATLAS_norm_zjets	  = 0.242969	 +/-  0.322404	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00119	 +/-  0.00654371	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00233	 +/-  0.0120843	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.933757	 +/-  0.0565658	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.974002	 +/-  0.0532662	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00076	 +/-  0.055849	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.975163	 +/-  0.0753246	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01973	 +/-  0.0704294	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02711	 +/-  0.0815521	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.03848	 +/-  0.0857101	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.038	 +/-  0.0973106	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.04565	 +/-  0.0908846	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.04416	 +/-  0.0706879	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.99946	 +/-  0.0167323	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.0492	 +/-  0.125815	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.04518	 +/-  0.0975615	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.04234	 +/-  0.116451	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.05093	 +/-  0.107759	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.04078	 +/-  0.11877	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.05541	 +/-  0.134583	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.03918	 +/-  0.162781	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.03609	 +/-  0.165043	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.04265	 +/-  0.194007	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.03447	 +/-  0.234827	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.994867	 +/-  0.0237666	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01718	 +/-  0.219599	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.08657	 +/-  0.509237	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 1.00056	 +/-  0.654564	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.980591	 +/-  0.030363	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.951253	 +/-  0.0358542	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.932615	 +/-  0.0394539	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.937395	 +/-  0.0406206	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.93709	 +/-  0.0429537	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.90896	 +/-  0.050918	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366413.964149271953
Edm   = 2.20858316543701019e-05
Nfcn  = 2108
alpha_ATLAS_norm_DYZ	  = 0.0502932	 +/-  0.77139	(limited)
alpha_ATLAS_norm_sig	  = -0.710581	 +/-  0.955928	(limited)
alpha_ATLAS_norm_top	  = -0.410582	 +/-  0.959364	(limited)
alpha_ATLAS_norm_wjets	  = -1.9662	 +/-  0.664628	(limited)
alpha_ATLAS_norm_zjets	  = 0.236454	 +/-  0.326684	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00108	 +/-  0.00660968	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00207	 +/-  0.0121371	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.93397	 +/-  0.0564565	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.973047	 +/-  0.0531837	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999085	 +/-  0.0557553	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.974042	 +/-  0.075205	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01767	 +/-  0.0702982	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02506	 +/-  0.0814117	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.03617	 +/-  0.0855454	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.03557	 +/-  0.0971155	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.04401	 +/-  0.0907566	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.04233	 +/-  0.0705785	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999069	 +/-  0.0167901	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.04658	 +/-  0.125542	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.04389	 +/-  0.0974607	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.04018	 +/-  0.116236	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.04881	 +/-  0.107551	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.03926	 +/-  0.118639	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.05252	 +/-  0.134259	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.03676	 +/-  0.162486	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.03325	 +/-  0.164686	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.03923	 +/-  0.193512	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.03248	 +/-  0.234591	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.994112	 +/-  0.0237706	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01664	 +/-  0.219579	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.07799	 +/-  0.506381	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.995212	 +/-  0.654648	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.97989	 +/-  0.0303555	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.951292	 +/-  0.0358153	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.93327	 +/-  0.0393839	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.93781	 +/-  0.0405603	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.937503	 +/-  0.0428875	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.910364	 +/-  0.0507951	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_2.7828_with_constr
Previous guess: 5.06173
Sigma(obs):     1.35358
Sigma(mu,0):    1.37659
muhat:          2.78282
pmu:            0.046128
1-pb:           0.0231087
CLs:            0.0472192
qmu95:          2.74041
qmu:            2.83456
qmuA0:          13.5205
Precision:      0.0251251
Correction:     -0.036708
New guess:      5.02502

