[INFO] Steering file: MinWorkingExample_Limits_Systematics_Lumi.py RooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University All rights reserved, please read http://roofit.sourceforge.net/license.txt === Using the following for B_modelNM === Observables: RooArgSet:: = (ALP_InvM_sq) Parameters of Interest: RooArgSet:: = (xsec) Nuisance Parameters: RooArgSet:: = (bkg_yield_nom,alpha_lumi,a0,a1) Global Observables: RooArgSet:: = (glob_lumi) PDF: RooProdPdf::factorymodel[ factorymodel_core * constr_lumi ] = 1 Snapshot: 1) 0x6ccaef0 RooRealVar:: xsec = 0 L(0 - 10) "xsec" 1) RooRealVar:: xsec = 0 1) RooRealVar:: glob_lumi = 1 1) RooRealVar:: bkg_yield_nom = 6114 2) RooRealVar:: alpha_lumi = 1 3) RooRealVar:: a0 = 0 4) RooRealVar:: a1 = 0 === Using the following for B_modelNM === Observables: RooArgSet:: = (ALP_InvM_sq) Parameters of Interest: RooArgSet:: = (xsec) Nuisance Parameters: RooArgSet:: = (bkg_yield_nom,alpha_lumi,a0,a1) Global Observables: RooArgSet:: = (glob_lumi) PDF: RooProdPdf::factorymodel[ factorymodel_core * constr_lumi ] = 0.989709 Snapshot: 1) 0x6cd1c90 RooRealVar:: xsec = 0 L(0 - 10) "xsec" 1) RooRealVar:: xsec = 0.5 1) RooRealVar:: glob_lumi = 1 1) RooRealVar:: bkg_yield_nom = 6114 2) RooRealVar:: alpha_lumi = 1 3) RooRealVar:: a0 = 0 4) RooRealVar:: a1 = 0 [#0] PROGRESS:Eval -- AsymptoticCalculator::Initialize.... [#0] PROGRESS:Eval -- AsymptoticCalculator::Initialize - Find best unconditional NLL on observed data AsymptoticCalculator::EvaluateNLL ........ using Minuit / Migrad with strategy 1 and tolerance 1 ********** ** 1 **SET PRINT 0 ********** ********** ** 2 **SET NOGRAD ********** PARAMETER DEFINITIONS: NO. NAME VALUE STEP SIZE LIMITS 1 a0 0.00000e+00 1.00000e+00 -5.00000e+00 5.00000e+00 2 a1 0.00000e+00 1.00000e+00 -5.00000e+00 5.00000e+00 3 alpha_lumi 1.00000e+00 2.00000e-01 0.00000e+00 2.00000e+00 4 bkg_yield_nom 6.11400e+03 3.05700e+03 0.00000e+00 5.00000e+05 5 xsec 5.00000e-01 2.50000e-01 0.00000e+00 1.00000e+01 ********** ** 3 **SET ERR 0.5 ********** ********** ** 4 **SET PRINT 0 ********** ********** ** 5 **SET STR 1 ********** ********** ** 6 **MIGRAD 2500 1 ********** MIGRAD MINIMIZATION HAS CONVERGED. MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX. FCN=-27685.3 FROM MIGRAD STATUS=CONVERGED 115 CALLS 116 TOTAL EDM=0.000281945 STRATEGY= 1 ERROR MATRIX ACCURATE EXT PARAMETER STEP FIRST NO. NAME VALUE ERROR SIZE DERIVATIVE 1 a0 -6.51530e-01 1.92878e-02 4.40087e-04 -3.20014e-01 2 a1 8.77949e-02 1.94145e-02 4.39267e-04 -2.57908e-01 3 alpha_lumi 9.98441e-01 1.02397e-01 1.45532e-03 1.75140e-01 4 bkg_yield_nom 6.12388e+03 6.34228e+02 1.63627e-04 2.96961e+00 5 xsec 4.02653e-07 7.37920e-02 1.99838e-02** at limit ** ERR DEF= 0.5 AsymptoticCalculator::EvaluateNLL - value = -27685.3 fit