=== Using the following for ModelConfig === Observables: RooArgSet:: = (obs_x_channel1,channelCat) Parameters of Interest: RooArgSet:: = (SigXsecOverSM) Nuisance Parameters: RooArgSet:: = (alpha_syst2,alpha_syst3,gamma_stat_channel1_bin_0,gamma_stat_channel1_bin_1) Global Observables: RooArgSet:: = (nominalLumi,nom_alpha_syst1,nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1) PDF: RooSimultaneous::simPdf[ indexCat=channelCat channel1=model_channel1 ] = 0.190787 [#1] INFO:InputArguments -- The deprecated RooFit::CloneData(1) option passed to createNLL() is ignored. [#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: (alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint) [#1] INFO:Minimization -- The following global observables have been defined and their values are taken from the model: (nominalLumi,nom_alpha_syst1,nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1) [#1] INFO:Fitting -- RooAbsPdf::fitTo(simPdf) fixing normalization set for coefficient determination to observables in data [#1] INFO:Fitting -- using generic CPU library compiled with no vectorizations [#1] INFO:Fitting -- Creation of NLL object took 1.27737 ms [#0] PROGRESS:Minimization -- ProfileLikelihoodCalcultor::DoGLobalFit - find MLE [#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_simPdf_obsData) Summation contains a RooNLLVar, using its error level [#0] PROGRESS:Minimization -- ProfileLikelihoodCalcultor::DoMinimizeNLL - using Minuit2 / with strategy 1 [#1] INFO:Minimization -- [fitFCN] No discrete parameters, performing continuous minimization only [#1] INFO:Minimization -- RooFitResult: minimized FCN value: 15.5775, estimated distance to minimum: 9.97883e-09 covariance matrix quality: Full, accurate covariance matrix Status : MINIMIZE=0 Floating Parameter FinalValue +/- Error -------------------- -------------------------- SigXsecOverSM 1.1153e+00 +/- 5.87e-01 alpha_syst2 -8.9073e-03 +/- 9.83e-01 alpha_syst3 1.7876e-02 +/- 9.48e-01 gamma_stat_channel1_bin_0 9.9955e-01 +/- 4.93e-02 gamma_stat_channel1_bin_1 1.0036e+00 +/- 8.01e-02 -------------------------------------- Will generate sampling distribution at SigXsecOverSM = 2.32744 1) 0x728c970 RooRealVar:: SigXsecOverSM = 2.32744 +/- 0.586576 L(-3 - 3) "SigXsecOverSM" 2) 0x59d77d0 RooRealVar:: alpha_syst2 = -0.634262 +/- 0.982506 L(-5 - 5) "alpha_syst2" 3) 0x71a05c0 RooRealVar:: alpha_syst3 = -0.228416 +/- 0.947653 L(-5 - 5) "alpha_syst3" 4) 0x714e900 RooRealVar:: gamma_stat_channel1_bin_0 = 0.969402 +/- 0.0493362 L(0 - 1.25) "gamma_stat_channel1_bin_0" 5) 0x718ed60 RooRealVar:: gamma_stat_channel1_bin_1 = 0.954505 +/- 0.0800896 L(0 - 1.5) "gamma_stat_channel1_bin_1" [#0] PROGRESS:Generation -- generated toys: 500 / 1000