In [1]:

    

import ROOT
ROOT.RooMsgService.instance().setGlobalKillBelow(5)


    

    















    




Welcome to JupyROOT 6.11/01

In [2]:

    

meas = ROOT.RooStats.HistFactory.Measurement( "meas", "meas" )
meas.SetPOI( "SignalStrength" )
meas.SetLumi( 1.0 )
meas.SetLumiRelErr( 0.02 )
meas.AddConstantParam( "Lumi" )


    

In [3]:

    

data_hist = ROOT.TH1D("observed","observed",1,0,1)
for i in range(1100):
    data_hist.Fill(0.5)
signal_hist = ROOT.TH1D("above_expected","above_expected",1,0,1)
for i in range(100):
    signal_hist.Fill(0.5)
model_hist = ROOT.TH1D("expected","expected",1,0,1)
for i in range(1000):
    model_hist.Fill(0.5)


    

In [4]:

    

chan = ROOT.RooStats.HistFactory.Channel( "Region1" )
chan.SetStatErrorConfig(0.05, "Poisson")
chan.SetData( data_hist )


    

In [5]:

    

model = ROOT.RooStats.HistFactory.Sample( "model" )
model.SetNormalizeByTheory( False )
model.SetHisto( model_hist )

signal = ROOT.RooStats.HistFactory.Sample( "signal" )
signal.SetNormalizeByTheory( False )
signal.SetHisto( signal_hist )


    

In [6]:

    

signal.AddNormFactor( "SignalStrength", 1, 0, 3)


    

In [7]:

    

uncertainty_up   = 1000 * 1.1
uncertainty_down = 1000 * 0.9
signal.AddOverallSys( "signal_norm_uncertainty",  uncertainty_down*.1, uncertainty_up*.1 )
model.AddOverallSys( "background_norm_uncertainty",  uncertainty_down,uncertainty_up )


    

In [8]:

    

sig_np_up = signal_hist.Clone()
sig_np_down = signal_hist.Clone()
bkg_np_up = model_hist.Clone()
bkg_np_down = model_hist.Clone()
for b in range(1,sig_np_up.GetNbinsX()+1):
    sig_np_up.SetBinContent(b, sig_np_up.GetBinContent(b) + sig_np_up.GetBinContent(b) * .1 * b)
    sig_np_down.SetBinContent(b, sig_np_down.GetBinContent(b) - sig_np_down.GetBinContent(b) * 0.1 * b)
    bkg_np_up.SetBinContent(b, bkg_np_up.GetBinContent(b) + bkg_np_up.GetBinContent(b) * .1 * b)
    bkg_np_down.SetBinContent(b, bkg_np_down.GetBinContent(b) - bkg_np_down.GetBinContent(b) * 0.1 * b)


    

In [9]:

    

signal_shape = ROOT.RooStats.HistFactory.HistoSys("signal_shape")
signal_shape.SetHistoHigh( sig_np_up )
signal_shape.SetHistoLow( sig_np_down )
signal.AddHistoSys( signal_shape )

background_shape = ROOT.RooStats.HistFactory.HistoSys("background_shape")
background_shape.SetHistoHigh( bkg_np_up )
background_shape.SetHistoLow( bkg_np_down )
model.AddHistoSys( background_shape )


    

In [10]:

    

chan.AddSample( model )
chan.AddSample( signal )
meas.AddChannel( chan )


    

In [11]:

    

hist2workspace = ROOT.RooStats.HistFactory.HistoToWorkspaceFactoryFast(meas)


    

In [12]:

    

workspace = hist2workspace.MakeSingleChannelModel( meas, chan )


    

    





-------------------
Starting to process Region1 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shapeConstraint(alpha_background_shape,nom_alpha_background_shape[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shapeConstraint(alpha_signal_shape,nom_alpha_signal_shape[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region1,weight:binWeightAsimov] = 1 entries (1100 weighted)

