Execution Time492.65s

Test: rootbench-RoofitBinnedBenchmark (Passed)
Build: master-x86_64-centos7-clang100-opt-no-rt-cxxmodules (olsnba08.cern.ch) on 2019-11-14 01:39:53
Repository revision: 32b17abcda23e44b64218a42d0ca69cb30cda7e0

Test Timing: Passed
Processors1

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Test output
[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

Run on (48 X 3200 MHz CPU s)
2019-11-14 03:15:07
in build binned test with outputworkspace.root
in channel 0nuisance +/- [0.108069,0.0919307]
in channel 0nuisance +/- [0.113085,0.0869155]
in channel 0nuisance +/- [0.130196,0.0698042]
in channel 0nuisance +/- [0.196568,0.00343223]


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
background_Region0 has no variation histograms 
processing hist Background
Sample: background to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: background
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist Signal
Sample: signal to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: signal
Warning: Sum of histograms for bin: 1 is <= 0.  Setting error to 0
Making Total Uncertainty for bin 2 Error = 3.60555 Val = 13 RelativeError = 0.27735
Making Total Uncertainty for bin 3 Error = 3.74166 Val = 14 RelativeError = 0.267261
Making Total Uncertainty for bin 4 Error = 3.87298 Val = 15 RelativeError = 0.258199
Making Total Uncertainty for bin 5 Error = 4 Val = 16 RelativeError = 0.25
Making Total Uncertainty for bin 6 Error = 4.12311 Val = 17 RelativeError = 0.242536
Making Total Uncertainty for bin 7 Error = 4.24264 Val = 18 RelativeError = 0.235702
Making Total Uncertainty for bin 8 Error = 4.3589 Val = 19 RelativeError = 0.229416
Making Total Uncertainty for bin 9 Error = 4.47214 Val = 20 RelativeError = 0.223607
Making Total Uncertainty for bin 10 Error = 4.58258 Val = 21 RelativeError = 0.218218
About to create Constraint Terms from: mc_stat_Region0 params: (gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9)
Using Gaussian StatErrors in channel: Region0
Creating constraint for: gamma_stat_Region0_bin_0. Type of constraint: 0
Not creating constraint term for gamma_stat_Region0_bin_0 because sigma = 0 (sigma<=0) (TH1 bin number = 1)
Creating constraint for: gamma_stat_Region0_bin_1. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_2. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_3. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_4. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_5. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_6. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_7. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_8. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_9. Type of constraint: 0
-----------------------------------------
import model into workspace
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 9 entries (153 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_norm_uncertainty_0,alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1,alpha_norm_uncertainty_1_channel_0,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_0,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_background_Region0_overallSyst_x_StatUncert + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_StatUncert ] = 21/153
RooGaussian::alpha_norm_uncertainty_0Constraint[ x=alpha_norm_uncertainty_0 mean=nom_alpha_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_0_channel_0Constraint[ x=alpha_norm_uncertainty_0_channel_0 mean=nom_alpha_norm_uncertainty_0_channel_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1Constraint[ x=alpha_norm_uncertainty_1 mean=nom_alpha_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1_channel_0Constraint[ x=alpha_norm_uncertainty_1_channel_0 mean=nom_alpha_norm_uncertainty_1_channel_0 sigma=1 ] = 1
RooGaussian::gamma_stat_Region0_bin_1_constraint[ x=nom_gamma_stat_Region0_bin_1 mean=gamma_stat_Region0_bin_1 sigma=gamma_stat_Region0_bin_1_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_2_constraint[ x=nom_gamma_stat_Region0_bin_2 mean=gamma_stat_Region0_bin_2 sigma=gamma_stat_Region0_bin_2_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_3_constraint[ x=nom_gamma_stat_Region0_bin_3 mean=gamma_stat_Region0_bin_3 sigma=gamma_stat_Region0_bin_3_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_4_constraint[ x=nom_gamma_stat_Region0_bin_4 mean=gamma_stat_Region0_bin_4 sigma=gamma_stat_Region0_bin_4_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_5_constraint[ x=nom_gamma_stat_Region0_bin_5 mean=gamma_stat_Region0_bin_5 sigma=gamma_stat_Region0_bin_5_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_6_constraint[ x=nom_gamma_stat_Region0_bin_6 mean=gamma_stat_Region0_bin_6 sigma=gamma_stat_Region0_bin_6_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_7_constraint[ x=nom_gamma_stat_Region0_bin_7 mean=gamma_stat_Region0_bin_7 sigma=gamma_stat_Region0_bin_7_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_8_constraint[ x=nom_gamma_stat_Region0_bin_8 mean=gamma_stat_Region0_bin_8 sigma=gamma_stat_Region0_bin_8_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_9_constraint[ x=nom_gamma_stat_Region0_bin_9 mean=gamma_stat_Region0_bin_9 sigma=gamma_stat_Region0_bin_9_sigma ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_norm_uncertainty_0_channel_0Constraint * alpha_norm_uncertainty_1_channel_0Constraint * alpha_norm_uncertainty_0Constraint * alpha_norm_uncertainty_1Constraint * gamma_stat_Region0_bin_1_constraint * gamma_stat_Region0_bin_2_constraint * gamma_stat_Region0_bin_3_constraint * gamma_stat_Region0_bin_4_constraint * gamma_stat_Region0_bin_5_constraint * gamma_stat_Region0_bin_6_constraint * gamma_stat_Region0_bin_7_constraint * gamma_stat_Region0_bin_8_constraint * gamma_stat_Region0_bin_9_constraint * Region0_model(obs_x_Region0) ] = 21

functions
--------
RooProduct::L_x_background_Region0_overallSyst_x_StatUncert[ 1 * background_Region0_overallSyst_x_StatUncert ] = 11
RooProduct::L_x_signal_Region0_overallSyst_x_StatUncert[ 1 * signal_Region0_overallSyst_x_StatUncert ] = 10
RooStats::HistFactory::FlexibleInterpVar::background_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1_channel_0) ] = 1
RooHistFunc::background_Region0_nominal[ depList=(obs_x_Region0) ] = 11
RooProduct::background_Region0_overallSyst_x_Exp[ background_Region0_nominal * background_Region0_epsilon ] = 11
RooProduct::background_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * background_Region0_overallSyst_x_Exp ] = 11
ParamHistFunc::mc_stat_Region0[ ] = 1
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0,alpha_norm_uncertainty_1) ] = 1
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 10
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_Exp[ signal_Region0_nominal * signal_Region0_overallNorm_x_sigma_epsilon ] = 10
RooProduct::signal_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * signal_Region0_overallSyst_x_Exp ] = 10

datasets
--------
RooDataSet::asimovData(obs_x_Region0)
RooDataSet::obsData(obs_x_Region0)

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::background_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_norm_uncertainty_0_channel_0Constraint,alpha_norm_uncertainty_1_channel_0Constraint,alpha_norm_uncertainty_0Constraint,alpha_norm_uncertainty_1Constraint,gamma_stat_Region0_bin_1_constraint,gamma_stat_Region0_bin_2_constraint,gamma_stat_Region0_bin_3_constraint,gamma_stat_Region0_bin_4_constraint,gamma_stat_Region0_bin_5_constraint,gamma_stat_Region0_bin_6_constraint,gamma_stat_Region0_bin_7_constraint,gamma_stat_Region0_bin_8_constraint,gamma_stat_Region0_bin_9_constraint)
globalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_background_Region0_overallSyst_x_StatUncert,L_x_signal_Region0_overallSyst_x_StatUncert)

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

Setting Parameter(s) of Interest as: SignalStrength 
component Region0_model is a binned likelihood
Workspace for tests was created!
------------------------------------------------------------------------------------------------------
Benchmark                                                               Time           CPU Iterations
------------------------------------------------------------------------------------------------------
BM_RooFit_BinnedTestMigrad_NChannel/1/1/iterations:1/real_time      39028 us      39022 us          1
in build binned test with outputworkspace.root
in channel 0nuisance +/- [0.187726,0.012274]
in channel 0nuisance +/- [0.134334,0.0656657]
in channel 0nuisance +/- [0.102772,0.0972282]
in channel 0nuisance +/- [0.155279,0.0447206]


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
background_Region0 has no variation histograms 
processing hist Background
Sample: background to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: background
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist Signal
Sample: signal to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: signal
Warning: Sum of histograms for bin: 1 is <= 0.  Setting error to 0
Making Total Uncertainty for bin 2 Error = 3.60555 Val = 13 RelativeError = 0.27735
Making Total Uncertainty for bin 3 Error = 3.74166 Val = 14 RelativeError = 0.267261
Making Total Uncertainty for bin 4 Error = 3.87298 Val = 15 RelativeError = 0.258199
Making Total Uncertainty for bin 5 Error = 4 Val = 16 RelativeError = 0.25
Making Total Uncertainty for bin 6 Error = 4.12311 Val = 17 RelativeError = 0.242536
Making Total Uncertainty for bin 7 Error = 4.24264 Val = 18 RelativeError = 0.235702
Making Total Uncertainty for bin 8 Error = 4.3589 Val = 19 RelativeError = 0.229416
Making Total Uncertainty for bin 9 Error = 4.47214 Val = 20 RelativeError = 0.223607
Making Total Uncertainty for bin 10 Error = 4.58258 Val = 21 RelativeError = 0.218218
About to create Constraint Terms from: mc_stat_Region0 params: (gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9)
Using Gaussian StatErrors in channel: Region0
Creating constraint for: gamma_stat_Region0_bin_0. Type of constraint: 0
Not creating constraint term for gamma_stat_Region0_bin_0 because sigma = 0 (sigma<=0) (TH1 bin number = 1)
Creating constraint for: gamma_stat_Region0_bin_1. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_2. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_3. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_4. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_5. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_6. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_7. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_8. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_9. Type of constraint: 0
-----------------------------------------
import model into workspace
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 9 entries (153 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_norm_uncertainty_0,alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1,alpha_norm_uncertainty_1_channel_0,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_0,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_background_Region0_overallSyst_x_StatUncert + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_StatUncert ] = 21/153
RooGaussian::alpha_norm_uncertainty_0Constraint[ x=alpha_norm_uncertainty_0 mean=nom_alpha_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_0_channel_0Constraint[ x=alpha_norm_uncertainty_0_channel_0 mean=nom_alpha_norm_uncertainty_0_channel_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1Constraint[ x=alpha_norm_uncertainty_1 mean=nom_alpha_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1_channel_0Constraint[ x=alpha_norm_uncertainty_1_channel_0 mean=nom_alpha_norm_uncertainty_1_channel_0 sigma=1 ] = 1
RooGaussian::gamma_stat_Region0_bin_1_constraint[ x=nom_gamma_stat_Region0_bin_1 mean=gamma_stat_Region0_bin_1 sigma=gamma_stat_Region0_bin_1_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_2_constraint[ x=nom_gamma_stat_Region0_bin_2 mean=gamma_stat_Region0_bin_2 sigma=gamma_stat_Region0_bin_2_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_3_constraint[ x=nom_gamma_stat_Region0_bin_3 mean=gamma_stat_Region0_bin_3 sigma=gamma_stat_Region0_bin_3_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_4_constraint[ x=nom_gamma_stat_Region0_bin_4 mean=gamma_stat_Region0_bin_4 sigma=gamma_stat_Region0_bin_4_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_5_constraint[ x=nom_gamma_stat_Region0_bin_5 mean=gamma_stat_Region0_bin_5 sigma=gamma_stat_Region0_bin_5_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_6_constraint[ x=nom_gamma_stat_Region0_bin_6 mean=gamma_stat_Region0_bin_6 sigma=gamma_stat_Region0_bin_6_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_7_constraint[ x=nom_gamma_stat_Region0_bin_7 mean=gamma_stat_Region0_bin_7 sigma=gamma_stat_Region0_bin_7_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_8_constraint[ x=nom_gamma_stat_Region0_bin_8 mean=gamma_stat_Region0_bin_8 sigma=gamma_stat_Region0_bin_8_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_9_constraint[ x=nom_gamma_stat_Region0_bin_9 mean=gamma_stat_Region0_bin_9 sigma=gamma_stat_Region0_bin_9_sigma ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_norm_uncertainty_0_channel_0Constraint * alpha_norm_uncertainty_1_channel_0Constraint * alpha_norm_uncertainty_0Constraint * alpha_norm_uncertainty_1Constraint * gamma_stat_Region0_bin_1_constraint * gamma_stat_Region0_bin_2_constraint * gamma_stat_Region0_bin_3_constraint * gamma_stat_Region0_bin_4_constraint * gamma_stat_Region0_bin_5_constraint * gamma_stat_Region0_bin_6_constraint * gamma_stat_Region0_bin_7_constraint * gamma_stat_Region0_bin_8_constraint * gamma_stat_Region0_bin_9_constraint * Region0_model(obs_x_Region0) ] = 21