time : Real time 0:00:00, CP time 0.020 [#0] PROGRESS:Eval -- Best fitted POI value = 4.02653e-07 +/- 0.073792 [#0] PROGRESS:Eval -- AsymptoticCalculator: Building Asimov data Set [#1] INFO:InputArguments -- AsymptoticCalculator: Asimov data will be generated using fitted nuisance parameter values MakeAsimov: Setting poi xsec to a constant value = 0 MakeAsimov: doing a conditional fit for finding best nuisance values ********** ** 1 **SET PRINT 0 ********** ********** ** 2 **SET NOGRAD ********** PARAMETER DEFINITIONS: NO. NAME VALUE STEP SIZE LIMITS 1 a0 -6.51530e-01 1.92878e-02 -5.00000e+00 5.00000e+00 2 a1 8.77949e-02 1.94145e-02 -5.00000e+00 5.00000e+00 3 alpha_lumi 9.98441e-01 1.02397e-01 0.00000e+00 2.00000e+00 4 bkg_yield_nom 6.12388e+03 6.34228e+02 0.00000e+00 5.00000e+05 ********** ** 3 **SET ERR 0.5 ********** ********** ** 4 **SET PRINT 0 ********** ********** ** 5 **SET STR 1 ********** ********** ** 6 **MIGRAD 2000 1 ********** MIGRAD MINIMIZATION HAS CONVERGED. MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX. FCN=-27685.3 FROM MIGRAD STATUS=CONVERGED 49 CALLS 50 TOTAL EDM=0.00026085 STRATEGY= 1 ERROR MATRIX ACCURATE EXT PARAMETER STEP FIRST NO. NAME VALUE ERROR SIZE DERIVATIVE 1 a0 -6.51516e-01 1.92871e-02 4.40700e-04 -1.03525e-01 2 a1 8.78056e-02 1.94119e-02 4.39845e-04 -7.89311e-02 3 alpha_lumi 9.98425e-01 1.02163e-01 1.45533e-03 -1.14609e-01 4 bkg_yield_nom 6.12369e+03 6.32776e+02 1.63625e-04 3.85845e-01 ERR DEF= 0.5 fit time Real time 0:00:00, CP time 0.000 RooDataSet::AsimovData[ALP_InvM_sq,weight:binWeightAsimov] = 100 entries (6114.01 weighted) Generated Asimov data for observables RooArgSet:: = (ALP_InvM_sq) Generated Asimov data for global observables RooArgSet:: = (glob_lumi) [#0] PROGRESS:Eval -- AsymptoticCalculator::Initialize Find best conditional NLL on ASIMOV data set for given alt POI ( xsec ) = 0 AsymptoticCalculator::EvaluateNLL ........ using Minuit / Migrad with strategy 1 and tolerance 1 ********** ** 7 **SET PRINT 0 ********** ********** ** 8 **SET NOGRAD ********** PARAMETER DEFINITIONS: NO. NAME VALUE STEP SIZE LIMITS 1 a0 -6.51516e-01 1.92871e-02 -5.00000e+00 5.00000e+00 2 a1 8.78056e-02 1.94119e-02 -5.00000e+00 5.00000e+00 3 alpha_lumi 9.98425e-01 1.02163e-01 0.00000e+00 2.00000e+00 4 bkg_yield_nom 6.12369e+03 6.32776e+02 0.00000e+00 5.00000e+05 ********** ** 9 **SET ERR 0.5 ********** ********** ** 10 **SET PRINT 0 ********** ********** ** 11 **SET STR 1 ********** ********** ** 12 **MIGRAD 2000 1 ********** MIGRAD MINIMIZATION HAS CONVERGED. MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX. FCN=-27688 FROM MIGRAD STATUS=CONVERGED 50 CALLS 51 TOTAL EDM=1.26234e-06 STRATEGY= 1 ERROR MATRIX ACCURATE EXT PARAMETER STEP FIRST NO. NAME VALUE ERROR SIZE DERIVATIVE 1 a0 -6.51514e-01 1.93003e-02 4.43379e-04 -2.70685e-01 2 a1 8.76461e-02 1.93286e-02 4.40243e-04 -7.22753e-03 3 alpha_lumi 9.98420e-01 1.02103e-01 1.45538e-03 -3.14645e-02 4 bkg_yield_nom 6.12365e+03 6.32409e+02 1.63632e-04 -2.77781e-01 ERR DEF= 0.5 AsymptoticCalculator::EvaluateNLL - value = -27688 for poi fixed at = 0 fit time : Real time 0:00:00, CP time 0.000 [#1] INFO:InputArguments -- Minimum of POI is 0 corresponds to alt snapshot - using qtilde asymptotic formulae 1) RooRealVar:: xsec = 0.5 1) RooRealVar:: glob_lumi = 1 1) RooRealVar:: bkg_yield_nom = 6353.85 +/- 679.403 2) RooRealVar:: alpha_lumi = 0.952977 +/- 0.100048 3) RooRealVar:: a0 = -0.66224 +/- 0.019372 4) RooRealVar:: a1 = 0.105556 +/- 0.0195008 [#1] INFO:InputArguments -- HypoTestInverter ---- Input models: using as S+B (null) model : S+B_modelNM using as B (alternate) model : B_modelNM 1) RooRealVar:: xsec = 0.5 1) RooRealVar:: glob_lumi = 1 1) RooRealVar:: bkg_yield_nom = 6353.85 +/- 679.403 2) RooRealVar:: alpha_lumi = 0.952977 +/- 0.100048 3) RooRealVar:: a0 = -0.66224 +/- 0.019372 4) RooRealVar:: a1 = 0.105556 +/- 0.0195008 [#1] INFO:Eval -- HypoTestInverter::GetInterval - run a fixed scan [#0] WARNING:InputArguments -- HypoTestInverter::RunFixedScan - xMin < lower bound, use xmin = 0 [#0] WARNING:InputArguments -- HypoTestInverter::RunFixedScan - xMax > upper bound, use xmax = 10 [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:Eval -- Using one-sided qmu - setting qmu to zero muHat = 4.02653e-07 muTest = 0 [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot [#1] INFO:ObjectHandling -- RooWorkspace::saveSnaphot(w) replacing previous snapshot with name S+B_modelNM__snapshot 1) RooRealVar:: xsec = 0.5 +/- 0.073792 1) RooRealVar:: glob_lumi = 1 1) RooRealVar:: bkg_yield_nom = 126958 +/- 71987.3 2) RooRealVar:: alpha_lumi = 0.0476929 +/- 0.0272699 3) RooRealVar:: a0 = -0.662329 +/- 0.0201939 4) RooRealVar:: a1 = 0.105614 +/- 0.021719 Checkpoint 1, bkg only: Now print the value of each set: Checkpoint 2, signal+bkg: Now print the value of each set: Results based on asymptotic formulae: psb = 0.0001901230743708302 pb = 0.9200877033276339 cls = 0.0023791466681319312 Checkpoint 3, now print the value of each set BEFORE setting the HypoTestInverter: Checkpoint 4, now print the value of each set BEFORE the HypoTestInverter scan but after having set it: Doing a fixed scan in interval : -50 , 50 The computed upper limit is: 0.2821269585940666 +/- 0.0 Expected upper limits using b-only model : median limit = 0.45345210888224535 med. limit (-1 sig) 0.3238695159828271 med. limit (+1 sig) 0.6500781257848512 med. limit (-2 sig) 0.23957901443220075 med. limit (+2 sig) 0.9108599197664523 Checkpoint 5, now print the value of each set AFTER the HypoTestInverter scan: