
[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//ehad_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  = -179330.205965200643
Edm   = 0.000110983766714760601
Nfcn  = 2241
alpha_ATLAS_norm_DYZ	  = -0.041198	 +/-  0.415943	(limited)
alpha_ATLAS_norm_sig	  = -0.0594455	 +/-  0.99333	(limited)
alpha_ATLAS_norm_top	  = -0.185712	 +/-  0.954631	(limited)
alpha_ATLAS_norm_wjets	  = -0.439277	 +/-  0.829592	(limited)
alpha_ATLAS_norm_zjets	  = 0.00697713	 +/-  0.30215	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00061	 +/-  0.00943468	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00049	 +/-  0.0117771	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.956918	 +/-  0.0764956	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.981884	 +/-  0.0724239	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.994096	 +/-  0.073859	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.993616	 +/-  0.0898331	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00064	 +/-  0.0917321	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.00565	 +/-  0.0899473	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.00809	 +/-  0.105289	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.00534	 +/-  0.125195	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.00985	 +/-  0.116778	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.00864	 +/-  0.0988511	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00029	 +/-  0.0104384	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.01169	 +/-  0.16043	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.0069	 +/-  0.107542	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.00998	 +/-  0.13254	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.00948	 +/-  0.168627	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.00908	 +/-  0.127689	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.00558	 +/-  0.19369	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.00774	 +/-  0.216057	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.01418	 +/-  0.247334	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.01316	 +/-  0.201552	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.00884	 +/-  0.307597	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.998734	 +/-  0.0190069	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.00424	 +/-  0.500742	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00324	 +/-  0.610275	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.0022	 +/-  0.340798	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.994458	 +/-  0.0326374	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.985245	 +/-  0.0426031	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.976007	 +/-  0.0497679	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.964036	 +/-  0.0557478	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.973162	 +/-  0.0584965	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.976601	 +/-  0.0611738	(limited)
Fit status is 0
Initial guess:  1.82474
Sigma(obs):     0.930564
Sigma(mu,0):    0.930564
muhat:          0
qmu95:          3.83948
qmu:            1.1548
pmu:            0.141273
1-pb:           0.187733
CLs:            0.173924

----------------------
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  = -179328.843286583404
Edm   = 0.00026101298417542879
Nfcn  = 2227
alpha_ATLAS_norm_DYZ	  = -0.0738948	 +/-  0.415068	(limited)
alpha_ATLAS_norm_sig	  = -0.20039	 +/-  0.990637	(limited)
alpha_ATLAS_norm_top	  = -0.32964	 +/-  0.953518	(limited)
alpha_ATLAS_norm_wjets	  = -0.782139	 +/-  0.826924	(limited)
alpha_ATLAS_norm_zjets	  = 0.01352	 +/-  0.301381	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00105	 +/-  0.00943667	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00084	 +/-  0.011787	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.922981	 +/-  0.0767655	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.967197	 +/-  0.072834	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.989124	 +/-  0.0743581	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.988258	 +/-  0.0903592	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00084	 +/-  0.092293	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.00985	 +/-  0.0905217	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.01457	 +/-  0.106049	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.0092	 +/-  0.125953	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.01753	 +/-  0.117663	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.01542	 +/-  0.0995026	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00049	 +/-  0.0104446	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.02089	 +/-  0.161877	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.01225	 +/-  0.10812	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.01771	 +/-  0.133555	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.01678	 +/-  0.169866	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.0162	 +/-  0.128593	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.00975	 +/-  0.194511	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.01361	 +/-  0.217325	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.02519	 +/-  0.250017	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.02354	 +/-  0.203608	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.01593	 +/-  0.309702	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.997659	 +/-  0.0190346	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.00755	 +/-  0.502376	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00578	 +/-  0.61179	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.0037	 +/-  0.341303	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.989878	 +/-  0.0327412	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.973225	 +/-  0.0427586	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.956617	 +/-  0.0499573	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.935391	 +/-  0.0559356	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.951499	 +/-  0.0587531	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.957687	 +/-  0.0614634	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 1.82474
Sigma(obs):     0.926354
Sigma(mu,0):    0.926354
muhat:          0
pmu:            0.02443
1-pb:           0.5
CLs:            0.04886
qmu95:          3.84076
qmu:            3.88016
qmuA0:          3.88016
Precision:      0.00908244
Correction:     -0.00825604
New guess:      1.81649