functions
--------
RooProduct::L_x_background_Region0_overallSyst_x_StatUncert[ 1 * background_Region0_overallSyst_x_StatUncert ] = 11
RooProduct::L_x_signal_Region0_overallSyst_x_StatUncert[ 1 * signal_Region0_overallSyst_x_StatUncert ] = 10
RooStats::HistFactory::FlexibleInterpVar::background_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1_channel_0) ] = 1
RooHistFunc::background_Region0_nominal[ depList=(obs_x_Region0) ] = 11
RooProduct::background_Region0_overallSyst_x_Exp[ background_Region0_nominal * background_Region0_epsilon ] = 11
RooProduct::background_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * background_Region0_overallSyst_x_Exp ] = 11
ParamHistFunc::mc_stat_Region0[ ] = 1
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0,alpha_norm_uncertainty_1) ] = 1
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 10
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_Exp[ signal_Region0_nominal * signal_Region0_overallNorm_x_sigma_epsilon ] = 10
RooProduct::signal_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * signal_Region0_overallSyst_x_Exp ] = 10

datasets
--------
RooDataSet::asimovData(obs_x_Region0)
RooDataSet::obsData(obs_x_Region0)

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::background_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_norm_uncertainty_0_channel_0Constraint,alpha_norm_uncertainty_1_channel_0Constraint,alpha_norm_uncertainty_0Constraint,alpha_norm_uncertainty_1Constraint,gamma_stat_Region0_bin_1_constraint,gamma_stat_Region0_bin_2_constraint,gamma_stat_Region0_bin_3_constraint,gamma_stat_Region0_bin_4_constraint,gamma_stat_Region0_bin_5_constraint,gamma_stat_Region0_bin_6_constraint,gamma_stat_Region0_bin_7_constraint,gamma_stat_Region0_bin_8_constraint,gamma_stat_Region0_bin_9_constraint)
globalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_background_Region0_overallSyst_x_StatUncert,L_x_signal_Region0_overallSyst_x_StatUncert)

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

Setting Parameter(s) of Interest as: SignalStrength 
component Region0_model is a binned likelihood
Workspace for tests was created!
BM_RooFit_BinnedTestMigrad_NChannel/1/2/iterations:1/real_time      28326 us      20329 us          1
in build binned test with outputworkspace.root
in channel 0nuisance +/- [0.120009,0.0799907]
in channel 0nuisance +/- [0.141839,0.0581614]
in channel 0nuisance +/- [0.193462,0.00653792]
in channel 0nuisance +/- [0.14597,0.0540303]


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
background_Region0 has no variation histograms 
processing hist Background
Sample: background to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: background
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist Signal
Sample: signal to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: signal
Warning: Sum of histograms for bin: 1 is <= 0.  Setting error to 0
Making Total Uncertainty for bin 2 Error = 3.60555 Val = 13 RelativeError = 0.27735
Making Total Uncertainty for bin 3 Error = 3.74166 Val = 14 RelativeError = 0.267261
Making Total Uncertainty for bin 4 Error = 3.87298 Val = 15 RelativeError = 0.258199
Making Total Uncertainty for bin 5 Error = 4 Val = 16 RelativeError = 0.25
Making Total Uncertainty for bin 6 Error = 4.12311 Val = 17 RelativeError = 0.242536
Making Total Uncertainty for bin 7 Error = 4.24264 Val = 18 RelativeError = 0.235702
Making Total Uncertainty for bin 8 Error = 4.3589 Val = 19 RelativeError = 0.229416
Making Total Uncertainty for bin 9 Error = 4.47214 Val = 20 RelativeError = 0.223607
Making Total Uncertainty for bin 10 Error = 4.58258 Val = 21 RelativeError = 0.218218
About to create Constraint Terms from: mc_stat_Region0 params: (gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9)
Using Gaussian StatErrors in channel: Region0
Creating constraint for: gamma_stat_Region0_bin_0. Type of constraint: 0
Not creating constraint term for gamma_stat_Region0_bin_0 because sigma = 0 (sigma<=0) (TH1 bin number = 1)
Creating constraint for: gamma_stat_Region0_bin_1. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_2. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_3. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_4. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_5. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_6. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_7. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_8. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_9. Type of constraint: 0
-----------------------------------------
import model into workspace
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 9 entries (153 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_norm_uncertainty_0,alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1,alpha_norm_uncertainty_1_channel_0,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_0,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_background_Region0_overallSyst_x_StatUncert + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_StatUncert ] = 21/153
RooGaussian::alpha_norm_uncertainty_0Constraint[ x=alpha_norm_uncertainty_0 mean=nom_alpha_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_0_channel_0Constraint[ x=alpha_norm_uncertainty_0_channel_0 mean=nom_alpha_norm_uncertainty_0_channel_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1Constraint[ x=alpha_norm_uncertainty_1 mean=nom_alpha_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1_channel_0Constraint[ x=alpha_norm_uncertainty_1_channel_0 mean=nom_alpha_norm_uncertainty_1_channel_0 sigma=1 ] = 1
RooGaussian::gamma_stat_Region0_bin_1_constraint[ x=nom_gamma_stat_Region0_bin_1 mean=gamma_stat_Region0_bin_1 sigma=gamma_stat_Region0_bin_1_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_2_constraint[ x=nom_gamma_stat_Region0_bin_2 mean=gamma_stat_Region0_bin_2 sigma=gamma_stat_Region0_bin_2_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_3_constraint[ x=nom_gamma_stat_Region0_bin_3 mean=gamma_stat_Region0_bin_3 sigma=gamma_stat_Region0_bin_3_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_4_constraint[ x=nom_gamma_stat_Region0_bin_4 mean=gamma_stat_Region0_bin_4 sigma=gamma_stat_Region0_bin_4_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_5_constraint[ x=nom_gamma_stat_Region0_bin_5 mean=gamma_stat_Region0_bin_5 sigma=gamma_stat_Region0_bin_5_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_6_constraint[ x=nom_gamma_stat_Region0_bin_6 mean=gamma_stat_Region0_bin_6 sigma=gamma_stat_Region0_bin_6_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_7_constraint[ x=nom_gamma_stat_Region0_bin_7 mean=gamma_stat_Region0_bin_7 sigma=gamma_stat_Region0_bin_7_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_8_constraint[ x=nom_gamma_stat_Region0_bin_8 mean=gamma_stat_Region0_bin_8 sigma=gamma_stat_Region0_bin_8_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_9_constraint[ x=nom_gamma_stat_Region0_bin_9 mean=gamma_stat_Region0_bin_9 sigma=gamma_stat_Region0_bin_9_sigma ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_norm_uncertainty_0_channel_0Constraint * alpha_norm_uncertainty_1_channel_0Constraint * alpha_norm_uncertainty_0Constraint * alpha_norm_uncertainty_1Constraint * gamma_stat_Region0_bin_1_constraint * gamma_stat_Region0_bin_2_constraint * gamma_stat_Region0_bin_3_constraint * gamma_stat_Region0_bin_4_constraint * gamma_stat_Region0_bin_5_constraint * gamma_stat_Region0_bin_6_constraint * gamma_stat_Region0_bin_7_constraint * gamma_stat_Region0_bin_8_constraint * gamma_stat_Region0_bin_9_constraint * Region0_model(obs_x_Region0) ] = 21

