Execution Time3.36s

Test: tutorial-histfactory-hf001_example (Passed)
Build: v6-18-00-patches-x86_64-mac1015-clang110-opt (macitois17.cern.ch) on 2019-11-14 00:46:16

Test Timing: Passed
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Processing /Users/sftnight/build/night/LABEL/mac1015/SPEC/noimt/V/6-18/root/tutorials/histfactory/hf001_example.C...

[NON-XML-CHAR-0x1B][1mRooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby[NON-XML-CHAR-0x1B][0m 
                Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University
                All rights reserved, please read http://roofit.sourceforge.net/license.txt

Getting histogram.  InputFile ./data/example.root HistoPath  HistoName data
Opened input file: ./data/example.root: 0x7fb17cbd5ad0
Collecting Nominal Histogram
Getting histogram.  InputFile ./data/example.root HistoPath  HistoName signal
Opened input file: ./data/example.root: 0x7fb17cae30e0
Collecting Nominal Histogram
Getting histogram.  InputFile ./data/example.root HistoPath  HistoName background1
Opened input file: ./data/example.root: 0x7fb17ce4cd40
Getting histogram.  InputFile ./data/example.root HistoPath  HistoName background1_statUncert
Opened input file: ./data/example.root: 0x7fb17ce4e330
Collecting Nominal Histogram
Getting histogram.  InputFile ./data/example.root HistoPath  HistoName background2
Opened input file: ./data/example.root: 0x7fb17ce4f530
Measurement Name: meas	 OutputFilePrefix: ./results/example_UsingC	 POI: SigXsecOverSM	 Lumi: 1	 LumiRelErr: 0.1	 BinLow: 0	 BinHigh: 2	 ExportOnly: 0
Constant Params:  alpha_syst1 Lumi
Channels:
	 Channel Name: channel1	 InputFile: 
	 Data:
	 	 InputFile: ./data/example.root	 HistoName: data	 HistoPath: 	 HistoAddress: 0x7fb17ce4c330
	 statErrorConfig:
	 	 RelErrorThreshold: 0.05	 ConstraintType: Poisson
	 Samples: 
	 	 Name: signal	 	 Channel: channel1	 NormalizeByTheory: True	 StatErrorActivate: False
	 	 	 	 	 InputFile: ./data/example.root	 HistName: signal	 HistoPath: 	 HistoAddress: 0x7fb17ce4df40
	 	 Name: background1	 	 Channel: channel1	 NormalizeByTheory: True	 StatErrorActivate: False
	 	 	 	 	 InputFile: ./data/example.root	 HistName: background1	 HistoPath: 	 HistoAddress: 0x7fb17ce4f140
	 	 	 StatError Activate: 1	 InputFile: ./data/example.root	 HistName: background1_statUncert	 HistoPath: 	 HistoAddress: 0x7fb17ce502e0
	 	 Name: background2	 	 Channel: channel1	 NormalizeByTheory: True	 StatErrorActivate: False
	 	 	 	 	 InputFile: ./data/example.root	 HistName: background2	 HistoPath: 	 HistoAddress: 0x7fb17ce514e0
	 	 	 StatError Activate: 1	 InputFile: ./data/example.root	 HistName: 	 HistoPath: 	 HistoAddress: 0x0
	 End of Channel channel1
End Measurement: meas
Making Model and Measurements (Fast) for measurement: meas
using lumi = 1 and lumiError = 0.1 including bins between 0 and 2
fixing the following parameters:
   alpha_syst1
   Lumi
Checking if output directory : ./results -  exists
Creating the output file: ./results/example_UsingC_meas.root
Creating the table file: ./results/example_UsingC_results.table
Creating the HistoToWorkspaceFactoryFast factory
Setting preprocess functions
Starting to process channel: channel1