RooWorkspace(Region1) Region1 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty,alpha_background_shape,alpha_signal_norm_uncertainty,alpha_signal_shape,binWidth_obs_x_Region1_0,binWidth_obs_x_Region1_1,nom_alpha_background_norm_uncertainty,nom_alpha_background_shape,nom_alpha_signal_norm_uncertainty,nom_alpha_signal_shape,nominalLumi,obs_x_Region1,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region1_model[ binWidth_obs_x_Region1_0 * L_x_model_Region1_overallSyst_x_HistSyst + binWidth_obs_x_Region1_1 * L_x_signal_Region1_overallSyst_x_HistSyst ] = 1100/1100
RooGaussian::alpha_background_norm_uncertaintyConstraint[ x=alpha_background_norm_uncertainty mean=nom_alpha_background_norm_uncertainty sigma=1 ] = 1
RooGaussian::alpha_background_shapeConstraint[ x=alpha_background_shape mean=nom_alpha_background_shape sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertaintyConstraint[ x=alpha_signal_norm_uncertainty mean=nom_alpha_signal_norm_uncertainty sigma=1 ] = 1
RooGaussian::alpha_signal_shapeConstraint[ x=alpha_signal_shape mean=nom_alpha_signal_shape sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region1[ lumiConstraint * alpha_background_norm_uncertaintyConstraint * alpha_background_shapeConstraint * alpha_signal_norm_uncertaintyConstraint * alpha_signal_shapeConstraint * Region1_model(obs_x_Region1) ] = 1100

functions
--------
RooProduct::L_x_model_Region1_overallSyst_x_HistSyst[ 1 * model_Region1_overallSyst_x_HistSyst ] = 1000
RooProduct::L_x_signal_Region1_overallSyst_x_HistSyst[ 1 * signal_Region1_overallSyst_x_HistSyst ] = 100
PiecewiseInterpolation::model_Region1_Hist_alpha[ ] = 1000
RooHistFunc::model_Region1_Hist_alpha_0high[ depList=(obs_x_Region1) ] = 1100
RooHistFunc::model_Region1_Hist_alpha_0low[ depList=(obs_x_Region1) ] = 900
RooHistFunc::model_Region1_Hist_alphanominal[ depList=(obs_x_Region1) ] = 1000
RooStats::HistFactory::FlexibleInterpVar::model_Region1_epsilon[ paramList=(alpha_background_norm_uncertainty) ] = 1
RooProduct::model_Region1_overallSyst_x_HistSyst[ model_Region1_Hist_alpha * model_Region1_epsilon ] = 1000
PiecewiseInterpolation::signal_Region1_Hist_alpha[ ] = 100
RooHistFunc::signal_Region1_Hist_alpha_0high[ depList=(obs_x_Region1) ] = 110
RooHistFunc::signal_Region1_Hist_alpha_0low[ depList=(obs_x_Region1) ] = 90
RooHistFunc::signal_Region1_Hist_alphanominal[ depList=(obs_x_Region1) ] = 100
RooStats::HistFactory::FlexibleInterpVar::signal_Region1_epsilon[ paramList=(alpha_signal_norm_uncertainty) ] = 1
RooProduct::signal_Region1_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region1_epsilon ] = 1
RooProduct::signal_Region1_overallSyst_x_HistSyst[ signal_Region1_Hist_alpha * signal_Region1_overallNorm_x_sigma_epsilon ] = 100

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region1_Hist_alphanominalDHist(obs_x_Region1)
RooDataHist::model_Region1_Hist_alpha_0lowDHist(obs_x_Region1)
RooDataHist::model_Region1_Hist_alpha_0highDHist(obs_x_Region1)
RooDataHist::signal_Region1_Hist_alphanominalDHist(obs_x_Region1)
RooDataHist::signal_Region1_Hist_alpha_0lowDHist(obs_x_Region1)
RooDataHist::signal_Region1_Hist_alpha_0highDHist(obs_x_Region1)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty,nom_alpha_background_shape,nom_alpha_signal_norm_uncertainty,nom_alpha_signal_shape)
ModelConfig_Observables:(obs_x_Region1)
coefList:(binWidth_obs_x_Region1_0,binWidth_obs_x_Region1_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertaintyConstraint,alpha_background_shapeConstraint,alpha_signal_norm_uncertaintyConstraint,alpha_signal_shapeConstraint)
globalObservables:(nom_alpha_background_norm_uncertainty,nom_alpha_background_shape,nom_alpha_signal_norm_uncertainty,nom_alpha_signal_shape)
likelihoodTerms:(Region1_model)
obsAndWeight:(weightVar,obs_x_Region1)
observables:(obs_x_Region1)
observablesSet:(obs_x_Region1)
shapeList:(L_x_model_Region1_overallSyst_x_HistSyst,L_x_signal_Region1_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 

In [13]:

    

from Builder import get_workspace


    

In [14]:

    

workspace = get_workspace(nchannels = 1, events = 1000, nbins = 1)


    

    





-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 990/990
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 900
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 900
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 

In [15]:

    

workspace.SetName('BinnedWorkspace')
workspace.writeToFile("output/workspace{}channels{}events{}bins{}nps.root".format(1,1000,1,0))


    

    
Out[15]:





False

In [16]:

    

events = 1000
chans = 1
nps = 0
for bins in [1,10,20,30,40,50,60,70,80,90,100]:
    workspace = get_workspace(nchannels = chans, events = events, nbins = bins, nnps = nps)
    workspace.SetName('BinnedWorkspace')
    workspace.writeToFile("output/workspace{}channels{}events{}bins{}nps.root".format(chans, events, bins, nps))


    

    





-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 990/990
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 900
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 900
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 10 entries (1395 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 180/1395
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 180

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 90
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 90
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 90
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 20 entries (1840 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 135/1840
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 135

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 45
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 45
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 45
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 30 entries (2295 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 120/2295
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 120

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 30
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 30
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 30
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 40 entries (2710 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 112/2710
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 112

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 22
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 22
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 22
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 50 entries (3175 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 108/3175
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 108

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 18
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 18
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 18
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 60 entries (3630 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 105/3630
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 105

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 15
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 15
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 15
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 70 entries (4005 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 102/4005
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 102

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 12
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 12
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 12
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 80 entries (4490 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 101/4490
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 101

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 11
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 11
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 11
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 90 entries (4995 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 100/4995
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 100

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 10
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 10
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 10
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 100 entries (5400 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 99/5400
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 99

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 9
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 9
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 9
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 

In [19]:

    

events = 1000
chans = 1
nps = 0
bins = 1
for events in [10,100,1000,10000,100000,1000000,10000000]:
    workspace = get_workspace(nchannels = chans, events = events, nbins = bins, nnps = nps)
    workspace.SetName('BinnedWorkspace')
    workspace.writeToFile("output/workspace{}channels{}events{}bins{}nps.root".format(chans, events, bins, nps))


    

    





-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (9 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 9/9
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 9

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 9
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 0
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 9
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 9
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 0
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 ] = 0

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (99 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 99/99
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 99

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 90
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 9
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 90
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 90
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 9
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 ] = 9

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 990/990
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 900
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 900
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (9900 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 9900/9900
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 9900

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 9000
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 900
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 9000
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 9000
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 900
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 ] = 900

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (99000 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 99000/99000
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 99000

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 90000
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 9000
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 90000
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 90000
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 9000
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 ] = 9000

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990000 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 990000/990000
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 990000

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 900000
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90000
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 900000
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 900000
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90000
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 ] = 90000

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (9.9e+06 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 9.9e+06/9.9e+06
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 9.9e+06

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 9e+06
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 900000
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 9e+06
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 9e+06
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 900000
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 ] = 900000

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 

In [18]:

    

events = 1000
chans = 1
nps = 0
bins = 1
for nps in range(10):
    workspace = get_workspace(nchannels = chans, events = events, nbins = bins, nnps = nps)
    workspace.SetName('BinnedWorkspace')
    workspace.writeToFile("output/workspace{}channels{}events{}bins{}nps.root".format(chans, events, bins, nps))


    

    




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this uncertainty is 5
this uncertainty is 0
this uncertainty is 1
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this uncertainty is 5
this uncertainty is 6
this uncertainty is 0
this uncertainty is 1
this uncertainty is 2
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this uncertainty is 7
this uncertainty is 0
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this uncertainty is 2
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this uncertainty is 5
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this uncertainty is 8