----------------------
Starting iteration 1 of nll_simPdf_asimovData_2.7828_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366542.968951008399
Edm   = 1.23042681820304458e-05
Nfcn  = 2092
alpha_ATLAS_norm_DYZ	  = 0.0554762	 +/-  0.771233	(limited)
alpha_ATLAS_norm_sig	  = -0.527102	 +/-  0.970684	(limited)
alpha_ATLAS_norm_top	  = -0.404973	 +/-  0.958968	(limited)
alpha_ATLAS_norm_wjets	  = -2.0044	 +/-  0.655118	(limited)
alpha_ATLAS_norm_zjets	  = 0.241741	 +/-  0.326211	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00111	 +/-  0.00661248	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00218	 +/-  0.0121387	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.933607	 +/-  0.0564771	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.973607	 +/-  0.0531707	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00014	 +/-  0.0557222	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.974665	 +/-  0.0752471	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01888	 +/-  0.0702985	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02609	 +/-  0.0814426	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.0373	 +/-  0.0855748	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.03675	 +/-  0.097165	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.04464	 +/-  0.0907706	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.04308	 +/-  0.070584	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999281	 +/-  0.0167871	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.04763	 +/-  0.12562	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.0445	 +/-  0.0974827	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.04092	 +/-  0.116291	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.04952	 +/-  0.107587	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.04011	 +/-  0.118701	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.05374	 +/-  0.134353	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.03781	 +/-  0.162604	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.03429	 +/-  0.164805	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.04048	 +/-  0.19368	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.03389	 +/-  0.234798	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.994584	 +/-  0.0237127	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01681	 +/-  0.219616	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.07979	 +/-  0.507251	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 1.00022	 +/-  0.656225	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.980307	 +/-  0.030255	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.95111	 +/-  0.0357549	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.932576	 +/-  0.0393649	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.93731	 +/-  0.0405123	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.936996	 +/-  0.0428645	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.908997	 +/-  0.050836	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366414.063147967332
Edm   = 2.74968883137778748e-08
Nfcn  = 2176
alpha_ATLAS_norm_DYZ	  = 0.0512477	 +/-  0.772241	(limited)
alpha_ATLAS_norm_sig	  = -0.697428	 +/-  0.956853	(limited)
alpha_ATLAS_norm_top	  = -0.406876	 +/-  0.959522	(limited)
alpha_ATLAS_norm_wjets	  = -1.95679	 +/-  0.664277	(limited)
alpha_ATLAS_norm_zjets	  = 0.235564	 +/-  0.327834	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00107	 +/-  0.00664459	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00206	 +/-  0.0121566	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.93449	 +/-  0.0564488	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.973311	 +/-  0.053175	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999191	 +/-  0.055744	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.974277	 +/-  0.0751951	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01765	 +/-  0.0702879	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02496	 +/-  0.0814004	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.036	 +/-  0.0855313	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.03541	 +/-  0.0970989	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.04379	 +/-  0.0907373	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.04211	 +/-  0.0705709	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999084	 +/-  0.0167943	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.04635	 +/-  0.125518	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.04367	 +/-  0.0974392	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.03998	 +/-  0.116217	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.04856	 +/-  0.10753	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.03905	 +/-  0.118615	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.05227	 +/-  0.13423	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.03657	 +/-  0.162462	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.03308	 +/-  0.164666	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.03903	 +/-  0.193484	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.03232	 +/-  0.234554	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.994201	 +/-  0.0237692	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01655	 +/-  0.219559	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.0777	 +/-  0.506337	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.995198	 +/-  0.654656	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.9801	 +/-  0.03034	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.951697	 +/-  0.035811	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.933785	 +/-  0.0393794	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.938307	 +/-  0.0405554	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.937993	 +/-  0.0428821	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.911025	 +/-  0.0507989	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_2.7828_with_constr
Previous guess: 5.02502
Sigma(obs):     1.35427
Sigma(mu,0):    1.37672
muhat:          2.78282
pmu:            0.0488952
1-pb:           0.0230578
CLs:            0.0500492
qmu95:          2.74281
qmu:            2.74122
qmuA0:          13.3225
Precision:      0.0251307
Correction:    0.00111278
New guess:      5.02614