-------------------
Starting to process channel1 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooStats::HistFactory::FlexibleInterpVar::signal_channel1_epsilon
making normFactor: SigXsecOverSM
signal_channel1 has no variation histograms 
processing hist signal
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing dataset signal_channel1nominalDHist
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooHistFunc::signal_channel1_nominal
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooStats::HistFactory::FlexibleInterpVar::background1_channel1_epsilon
background1_channel1 has no variation histograms 
processing hist background1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing dataset background1_channel1nominalDHist
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooHistFunc::background1_channel1_nominal
Sample: background1 to be included in Stat Error for channel channel1
Using external histogram for Stat Errors for  Channel: channel1 Sample: background1
Error Histogram: background1_statUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooRealVar::gamma_stat_channel1_bin_0
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooRealVar::gamma_stat_channel1_bin_1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing ParamHistFunc::mc_stat_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::obs_x_channel1 for import of ParamHistFunc::mc_stat_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_0 for import of ParamHistFunc::mc_stat_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_1 for import of ParamHistFunc::mc_stat_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of ParamHistFunc::mc_stat_channel1 for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::obs_x_channel1 for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_0 for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_1 for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::background1_channel1_overallSyst_x_Exp for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooHistFunc::background1_channel1_nominal for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background1_channel1_epsilon for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::alpha_syst2 for import of RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooStats::HistFactory::FlexibleInterpVar::background2_channel1_epsilon
background2_channel1 has no variation histograms 
processing hist background2
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing dataset background2_channel1nominalDHist
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooHistFunc::background2_channel1_nominal
Sample: background2 to be included in Stat Error for channel channel1
Making Statistical Uncertainty Hist for  Channel: channel1 Sample: background2
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of ParamHistFunc::mc_stat_channel1 for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::obs_x_channel1 for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_0 for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_1 for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::background2_channel1_overallSyst_x_Exp for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooHistFunc::background2_channel1_nominal for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background2_channel1_epsilon for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::alpha_syst3 for import of RooProduct::background2_channel1_overallSyst_x_StatUncert
Making Total Uncertainty for bin 1 Error = 5 Val = 100 RelativeError = 0.05
Making Total Uncertainty for bin 2 Error = 10 Val = 100 RelativeError = 0.1
About to create Constraint Terms from: mc_stat_channel1 params: (gamma_stat_channel1_bin_0,gamma_stat_channel1_bin_1)
Using Poisson StatErrors in channel: channel1
Creating constraint for: gamma_stat_channel1_bin_0. Type of constraint: 1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooPoisson::gamma_stat_channel1_bin_0_constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooRealVar::nom_gamma_stat_channel1_bin_0
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooProduct::gamma_stat_channel1_bin_0_poisMean
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_0 for import of RooPoisson::gamma_stat_channel1_bin_0_constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooConstVar::gamma_stat_channel1_bin_0_tau
Creating constraint for: gamma_stat_channel1_bin_1. Type of constraint: 1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooPoisson::gamma_stat_channel1_bin_1_constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooRealVar::nom_gamma_stat_channel1_bin_1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooProduct::gamma_stat_channel1_bin_1_poisMean
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_1 for import of RooPoisson::gamma_stat_channel1_bin_1_constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooConstVar::gamma_stat_channel1_bin_1_tau
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooRealSumPdf::channel1_model
-----------------------------------------
import model into workspace
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooGaussian::lumiConstraint for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooConstVar::0.1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::Lumi for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::nominalLumi for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooGaussian::alpha_syst1Constraint for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooConstVar::1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::alpha_syst1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::nom_alpha_syst1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooGaussian::alpha_syst2Constraint for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::alpha_syst2 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::nom_alpha_syst2 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooGaussian::alpha_syst3Constraint for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::alpha_syst3 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::nom_alpha_syst3 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooPoisson::gamma_stat_channel1_bin_0_constraint for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::nom_gamma_stat_channel1_bin_0 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::gamma_stat_channel1_bin_0_poisMean for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooConstVar::gamma_stat_channel1_bin_0_tau for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_0 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooPoisson::gamma_stat_channel1_bin_1_constraint for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::nom_gamma_stat_channel1_bin_1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::gamma_stat_channel1_bin_1_poisMean for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooConstVar::gamma_stat_channel1_bin_1_tau for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::gamma_stat_channel1_bin_1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealSumPdf::channel1_model for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::L_x_signal_channel1_overallSyst_x_Exp for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::signal_channel1_overallSyst_x_Exp for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooHistFunc::signal_channel1_nominal for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::obs_x_channel1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::signal_channel1_overallNorm_x_sigma_epsilon for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::SigXsecOverSM for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooStats::HistFactory::FlexibleInterpVar::signal_channel1_epsilon for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::binWidth_obs_x_channel1_0 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::L_x_background1_channel1_overallSyst_x_StatUncert for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::background1_channel1_overallSyst_x_StatUncert for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of ParamHistFunc::mc_stat_channel1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::background1_channel1_overallSyst_x_Exp for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooHistFunc::background1_channel1_nominal for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background1_channel1_epsilon for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::binWidth_obs_x_channel1_1 for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::L_x_background2_channel1_overallSyst_x_StatUncert for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::background2_channel1_overallSyst_x_StatUncert for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooProduct::background2_channel1_overallSyst_x_Exp for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooHistFunc::background2_channel1_nominal for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooStats::HistFactory::FlexibleInterpVar::background2_channel1_epsilon for import of RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) using existing copy of RooRealVar::binWidth_obs_x_channel1_2 for import of RooProdPdf::model_channel1
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
RooDataSet::AsimovData[obs_x_channel1,weight:binWeightAsimov] = 2 entries (230 weighted)
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing dataset AsimovData
[#1] INFO:ObjectHandling -- RooWorkSpace::import(channel1) changing name of dataset from  AsimovData to asimovData
[#1] INFO:ObjectHandling -- RooWorkspace::import(channel1) importing dataset obsData

RooWorkspace(channel1) channel1 workspace contents

variables
---------
(Lumi,SigXsecOverSM,alpha_syst1,alpha_syst2,alpha_syst3,binWidth_obs_x_channel1_0,binWidth_obs_x_channel1_1,binWidth_obs_x_channel1_2,gamma_stat_channel1_bin_0,gamma_stat_channel1_bin_1,nom_alpha_syst1,nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1,nominalLumi,obs_x_channel1,weightVar)