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
model_Region0 has no variation histograms 
processing hist expected0
making normFactor: SignalStrength
signal_Region0 has no variation histograms 
processing hist above_expected0
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_Exp + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_Exp ] = 990/990
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_Exp[ 1 * model_Region0_overallSyst_x_Exp ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_Exp[ 1 * signal_Region0_overallSyst_x_Exp ] = 90
RooHistFunc::model_Region0_nominal[ depList=(obs_x_Region0) ] = 900
RooProduct::model_Region0_overallSyst_x_Exp[ model_Region0_nominal * model_Region0_epsilon ] = 900
RooHistFunc::signal_Region0_nominal[ depList=(obs_x_Region0) ] = 90
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 ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0nominalDHist(obs_x_Region0)
RooDataHist::signal_Region0nominalDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:()
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint)
globalObservables:()
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_Exp,L_x_signal_Region0_overallSyst_x_Exp)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_shape_0,alpha_signal_norm_uncertainty_0,alpha_signal_shape_0,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_shape_0,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_shape_0,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_shape_0Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_shape_0Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_shape_0,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_shape_0)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_shape_0Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_shape_0Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_shape_0,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_shape_0)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_shape_0,alpha_background_shape_1,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_shape_0,alpha_signal_shape_1,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
Gaussian::alpha_background_shape_3Constraint(alpha_background_shape_3,nom_alpha_background_shape_3[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
Gaussian::alpha_signal_shape_3Constraint(alpha_signal_shape_3,nom_alpha_signal_shape_3[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_background_shape_3,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,alpha_signal_shape_3,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_3Constraint[ x=alpha_background_norm_uncertainty_3 mean=nom_alpha_background_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_3Constraint[ x=alpha_background_shape_3 mean=nom_alpha_background_shape_3 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_3Constraint[ x=alpha_signal_norm_uncertainty_3 mean=nom_alpha_signal_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_3Constraint[ x=alpha_signal_shape_3 mean=nom_alpha_signal_shape_3 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_norm_uncertainty_3Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_background_shape_3Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_norm_uncertainty_3Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * alpha_signal_shape_3Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_norm_uncertainty_3Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_background_shape_3Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_norm_uncertainty_3Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint,alpha_signal_shape_3Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
Gaussian::alpha_background_shape_3Constraint(alpha_background_shape_3,nom_alpha_background_shape_3[0.,-10,10],1.)
Gaussian::alpha_background_shape_4Constraint(alpha_background_shape_4,nom_alpha_background_shape_4[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
Gaussian::alpha_signal_shape_3Constraint(alpha_signal_shape_3,nom_alpha_signal_shape_3[0.,-10,10],1.)
Gaussian::alpha_signal_shape_4Constraint(alpha_signal_shape_4,nom_alpha_signal_shape_4[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_background_shape_3,alpha_background_shape_4,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,alpha_signal_shape_3,alpha_signal_shape_4,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_3Constraint[ x=alpha_background_norm_uncertainty_3 mean=nom_alpha_background_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_4Constraint[ x=alpha_background_norm_uncertainty_4 mean=nom_alpha_background_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_3Constraint[ x=alpha_background_shape_3 mean=nom_alpha_background_shape_3 sigma=1 ] = 1
RooGaussian::alpha_background_shape_4Constraint[ x=alpha_background_shape_4 mean=nom_alpha_background_shape_4 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_3Constraint[ x=alpha_signal_norm_uncertainty_3 mean=nom_alpha_signal_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_4Constraint[ x=alpha_signal_norm_uncertainty_4 mean=nom_alpha_signal_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_3Constraint[ x=alpha_signal_shape_3 mean=nom_alpha_signal_shape_3 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_4Constraint[ x=alpha_signal_shape_4 mean=nom_alpha_signal_shape_4 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_norm_uncertainty_3Constraint * alpha_background_norm_uncertainty_4Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_background_shape_3Constraint * alpha_background_shape_4Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_norm_uncertainty_3Constraint * alpha_signal_norm_uncertainty_4Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * alpha_signal_shape_3Constraint * alpha_signal_shape_4Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_norm_uncertainty_3Constraint,alpha_background_norm_uncertainty_4Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_background_shape_3Constraint,alpha_background_shape_4Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_norm_uncertainty_3Constraint,alpha_signal_norm_uncertainty_4Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint,alpha_signal_shape_3Constraint,alpha_signal_shape_4Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
Gaussian::alpha_background_shape_3Constraint(alpha_background_shape_3,nom_alpha_background_shape_3[0.,-10,10],1.)
Gaussian::alpha_background_shape_4Constraint(alpha_background_shape_4,nom_alpha_background_shape_4[0.,-10,10],1.)
Gaussian::alpha_background_shape_5Constraint(alpha_background_shape_5,nom_alpha_background_shape_5[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
Gaussian::alpha_signal_shape_3Constraint(alpha_signal_shape_3,nom_alpha_signal_shape_3[0.,-10,10],1.)
Gaussian::alpha_signal_shape_4Constraint(alpha_signal_shape_4,nom_alpha_signal_shape_4[0.,-10,10],1.)
Gaussian::alpha_signal_shape_5Constraint(alpha_signal_shape_5,nom_alpha_signal_shape_5[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_background_shape_3,alpha_background_shape_4,alpha_background_shape_5,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,alpha_signal_shape_3,alpha_signal_shape_4,alpha_signal_shape_5,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_3Constraint[ x=alpha_background_norm_uncertainty_3 mean=nom_alpha_background_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_4Constraint[ x=alpha_background_norm_uncertainty_4 mean=nom_alpha_background_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_5Constraint[ x=alpha_background_norm_uncertainty_5 mean=nom_alpha_background_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_3Constraint[ x=alpha_background_shape_3 mean=nom_alpha_background_shape_3 sigma=1 ] = 1
RooGaussian::alpha_background_shape_4Constraint[ x=alpha_background_shape_4 mean=nom_alpha_background_shape_4 sigma=1 ] = 1
RooGaussian::alpha_background_shape_5Constraint[ x=alpha_background_shape_5 mean=nom_alpha_background_shape_5 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_3Constraint[ x=alpha_signal_norm_uncertainty_3 mean=nom_alpha_signal_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_4Constraint[ x=alpha_signal_norm_uncertainty_4 mean=nom_alpha_signal_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_5Constraint[ x=alpha_signal_norm_uncertainty_5 mean=nom_alpha_signal_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_3Constraint[ x=alpha_signal_shape_3 mean=nom_alpha_signal_shape_3 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_4Constraint[ x=alpha_signal_shape_4 mean=nom_alpha_signal_shape_4 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_5Constraint[ x=alpha_signal_shape_5 mean=nom_alpha_signal_shape_5 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_norm_uncertainty_3Constraint * alpha_background_norm_uncertainty_4Constraint * alpha_background_norm_uncertainty_5Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_background_shape_3Constraint * alpha_background_shape_4Constraint * alpha_background_shape_5Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_norm_uncertainty_3Constraint * alpha_signal_norm_uncertainty_4Constraint * alpha_signal_norm_uncertainty_5Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * alpha_signal_shape_3Constraint * alpha_signal_shape_4Constraint * alpha_signal_shape_5Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_norm_uncertainty_3Constraint,alpha_background_norm_uncertainty_4Constraint,alpha_background_norm_uncertainty_5Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_background_shape_3Constraint,alpha_background_shape_4Constraint,alpha_background_shape_5Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_norm_uncertainty_3Constraint,alpha_signal_norm_uncertainty_4Constraint,alpha_signal_norm_uncertainty_5Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint,alpha_signal_shape_3Constraint,alpha_signal_shape_4Constraint,alpha_signal_shape_5Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
Gaussian::alpha_background_shape_3Constraint(alpha_background_shape_3,nom_alpha_background_shape_3[0.,-10,10],1.)
Gaussian::alpha_background_shape_4Constraint(alpha_background_shape_4,nom_alpha_background_shape_4[0.,-10,10],1.)
Gaussian::alpha_background_shape_5Constraint(alpha_background_shape_5,nom_alpha_background_shape_5[0.,-10,10],1.)
Gaussian::alpha_background_shape_6Constraint(alpha_background_shape_6,nom_alpha_background_shape_6[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
Gaussian::alpha_signal_shape_3Constraint(alpha_signal_shape_3,nom_alpha_signal_shape_3[0.,-10,10],1.)
Gaussian::alpha_signal_shape_4Constraint(alpha_signal_shape_4,nom_alpha_signal_shape_4[0.,-10,10],1.)
Gaussian::alpha_signal_shape_5Constraint(alpha_signal_shape_5,nom_alpha_signal_shape_5[0.,-10,10],1.)
Gaussian::alpha_signal_shape_6Constraint(alpha_signal_shape_6,nom_alpha_signal_shape_6[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_norm_uncertainty_6,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_background_shape_3,alpha_background_shape_4,alpha_background_shape_5,alpha_background_shape_6,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_norm_uncertainty_6,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,alpha_signal_shape_3,alpha_signal_shape_4,alpha_signal_shape_5,alpha_signal_shape_6,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_3Constraint[ x=alpha_background_norm_uncertainty_3 mean=nom_alpha_background_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_4Constraint[ x=alpha_background_norm_uncertainty_4 mean=nom_alpha_background_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_5Constraint[ x=alpha_background_norm_uncertainty_5 mean=nom_alpha_background_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_6Constraint[ x=alpha_background_norm_uncertainty_6 mean=nom_alpha_background_norm_uncertainty_6 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_3Constraint[ x=alpha_background_shape_3 mean=nom_alpha_background_shape_3 sigma=1 ] = 1
RooGaussian::alpha_background_shape_4Constraint[ x=alpha_background_shape_4 mean=nom_alpha_background_shape_4 sigma=1 ] = 1
RooGaussian::alpha_background_shape_5Constraint[ x=alpha_background_shape_5 mean=nom_alpha_background_shape_5 sigma=1 ] = 1
RooGaussian::alpha_background_shape_6Constraint[ x=alpha_background_shape_6 mean=nom_alpha_background_shape_6 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_3Constraint[ x=alpha_signal_norm_uncertainty_3 mean=nom_alpha_signal_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_4Constraint[ x=alpha_signal_norm_uncertainty_4 mean=nom_alpha_signal_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_5Constraint[ x=alpha_signal_norm_uncertainty_5 mean=nom_alpha_signal_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_6Constraint[ x=alpha_signal_norm_uncertainty_6 mean=nom_alpha_signal_norm_uncertainty_6 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_3Constraint[ x=alpha_signal_shape_3 mean=nom_alpha_signal_shape_3 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_4Constraint[ x=alpha_signal_shape_4 mean=nom_alpha_signal_shape_4 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_5Constraint[ x=alpha_signal_shape_5 mean=nom_alpha_signal_shape_5 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_6Constraint[ x=alpha_signal_shape_6 mean=nom_alpha_signal_shape_6 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_norm_uncertainty_3Constraint * alpha_background_norm_uncertainty_4Constraint * alpha_background_norm_uncertainty_5Constraint * alpha_background_norm_uncertainty_6Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_background_shape_3Constraint * alpha_background_shape_4Constraint * alpha_background_shape_5Constraint * alpha_background_shape_6Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_norm_uncertainty_3Constraint * alpha_signal_norm_uncertainty_4Constraint * alpha_signal_norm_uncertainty_5Constraint * alpha_signal_norm_uncertainty_6Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * alpha_signal_shape_3Constraint * alpha_signal_shape_4Constraint * alpha_signal_shape_5Constraint * alpha_signal_shape_6Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_6high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_6low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_norm_uncertainty_6) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_6high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_6low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_norm_uncertainty_6) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_6lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_6highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_6lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_6highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_norm_uncertainty_3Constraint,alpha_background_norm_uncertainty_4Constraint,alpha_background_norm_uncertainty_5Constraint,alpha_background_norm_uncertainty_6Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_background_shape_3Constraint,alpha_background_shape_4Constraint,alpha_background_shape_5Constraint,alpha_background_shape_6Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_norm_uncertainty_3Constraint,alpha_signal_norm_uncertainty_4Constraint,alpha_signal_norm_uncertainty_5Constraint,alpha_signal_norm_uncertainty_6Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint,alpha_signal_shape_3Constraint,alpha_signal_shape_4Constraint,alpha_signal_shape_5Constraint,alpha_signal_shape_6Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
Gaussian::alpha_background_shape_3Constraint(alpha_background_shape_3,nom_alpha_background_shape_3[0.,-10,10],1.)
Gaussian::alpha_background_shape_4Constraint(alpha_background_shape_4,nom_alpha_background_shape_4[0.,-10,10],1.)