Found limit for nll nll_simPdf_asimovData_0_with_constr: 1.81649
Finished in 1 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  = -179328.780410828913
Edm   = 8.20721539000731523e-08
Nfcn  = 2172
alpha_ATLAS_norm_DYZ	  = -0.0764753	 +/-  0.4162	(limited)
alpha_ATLAS_norm_sig	  = -0.206007	 +/-  0.990458	(limited)
alpha_ATLAS_norm_top	  = -0.339307	 +/-  0.953361	(limited)
alpha_ATLAS_norm_wjets	  = -0.78009	 +/-  0.826743	(limited)
alpha_ATLAS_norm_zjets	  = 0.0113992	 +/-  0.302943	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00107	 +/-  0.00949093	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00083	 +/-  0.0118014	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.921994	 +/-  0.0767894	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.966205	 +/-  0.0728101	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.988325	 +/-  0.0743322	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.987499	 +/-  0.0903298	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00037	 +/-  0.0922742	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.00964	 +/-  0.0905174	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.01447	 +/-  0.106053	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.00887	 +/-  0.125934	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.01771	 +/-  0.117698	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.01559	 +/-  0.0995324	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00047	 +/-  0.010465	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.02108	 +/-  0.161906	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.01241	 +/-  0.108151	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.01791	 +/-  0.133589	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.01698	 +/-  0.169899	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.01642	 +/-  0.128622	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.00993	 +/-  0.194565	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.01372	 +/-  0.217371	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.02531	 +/-  0.250059	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.02376	 +/-  0.203659	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.01592	 +/-  0.309801	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.997514	 +/-  0.0190446	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.00777	 +/-  0.50249	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00593	 +/-  0.611899	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00362	 +/-  0.341437	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.989445	 +/-  0.0327335	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.972601	 +/-  0.0427551	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.955909	 +/-  0.0499648	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.934564	 +/-  0.0559553	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.950636	 +/-  0.0587569	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.956823	 +/-  0.0614604	(limited)
Fit status is 0
Initial guess:  1.85321
Sigma(obs):     0.926288
Sigma(mu,0):    0.926288
muhat:          0
qmu95:          4.01686
qmu:            4.00591
pmu:            0.0226705
1-pb:           0.500316
CLs:            0.0453696

----------------------
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  = -179328.781734850374
Edm   = 0.000275214659882206736
Nfcn  = 2219
alpha_ATLAS_norm_DYZ	  = -0.0750278	 +/-  0.415036	(limited)
alpha_ATLAS_norm_sig	  = -0.206814	 +/-  0.990444	(limited)
alpha_ATLAS_norm_top	  = -0.334639	 +/-  0.953423	(limited)
alpha_ATLAS_norm_wjets	  = -0.793871	 +/-  0.827003	(limited)
alpha_ATLAS_norm_zjets	  = 0.0137282	 +/-  0.30135	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00106	 +/-  0.00943677	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00085	 +/-  0.0117873	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.921856	 +/-  0.0767743	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.966696	 +/-  0.0728473	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.988953	 +/-  0.0743746	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.988075	 +/-  0.090377	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00085	 +/-  0.0923121	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.00999	 +/-  0.0905412	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.01479	 +/-  0.106074	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.00933	 +/-  0.125979	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.01775	 +/-  0.117693	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.01562	 +/-  0.0995257	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.0005	 +/-  0.0104448	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.02127	 +/-  0.16192	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.01243	 +/-  0.10814	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.01797	 +/-  0.133597	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.01703	 +/-  0.169897	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.01644	 +/-  0.128624	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.0099	 +/-  0.194558	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.01391	 +/-  0.217371	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.02568	 +/-  0.250114	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.02398	 +/-  0.203682	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.01601	 +/-  0.30983	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.997622	 +/-  0.0190355	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.00768	 +/-  0.502193	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00586	 +/-  0.611843	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00375	 +/-  0.341321	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.989721	 +/-  0.0327444	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.972816	 +/-  0.0427635	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.955964	 +/-  0.0499636	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.934441	 +/-  0.0559425	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.950766	 +/-  0.0587615	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.957046	 +/-  0.0614728	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 1.85321
Sigma(obs):     0.926228
Sigma(mu,0):    0.926228
muhat:          0
pmu:            0.0227062
1-pb:           0.5
CLs:            0.0454123
qmu95:          4.01657
qmu:            4.00326
qmuA0:          4.00326
Precision:      0.00926546
Correction:     -0.000120493
New guess:      1.85309