p.d.f.s
-------
RooGaussian::alpha_syst1Constraint[ x=alpha_syst1 mean=nom_alpha_syst1 sigma=1 ] = 1
RooGaussian::alpha_syst2Constraint[ x=alpha_syst2 mean=nom_alpha_syst2 sigma=1 ] = 1
RooGaussian::alpha_syst3Constraint[ x=alpha_syst3 mean=nom_alpha_syst3 sigma=1 ] = 1
RooRealSumPdf::channel1_model[ binWidth_obs_x_channel1_0 * L_x_signal_channel1_overallSyst_x_Exp + binWidth_obs_x_channel1_1 * L_x_background1_channel1_overallSyst_x_StatUncert + binWidth_obs_x_channel1_2 * L_x_background2_channel1_overallSyst_x_StatUncert ] = 220/230
RooPoisson::gamma_stat_channel1_bin_0_constraint[ x=nom_gamma_stat_channel1_bin_0 mean=gamma_stat_channel1_bin_0_poisMean ] = 0.019943
RooPoisson::gamma_stat_channel1_bin_1_constraint[ x=nom_gamma_stat_channel1_bin_1 mean=gamma_stat_channel1_bin_1_poisMean ] = 0.039861
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_channel1[ lumiConstraint * alpha_syst1Constraint * alpha_syst2Constraint * alpha_syst3Constraint * gamma_stat_channel1_bin_0_constraint * gamma_stat_channel1_bin_1_constraint * channel1_model(obs_x_channel1) ] = 0.174888

functions
--------
RooProduct::L_x_background1_channel1_overallSyst_x_StatUncert[ Lumi * background1_channel1_overallSyst_x_StatUncert ] = 0
RooProduct::L_x_background2_channel1_overallSyst_x_StatUncert[ Lumi * background2_channel1_overallSyst_x_StatUncert ] = 100
RooProduct::L_x_signal_channel1_overallSyst_x_Exp[ Lumi * signal_channel1_overallSyst_x_Exp ] = 10
RooStats::HistFactory::FlexibleInterpVar::background1_channel1_epsilon[ paramList=(alpha_syst2) ] = 1
RooHistFunc::background1_channel1_nominal[ depList=(obs_x_channel1) ] = 0
RooProduct::background1_channel1_overallSyst_x_Exp[ background1_channel1_nominal * background1_channel1_epsilon ] = 0
RooProduct::background1_channel1_overallSyst_x_StatUncert[ mc_stat_channel1 * background1_channel1_overallSyst_x_Exp ] = 0
RooStats::HistFactory::FlexibleInterpVar::background2_channel1_epsilon[ paramList=(alpha_syst3) ] = 1
RooHistFunc::background2_channel1_nominal[ depList=(obs_x_channel1) ] = 100
RooProduct::background2_channel1_overallSyst_x_Exp[ background2_channel1_nominal * background2_channel1_epsilon ] = 100
RooProduct::background2_channel1_overallSyst_x_StatUncert[ mc_stat_channel1 * background2_channel1_overallSyst_x_Exp ] = 100
RooProduct::gamma_stat_channel1_bin_0_poisMean[ gamma_stat_channel1_bin_0 * gamma_stat_channel1_bin_0_tau ] = 400
RooProduct::gamma_stat_channel1_bin_1_poisMean[ gamma_stat_channel1_bin_1 * gamma_stat_channel1_bin_1_tau ] = 100
ParamHistFunc::mc_stat_channel1[ ] = 1
RooStats::HistFactory::FlexibleInterpVar::signal_channel1_epsilon[ paramList=(alpha_syst1) ] = 1
RooHistFunc::signal_channel1_nominal[ depList=(obs_x_channel1) ] = 10
RooProduct::signal_channel1_overallNorm_x_sigma_epsilon[ SigXsecOverSM * signal_channel1_epsilon ] = 1
RooProduct::signal_channel1_overallSyst_x_Exp[ signal_channel1_nominal * signal_channel1_overallNorm_x_sigma_epsilon ] = 10

datasets
--------
RooDataSet::asimovData(obs_x_channel1)
RooDataSet::obsData(obs_x_channel1)

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::signal_channel1nominalDHist(obs_x_channel1)
RooDataHist::background1_channel1nominalDHist(obs_x_channel1)
RooDataHist::background2_channel1nominalDHist(obs_x_channel1)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)
ModelConfig_Observables:(obs_x_channel1)
coefList:(binWidth_obs_x_channel1_0,binWidth_obs_x_channel1_1,binWidth_obs_x_channel1_2)
constraintTerms:(lumiConstraint,alpha_syst1Constraint,alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint)
globalObservables:(nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)
likelihoodTerms:(channel1_model)
obsAndWeight:(weightVar,obs_x_channel1)
observables:(obs_x_channel1)
observablesSet:(obs_x_channel1)
shapeList:(L_x_signal_channel1_overallSyst_x_Exp,L_x_background1_channel1_overallSyst_x_StatUncert,L_x_background2_channel1_overallSyst_x_StatUncert)

generic objects
---------------
RooStats::ModelConfig::ModelConfig

Setting Parameter(s) of Interest as: SigXsecOverSM 

=== Using the following for ModelConfig ===
Observables:             RooArgSet:: = (obs_x_channel1)
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:: = (nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)
PDF:                     RooProdPdf::model_channel1[ lumiConstraint * alpha_syst1Constraint * alpha_syst2Constraint * alpha_syst3Constraint * gamma_stat_channel1_bin_0_constraint * gamma_stat_channel1_bin_1_constraint * channel1_model(obs_x_channel1) ] = 0.174888