Gaussian::alpha_background_shape_5Constraint(alpha_background_shape_5,nom_alpha_background_shape_5[0.,-10,10],1.)
Gaussian::alpha_background_shape_6Constraint(alpha_background_shape_6,nom_alpha_background_shape_6[0.,-10,10],1.)
Gaussian::alpha_background_shape_7Constraint(alpha_background_shape_7,nom_alpha_background_shape_7[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
Gaussian::alpha_signal_shape_3Constraint(alpha_signal_shape_3,nom_alpha_signal_shape_3[0.,-10,10],1.)
Gaussian::alpha_signal_shape_4Constraint(alpha_signal_shape_4,nom_alpha_signal_shape_4[0.,-10,10],1.)
Gaussian::alpha_signal_shape_5Constraint(alpha_signal_shape_5,nom_alpha_signal_shape_5[0.,-10,10],1.)
Gaussian::alpha_signal_shape_6Constraint(alpha_signal_shape_6,nom_alpha_signal_shape_6[0.,-10,10],1.)
Gaussian::alpha_signal_shape_7Constraint(alpha_signal_shape_7,nom_alpha_signal_shape_7[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_norm_uncertainty_6,alpha_background_norm_uncertainty_7,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_background_shape_3,alpha_background_shape_4,alpha_background_shape_5,alpha_background_shape_6,alpha_background_shape_7,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_norm_uncertainty_6,alpha_signal_norm_uncertainty_7,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,alpha_signal_shape_3,alpha_signal_shape_4,alpha_signal_shape_5,alpha_signal_shape_6,alpha_signal_shape_7,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_norm_uncertainty_7,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_background_shape_7,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_norm_uncertainty_7,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nom_alpha_signal_shape_7,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_3Constraint[ x=alpha_background_norm_uncertainty_3 mean=nom_alpha_background_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_4Constraint[ x=alpha_background_norm_uncertainty_4 mean=nom_alpha_background_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_5Constraint[ x=alpha_background_norm_uncertainty_5 mean=nom_alpha_background_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_6Constraint[ x=alpha_background_norm_uncertainty_6 mean=nom_alpha_background_norm_uncertainty_6 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_7Constraint[ x=alpha_background_norm_uncertainty_7 mean=nom_alpha_background_norm_uncertainty_7 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_3Constraint[ x=alpha_background_shape_3 mean=nom_alpha_background_shape_3 sigma=1 ] = 1
RooGaussian::alpha_background_shape_4Constraint[ x=alpha_background_shape_4 mean=nom_alpha_background_shape_4 sigma=1 ] = 1
RooGaussian::alpha_background_shape_5Constraint[ x=alpha_background_shape_5 mean=nom_alpha_background_shape_5 sigma=1 ] = 1
RooGaussian::alpha_background_shape_6Constraint[ x=alpha_background_shape_6 mean=nom_alpha_background_shape_6 sigma=1 ] = 1
RooGaussian::alpha_background_shape_7Constraint[ x=alpha_background_shape_7 mean=nom_alpha_background_shape_7 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_3Constraint[ x=alpha_signal_norm_uncertainty_3 mean=nom_alpha_signal_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_4Constraint[ x=alpha_signal_norm_uncertainty_4 mean=nom_alpha_signal_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_5Constraint[ x=alpha_signal_norm_uncertainty_5 mean=nom_alpha_signal_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_6Constraint[ x=alpha_signal_norm_uncertainty_6 mean=nom_alpha_signal_norm_uncertainty_6 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_7Constraint[ x=alpha_signal_norm_uncertainty_7 mean=nom_alpha_signal_norm_uncertainty_7 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_3Constraint[ x=alpha_signal_shape_3 mean=nom_alpha_signal_shape_3 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_4Constraint[ x=alpha_signal_shape_4 mean=nom_alpha_signal_shape_4 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_5Constraint[ x=alpha_signal_shape_5 mean=nom_alpha_signal_shape_5 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_6Constraint[ x=alpha_signal_shape_6 mean=nom_alpha_signal_shape_6 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_7Constraint[ x=alpha_signal_shape_7 mean=nom_alpha_signal_shape_7 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_norm_uncertainty_3Constraint * alpha_background_norm_uncertainty_4Constraint * alpha_background_norm_uncertainty_5Constraint * alpha_background_norm_uncertainty_6Constraint * alpha_background_norm_uncertainty_7Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_background_shape_3Constraint * alpha_background_shape_4Constraint * alpha_background_shape_5Constraint * alpha_background_shape_6Constraint * alpha_background_shape_7Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_norm_uncertainty_3Constraint * alpha_signal_norm_uncertainty_4Constraint * alpha_signal_norm_uncertainty_5Constraint * alpha_signal_norm_uncertainty_6Constraint * alpha_signal_norm_uncertainty_7Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * alpha_signal_shape_3Constraint * alpha_signal_shape_4Constraint * alpha_signal_shape_5Constraint * alpha_signal_shape_6Constraint * alpha_signal_shape_7Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_6high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_6low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_7high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_7low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_norm_uncertainty_6,alpha_background_norm_uncertainty_7) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_6high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_6low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_7high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_7low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_norm_uncertainty_6,alpha_signal_norm_uncertainty_7) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_6lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_7lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_6highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_7highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_6lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_7lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_6highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_7highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_norm_uncertainty_7,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_background_shape_7,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_norm_uncertainty_7,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nom_alpha_signal_shape_7)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_norm_uncertainty_3Constraint,alpha_background_norm_uncertainty_4Constraint,alpha_background_norm_uncertainty_5Constraint,alpha_background_norm_uncertainty_6Constraint,alpha_background_norm_uncertainty_7Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_background_shape_3Constraint,alpha_background_shape_4Constraint,alpha_background_shape_5Constraint,alpha_background_shape_6Constraint,alpha_background_shape_7Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_norm_uncertainty_3Constraint,alpha_signal_norm_uncertainty_4Constraint,alpha_signal_norm_uncertainty_5Constraint,alpha_signal_norm_uncertainty_6Constraint,alpha_signal_norm_uncertainty_7Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint,alpha_signal_shape_3Constraint,alpha_signal_shape_4Constraint,alpha_signal_shape_5Constraint,alpha_signal_shape_6Constraint,alpha_signal_shape_7Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_norm_uncertainty_7,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_background_shape_7,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_norm_uncertainty_7,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nom_alpha_signal_shape_7)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 


