Processing callforLimits_basic.cpp... [INFO] Reading Files File /Users/fmgaray/Documents/Research/clic_lfv_tau/treeLFV_sgn_ntuple.root was succesfully opened. MVA tree HiggsLFV_all with 8017 entries opened File /Users/fmgaray/Documents/Research/clic_lfv_tau/treeLFV_bkg_ntuple.root was succesfully opened. MVA tree HiggsLFV_all with 131651 entries opened [INFO] Generating Histograms Signal Histogram Created Background Histogram Created Experiment Sample Histogram Created [INFO] Initializing Roostats HistFactory [INFO] Making the Workspace [#2] PROGRESS:HistFactory -- ----------------------------------------- Starting to process 'BDTresp' channel with 1 observables ----------------------------------------- [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooRealVar::nominalLumi [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooGaussian::lumiConstraint [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::Lumi for import of RooGaussian::lumiConstraint [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::nominalLumi for import of RooGaussian::lumiConstraint [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooConstVar::0.001 [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooConstVar::signal_BDTresp_epsilon [#2] INFO:HistFactory -- making normFactor: BR [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooRealVar::BR [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooRealVar::obs_x_BDTresp [#2] INFO:HistFactory -- processing hist rsignal [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing dataset signal_BDTresp_Hist_alphanominalDHist [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooHistFunc::signal_BDTresp_Hist_alphanominal [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooHistFunc::signal_BDTresp_Hist_alphanominal [#2] INFO:HistFactory -- signal_BDTresp has no variation histograms [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooProduct::signal_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooConstVar::signal_BDTresp_epsilon for import of RooProduct::signal_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::BR for import of RooProduct::signal_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::Lumi for import of RooProduct::signal_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooRealVar::nom_alpha_bkg_unc [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooGaussian::alpha_bkg_uncConstraint [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::alpha_bkg_unc for import of RooGaussian::alpha_bkg_uncConstraint [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::nom_alpha_bkg_unc for import of RooGaussian::alpha_bkg_uncConstraint [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooConstVar::1 [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooStats::HistFactory::FlexibleInterpVar::background_BDTresp_epsilon [#2] INFO:HistFactory -- processing hist rbg [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing dataset background_BDTresp_Hist_alphanominalDHist [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooHistFunc::background_BDTresp_Hist_alphanominal [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooHistFunc::background_BDTresp_Hist_alphanominal [#2] INFO:HistFactory -- background_BDTresp has no variation histograms [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooProduct::background_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background_BDTresp_epsilon for import of RooProduct::background_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::alpha_bkg_unc for import of RooProduct::background_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::Lumi for import of RooProduct::background_BDTresp_scaleFactors [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooBinWidthFunction::BDTresp_model_binWidth [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::signal_BDTresp_Hist_alphanominal for import of RooBinWidthFunction::BDTresp_model_binWidth [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooBinWidthFunction::BDTresp_model_binWidth [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooProduct::signal_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::signal_BDTresp_Hist_alphanominal for import of RooProduct::signal_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooProduct::signal_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooBinWidthFunction::BDTresp_model_binWidth for import of RooProduct::signal_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooProduct::background_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::background_BDTresp_Hist_alphanominal for import of RooProduct::background_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooProduct::background_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooBinWidthFunction::BDTresp_model_binWidth for import of RooProduct::background_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::signal_BDTresp_Hist_alphanominal for import of RooProduct::background_BDTresp_shapes [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::signal_BDTresp_shapes for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::signal_BDTresp_Hist_alphanominal for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooBinWidthFunction::BDTresp_model_binWidth for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::signal_BDTresp_scaleFactors for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooConstVar::signal_BDTresp_epsilon for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::BR for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::Lumi for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::background_BDTresp_shapes for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::background_BDTresp_Hist_alphanominal for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::background_BDTresp_scaleFactors for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background_BDTresp_epsilon for import of RooRealSumPdf::BDTresp_model [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::alpha_bkg_unc for import of RooRealSumPdf::BDTresp_model [#2] PROGRESS:HistFactory -- ----------------------------------------- import model into workspace ----------------------------------------- [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooGaussian::lumiConstraint for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::Lumi for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::nominalLumi for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooConstVar::0.001 for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooGaussian::alpha_bkg_uncConstraint for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::alpha_bkg_unc for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::nom_alpha_bkg_unc