Opening File to hold channel: ./results/example_UsingC_channel1_meas_model.root
About to write channel measurement to file
Writing sample: signal
Writing sample: background1
Writing sample: background2
Saved all histograms
Saved Measurement
Successfully wrote channel to file


---------------
---------------- Doing channel1 Fit
---------------


[#1] INFO:Minization -- p.d.f. provides expected number of events, including extended term in likelihood.
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:Minization -- createNLL: caching constraint set under name CONSTR_OF_PDF_model_channel1_FOR_OBS_obs_x_channel1 with 6 entries
[#1] INFO:Minization --  Including the following contraint terms in minimization: (lumiConstraint,alpha_syst1Constraint,alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint)
[#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_model_channel1_obsData_with_constr) Summation contains a RooNLLVar, using its error level
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization --  The following expressions have been identified as constant and will be precalculated and cached: (signal_channel1_nominal,background1_channel1_nominal,background2_channel1_nominal)
[#1] INFO:Minization --  The following expressions will be evaluated in cache-and-track mode: (mc_stat_channel1)
 **********
 **    1 **SET PRINT           1
 **********
 **********
 **    2 **SET NOGRAD
 **********
 PARAMETER DEFINITIONS:
    NO.   NAME         VALUE      STEP SIZE      LIMITS
     1 SigXsecOverSM   1.00000e+00  3.00000e-01    0.00000e+00  3.00000e+00
     2 alpha_syst2   0.00000e+00  1.00000e+00   -5.00000e+00  5.00000e+00
     3 alpha_syst3   0.00000e+00  1.00000e+00   -5.00000e+00  5.00000e+00
     4 gamma_stat_channel1_bin_0   1.00000e+00  1.25000e-01    0.00000e+00  1.25000e+00
     5 gamma_stat_channel1_bin_1   1.00000e+00  1.50000e-01    0.00000e+00  1.50000e+00
 **********
 **    3 **SET ERR         0.5
 **********
 **********
 **    4 **SET PRINT           1
 **********
 **********
 **    5 **SET STR           1
 **********
 NOW USING STRATEGY  1: TRY TO BALANCE SPEED AGAINST RELIABILITY
 **********
 **    6 **MIGRAD        2500           1
 **********
 FIRST CALL TO USER FUNCTION AT NEW START POINT, WITH IFLAG=4.
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_0_constraint_Int[gamma_stat_channel1_bin_0]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_0)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_1_constraint_Int[gamma_stat_channel1_bin_1]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_1)
 START MIGRAD MINIMIZATION.  STRATEGY  1.  CONVERGENCE WHEN EDM .LT. 1.00e-03
 FCN=-1044.81 FROM MIGRAD    STATUS=INITIATE       16 CALLS          17 TOTAL
                     EDM= unknown      STRATEGY= 1      NO ERROR MATRIX       
  EXT PARAMETER               CURRENT GUESS       STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  SigXsecOverSM   1.00000e+00   3.00000e-01   2.14402e-01  -7.28473e-01
   2  alpha_syst2   0.00000e+00   1.00000e+00   2.01358e-01  -4.16828e-01
   3  alpha_syst3   0.00000e+00   1.00000e+00   2.01358e-01  -4.54721e-01
   4  gamma_stat_channel1_bin_0   1.00000e+00   1.25000e-01   2.57889e-01  -8.33599e-01
   5  gamma_stat_channel1_bin_1   1.00000e+00   1.50000e-01   2.14402e-01  -1.28585e+00
                               ERR DEF= 0.5
 MIGRAD MINIMIZATION HAS CONVERGED.
 MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=-1044.84 FROM MIGRAD    STATUS=CONVERGED      83 CALLS          84 TOTAL
                     EDM=3.27927e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                   STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  SigXsecOverSM   1.11502e+00   5.86100e-01   7.54848e-03   7.38809e-04
   2  alpha_syst2  -7.65554e-03   9.82184e-01   4.06870e-03   7.64595e-03
   3  alpha_syst3   1.30151e-02   9.47542e-01   4.03080e-03  -2.57978e-02
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93234e-02   2.03189e-03   1.64223e-02
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.00861e-02   2.30372e-03   1.15819e-02
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  5    ERR DEF=0.5
  3.641e-01 -2.108e-01 -7.712e-02 -1.052e-02 -1.544e-02 
 -2.108e-01  9.774e-01  4.466e-02 -1.168e-03  8.943e-03 
 -7.712e-02  4.466e-02  9.088e-01  2.228e-03 -1.792e-02 
 -1.052e-02 -1.168e-03  2.228e-03  2.441e-03  4.462e-04 
 -1.544e-02  8.943e-03 -1.792e-02  4.462e-04  6.441e-03 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4      5
        1  0.58365   1.000 -0.353 -0.134 -0.353 -0.319
        2  0.38745  -0.353  1.000  0.047 -0.024  0.113
        3  0.32155  -0.134  0.047  1.000  0.047 -0.234
        4  0.38693  -0.353 -0.024  0.047  1.000  0.113
        5  0.42409  -0.319  0.113 -0.234  0.113  1.000
 **********
 **    7 **SET ERR         0.5
 **********
 **********
 **    8 **SET PRINT           1
 **********
 **********
 **    9 **HESSE        2500
 **********
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=-1044.84 FROM HESSE     STATUS=OK             31 CALLS         115 TOTAL
                     EDM=3.28068e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                INTERNAL      INTERNAL  
  NO.   NAME      VALUE            ERROR       STEP SIZE       VALUE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01   1.50970e-03  -2.59558e-01
   2  alpha_syst2  -7.65554e-03   9.82481e-01   8.13739e-04  -1.53111e-03
   3  alpha_syst3   1.30151e-02   9.47601e-01   8.06160e-04   2.60302e-03
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02   4.06379e-04   6.42748e-01
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02   4.60745e-04   3.45220e-01
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  5    ERR DEF=0.5
  3.647e-01 -2.115e-01 -7.728e-02 -1.055e-02 -1.549e-02 
 -2.115e-01  9.780e-01  4.481e-02 -1.142e-03  8.985e-03 
 -7.728e-02  4.481e-02  9.089e-01  2.237e-03 -1.792e-02 
 -1.055e-02 -1.142e-03  2.237e-03  2.442e-03  4.485e-04 
 -1.549e-02  8.985e-03 -1.792e-02  4.485e-04  6.445e-03 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4      5
        1  0.58459   1.000 -0.354 -0.134 -0.354 -0.320
        2  0.38812  -0.354  1.000  0.048 -0.023  0.113