functions
--------
RooProduct::L_x_background_Region0_overallSyst_x_StatUncert[ 1 * background_Region0_overallSyst_x_StatUncert ] = 11
RooProduct::L_x_signal_Region0_overallSyst_x_StatUncert[ 1 * signal_Region0_overallSyst_x_StatUncert ] = 10
RooStats::HistFactory::FlexibleInterpVar::background_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1_channel_0) ] = 1
RooHistFunc::background_Region0_nominal[ depList=(obs_x_Region0) ] = 11
RooProduct::background_Region0_overallSyst_x_Exp[ background_Region0_nominal * background_Region0_epsilon ] = 11
RooProduct::background_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * background_Region0_overallSyst_x_Exp ] = 11
ParamHistFunc::mc_stat_Region0[ ] = 1
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0,alpha_norm_uncertainty_1) ] = 1
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 10
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_Exp[ signal_Region0_nominal * signal_Region0_overallNorm_x_sigma_epsilon ] = 10
RooProduct::signal_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * signal_Region0_overallSyst_x_Exp ] = 10

datasets
--------
RooDataSet::asimovData(obs_x_Region0)
RooDataSet::obsData(obs_x_Region0)

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::background_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_norm_uncertainty_0_channel_0Constraint,alpha_norm_uncertainty_1_channel_0Constraint,alpha_norm_uncertainty_0Constraint,alpha_norm_uncertainty_1Constraint,gamma_stat_Region0_bin_1_constraint,gamma_stat_Region0_bin_2_constraint,gamma_stat_Region0_bin_3_constraint,gamma_stat_Region0_bin_4_constraint,gamma_stat_Region0_bin_5_constraint,gamma_stat_Region0_bin_6_constraint,gamma_stat_Region0_bin_7_constraint,gamma_stat_Region0_bin_8_constraint,gamma_stat_Region0_bin_9_constraint)
globalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_background_Region0_overallSyst_x_StatUncert,L_x_signal_Region0_overallSyst_x_StatUncert)

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

Setting Parameter(s) of Interest as: SignalStrength 
component Region0_model is a binned likelihood
Workspace for tests was created!
BM_RooFit_BinnedTestMigrad_NChannel/1/3/iterations:1/real_time      45441 us      30372 us          1
in build binned test with outputworkspace.root
in channel 0nuisance +/- [0.1413,0.0586995]
in channel 0nuisance +/- [0.149265,0.0507346]
in channel 0nuisance +/- [0.17316,0.0268397]
in channel 0nuisance +/- [0.139532,0.0604678]
Warning in <TFile::Append>: Replacing existing TH1: Signal (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Signal (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Background (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Background (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Data (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Data (Potential memory leak).
in channel 1nuisance +/- [0.129517,0.0704829]
in channel 1nuisance +/- [0.162261,0.0377389]
in channel 1nuisance +/- [0.144563,0.0554371]
in channel 1nuisance +/- [0.124799,0.0752008]


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
background_Region0 has no variation histograms 
processing hist Background
Sample: background to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: background
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist Signal
Sample: signal to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: signal
Warning: Sum of histograms for bin: 1 is <= 0.  Setting error to 0
Making Total Uncertainty for bin 2 Error = 3.60555 Val = 13 RelativeError = 0.27735
Making Total Uncertainty for bin 3 Error = 3.74166 Val = 14 RelativeError = 0.267261
Making Total Uncertainty for bin 4 Error = 3.87298 Val = 15 RelativeError = 0.258199
Making Total Uncertainty for bin 5 Error = 4 Val = 16 RelativeError = 0.25
Making Total Uncertainty for bin 6 Error = 4.12311 Val = 17 RelativeError = 0.242536
Making Total Uncertainty for bin 7 Error = 4.24264 Val = 18 RelativeError = 0.235702
Making Total Uncertainty for bin 8 Error = 4.3589 Val = 19 RelativeError = 0.229416
Making Total Uncertainty for bin 9 Error = 4.47214 Val = 20 RelativeError = 0.223607
Making Total Uncertainty for bin 10 Error = 4.58258 Val = 21 RelativeError = 0.218218
About to create Constraint Terms from: mc_stat_Region0 params: (gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9)
Using Gaussian StatErrors in channel: Region0
Creating constraint for: gamma_stat_Region0_bin_0. Type of constraint: 0
Not creating constraint term for gamma_stat_Region0_bin_0 because sigma = 0 (sigma<=0) (TH1 bin number = 1)
Creating constraint for: gamma_stat_Region0_bin_1. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_2. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_3. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_4. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_5. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_6. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_7. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_8. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_9. Type of constraint: 0
-----------------------------------------
import model into workspace
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 9 entries (153 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_norm_uncertainty_0,alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1,alpha_norm_uncertainty_1_channel_0,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_0,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_background_Region0_overallSyst_x_StatUncert + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_StatUncert ] = 21/153
RooGaussian::alpha_norm_uncertainty_0Constraint[ x=alpha_norm_uncertainty_0 mean=nom_alpha_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_0_channel_0Constraint[ x=alpha_norm_uncertainty_0_channel_0 mean=nom_alpha_norm_uncertainty_0_channel_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1Constraint[ x=alpha_norm_uncertainty_1 mean=nom_alpha_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1_channel_0Constraint[ x=alpha_norm_uncertainty_1_channel_0 mean=nom_alpha_norm_uncertainty_1_channel_0 sigma=1 ] = 1
RooGaussian::gamma_stat_Region0_bin_1_constraint[ x=nom_gamma_stat_Region0_bin_1 mean=gamma_stat_Region0_bin_1 sigma=gamma_stat_Region0_bin_1_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_2_constraint[ x=nom_gamma_stat_Region0_bin_2 mean=gamma_stat_Region0_bin_2 sigma=gamma_stat_Region0_bin_2_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_3_constraint[ x=nom_gamma_stat_Region0_bin_3 mean=gamma_stat_Region0_bin_3 sigma=gamma_stat_Region0_bin_3_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_4_constraint[ x=nom_gamma_stat_Region0_bin_4 mean=gamma_stat_Region0_bin_4 sigma=gamma_stat_Region0_bin_4_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_5_constraint[ x=nom_gamma_stat_Region0_bin_5 mean=gamma_stat_Region0_bin_5 sigma=gamma_stat_Region0_bin_5_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_6_constraint[ x=nom_gamma_stat_Region0_bin_6 mean=gamma_stat_Region0_bin_6 sigma=gamma_stat_Region0_bin_6_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_7_constraint[ x=nom_gamma_stat_Region0_bin_7 mean=gamma_stat_Region0_bin_7 sigma=gamma_stat_Region0_bin_7_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_8_constraint[ x=nom_gamma_stat_Region0_bin_8 mean=gamma_stat_Region0_bin_8 sigma=gamma_stat_Region0_bin_8_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_9_constraint[ x=nom_gamma_stat_Region0_bin_9 mean=gamma_stat_Region0_bin_9 sigma=gamma_stat_Region0_bin_9_sigma ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_norm_uncertainty_0_channel_0Constraint * alpha_norm_uncertainty_1_channel_0Constraint * alpha_norm_uncertainty_0Constraint * alpha_norm_uncertainty_1Constraint * gamma_stat_Region0_bin_1_constraint * gamma_stat_Region0_bin_2_constraint * gamma_stat_Region0_bin_3_constraint * gamma_stat_Region0_bin_4_constraint * gamma_stat_Region0_bin_5_constraint * gamma_stat_Region0_bin_6_constraint * gamma_stat_Region0_bin_7_constraint * gamma_stat_Region0_bin_8_constraint * gamma_stat_Region0_bin_9_constraint * Region0_model(obs_x_Region0) ] = 21