Found limit for nll nll_simPdf_asimovData_2.7828_with_constr: 5.02614
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  = -366420.232207057823
Edm   = 0.000678290891421157063
Nfcn  = 2345
alpha_ATLAS_norm_DYZ	  = 0.0148297	 +/-  0.764159	(limited)
alpha_ATLAS_norm_sig	  = -0.0465744	 +/-  0.993787	(limited)
alpha_ATLAS_norm_top	  = -0.105987	 +/-  0.96292	(limited)
alpha_ATLAS_norm_wjets	  = -0.560851	 +/-  0.623505	(limited)
alpha_ATLAS_norm_zjets	  = 0.0698207	 +/-  0.321605	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00034	 +/-  0.00653776	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.0007	 +/-  0.0120379	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.981654	 +/-  0.0550057	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.993065	 +/-  0.0517608	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00053	 +/-  0.0539886	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.993356	 +/-  0.0736093	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.00573	 +/-  0.0680541	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.0077	 +/-  0.0792345	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.0108	 +/-  0.0828705	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.01071	 +/-  0.0942186	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.01297	 +/-  0.087992	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.01236	 +/-  0.0684685	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999941	 +/-  0.0166164	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.01391	 +/-  0.121563	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.01297	 +/-  0.0945067	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.01207	 +/-  0.113044	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.0144	 +/-  0.103957	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.0118	 +/-  0.115438	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.01525	 +/-  0.129437	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.01098	 +/-  0.158393	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.01005	 +/-  0.160945	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.01183	 +/-  0.188345	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.01023	 +/-  0.229428	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.998747	 +/-  0.0233574	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.00567	 +/-  0.217107	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.02492	 +/-  0.4808	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 1.009	 +/-  0.660394	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.994822	 +/-  0.029693	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.986464	 +/-  0.0350112	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.980956	 +/-  0.0385097	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.982509	 +/-  0.0395964	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.982385	 +/-  0.0418775	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.974142	 +/-  0.0495801	(limited)
Fit status is 0
Initial guess:  1.40385
Sigma(obs):     1.40354
Sigma(mu,0):    1.40354
muhat:          0
qmu95:          1
qmu:            0.984351
pmu:            0.160564
1-pb:           0.496776
CLs:            0.31907

----------------------
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  = -366420.224119290651
Edm   = 0.000659977937394566659
Nfcn  = 2236
alpha_ATLAS_norm_DYZ	  = 0.0206284	 +/-  0.764058	(limited)
alpha_ATLAS_norm_sig	  = -0.0515078	 +/-  0.99377	(limited)
alpha_ATLAS_norm_top	  = -0.109834	 +/-  0.962773	(limited)
alpha_ATLAS_norm_wjets	  = -0.583399	 +/-  0.624314	(limited)
alpha_ATLAS_norm_zjets	  = 0.0728528	 +/-  0.32162	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00034	 +/-  0.00653771	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.0007	 +/-  0.0120365	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.981903	 +/-  0.0550348	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.993248	 +/-  0.0517774	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.0008	 +/-  0.0540085	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.993417	 +/-  0.0736222	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.00605	 +/-  0.0680804	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.00799	 +/-  0.0792597	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.01117	 +/-  0.0829026	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.01106	 +/-  0.0942529	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.01292	 +/-  0.0880018	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.01246	 +/-  0.0684705	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999962	 +/-  0.0166148	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.01363	 +/-  0.121554	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.01294	 +/-  0.0945006	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.01179	 +/-  0.113033	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.01437	 +/-  0.103952	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.01157	 +/-  0.115411	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.01535	 +/-  0.129476	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.01078	 +/-  0.158406	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.00996	 +/-  0.160936	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.0115	 +/-  0.188353	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.00955	 +/-  0.229399	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.99891	 +/-  0.0233623	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.00488	 +/-  0.216992	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.02272	 +/-  0.480683	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.998478	 +/-  0.656725	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.995079	 +/-  0.0297057	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.986907	 +/-  0.0350408	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.981563	 +/-  0.0385533	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.983022	 +/-  0.0396347	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.982827	 +/-  0.0419122	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.974755	 +/-  0.0496348	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 1.40385
Sigma(obs):     1.40348
Sigma(mu,0):    1.40348
muhat:          0
pmu:            0.158592
1-pb:           0.5
CLs:            0.317183
qmu95:          1
qmu:            1.00053
qmuA0:          1.00053
Precision:      0.00701901
Correction:     -5.13851e-05
New guess:      1.4038

Found limit for nll nll_simPdf_asimovData_0_with_constr: 1.4038
Finished in 1 iterations.