        3  0.32173  -0.134  0.048  1.000  0.047 -0.234
        4  0.38771  -0.354 -0.023  0.047  1.000  0.113
        5  0.42463  -0.320  0.113 -0.234  0.113  1.000
 **********
 **   10 **MINOS        2500           1
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     90 CALLS         205 TOTAL
                     EDM=3.28068e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65554e-03   9.82481e-01                            
   3  alpha_syst3   1.30151e-02   9.47601e-01                            
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02                            
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02                            
                               ERR DEF= 0.5
 **********
 **   11 **MINOS        2500           2
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     73 CALLS         278 TOTAL
                     EDM=3.28068e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65554e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30151e-02   9.47601e-01                            
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02                            
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02                            
                               ERR DEF= 0.5
 **********
 **   12 **MINOS        2500           3
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     55 CALLS         333 TOTAL
                     EDM=3.28068e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65554e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30151e-02   9.47601e-01  -9.47046e-01   9.60252e-01
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02                            
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02                            
                               ERR DEF= 0.5
 **********
 **   13 **MINOS        2500           4
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     74 CALLS         407 TOTAL
                     EDM=3.28068e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65554e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30151e-02   9.47601e-01  -9.47046e-01   9.60252e-01
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02  -4.86933e-02   5.01526e-02
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02                            
                               ERR DEF= 0.5
 **********
 **   14 **MINOS        2500           5
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     74 CALLS         481 TOTAL
                     EDM=3.28068e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65554e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30151e-02   9.47601e-01  -9.47046e-01   9.60252e-01
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02  -4.86933e-02   5.01526e-02
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02  -7.85700e-02   8.20232e-02
                               ERR DEF= 0.5
[#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
printing results for SigXsecOverSM at 1.11502 high -0.596829 low 0.61159
[#1] INFO:Minization -- p.d.f. provides expected number of events, including extended term in likelihood.
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:Minization -- createNLL picked up cached consraints from workspace with 6 entries
[#1] INFO:Minization --  Including the following contraint terms in minimization: (lumiConstraint,alpha_syst1Constraint,alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(lumiConstraint_Int[Lumi,nominalLumi]) using numeric integrator RooIntegrator1D to calculate Int(nominalLumi)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst1Constraint_Int[alpha_syst1,nom_alpha_syst1]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst2Constraint_Int[alpha_syst2,nom_alpha_syst2]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst2)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst3Constraint_Int[alpha_syst3,nom_alpha_syst3]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst3)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_0_constraint_Int[gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_0]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_0)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_1_constraint_Int[gamma_stat_channel1_bin_1,nom_gamma_stat_channel1_bin_1]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_channel1_obsData_with_constr_Profile[SigXsecOverSM]) Creating instance of MINUIT
[#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_model_channel1_obsData_with_constr) Summation contains a RooNLLVar, using its error level
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_channel1_obsData_with_constr_Profile[SigXsecOverSM]) determining minimum likelihood for current configurations w.r.t all observable
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(lumiConstraint_Int[Lumi,nominalLumi]) using numeric integrator RooIntegrator1D to calculate Int(nominalLumi)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst1Constraint_Int[alpha_syst1,nom_alpha_syst1]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst2Constraint_Int[alpha_syst2,nom_alpha_syst2]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst2)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst3Constraint_Int[alpha_syst3,nom_alpha_syst3]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst3)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_0_constraint_Int[gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_0]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_0)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_1_constraint_Int[gamma_stat_channel1_bin_1,nom_gamma_stat_channel1_bin_1]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_1)
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_channel1_obsData_with_constr_Profile[SigXsecOverSM]) minimum found at (SigXsecOverSM=1.11488)
..........................................................................................................................................................................................................Info in <TCanvas::Print>: eps file ./results/example_UsingC_channel1_meas_profileLR.eps has been created