functions
--------
RooProduct::L_x_background_Region0_overallSyst_x_StatUncert[ 1 * background_Region0_overallSyst_x_StatUncert ] = 11
RooProduct::L_x_signal_Region0_overallSyst_x_StatUncert[ 1 * signal_Region0_overallSyst_x_StatUncert ] = 10
RooStats::HistFactory::FlexibleInterpVar::background_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1_channel_0) ] = 1
RooHistFunc::background_Region0_nominal[ depList=(obs_x_Region0) ] = 11
RooProduct::background_Region0_overallSyst_x_Exp[ background_Region0_nominal * background_Region0_epsilon ] = 11
RooProduct::background_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * background_Region0_overallSyst_x_Exp ] = 11
ParamHistFunc::mc_stat_Region0[ ] = 1
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_norm_uncertainty_0,alpha_norm_uncertainty_1) ] = 1
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 10
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_Exp[ signal_Region0_nominal * signal_Region0_overallNorm_x_sigma_epsilon ] = 10
RooProduct::signal_Region0_overallSyst_x_StatUncert[ mc_stat_Region0 * signal_Region0_overallSyst_x_Exp ] = 10

datasets
--------
RooDataSet::asimovData(obs_x_Region0)
RooDataSet::obsData(obs_x_Region0)

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::background_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_norm_uncertainty_0_channel_0Constraint,alpha_norm_uncertainty_1_channel_0Constraint,alpha_norm_uncertainty_0Constraint,alpha_norm_uncertainty_1Constraint,gamma_stat_Region0_bin_1_constraint,gamma_stat_Region0_bin_2_constraint,gamma_stat_Region0_bin_3_constraint,gamma_stat_Region0_bin_4_constraint,gamma_stat_Region0_bin_5_constraint,gamma_stat_Region0_bin_6_constraint,gamma_stat_Region0_bin_7_constraint,gamma_stat_Region0_bin_8_constraint,gamma_stat_Region0_bin_9_constraint)
globalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_background_Region0_overallSyst_x_StatUncert,L_x_signal_Region0_overallSyst_x_StatUncert)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region1 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
background_Region1 has no variation histograms 
processing hist Background
Sample: background to be included in Stat Error for channel Region1
Making Statistical Uncertainty Hist for  Channel: Region1 Sample: background
making normFactor: SignalStrength
signal_Region1 has no variation histograms 
processing hist Signal
Sample: signal to be included in Stat Error for channel Region1
Making Statistical Uncertainty Hist for  Channel: Region1 Sample: signal
Warning: Sum of histograms for bin: 1 is <= 0.  Setting error to 0
Making Total Uncertainty for bin 2 Error = 3.60555 Val = 13 RelativeError = 0.27735
Making Total Uncertainty for bin 3 Error = 3.74166 Val = 14 RelativeError = 0.267261
Making Total Uncertainty for bin 4 Error = 3.87298 Val = 15 RelativeError = 0.258199
Making Total Uncertainty for bin 5 Error = 4 Val = 16 RelativeError = 0.25
Making Total Uncertainty for bin 6 Error = 4.12311 Val = 17 RelativeError = 0.242536
Making Total Uncertainty for bin 7 Error = 4.24264 Val = 18 RelativeError = 0.235702
Making Total Uncertainty for bin 8 Error = 4.3589 Val = 19 RelativeError = 0.229416
Making Total Uncertainty for bin 9 Error = 4.47214 Val = 20 RelativeError = 0.223607
Making Total Uncertainty for bin 10 Error = 4.58258 Val = 21 RelativeError = 0.218218
About to create Constraint Terms from: mc_stat_Region1 params: (gamma_stat_Region1_bin_0,gamma_stat_Region1_bin_1,gamma_stat_Region1_bin_2,gamma_stat_Region1_bin_3,gamma_stat_Region1_bin_4,gamma_stat_Region1_bin_5,gamma_stat_Region1_bin_6,gamma_stat_Region1_bin_7,gamma_stat_Region1_bin_8,gamma_stat_Region1_bin_9)
Using Gaussian StatErrors in channel: Region1
Creating constraint for: gamma_stat_Region1_bin_0. Type of constraint: 0
Not creating constraint term for gamma_stat_Region1_bin_0 because sigma = 0 (sigma<=0) (TH1 bin number = 1)
Creating constraint for: gamma_stat_Region1_bin_1. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_2. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_3. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_4. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_5. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_6. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_7. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_8. Type of constraint: 0
Creating constraint for: gamma_stat_Region1_bin_9. Type of constraint: 0
-----------------------------------------
import model into workspace
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData[obs_x_Region1,weight:binWeightAsimov] = 9 entries (153 weighted)