Found limit for nll nll_simPdf_asimovData_0_with_constr: 1.85309
Finished in 1 iterations.


Found N * sigma = 2 * 0.926546
Creating asimov data at mu = 1.85309, profiling at mu = 1.85309
------------------------
Getting limit for nll: nll_simPdf_asimovData_1.8531_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -179324.052271708846
Edm   = 0.000632455241127591826
Nfcn  = 2142
alpha_ATLAS_norm_DYZ	  = -0.143299	 +/-  0.413347	(limited)
alpha_ATLAS_norm_sig	  = -0.701825	 +/-  0.953714	(limited)
alpha_ATLAS_norm_top	  = -0.620191	 +/-  0.94083	(limited)
alpha_ATLAS_norm_wjets	  = -1.34168	 +/-  0.835813	(limited)
alpha_ATLAS_norm_zjets	  = 0.0125014	 +/-  0.299853	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00198	 +/-  0.00944128	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00156	 +/-  0.0118052	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.866235	 +/-  0.0771549	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.939886	 +/-  0.0734599	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.978468	 +/-  0.0751346	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.977445	 +/-  0.0911874	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00032	 +/-  0.0932219	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.01684	 +/-  0.091514	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.02561	 +/-  0.10735	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.01565	 +/-  0.127268	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.03103	 +/-  0.119222	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.02732	 +/-  0.100668	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00092	 +/-  0.010455	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.03684	 +/-  0.164377	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.02191	 +/-  0.109155	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.03136	 +/-  0.135336	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.02985	 +/-  0.172026	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.02888	 +/-  0.130186	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.01772	 +/-  0.196032	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.024	 +/-  0.219531	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.04412	 +/-  0.254585	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.04164	 +/-  0.207186	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.02805	 +/-  0.313464	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.995563	 +/-  0.0190772	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.01431	 +/-  0.505684	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.01092	 +/-  0.61485	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00676	 +/-  0.342393	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.980882	 +/-  0.0329078	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.951283	 +/-  0.0430303	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.922577	 +/-  0.0503083	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.886761	 +/-  0.0562963	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.913167	 +/-  0.059197	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.923804	 +/-  0.0619382	(limited)
Fit status is 0
Initial guess:  3.38224
Sigma(obs):     0.923324
Sigma(mu,0):    0.923324
muhat:          1.85309
qmu95:          2.74163
qmu:            13.4622
pmu:            0.000121708
1-pb:           0.502386
CLs:            0.000244582