[#1] INFO:NumericIntegration -- RooRealIntegral::init(lumiConstraint_Int[Lumi,nominalLumi]) using numeric integrator RooIntegrator1D to calculate Int(nominalLumi)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst1Constraint_Int[alpha_syst1,nom_alpha_syst1]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst2Constraint_Int[alpha_syst2,nom_alpha_syst2]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst2)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst3Constraint_Int[alpha_syst3,nom_alpha_syst3]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst3)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_0_constraint_Int[gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_0]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_0)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_1_constraint_Int[gamma_stat_channel1_bin_1,nom_gamma_stat_channel1_bin_1]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_1)
full list of observables:
RooArgList:: = (obs_x_channel1)


------------------
 Entering combination
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::nom_alpha_syst2
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::nom_alpha_syst3
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::nom_gamma_stat_channel1_bin_0
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::nom_gamma_stat_channel1_bin_1
-----------------------------------------
create toy data for channel1
RooDataSet::AsimovData0[obs_x_channel1,channelCat,weight:binWeightAsimov] = 2 entries (230 weighted)
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing dataset asimovDataFullModel
[#1] INFO:ObjectHandling -- RooWorkSpace::import(combined) changing name of dataset from  asimovDataFullModel to asimovData
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::obs_x_channel1
Merging data for channel channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing dataset channel1
[#1] INFO:ObjectHandling -- RooWorkSpace::import(combined) changing name of dataset from  channel1 to obsData

RooWorkspace(combined) combined contents

variables
---------
(channelCat,nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1,obs_x_channel1,weightVar)

datasets
--------
RooDataSet::asimovData(obs_x_channel1,weightVar,channelCat)
RooDataSet::obsData(channelCat,obs_x_channel1)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)
ModelConfig_Observables:(obs_x_channel1,weightVar,channelCat)
globalObservables:(nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)
observables:(obs_x_channel1,weightVar,channelCat)



----------------
 Importing combined model
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing dataset signal_channel1nominalDHist
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing dataset background1_channel1nominalDHist
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing dataset background2_channel1nominalDHist
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) using existing copy of RooCategory::channelCat for import of RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProdPdf::model_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooGaussian::lumiConstraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooConstVar::0.1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::Lumi
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::nominalLumi
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooGaussian::alpha_syst1Constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooConstVar::1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::alpha_syst1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::nom_alpha_syst1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooGaussian::alpha_syst2Constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::alpha_syst2
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) using existing copy of RooRealVar::nom_alpha_syst2 for import of RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooGaussian::alpha_syst3Constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::alpha_syst3
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) using existing copy of RooRealVar::nom_alpha_syst3 for import of RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooPoisson::gamma_stat_channel1_bin_0_constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) using existing copy of RooRealVar::nom_gamma_stat_channel1_bin_0 for import of RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::gamma_stat_channel1_bin_0_poisMean
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooConstVar::gamma_stat_channel1_bin_0_tau
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::gamma_stat_channel1_bin_0
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooPoisson::gamma_stat_channel1_bin_1_constraint
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) using existing copy of RooRealVar::nom_gamma_stat_channel1_bin_1 for import of RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::gamma_stat_channel1_bin_1_poisMean
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooConstVar::gamma_stat_channel1_bin_1_tau
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::gamma_stat_channel1_bin_1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealSumPdf::channel1_model
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::L_x_signal_channel1_overallSyst_x_Exp
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::signal_channel1_overallSyst_x_Exp
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooHistFunc::signal_channel1_nominal
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) using existing copy of RooRealVar::obs_x_channel1 for import of RooSimultaneous::simPdf
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::signal_channel1_overallNorm_x_sigma_epsilon
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::SigXsecOverSM
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooStats::HistFactory::FlexibleInterpVar::signal_channel1_epsilon
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::binWidth_obs_x_channel1_0
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::L_x_background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::background1_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing ParamHistFunc::mc_stat_channel1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::background1_channel1_overallSyst_x_Exp
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooHistFunc::background1_channel1_nominal
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooStats::HistFactory::FlexibleInterpVar::background1_channel1_epsilon
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::binWidth_obs_x_channel1_1
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::L_x_background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::background2_channel1_overallSyst_x_StatUncert
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooProduct::background2_channel1_overallSyst_x_Exp
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooHistFunc::background2_channel1_nominal
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooStats::HistFactory::FlexibleInterpVar::background2_channel1_epsilon
[#1] INFO:ObjectHandling -- RooWorkspace::import(combined) importing RooRealVar::binWidth_obs_x_channel1_2
setting alpha_syst1 constant
setting Lumi constant
Setting Parameter(s) of Interest as: SigXsecOverSM 

=== Using the following for ModelConfig ===
Observables:             RooArgSet:: = (obs_x_channel1,weightVar,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:: = (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 ] = 0.174888

Writing combined workspace to file: ./results/example_UsingC_combined_meas_model.root
Writing combined measurement to file: ./results/example_UsingC_combined_meas_model.root
Writing sample: signal
Writing sample: background1
Writing sample: background2
Saved all histograms
Saved Measurement