RooWorkspace(Region1) Region1 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_norm_uncertainty_0,alpha_norm_uncertainty_0_channel_1,alpha_norm_uncertainty_1,alpha_norm_uncertainty_1_channel_1,binWidth_obs_x_Region1_0,binWidth_obs_x_Region1_1,gamma_stat_Region1_bin_0,gamma_stat_Region1_bin_1,gamma_stat_Region1_bin_2,gamma_stat_Region1_bin_3,gamma_stat_Region1_bin_4,gamma_stat_Region1_bin_5,gamma_stat_Region1_bin_6,gamma_stat_Region1_bin_7,gamma_stat_Region1_bin_8,gamma_stat_Region1_bin_9,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_1,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_1,nom_gamma_stat_Region1_bin_1,nom_gamma_stat_Region1_bin_2,nom_gamma_stat_Region1_bin_3,nom_gamma_stat_Region1_bin_4,nom_gamma_stat_Region1_bin_5,nom_gamma_stat_Region1_bin_6,nom_gamma_stat_Region1_bin_7,nom_gamma_stat_Region1_bin_8,nom_gamma_stat_Region1_bin_9,nominalLumi,obs_x_Region1,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region1_model[ binWidth_obs_x_Region1_0 * L_x_background_Region1_overallSyst_x_StatUncert + binWidth_obs_x_Region1_1 * L_x_signal_Region1_overallSyst_x_StatUncert ] = 21/153
RooGaussian::alpha_norm_uncertainty_0Constraint[ x=alpha_norm_uncertainty_0 mean=nom_alpha_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_0_channel_1Constraint[ x=alpha_norm_uncertainty_0_channel_1 mean=nom_alpha_norm_uncertainty_0_channel_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1Constraint[ x=alpha_norm_uncertainty_1 mean=nom_alpha_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1_channel_1Constraint[ x=alpha_norm_uncertainty_1_channel_1 mean=nom_alpha_norm_uncertainty_1_channel_1 sigma=1 ] = 1
RooGaussian::gamma_stat_Region1_bin_1_constraint[ x=nom_gamma_stat_Region1_bin_1 mean=gamma_stat_Region1_bin_1 sigma=gamma_stat_Region1_bin_1_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_2_constraint[ x=nom_gamma_stat_Region1_bin_2 mean=gamma_stat_Region1_bin_2 sigma=gamma_stat_Region1_bin_2_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_3_constraint[ x=nom_gamma_stat_Region1_bin_3 mean=gamma_stat_Region1_bin_3 sigma=gamma_stat_Region1_bin_3_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_4_constraint[ x=nom_gamma_stat_Region1_bin_4 mean=gamma_stat_Region1_bin_4 sigma=gamma_stat_Region1_bin_4_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_5_constraint[ x=nom_gamma_stat_Region1_bin_5 mean=gamma_stat_Region1_bin_5 sigma=gamma_stat_Region1_bin_5_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_6_constraint[ x=nom_gamma_stat_Region1_bin_6 mean=gamma_stat_Region1_bin_6 sigma=gamma_stat_Region1_bin_6_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_7_constraint[ x=nom_gamma_stat_Region1_bin_7 mean=gamma_stat_Region1_bin_7 sigma=gamma_stat_Region1_bin_7_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_8_constraint[ x=nom_gamma_stat_Region1_bin_8 mean=gamma_stat_Region1_bin_8 sigma=gamma_stat_Region1_bin_8_sigma ] = 1
RooGaussian::gamma_stat_Region1_bin_9_constraint[ x=nom_gamma_stat_Region1_bin_9 mean=gamma_stat_Region1_bin_9 sigma=gamma_stat_Region1_bin_9_sigma ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_Region1[ lumiConstraint * alpha_norm_uncertainty_0_channel_1Constraint * alpha_norm_uncertainty_1_channel_1Constraint * alpha_norm_uncertainty_0Constraint * alpha_norm_uncertainty_1Constraint * gamma_stat_Region1_bin_1_constraint * gamma_stat_Region1_bin_2_constraint * gamma_stat_Region1_bin_3_constraint * gamma_stat_Region1_bin_4_constraint * gamma_stat_Region1_bin_5_constraint * gamma_stat_Region1_bin_6_constraint * gamma_stat_Region1_bin_7_constraint * gamma_stat_Region1_bin_8_constraint * gamma_stat_Region1_bin_9_constraint * Region1_model(obs_x_Region1) ] = 21

functions
--------
RooProduct::L_x_background_Region1_overallSyst_x_StatUncert[ 1 * background_Region1_overallSyst_x_StatUncert ] = 11
RooProduct::L_x_signal_Region1_overallSyst_x_StatUncert[ 1 * signal_Region1_overallSyst_x_StatUncert ] = 10
RooStats::HistFactory::FlexibleInterpVar::background_Region1_epsilon[ paramList=(alpha_norm_uncertainty_0_channel_1,alpha_norm_uncertainty_1_channel_1) ] = 1
RooHistFunc::background_Region1_nominal[ depList=(obs_x_Region1) ] = 11
RooProduct::background_Region1_overallSyst_x_Exp[ background_Region1_nominal * background_Region1_epsilon ] = 11
RooProduct::background_Region1_overallSyst_x_StatUncert[ mc_stat_Region1 * background_Region1_overallSyst_x_Exp ] = 11
ParamHistFunc::mc_stat_Region1[ ] = 1
RooStats::HistFactory::FlexibleInterpVar::signal_Region1_epsilon[ paramList=(alpha_norm_uncertainty_0,alpha_norm_uncertainty_1) ] = 1
RooHistFunc::signal_Region1_nominal[ depList=(obs_x_Region1) ] = 10
RooProduct::signal_Region1_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region1_epsilon ] = 1
RooProduct::signal_Region1_overallSyst_x_Exp[ signal_Region1_nominal * signal_Region1_overallNorm_x_sigma_epsilon ] = 10
RooProduct::signal_Region1_overallSyst_x_StatUncert[ mc_stat_Region1 * signal_Region1_overallSyst_x_Exp ] = 10

datasets
--------
RooDataSet::asimovData(obs_x_Region1)
RooDataSet::obsData(obs_x_Region1)