----------------------
Starting iteration 0 of nll_simPdf_asimovData_1.8531_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -179437.489907289681
Edm   = 0.000696178009702370947
Nfcn  = 2146
alpha_ATLAS_norm_DYZ	  = -0.140717	 +/-  0.413437	(limited)
alpha_ATLAS_norm_sig	  = -0.532309	 +/-  0.969223	(limited)
alpha_ATLAS_norm_top	  = -0.624877	 +/-  0.948454	(limited)
alpha_ATLAS_norm_wjets	  = -1.39081	 +/-  0.844601	(limited)
alpha_ATLAS_norm_zjets	  = 0.0168793	 +/-  0.300416	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.002	 +/-  0.0094447	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00159	 +/-  0.0118058	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.861801	 +/-  0.0773959	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.939541	 +/-  0.073572	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.979246	 +/-  0.0752345	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.978038	 +/-  0.0912789	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00117	 +/-  0.0933074	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.01775	 +/-  0.0915996	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.0263	 +/-  0.107424	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.01663	 +/-  0.127381	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.03187	 +/-  0.119336	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.02799	 +/-  0.100758	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00094	 +/-  0.010455	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.03794	 +/-  0.164576	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.02246	 +/-  0.109219	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.03218	 +/-  0.135472	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.0306	 +/-  0.172168	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.02963	 +/-  0.130293	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.01803	 +/-  0.196121	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.02489	 +/-  0.2197	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.04564	 +/-  0.255001	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.04302	 +/-  0.20747	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.0288	 +/-  0.313638	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.995671	 +/-  0.0190802	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.01447	 +/-  0.505502	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.01179	 +/-  0.614562	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00696	 +/-  0.342521	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.98112	 +/-  0.0329362	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.950886	 +/-  0.0430832	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.921163	 +/-  0.0503903	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.883717	 +/-  0.0564358	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.911641	 +/-  0.0593027	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.922709	 +/-  0.0620339	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -179324.074748399958
Edm   = 1.87202165949315903e-06
Nfcn  = 2118
alpha_ATLAS_norm_DYZ	  = -0.140825	 +/-  0.414975	(limited)
alpha_ATLAS_norm_sig	  = -0.692752	 +/-  0.954422	(limited)
alpha_ATLAS_norm_top	  = -0.604513	 +/-  0.941569	(limited)
alpha_ATLAS_norm_wjets	  = -1.35442	 +/-  0.837457	(limited)
alpha_ATLAS_norm_zjets	  = 0.0151423	 +/-  0.302054	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00191	 +/-  0.00950398	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00148	 +/-  0.0118198	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.865769	 +/-  0.0771077	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.939726	 +/-  0.0734469	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.978304	 +/-  0.0751252	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.977164	 +/-  0.0911628	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 0.999988	 +/-  0.0931953	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.01653	 +/-  0.0914933	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.02521	 +/-  0.107319	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.01519	 +/-  0.127222	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.03098	 +/-  0.119229	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.02726	 +/-  0.100673	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00086	 +/-  0.0104786	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.03686	 +/-  0.164394	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.02176	 +/-  0.109149	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.03131	 +/-  0.135342	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.02974	 +/-  0.172024	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.02877	 +/-  0.130183	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.0175	 +/-  0.196013	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.02393	 +/-  0.219544	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.04422	 +/-  0.254641	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.04163	 +/-  0.207203	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.02788	 +/-  0.313422	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.995499	 +/-  0.0190898	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.01391	 +/-  0.505501	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.01061	 +/-  0.614689	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00654	 +/-  0.342414	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.980822	 +/-  0.0329129	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.951138	 +/-  0.043027	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.922264	 +/-  0.0502845	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.886232	 +/-  0.0562553	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.91289	 +/-  0.0591732	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.92359	 +/-  0.0619233	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_1.8531_with_constr
Previous guess: 3.38224
Sigma(obs):     0.917034
Sigma(mu,0):    0.923363
muhat:          1.85309
pmu:            0.0477084
1-pb:           0.0229962
CLs:            0.0488313
qmu95:          2.74164
qmu:            2.78053
qmuA0:          13.4172
Precision:      0.0168606
Correction:     -0.0101234
New guess:      3.37211