-------------------
Starting to process Region0 channel with 1 observables
lumi str = [1,0,10]
lumi Error str = nominalLumi[1,0,1.2],0.02
Gaussian::alpha_background_shape_0Constraint(alpha_background_shape_0,nom_alpha_background_shape_0[0.,-10,10],1.)
Gaussian::alpha_background_shape_1Constraint(alpha_background_shape_1,nom_alpha_background_shape_1[0.,-10,10],1.)
Gaussian::alpha_background_shape_2Constraint(alpha_background_shape_2,nom_alpha_background_shape_2[0.,-10,10],1.)
Gaussian::alpha_background_shape_3Constraint(alpha_background_shape_3,nom_alpha_background_shape_3[0.,-10,10],1.)
Gaussian::alpha_background_shape_4Constraint(alpha_background_shape_4,nom_alpha_background_shape_4[0.,-10,10],1.)
Gaussian::alpha_background_shape_5Constraint(alpha_background_shape_5,nom_alpha_background_shape_5[0.,-10,10],1.)
Gaussian::alpha_background_shape_6Constraint(alpha_background_shape_6,nom_alpha_background_shape_6[0.,-10,10],1.)
Gaussian::alpha_background_shape_7Constraint(alpha_background_shape_7,nom_alpha_background_shape_7[0.,-10,10],1.)
Gaussian::alpha_background_shape_8Constraint(alpha_background_shape_8,nom_alpha_background_shape_8[0.,-10,10],1.)
making normFactor: SignalStrength
Gaussian::alpha_signal_shape_0Constraint(alpha_signal_shape_0,nom_alpha_signal_shape_0[0.,-10,10],1.)
Gaussian::alpha_signal_shape_1Constraint(alpha_signal_shape_1,nom_alpha_signal_shape_1[0.,-10,10],1.)
Gaussian::alpha_signal_shape_2Constraint(alpha_signal_shape_2,nom_alpha_signal_shape_2[0.,-10,10],1.)
Gaussian::alpha_signal_shape_3Constraint(alpha_signal_shape_3,nom_alpha_signal_shape_3[0.,-10,10],1.)
Gaussian::alpha_signal_shape_4Constraint(alpha_signal_shape_4,nom_alpha_signal_shape_4[0.,-10,10],1.)
Gaussian::alpha_signal_shape_5Constraint(alpha_signal_shape_5,nom_alpha_signal_shape_5[0.,-10,10],1.)
Gaussian::alpha_signal_shape_6Constraint(alpha_signal_shape_6,nom_alpha_signal_shape_6[0.,-10,10],1.)
Gaussian::alpha_signal_shape_7Constraint(alpha_signal_shape_7,nom_alpha_signal_shape_7[0.,-10,10],1.)
Gaussian::alpha_signal_shape_8Constraint(alpha_signal_shape_8,nom_alpha_signal_shape_8[0.,-10,10],1.)
-----------------------------------------
import model into workspace
RooDataSet::AsimovData[obs_x_Region0,weight:binWeightAsimov] = 1 entries (990 weighted)