for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooConstVar::1 for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealSumPdf::BDTresp_model for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::signal_BDTresp_shapes for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::signal_BDTresp_Hist_alphanominal for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::obs_x_BDTresp for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooBinWidthFunction::BDTresp_model_binWidth for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::signal_BDTresp_scaleFactors for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooConstVar::signal_BDTresp_epsilon for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooRealVar::BR for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::background_BDTresp_shapes for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooHistFunc::background_BDTresp_Hist_alphanominal for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooProduct::background_BDTresp_scaleFactors for import of RooProdPdf::model_BDTresp [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background_BDTresp_epsilon for import of RooProdPdf::model_BDTresp [#1] INFO:NumericIntegration -- RooRealIntegral::init(BDTresp_model_Int[obs_x_BDTresp]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_BDTresp) [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it [#0] WARNING:InputArguments -- AsymptoticCalculator::FillBins(): Detected a bin with zero expected events- skip it RooDataSet::AsimovData[obs_x_BDTresp,weight:binWeightAsimov] = 190 entries (134056 weighted) [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing dataset AsimovData [#1] INFO:ObjectHandling -- RooWorkSpace::import(BDTresp) changing name of dataset from AsimovData to asimovData [#1] INFO:ObjectHandling -- RooWorkspace::import(BDTresp) importing dataset obsData RooWorkspace(BDTresp) BDTresp workspace contents variables --------- (BR,Lumi,alpha_bkg_unc,nom_alpha_bkg_unc,nominalLumi,obs_x_BDTresp) p.d.f.s ------- RooRealSumPdf::BDTresp_model[ signal_BDTresp_scaleFactors * signal_BDTresp_shapes + background_BDTresp_scaleFactors * background_BDTresp_shapes ] = 0/134056 RooGaussian::alpha_bkg_uncConstraint[ x=alpha_bkg_unc mean=nom_alpha_bkg_unc sigma=1 ] = 1 RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.001 ] = 1 RooProdPdf::model_BDTresp[ lumiConstraint * alpha_bkg_uncConstraint * BDTresp_model(obs_x_BDTresp) ] = 0 functions -------- RooBinWidthFunction::BDTresp_model_binWidth[ HistFuncForBinWidth=signal_BDTresp_Hist_alphanominal ] = 714.286 RooHistFunc::background_BDTresp_Hist_alphanominal[ depList=(obs_x_BDTresp) ] = 0 RooStats::HistFactory::FlexibleInterpVar::background_BDTresp_epsilon[ paramList=(alpha_bkg_unc) ] = 1 RooProduct::background_BDTresp_scaleFactors[ background_BDTresp_epsilon * Lumi ] = 1 RooProduct::background_BDTresp_shapes[ background_BDTresp_Hist_alphanominal * BDTresp_model_binWidth ] = 0 RooHistFunc::signal_BDTresp_Hist_alphanominal[ depList=(obs_x_BDTresp) ] = 0 RooProduct::signal_BDTresp_scaleFactors[ signal_BDTresp_epsilon * BR * Lumi ] = 0.3 RooProduct::signal_BDTresp_shapes[ signal_BDTresp_Hist_alphanominal * BDTresp_model_binWidth ] = 0 datasets -------- RooDataSet::asimovData(obs_x_BDTresp) RooDataSet::obsData(obs_x_BDTresp) embedded datasets (in pdfs and functions) ----------------------------------------- RooDataHist::signal_BDTresp_Hist_alphanominalDHist(obs_x_BDTresp) RooDataHist::background_BDTresp_Hist_alphanominalDHist(obs_x_BDTresp) named sets ---------- ModelConfig_GlobalObservables:(nominalLumi,nom_alpha_bkg_unc) ModelConfig_Observables:(obs_x_BDTresp) constraintTerms:(lumiConstraint,alpha_bkg_uncConstraint) globalObservables:(nominalLumi,nom_alpha_bkg_unc) likelihoodTerms:(BDTresp_model) observables:(obs_x_BDTresp) observablesSet:(obs_x_BDTresp) generic objects --------------- RooStats::ModelConfig::ModelConfig [#2] INFO:HistFactory -- Setting Parameter(s) of Interest as: BR === Using the following for ModelConfig === Observables: RooArgSet:: = (obs_x_BDTresp) Parameters of Interest: RooArgSet:: = (BR) Nuisance Parameters: RooArgSet:: = (alpha_bkg_unc) Global Observables: RooArgSet:: = (nominalLumi,nom_alpha_bkg_unc) PDF: RooProdPdf::model_BDTresp[ lumiConstraint * alpha_bkg_uncConstraint * BDTresp_model(obs_x_BDTresp) ] = 0 [#1] INFO:Minimization -- p.d.f. provides expected number of events, including extended term in likelihood. [#1] INFO:Minimization -- Including the following constraint terms in minimization: (lumiConstraint,alpha_bkg_uncConstraint) [#1] INFO:Minimization -- The global observables are not defined , normalize constraints with respect to the parameters (BR,Lumi,alpha_bkg_unc) [#1] INFO:Fitting -- RooAbsPdf::fitTo(BDTresp_model) fixing normalization set for coefficient determination to observables in data [#1] INFO:Fitting -- using CPU computation library compiled with -msse4 [#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_BDTresp_model_obsData) Summation contains a RooNLLVar, using its error level [#1] INFO:Minimization -- RooAbsMinimizerFcn::setOptimizeConst: activating const optimization Minuit2Minimizer: Minimize with max-calls 1000 convergence for edm < 1 strategy 1 Minuit2Minimizer : Valid minimum - status = 0 FVAL = 556.437384537652974 Edm = 7.83982293783249589e-05 Nfcn = 45 BR = 1.82139e-08 +/- 0.000319238 (limited) alpha_bkg_unc = 0.000136818 +/- 0.0136987 (limited) ****************************************************************************************************** Minuit2Minimizer::GetMinosError - Run MINOS LOWER error for parameter #0 : BR using max-calls 1000, tolerance 1 ****************************************************************************************************** Minuit2Minimizer::GetMinosError - Run MINOS UPPER error for parameter #0 : BR using max-calls 1000, tolerance 1 Minos: Parameter : BR is at Lower limit; error is -1.82139e-08 Minos: Lower error for parameter BR : -1.82139e-08 Minos: Upper error for parameter BR : 0.000313733 ****************************************************************************************************** Minuit2Minimizer::GetMinosError - Run MINOS LOWER error for parameter #1 : alpha_bkg_unc using max-calls 1000, tolerance 1 ****************************************************************************************************** Minuit2Minimizer::GetMinosError - Run MINOS UPPER error for parameter #1 : alpha_bkg_unc using max-calls 1000, tolerance 1 Minos: Lower error for parameter alpha_bkg_unc : -0.0138068 Minos: Upper error for parameter alpha_bkg_unc : 0.0135913 [#1] INFO:Minimization -- RooAbsMinimizerFcn::setOptimizeConst: deactivating const optimization