Found limit for nll nll_simPdf_asimovData_1.8531_with_constr: 3.37211
Finished in 1 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  = -179330.287593412068
Edm   = 0.000172161281099766559
Nfcn  = 2256
alpha_ATLAS_norm_DYZ	  = -0.0376211	 +/-  0.416066	(limited)
alpha_ATLAS_norm_sig	  = -0.0480097	 +/-  0.993417	(limited)
alpha_ATLAS_norm_top	  = -0.16929	 +/-  0.954611	(limited)
alpha_ATLAS_norm_wjets	  = -0.406376	 +/-  0.82959	(limited)
alpha_ATLAS_norm_zjets	  = 0.00712818	 +/-  0.302225	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00055	 +/-  0.00943515	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00045	 +/-  0.0117769	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.959645	 +/-  0.076436	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.983256	 +/-  0.0723891	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.99458	 +/-  0.0738152	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.994158	 +/-  0.0897913	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00064	 +/-  0.0916839	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.00529	 +/-  0.0898959	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.00778	 +/-  0.10525	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.00504	 +/-  0.125131	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.0091	 +/-  0.116689	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.00801	 +/-  0.0987764	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00027	 +/-  0.0104389	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.01086	 +/-  0.16028	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.00635	 +/-  0.107481	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.00921	 +/-  0.132437	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.00872	 +/-  0.168499	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.00842	 +/-  0.127591	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.00507	 +/-  0.193591	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.00706	 +/-  0.215913	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.01306	 +/-  0.247061	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.01223	 +/-  0.201353	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.00819	 +/-  0.307361	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.998846	 +/-  0.0190063	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.004	 +/-  0.500214	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.0031	 +/-  0.609463	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00184	 +/-  0.340684	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.994881	 +/-  0.0326276	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.986276	 +/-  0.042584	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.977543	 +/-  0.0497344	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.966132	 +/-  0.0556937	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.974961	 +/-  0.0584597	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.978256	 +/-  0.0611424	(limited)
Fit status is 0
Initial guess:  0.931127
Sigma(obs):     0.930916
Sigma(mu,0):    0.930916
muhat:          0
qmu95:          1
qmu:            0.991545
pmu:            0.159683
1-pb:           0.498219
CLs:            0.318232

----------------------
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  = -179330.28318877134
Edm   = 9.8116891823657763e-05
Nfcn  = 2245
alpha_ATLAS_norm_DYZ	  = -0.0384333	 +/-  0.416007	(limited)
alpha_ATLAS_norm_sig	  = -0.0515009	 +/-  0.993417	(limited)
alpha_ATLAS_norm_top	  = -0.172992	 +/-  0.954551	(limited)
alpha_ATLAS_norm_wjets	  = -0.409087	 +/-  0.829544	(limited)
alpha_ATLAS_norm_zjets	  = 0.00644255	 +/-  0.302181	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00057	 +/-  0.00943458	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00046	 +/-  0.0117763	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.959794	 +/-  0.0764649	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.983125	 +/-  0.0723857	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.994507	 +/-  0.073813	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.994064	 +/-  0.089787	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.0006	 +/-  0.0916821	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.00527	 +/-  0.0898945	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.00753	 +/-  0.105222	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.00499	 +/-  0.125127	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.00913	 +/-  0.116697	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.00804	 +/-  0.0987905	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00027	 +/-  0.010438	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.01088	 +/-  0.160299	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.00639	 +/-  0.10749	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.00929	 +/-  0.132448	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.00883	 +/-  0.168517	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.00846	 +/-  0.1276	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.0052	 +/-  0.193616	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.00721	 +/-  0.215944	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.0132	 +/-  0.247093	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.01224	 +/-  0.201379	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.00822	 +/-  0.307468	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.998823	 +/-  0.0190046	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.00394	 +/-  0.500598	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00361	 +/-  0.609717	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00207	 +/-  0.340752	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.99484	 +/-  0.0326263	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.986251	 +/-  0.0425863	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.977629	 +/-  0.0497474	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.96644	 +/-  0.0557263	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.974982	 +/-  0.05847	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.978193	 +/-  0.0611457	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0_with_constr
Previous guess: 0.931127
Sigma(obs):     0.930962
Sigma(mu,0):    0.930962
muhat:          0
pmu:            0.158612
1-pb:           0.5
CLs:            0.317225
qmu95:          1
qmu:            1.00035
qmuA0:          1.00035
Precision:      0.00465586
Correction:    4.60557e-05
New guess:      0.931173

Found limit for nll nll_simPdf_asimovData_0_with_constr: 0.931173
Finished in 1 iterations.