Found N * sigma = 1 * 1.4038
Creating asimov data at mu = 1.4038, profiling at mu = 1.4038
------------------------
Getting limit for nll: nll_simPdf_asimovData_1.4038_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366416.892451546679
Edm   = 0.000932909785597368728
Nfcn  = 2233
alpha_ATLAS_norm_DYZ	  = 0.0441675	 +/-  0.762458	(limited)
alpha_ATLAS_norm_sig	  = -0.401387	 +/-  0.98064	(limited)
alpha_ATLAS_norm_top	  = -0.312954	 +/-  0.961831	(limited)
alpha_ATLAS_norm_wjets	  = -1.52486	 +/-  0.649589	(limited)
alpha_ATLAS_norm_zjets	  = 0.185321	 +/-  0.321781	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00089	 +/-  0.00653947	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00172	 +/-  0.0120671	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.950185	 +/-  0.056021	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.980301	 +/-  0.0527418	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00038	 +/-  0.0551961	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.980984	 +/-  0.0747305	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01463	 +/-  0.0696004	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02021	 +/-  0.0807514	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02877	 +/-  0.0847259	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02838	 +/-  0.0962388	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.03453	 +/-  0.0898879	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.03314	 +/-  0.0699092	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999528	 +/-  0.0166902	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.03667	 +/-  0.12431	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.03447	 +/-  0.096536	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.03171	 +/-  0.115253	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.03829	 +/-  0.106428	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.03098	 +/-  0.117651	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.04128	 +/-  0.132775	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.0286	 +/-  0.161163	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.02665	 +/-  0.163585	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.03051	 +/-  0.191832	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.02531	 +/-  0.23286	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.996078	 +/-  0.0236161	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01299	 +/-  0.218698	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.06047	 +/-  0.497603	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.99621	 +/-  0.655102	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.985407	 +/-  0.0301175	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.96348	 +/-  0.0355501	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.94947	 +/-  0.0391174	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.953108	 +/-  0.0402535	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.952791	 +/-  0.0425735	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.931679	 +/-  0.0504467	(limited)
Fit status is 0
Initial guess:  3.78827
Sigma(obs):     1.38264
Sigma(mu,0):    1.38264
muhat:          1.4038
qmu95:          2.97295
qmu:            7.66386
pmu:            0.00281561
1-pb:           0.51142
CLs:            0.00576284