---------------
---------------- Doing combined Fit
---------------


[#1] INFO:Minization -- p.d.f. provides expected number of events, including extended term in likelihood.
[#1] INFO:Minization -- createNLL: caching constraint set under name CONSTR_OF_PDF_simPdf_FOR_OBS_channelCat:obs_x_channel1 with 6 entries
[#1] INFO:Minization --  Including the following contraint terms in minimization: (lumiConstraint,alpha_syst1Constraint,alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint)
[#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_simPdf_obsData_with_constr) Summation contains a RooNLLVar, using its error level
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
RooAbsTestStatistic::initSimMode: creating slave calculator #0 for state channel1 (2 dataset entries)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:Fitting -- RooAbsTestStatistic::initSimMode: created 1 slave calculators.
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:Minization --  The following expressions have been identified as constant and will be precalculated and cached: (signal_channel1_nominal,background1_channel1_nominal,background2_channel1_nominal)
[#1] INFO:Minization --  The following expressions will be evaluated in cache-and-track mode: (mc_stat_channel1)
 **********
 ** 1842 **SET NOGRAD
 **********
 PARAMETER DEFINITIONS:
    NO.   NAME         VALUE      STEP SIZE      LIMITS
     1 SigXsecOverSM   1.00000e+00  3.00000e-01    0.00000e+00  3.00000e+00
     2 alpha_syst2   0.00000e+00  1.00000e+00   -5.00000e+00  5.00000e+00
     3 alpha_syst3   0.00000e+00  1.00000e+00   -5.00000e+00  5.00000e+00
     4 gamma_stat_channel1_bin_0   1.00000e+00  1.25000e-01    0.00000e+00  1.25000e+00
     5 gamma_stat_channel1_bin_1   1.00000e+00  1.50000e-01    0.00000e+00  1.50000e+00
 **********
 ** 1843 **SET ERR         0.5
 **********
 **********
 ** 1844 **SET PRINT           1
 **********
 **********
 ** 1845 **SET STR           1
 **********
 NOW USING STRATEGY  1: TRY TO BALANCE SPEED AGAINST RELIABILITY
 **********
 ** 1846 **MIGRAD        2500           1
 **********
 FIRST CALL TO USER FUNCTION AT NEW START POINT, WITH IFLAG=4.
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_0_constraint_Int[gamma_stat_channel1_bin_0]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_0)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_1_constraint_Int[gamma_stat_channel1_bin_1]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_1)
 START MIGRAD MINIMIZATION.  STRATEGY  1.  CONVERGENCE WHEN EDM .LT. 1.00e-03
 FCN=-1044.81 FROM MIGRAD    STATUS=INITIATE       16 CALLS          17 TOTAL
                     EDM= unknown      STRATEGY= 1      NO ERROR MATRIX       
  EXT PARAMETER               CURRENT GUESS       STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  SigXsecOverSM   1.00000e+00   3.00000e-01   2.14402e-01  -7.28473e-01
   2  alpha_syst2   0.00000e+00   1.00000e+00   2.01358e-01  -4.16836e-01
   3  alpha_syst3   0.00000e+00   1.00000e+00   2.01358e-01  -4.54731e-01
   4  gamma_stat_channel1_bin_0   1.00000e+00   1.25000e-01   2.57889e-01  -8.33599e-01
   5  gamma_stat_channel1_bin_1   1.00000e+00   1.50000e-01   2.14402e-01  -1.28585e+00
                               ERR DEF= 0.5
 MIGRAD MINIMIZATION HAS CONVERGED.
 MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=-1044.84 FROM MIGRAD    STATUS=CONVERGED      83 CALLS          84 TOTAL
                     EDM=3.27939e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                   STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  SigXsecOverSM   1.11502e+00   5.86100e-01   7.54848e-03   7.38706e-04
   2  alpha_syst2  -7.65551e-03   9.82184e-01   4.06870e-03   7.64609e-03
   3  alpha_syst3   1.30150e-02   9.47542e-01   4.03080e-03  -2.57984e-02
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93234e-02   2.03189e-03   1.64238e-02
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.00861e-02   2.30372e-03   1.15810e-02
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  5    ERR DEF=0.5
  3.641e-01 -2.108e-01 -7.712e-02 -1.052e-02 -1.544e-02 
 -2.108e-01  9.774e-01  4.466e-02 -1.168e-03  8.943e-03 
 -7.712e-02  4.466e-02  9.088e-01  2.228e-03 -1.792e-02 
 -1.052e-02 -1.168e-03  2.228e-03  2.441e-03  4.462e-04 
 -1.544e-02  8.943e-03 -1.792e-02  4.462e-04  6.441e-03 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4      5
        1  0.58365   1.000 -0.353 -0.134 -0.353 -0.319
        2  0.38745  -0.353  1.000  0.047 -0.024  0.113
        3  0.32155  -0.134  0.047  1.000  0.047 -0.234
        4  0.38693  -0.353 -0.024  0.047  1.000  0.113
        5  0.42409  -0.319  0.113 -0.234  0.113  1.000
 **********
 ** 1847 **SET ERR         0.5
 **********
 **********
 ** 1848 **SET PRINT           1
 **********
 **********
 ** 1849 **HESSE        2500
 **********
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=-1044.84 FROM HESSE     STATUS=OK             31 CALLS         115 TOTAL
                     EDM=3.2808e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                INTERNAL      INTERNAL  
  NO.   NAME      VALUE            ERROR       STEP SIZE       VALUE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01   1.50970e-03  -2.59558e-01
   2  alpha_syst2  -7.65551e-03   9.82481e-01   8.13739e-04  -1.53110e-03
   3  alpha_syst3   1.30150e-02   9.47601e-01   8.06160e-04   2.60300e-03
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02   4.06379e-04   6.42748e-01
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02   4.60745e-04   3.45220e-01
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  5    ERR DEF=0.5
  3.647e-01 -2.115e-01 -7.728e-02 -1.055e-02 -1.549e-02 
 -2.115e-01  9.780e-01  4.481e-02 -1.142e-03  8.985e-03 
 -7.728e-02  4.481e-02  9.089e-01  2.237e-03 -1.792e-02 
 -1.055e-02 -1.142e-03  2.237e-03  2.442e-03  4.485e-04 