Found N * sigma = 1 * 0.931173
Creating asimov data at mu = 0.931173, profiling at mu = 0.931173
------------------------
Getting limit for nll: nll_simPdf_asimovData_0.93117_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -179327.007839713653
Edm   = 0.00013938144308374065
Nfcn  = 2150
alpha_ATLAS_norm_DYZ	  = -0.106471	 +/-  0.414206	(limited)
alpha_ATLAS_norm_sig	  = -0.398095	 +/-  0.981072	(limited)
alpha_ATLAS_norm_top	  = -0.4682	 +/-  0.949098	(limited)
alpha_ATLAS_norm_wjets	  = -1.04401	 +/-  0.833412	(limited)
alpha_ATLAS_norm_zjets	  = 0.0132751	 +/-  0.300648	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00149	 +/-  0.00943885	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00117	 +/-  0.0117951	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.895417	 +/-  0.0769432	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.954146	 +/-  0.0731106	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.98408	 +/-  0.0747124	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.983126	 +/-  0.0907396	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00061	 +/-  0.0927272	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.01317	 +/-  0.0909895	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.0198	 +/-  0.106665	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.01225	 +/-  0.126571	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.02392	 +/-  0.118405	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.02106	 +/-  0.100058	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00069	 +/-  0.0104488	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.02846	 +/-  0.163058	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.01682	 +/-  0.108616	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.0242	 +/-  0.134402	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.02299	 +/-  0.170888	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.02223	 +/-  0.129348	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.01355	 +/-  0.195238	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.01856	 +/-  0.218373	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.03417	 +/-  0.252179	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.03213	 +/-  0.205303	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.02161	 +/-  0.311519	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.996657	 +/-  0.0190524	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.01078	 +/-  0.503959	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00825	 +/-  0.612785	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00505	 +/-  0.341821	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.985598	 +/-  0.0328122	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.962743	 +/-  0.0428718	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.940292	 +/-  0.0501053	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.911863	 +/-  0.0560857	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.933113	 +/-  0.0589418	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.941463	 +/-  0.0616688	(limited)
Fit status is 0
Initial guess:  2.52556
Sigma(obs):     0.92396
Sigma(mu,0):    0.92396
muhat:          0.931173
qmu95:          2.97625
qmu:            7.55105
pmu:            0.0029984
1-pb:           0.505804
CLs:            0.00606723