----------------------
Starting iteration 0 of nll_simPdf_asimovData_1.4038_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 = 0.0218435
Info in <Minuit2>: Current  Edm is : edm = 0.00117755
Info in <Minuit2>: Required Edm is : edmval = 0.001
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366473.149332343601
Edm   = 0.00117754964537137999
Nfcn  = 2215
alpha_ATLAS_norm_DYZ	  = 0.0484624	 +/-  0.762726	(limited)
alpha_ATLAS_norm_sig	  = -0.301955	 +/-  0.983815	(limited)
alpha_ATLAS_norm_top	  = -0.309408	 +/-  0.96199	(limited)
alpha_ATLAS_norm_wjets	  = -1.54871	 +/-  0.6519	(limited)
alpha_ATLAS_norm_zjets	  = 0.188086	 +/-  0.322011	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00093	 +/-  0.0065406	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00183	 +/-  0.012068	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.950828	 +/-  0.0560639	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.981124	 +/-  0.0527769	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00133	 +/-  0.0552382	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.98179	 +/-  0.0747693	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01561	 +/-  0.0696507	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02106	 +/-  0.0807968	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02968	 +/-  0.0847809	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02935	 +/-  0.0963026	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.03515	 +/-  0.0899463	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.03372	 +/-  0.0699511	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999746	 +/-  0.016693	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.03662	 +/-  0.124306	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.03459	 +/-  0.0965428	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.03234	 +/-  0.115326	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.03909	 +/-  0.10651	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.03094	 +/-  0.11764	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.04212	 +/-  0.132885	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02892	 +/-  0.161215	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.02638	 +/-  0.163536	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.03173	 +/-  0.192045	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.02752	 +/-  0.23331	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.996603	 +/-  0.0236299	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.0131	 +/-  0.218721	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.06145	 +/-  0.498055	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 1.00679	 +/-  0.658958	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.986106	 +/-  0.030142	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.964146	 +/-  0.0355802	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.949999	 +/-  0.0391491	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.95373	 +/-  0.0402893	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.953365	 +/-  0.0426065	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.932016	 +/-  0.0504909	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366416.973213971942
Edm   = 5.71689230120817548e-06
Nfcn  = 2104
alpha_ATLAS_norm_DYZ	  = 0.0422922	 +/-  0.772203	(limited)
alpha_ATLAS_norm_sig	  = -0.394543	 +/-  0.981839	(limited)
alpha_ATLAS_norm_top	  = -0.304452	 +/-  0.962126	(limited)
alpha_ATLAS_norm_wjets	  = -1.49479	 +/-  0.652381	(limited)
alpha_ATLAS_norm_zjets	  = 0.182641	 +/-  0.32666	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00081	 +/-  0.00660923	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00158	 +/-  0.0121224	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.949941	 +/-  0.0559882	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.979817	 +/-  0.0527142	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999644	 +/-  0.0551682	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.980439	 +/-  0.0746687	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01366	 +/-  0.0695425	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.01913	 +/-  0.0806734	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02751	 +/-  0.084637	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02706	 +/-  0.0961285	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.03342	 +/-  0.0898135	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.03214	 +/-  0.069864	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999338	 +/-  0.016754	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.03533	 +/-  0.124183	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.03331	 +/-  0.0964551	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.03051	 +/-  0.115144	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.03702	 +/-  0.106324	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.02977	 +/-  0.117542	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.03982	 +/-  0.132623	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.0279	 +/-  0.1611	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.02528	 +/-  0.163422	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.02977	 +/-  0.191758	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.02467	 +/-  0.232809	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.995733	 +/-  0.0236452	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01263	 +/-  0.218717	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.05892	 +/-  0.497589	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.996297	 +/-  0.655039	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.985034	 +/-  0.03014	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.963254	 +/-  0.0355709	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.94936	 +/-  0.0391245	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.952935	 +/-  0.0402618	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.952618	 +/-  0.0425707	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.931634	 +/-  0.0504196	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_1.4038_with_constr
Previous guess: 3.78827
Sigma(obs):     1.36733
Sigma(mu,0):    1.38307
muhat:          1.4038
pmu:            0.0405893
1-pb:           0.159831
CLs:            0.0483109
qmu95:          2.97338
qmu:            3.04115
qmuA0:          7.50234
Precision:      0.0188276
Correction:     -0.0227638
New guess:      3.76551