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::background_Region1nominalDHist(obs_x_Region1)
RooDataHist::signal_Region1nominalDHist(obs_x_Region1)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_norm_uncertainty_0_channel_1,nom_alpha_norm_uncertainty_1_channel_1,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region1_bin_1,nom_gamma_stat_Region1_bin_2,nom_gamma_stat_Region1_bin_3,nom_gamma_stat_Region1_bin_4,nom_gamma_stat_Region1_bin_5,nom_gamma_stat_Region1_bin_6,nom_gamma_stat_Region1_bin_7,nom_gamma_stat_Region1_bin_8,nom_gamma_stat_Region1_bin_9)
ModelConfig_Observables:(obs_x_Region1)
coefList:(binWidth_obs_x_Region1_0,binWidth_obs_x_Region1_1)
constraintTerms:(lumiConstraint,alpha_norm_uncertainty_0_channel_1Constraint,alpha_norm_uncertainty_1_channel_1Constraint,alpha_norm_uncertainty_0Constraint,alpha_norm_uncertainty_1Constraint,gamma_stat_Region1_bin_1_constraint,gamma_stat_Region1_bin_2_constraint,gamma_stat_Region1_bin_3_constraint,gamma_stat_Region1_bin_4_constraint,gamma_stat_Region1_bin_5_constraint,gamma_stat_Region1_bin_6_constraint,gamma_stat_Region1_bin_7_constraint,gamma_stat_Region1_bin_8_constraint,gamma_stat_Region1_bin_9_constraint)
globalObservables:(nom_alpha_norm_uncertainty_0_channel_1,nom_alpha_norm_uncertainty_1_channel_1,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region1_bin_1,nom_gamma_stat_Region1_bin_2,nom_gamma_stat_Region1_bin_3,nom_gamma_stat_Region1_bin_4,nom_gamma_stat_Region1_bin_5,nom_gamma_stat_Region1_bin_6,nom_gamma_stat_Region1_bin_7,nom_gamma_stat_Region1_bin_8,nom_gamma_stat_Region1_bin_9)
likelihoodTerms:(Region1_model)
obsAndWeight:(weightVar,obs_x_Region1)
observables:(obs_x_Region1)
observablesSet:(obs_x_Region1)
shapeList:(L_x_background_Region1_overallSyst_x_StatUncert,L_x_signal_Region1_overallSyst_x_StatUncert)

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

Setting Parameter(s) of Interest as: SignalStrength 
full list of observables:
RooArgList:: = (obs_x_Region0,obs_x_Region1)


------------------
 Entering combination
-----------------------------------------
create toy data for Region0,Region1
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData0[obs_x_Region0,channelCat,weight:binWeightAsimov] = 9 entries (153 weighted)
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData1[obs_x_Region1,channelCat,weight:binWeightAsimov] = 9 entries (153 weighted)
Merging data for channel Region0
Merging data for channel Region1

RooWorkspace(combined) combined contents

variables
---------
(channelCat,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_0_channel_1,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_1_channel_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nom_gamma_stat_Region1_bin_1,nom_gamma_stat_Region1_bin_2,nom_gamma_stat_Region1_bin_3,nom_gamma_stat_Region1_bin_4,nom_gamma_stat_Region1_bin_5,nom_gamma_stat_Region1_bin_6,nom_gamma_stat_Region1_bin_7,nom_gamma_stat_Region1_bin_8,nom_gamma_stat_Region1_bin_9,obs_x_Region0,obs_x_Region1,weightVar)

datasets
--------
RooDataSet::asimovData(obs_x_Region0,obs_x_Region1,weightVar,channelCat)
RooDataSet::obsData(channelCat,obs_x_Region0,obs_x_Region1)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0_channel_1,nom_alpha_norm_uncertainty_1_channel_1,nom_gamma_stat_Region1_bin_1,nom_gamma_stat_Region1_bin_2,nom_gamma_stat_Region1_bin_3,nom_gamma_stat_Region1_bin_4,nom_gamma_stat_Region1_bin_5,nom_gamma_stat_Region1_bin_6,nom_gamma_stat_Region1_bin_7,nom_gamma_stat_Region1_bin_8,nom_gamma_stat_Region1_bin_9)
ModelConfig_Observables:(obs_x_Region0,obs_x_Region1,weightVar,channelCat)
globalObservables:(nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1_channel_0,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_1,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0_channel_1,nom_alpha_norm_uncertainty_1_channel_1,nom_gamma_stat_Region1_bin_1,nom_gamma_stat_Region1_bin_2,nom_gamma_stat_Region1_bin_3,nom_gamma_stat_Region1_bin_4,nom_gamma_stat_Region1_bin_5,nom_gamma_stat_Region1_bin_6,nom_gamma_stat_Region1_bin_7,nom_gamma_stat_Region1_bin_8,nom_gamma_stat_Region1_bin_9)
observables:(obs_x_Region0,obs_x_Region1,weightVar,channelCat)



----------------
 Importing combined model
setting Lumi constant
Setting Parameter(s) of Interest as: SignalStrength 
component Region0_model is a binned likelihood
component Region1_model is a binned likelihood
Workspace for tests was created!
BM_RooFit_BinnedTestMigrad_NChannel/2/1/iterations:1/real_time      26183 us      26182 us          1
in build binned test with outputworkspace.root
in channel 0nuisance +/- [0.149692,0.050308]
in channel 0nuisance +/- [0.129928,0.0700717]
in channel 0nuisance +/- [0.139959,0.0600412]
in channel 0nuisance +/- [0.106331,0.0936692]
Warning in <TFile::Append>: Replacing existing TH1: Signal (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Signal (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Background (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Background (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Data (Potential memory leak).
Warning in <TFile::Append>: Replacing existing TH1: Data (Potential memory leak).
in channel 1nuisance +/- [0.153534,0.0464664]
in channel 1nuisance +/- [0.192177,0.00782313]
in channel 1nuisance +/- [0.157665,0.0423353]
in channel 1nuisance +/- [0.110172,0.0898277]


