[#1] INFO:Fitting -- RooAbsPdf::fitTo(model) 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 459.243 μs [#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_model_modelData) Summation contains a RooNLLVar, using its error level [#1] INFO:Minimization -- [fitFCN] No discrete parameters, performing continuous minimization only [#1] INFO:Minimization -- Including the following constraint terms in minimization: (fconstraint) [#1] INFO:Minimization -- The global observables are not defined , normalize constraints with respect to the parameters (f) [#1] INFO:Fitting -- RooAbsPdf::fitTo(modelc) fixing normalization set for coefficient determination to observables in data [#1] INFO:Fitting -- Creation of NLL object took 1.65644 ms [#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_modelc_modelData) Summation contains a RooNLLVar, using its error level [#1] INFO:Minimization -- [fitFCN] No discrete parameters, performing continuous minimization only [#1] INFO:Minimization -- Including the following constraint terms in minimization: (fconstext) [#1] INFO:Minimization -- The global observables are not defined , normalize constraints with respect to the parameters (f,m,s) [#1] INFO:Fitting -- RooAbsPdf::fitTo(model) fixing normalization set for coefficient determination to observables in data [#1] INFO:Fitting -- Creation of NLL object took 120.582 μs [#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_model_modelData) Summation contains a RooNLLVar, using its error level [#1] INFO:Minimization -- [fitFCN] No discrete parameters, performing continuous minimization only fit result without constraint (data generated at f=0.5) RooFitResult: minimized FCN value: 134.849, estimated distance to minimum: 2.11658e-05 covariance matrix quality: Full, accurate covariance matrix Status : MINIMIZE=0 HESSE=0 Floating Parameter InitialValue FinalValue +/- Error GblCorr. -------------------- ------------ -------------------------- -------- f 5.0000e-01 6.4987e-01 +/- 1.21e-01 m 0.0000e+00 7.1824e-01 +/- 4.97e-01 s 2.0000e+00 2.1880e+00 +/- 4.61e-01 fit result with internal constraint (data generated at f=0.5, constraint is f=0.8+/-0.2) RooFitResult: minimized FCN value: 134.191, estimated distance to minimum: 0.000427811 covariance matrix quality: Full, accurate covariance matrix Status : MINIMIZE=0 HESSE=0 Floating Parameter InitialValue FinalValue +/- Error GblCorr. -------------------- ------------ -------------------------- -------- f 6.4987e-01 6.8952e-01 +/- 1.01e-01 m 7.1824e-01 7.0939e-01 +/- 4.97e-01 s 2.1880e+00 2.2657e+00 +/- 4.74e-01 fit result with (another) external constraint (data generated at f=0.5, constraint is f=0.2+/-0.1) RooFitResult: minimized FCN value: 137.195, estimated distance to minimum: 0.000256905 covariance matrix quality: Full, accurate covariance matrix Status : MINIMIZE=0 HESSE=0 Floating Parameter InitialValue FinalValue +/- Error GblCorr. -------------------- ------------ -------------------------- -------- f 6.8952e-01 3.6252e-01 +/- 8.15e-02 m 7.0939e-01 7.1394e-01 +/- 5.87e-01 s 2.2657e+00 1.7027e+00 +/- 4.74e-01