----------------------
Starting iteration 0 of nll_simPdf_asimovData_0.93117_with_constr
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -179372.974400563602
Edm   = 0.000144726975588017594
Nfcn  = 2148
alpha_ATLAS_norm_DYZ	  = -0.10573	 +/-  0.414237	(limited)
alpha_ATLAS_norm_sig	  = -0.303616	 +/-  0.984096	(limited)
alpha_ATLAS_norm_top	  = -0.471519	 +/-  0.950761	(limited)
alpha_ATLAS_norm_wjets	  = -1.06353	 +/-  0.83822	(limited)
alpha_ATLAS_norm_zjets	  = 0.0141785	 +/-  0.300929	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00153	 +/-  0.00944072	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00122	 +/-  0.0117955	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.893727	 +/-  0.077014	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.954188	 +/-  0.0731537	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.984535	 +/-  0.0747551	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.98354	 +/-  0.0907784	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00112	 +/-  0.0927667	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.0137	 +/-  0.0910314	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.02017	 +/-  0.106707	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.01288	 +/-  0.126631	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.02427	 +/-  0.118462	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.02136	 +/-  0.100094	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00072	 +/-  0.0104489	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.02898	 +/-  0.163144	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.01704	 +/-  0.10865	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.02466	 +/-  0.134462	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.02348	 +/-  0.170958	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.02254	 +/-  0.129393	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.0138	 +/-  0.195299	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.01895	 +/-  0.218473	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.03487	 +/-  0.252372	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.03273	 +/-  0.205421	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.02212	 +/-  0.311568	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.996748	 +/-  0.019054	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.01087	 +/-  0.504001	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00889	 +/-  0.613468	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00554	 +/-  0.341881	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.985788	 +/-  0.0328257	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.962744	 +/-  0.0428937	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.939921	 +/-  0.0501336	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.910793	 +/-  0.0561268	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.93271	 +/-  0.0589784	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.941224	 +/-  0.0617025	(limited)
Fit status is 0
Minuit2Minimizer: Minimize with max-calls 19000 convergence for edm < 1 strategy 2
Minuit2Minimizer : Valid minimum - status = 0
FVAL  = -179327.047989471408
Edm   = 2.94523366989237445e-07
Nfcn  = 2128
alpha_ATLAS_norm_DYZ	  = -0.104991	 +/-  0.41588	(limited)
alpha_ATLAS_norm_sig	  = -0.387202	 +/-  0.98163	(limited)
alpha_ATLAS_norm_top	  = -0.459527	 +/-  0.949364	(limited)
alpha_ATLAS_norm_wjets	  = -1.03955	 +/-  0.834076	(limited)
alpha_ATLAS_norm_zjets	  = 0.0133908	 +/-  0.3028	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_0	  = 1.00145	 +/-  0.00950225	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_1	  = 1.00112	 +/-  0.0118106	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_10	  = 0.896185	 +/-  0.0769671	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_11	  = 0.954302	 +/-  0.0731081	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_12	  = 0.983905	 +/-  0.0746939	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_13	  = 0.982916	 +/-  0.0907118	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_14	  = 1.00026	 +/-  0.0926944	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_15	  = 1.01279	 +/-  0.0909601	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_16	  = 1.01934	 +/-  0.106626	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_17	  = 1.01176	 +/-  0.126518	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_18	  = 1.02371	 +/-  0.118391	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_19	  = 1.02087	 +/-  0.10005	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_2	  = 1.00064	 +/-  0.0104735	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_20	  = 1.02821	 +/-  0.163029	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_21	  = 1.01664	 +/-  0.108606	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_22	  = 1.02397	 +/-  0.134382	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_23	  = 1.02275	 +/-  0.170862	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_24	  = 1.022	 +/-  0.129331	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_25	  = 1.01336	 +/-  0.195223	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_26	  = 1.01834	 +/-  0.218355	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_27	  = 1.03384	 +/-  0.252125	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_28	  = 1.03182	 +/-  0.205259	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_29	  = 1.02133	 +/-  0.311439	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_3	  = 0.996617	 +/-  0.0190665	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_30	  = 1.01055	 +/-  0.503856	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_31	  = 1.00804	 +/-  0.613158	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_32	  = 1.00494	 +/-  0.34188	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_4	  = 0.985604	 +/-  0.0328242	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_5	  = 0.962955	 +/-  0.0428834	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_6	  = 0.940695	 +/-  0.0501142	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_7	  = 0.912524	 +/-  0.0561033	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_8	  = 0.933572	 +/-  0.058952	(limited)
gamma_stat_tautau_ehad_mA200_SR_bin_9	  = 0.941829	 +/-  0.06168	(limited)
Fit status is 0
NLL:            nll_simPdf_asimovData_0.93117_with_constr
Previous guess: 2.52556
Sigma(obs):     0.918602
Sigma(mu,0):    0.924007
muhat:          0.931173
pmu:            0.0413114
1-pb:           0.159236
CLs:            0.0491355
qmu95:          2.97632
qmu:            3.01254
qmuA0:          7.47075
Precision:      0.0125877
Correction:     -0.00801822
New guess:      2.51754

Found limit for nll nll_simPdf_asimovData_0.93117_with_constr: 2.51754
Finished in 1 iterations.

Guess for bands
+2sigma:  3.389
+1sigma:  2.52802
-1sigma:  1.30888
-2sigma:  0.974955

Correct bands
+2sigma:  3.37211
+1sigma:  2.51754
-1sigma:  1.30888
-2sigma:  0.974955
Median:   1.81649
Observed: 1.81649

Real time 0:00:08, CP time 7.970
DEBUG-TABLE  Tanb     Observed Median  +2sig  +1sig  -1sig  -2sig
DEBUG-TABLE mA=  200 tanb=   0    1.8165   1.8165   3.3721   2.5175   1.3089   0.9750