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,2],0.1
background_Region0 has no variation histograms 
processing hist Background
Sample: background to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: background
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist Signal
Sample: signal to be included in Stat Error for channel Region0
Making Statistical Uncertainty Hist for  Channel: Region0 Sample: signal
Warning: Sum of histograms for bin: 1 is <= 0.  Setting error to 0
Making Total Uncertainty for bin 2 Error = 3.60555 Val = 13 RelativeError = 0.27735
Making Total Uncertainty for bin 3 Error = 3.74166 Val = 14 RelativeError = 0.267261
Making Total Uncertainty for bin 4 Error = 3.87298 Val = 15 RelativeError = 0.258199
Making Total Uncertainty for bin 5 Error = 4 Val = 16 RelativeError = 0.25
Making Total Uncertainty for bin 6 Error = 4.12311 Val = 17 RelativeError = 0.242536
Making Total Uncertainty for bin 7 Error = 4.24264 Val = 18 RelativeError = 0.235702
Making Total Uncertainty for bin 8 Error = 4.3589 Val = 19 RelativeError = 0.229416
Making Total Uncertainty for bin 9 Error = 4.47214 Val = 20 RelativeError = 0.223607
Making Total Uncertainty for bin 10 Error = 4.58258 Val = 21 RelativeError = 0.218218
About to create Constraint Terms from: mc_stat_Region0 params: (gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9)
Using Gaussian StatErrors in channel: Region0
Creating constraint for: gamma_stat_Region0_bin_0. Type of constraint: 0
Not creating constraint term for gamma_stat_Region0_bin_0 because sigma = 0 (sigma<=0) (TH1 bin number = 1)
Creating constraint for: gamma_stat_Region0_bin_1. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_2. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_3. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_4. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_5. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_6. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_7. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_8. Type of constraint: 0
Creating constraint for: gamma_stat_Region0_bin_9. Type of constraint: 0
-----------------------------------------
import model into workspace
WARNING::Detected a bin with zero expected events- skip it
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 9 entries (153 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_norm_uncertainty_0,alpha_norm_uncertainty_0_channel_0,alpha_norm_uncertainty_1,alpha_norm_uncertainty_1_channel_0,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,gamma_stat_Region0_bin_0,gamma_stat_Region0_bin_1,gamma_stat_Region0_bin_2,gamma_stat_Region0_bin_3,gamma_stat_Region0_bin_4,gamma_stat_Region0_bin_5,gamma_stat_Region0_bin_6,gamma_stat_Region0_bin_7,gamma_stat_Region0_bin_8,gamma_stat_Region0_bin_9,nom_alpha_norm_uncertainty_0,nom_alpha_norm_uncertainty_0_channel_0,nom_alpha_norm_uncertainty_1,nom_alpha_norm_uncertainty_1_channel_0,nom_gamma_stat_Region0_bin_1,nom_gamma_stat_Region0_bin_2,nom_gamma_stat_Region0_bin_3,nom_gamma_stat_Region0_bin_4,nom_gamma_stat_Region0_bin_5,nom_gamma_stat_Region0_bin_6,nom_gamma_stat_Region0_bin_7,nom_gamma_stat_Region0_bin_8,nom_gamma_stat_Region0_bin_9,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_background_Region0_overallSyst_x_StatUncert + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_StatUncert ] = 21/153
RooGaussian::alpha_norm_uncertainty_0Constraint[ x=alpha_norm_uncertainty_0 mean=nom_alpha_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_0_channel_0Constraint[ x=alpha_norm_uncertainty_0_channel_0 mean=nom_alpha_norm_uncertainty_0_channel_0 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1Constraint[ x=alpha_norm_uncertainty_1 mean=nom_alpha_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_norm_uncertainty_1_channel_0Constraint[ x=alpha_norm_uncertainty_1_channel_0 mean=nom_alpha_norm_uncertainty_1_channel_0 sigma=1 ] = 1
RooGaussian::gamma_stat_Region0_bin_1_constraint[ x=nom_gamma_stat_Region0_bin_1 mean=gamma_stat_Region0_bin_1 sigma=gamma_stat_Region0_bin_1_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_2_constraint[ x=nom_gamma_stat_Region0_bin_2 mean=gamma_stat_Region0_bin_2 sigma=gamma_stat_Region0_bin_2_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_3_constraint[ x=nom_gamma_stat_Region0_bin_3 mean=gamma_stat_Region0_bin_3 sigma=gamma_stat_Region0_bin_3_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_4_constraint[ x=nom_gamma_stat_Region0_bin_4 mean=gamma_stat_Region0_bin_4 sigma=gamma_stat_Region0_bin_4_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_5_constraint[ x=nom_gamma_stat_Region0_bin_5 mean=gamma_stat_Region0_bin_5 sigma=gamma_stat_Region0_bin_5_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_6_constraint[ x=nom_gamma_stat_Region0_bin_6 mean=gamma_stat_Region0_bin_6 sigma=gamma_stat_Region0_bin_6_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_7_constraint[ x=nom_gamma_stat_Region0_bin_7 mean=gamma_stat_Region0_bin_7 sigma=gamma_stat_Region0_bin_7_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_8_constraint[ x=nom_gamma_stat_Region0_bin_8 mean=gamma_stat_Region0_bin_8 sigma=gamma_stat_Region0_bin_8_sigma ] = 1
RooGaussian::gamma_stat_Region0_bin_9_constraint[ x=nom_gamma_stat_Region0_bin_9 mean=gamma_stat_Region0_bin_9 sigma=gamma_stat_Region0_bin_9_sigma ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.1 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_norm_uncertainty_0_channel_0Constraint * alpha_norm_uncertainty_1_channel_0Constraint * alpha_norm_uncertainty_0Constraint * alpha_norm_uncertainty_1Constraint * gamma_stat_Region0_bin_1_constraint * gamma_stat_Region0_bin_2_constraint * gamma_stat_Region0_bin_3_constraint * gamma_stat_Region0_bin_4_constraint * gamma_stat_Region0_bin_5_constraint * gamma_stat_Region0_bin_6_constraint * gamma_stat_Region0_bin_7_constraint * gamma_stat_Region0_bin_8_constraint * gamma_stat_Region0_bin_9_constraint * Region0_model(obs_x_Region0) ] = 21

functions
--------
RooProduct::L_x_background_Region0_overallSyst_x_StatUncert[ 1 * background_Region0_overa...
The rest of the test output was removed since it exceeds the threshold of 64000 bytes.