 -1.549e-02  8.985e-03 -1.792e-02  4.485e-04  6.445e-03 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4      5
        1  0.58459   1.000 -0.354 -0.134 -0.354 -0.320
        2  0.38812  -0.354  1.000  0.048 -0.023  0.113
        3  0.32173  -0.134  0.048  1.000  0.047 -0.234
        4  0.38771  -0.354 -0.023  0.047  1.000  0.113
        5  0.42463  -0.320  0.113 -0.234  0.113  1.000
 **********
 ** 1850 **MINOS        2500           1
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     90 CALLS         205 TOTAL
                     EDM=3.2808e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65551e-03   9.82481e-01                            
   3  alpha_syst3   1.30150e-02   9.47601e-01                            
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02                            
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02  -7.85700e-02   8.20232e-02
                               ERR DEF= 0.5
 **********
 ** 1851 **MINOS        2500           2
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     73 CALLS         278 TOTAL
                     EDM=3.2808e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65551e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30150e-02   9.47601e-01                            
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02                            
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02  -7.85700e-02   8.20232e-02
                               ERR DEF= 0.5
 **********
 ** 1852 **MINOS        2500           3
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     55 CALLS         333 TOTAL
                     EDM=3.2808e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65551e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30150e-02   9.47601e-01  -9.47046e-01   9.60252e-01
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02                            
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02  -7.85700e-02   8.20232e-02
                               ERR DEF= 0.5
 **********
 ** 1853 **MINOS        2500           4
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     74 CALLS         407 TOTAL
                     EDM=3.2808e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65551e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30150e-02   9.47601e-01  -9.47046e-01   9.60252e-01
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02  -4.86933e-02   5.01526e-02
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02  -7.85700e-02   8.20232e-02
                               ERR DEF= 0.5
 **********
 ** 1854 **MINOS        2500           5
 **********
 FCN=-1044.84 FROM MINOS     STATUS=SUCCESSFUL     74 CALLS         481 TOTAL
                     EDM=3.2808e-05    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                  PARABOLIC         MINOS ERRORS        
  NO.   NAME      VALUE            ERROR      NEGATIVE      POSITIVE   
   1  SigXsecOverSM   1.11502e+00   5.86553e-01  -5.96829e-01   6.11590e-01
   2  alpha_syst2  -7.65551e-03   9.82481e-01  -9.90051e-01   9.87631e-01
   3  alpha_syst3   1.30150e-02   9.47601e-01  -9.47046e-01   9.60252e-01
   4  gamma_stat_channel1_bin_0   9.99623e-01   4.93408e-02  -4.86933e-02   5.01526e-02
   5  gamma_stat_channel1_bin_1   1.00380e+00   8.01088e-02  -7.85700e-02   8.20232e-02
                               ERR DEF= 0.5
[#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
printing results for SigXsecOverSM at 1.11502 high -0.596829 low 0.61159
[#1] INFO:Minization -- p.d.f. provides expected number of events, including extended term in likelihood.
[#1] INFO:Minization -- createNLL picked up cached consraints from workspace with 6 entries
[#1] INFO:Minization --  Including the following contraint terms in minimization: (lumiConstraint,alpha_syst1Constraint,alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint)
RooAbsTestStatistic::initSimMode: creating slave calculator #0 for state channel1 (2 dataset entries)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:Fitting -- RooAbsTestStatistic::initSimMode: created 1 slave calculators.
[#1] INFO:NumericIntegration -- RooRealIntegral::init(channel1_model_Int[obs_x_channel1]) using numeric integrator RooBinIntegrator to calculate Int(obs_x_channel1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(lumiConstraint_Int[Lumi,nominalLumi]) using numeric integrator RooIntegrator1D to calculate Int(nominalLumi)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst1Constraint_Int[alpha_syst1,nom_alpha_syst1]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst1)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst2Constraint_Int[alpha_syst2,nom_alpha_syst2]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst2)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(alpha_syst3Constraint_Int[alpha_syst3,nom_alpha_syst3]) using numeric integrator RooIntegrator1D to calculate Int(nom_alpha_syst3)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_0_constraint_Int[gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_0]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_0)
[#1] INFO:NumericIntegration -- RooRealIntegral::init(gamma_stat_channel1_bin_1_constraint_Int[gamma_stat_channel1_bin_1,nom_gamma_stat_channel1_bin_1]) using numeric integrator RooIntegrator1D to calculate Int(gamma_stat_channel1_bin_1)
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_simPdf_obsData_with_constr_Profile[SigXsecOverSM]) Creating instance of MINUIT
[#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_simPdf_obsData_with_constr) Summation contains a RooNLLVar, using its error level
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_simPdf_obsData_with_constr_Profile[SigXsecOverSM]) determining minimum likelihood for current configurations w.r.t all observable
RooAbsTestStatistic::initSim...
The rest of the test output was removed since it exceeds the threshold of 64000 bytes.