----------------------
Starting iteration 1 of nll_simPdf_asimovData_1.4038_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366473.179722670116
Edm   = 2.46081759186722047e-06
Nfcn  = 2100
alpha_ATLAS_norm_DYZ	  = 0.0477071	 +/-  0.771935	(limited)
alpha_ATLAS_norm_sig	  = -0.297495	 +/-  0.984327	(limited)
alpha_ATLAS_norm_top	  = -0.300942	 +/-  0.961448	(limited)
alpha_ATLAS_norm_wjets	  = -1.52687	 +/-  0.6429	(limited)
alpha_ATLAS_norm_zjets	  = 0.186656	 +/-  0.326147	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.00085	 +/-  0.00661097	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00169	 +/-  0.0121233	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.950434	 +/-  0.0559787	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.980602	 +/-  0.0526959	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 1.00065	 +/-  0.0551351	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.981197	 +/-  0.0746992	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01474	 +/-  0.0695411	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.02009	 +/-  0.080703	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02858	 +/-  0.0846665	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02817	 +/-  0.0961764	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.03402	 +/-  0.0898328	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.03274	 +/-  0.069868	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999553	 +/-  0.0167507	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.03597	 +/-  0.124231	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.03398	 +/-  0.0964812	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.03104	 +/-  0.115187	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.03779	 +/-  0.106363	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.03036	 +/-  0.117587	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.04057	 +/-  0.132685	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02838	 +/-  0.161164	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.02589	 +/-  0.163497	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.03029	 +/-  0.191845	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.0251	 +/-  0.232915	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.996259	 +/-  0.0235917	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.0128	 +/-  0.218753	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.06039	 +/-  0.498223	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.996149	 +/-  0.65527	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.985705	 +/-  0.0300569	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.963808	 +/-  0.0354893	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.949724	 +/-  0.0390701	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.953409	 +/-  0.0401944	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.953042	 +/-  0.0425269	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.931754	 +/-  0.050416	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -366417.018983697693
Edm   = 2.74919048905000028e-08
Nfcn  = 2170
alpha_ATLAS_norm_DYZ	  = 0.042909	 +/-  0.773034	(limited)
alpha_ATLAS_norm_sig	  = -0.388657	 +/-  0.981996	(limited)
alpha_ATLAS_norm_top	  = -0.301865	 +/-  0.962198	(limited)
alpha_ATLAS_norm_wjets	  = -1.48809	 +/-  0.652065	(limited)
alpha_ATLAS_norm_zjets	  = 0.182012	 +/-  0.327803	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_0	  = 1.0008	 +/-  0.0066439	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_1	  = 1.00157	 +/-  0.012142	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_10	  = 0.950278	 +/-  0.0559773	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_11	  = 0.97998	 +/-  0.0527069	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_12	  = 0.999699	 +/-  0.0551662	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_13	  = 0.980584	 +/-  0.0746633	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_14	  = 1.01363	 +/-  0.0695362	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_15	  = 1.01905	 +/-  0.0806663	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_16	  = 1.02739	 +/-  0.084628	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_17	  = 1.02694	 +/-  0.0961176	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_18	  = 1.03326	 +/-  0.0898043	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_19	  = 1.03198	 +/-  0.0698602	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_2	  = 0.999344	 +/-  0.0167586	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_20	  = 1.03517	 +/-  0.124163	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_21	  = 1.03315	 +/-  0.0964402	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_22	  = 1.03036	 +/-  0.115132	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_23	  = 1.03685	 +/-  0.10631	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_24	  = 1.02963	 +/-  0.117525	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_25	  = 1.03964	 +/-  0.132602	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_26	  = 1.02777	 +/-  0.161079	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_27	  = 1.02516	 +/-  0.163403	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_28	  = 1.02963	 +/-  0.191733	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_29	  = 1.02456	 +/-  0.232798	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_3	  = 0.995783	 +/-  0.0236439	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_30	  = 1.01256	 +/-  0.218703	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_31	  = 1.05873	 +/-  0.497494	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_32	  = 0.996262	 +/-  0.655342	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_4	  = 0.985161	 +/-  0.0301359	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_5	  = 0.963513	 +/-  0.0355562	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_6	  = 0.949695	 +/-  0.0391119	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_7	  = 0.953256	 +/-  0.0402483	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_8	  = 0.952935	 +/-  0.0425587	(limited)
gamma_stat_tautau_muhad_mA200_SR_bin_9	  = 0.932069	 +/-  0.0504134	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_1.4038_with_constr
Previous guess: 3.76551
Sigma(obs):     1.36802
Sigma(mu,0):    1.38322
muhat:          1.4038
pmu:            0.0421401
1-pb:           0.159648
CLs:            0.0501458
qmu95:          2.98201
qmu:            2.98037
qmuA0:          7.4108
Precision:      0.018833
Correction:    0.00108447
New guess:      3.7666

Found limit for nll nll_simPdf_asimovData_1.4038_with_constr: 3.7666
Finished in 2 iterations.

Guess for bands
+2sigma:  5.091
+1sigma:  3.79763
-1sigma:  1.96622
-2sigma:  1.46459

Correct bands
+2sigma:  5.02614
+1sigma:  3.7666
-1sigma:  1.96622
-2sigma:  1.46459
Median:   2.72875
Observed: 2.72875

Real time 0:00:11, CP time 10.890
DEBUG-TABLE  Tanb     Observed Median  +2sig  +1sig  -1sig  -2sig
DEBUG-TABLE mA=  200 tanb=   0    2.7288   2.7288   5.0261   3.7666   1.9662   1.4646