RooWorkspace(Region0) Region0 workspace contents

variables
---------
(Lumi,SignalStrength,alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_norm_uncertainty_6,alpha_background_norm_uncertainty_7,alpha_background_norm_uncertainty_8,alpha_background_shape_0,alpha_background_shape_1,alpha_background_shape_2,alpha_background_shape_3,alpha_background_shape_4,alpha_background_shape_5,alpha_background_shape_6,alpha_background_shape_7,alpha_background_shape_8,alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_norm_uncertainty_6,alpha_signal_norm_uncertainty_7,alpha_signal_norm_uncertainty_8,alpha_signal_shape_0,alpha_signal_shape_1,alpha_signal_shape_2,alpha_signal_shape_3,alpha_signal_shape_4,alpha_signal_shape_5,alpha_signal_shape_6,alpha_signal_shape_7,alpha_signal_shape_8,binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1,nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_norm_uncertainty_7,nom_alpha_background_norm_uncertainty_8,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_background_shape_7,nom_alpha_background_shape_8,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_norm_uncertainty_7,nom_alpha_signal_norm_uncertainty_8,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nom_alpha_signal_shape_7,nom_alpha_signal_shape_8,nominalLumi,obs_x_Region0,weightVar)

p.d.f.s
-------
RooRealSumPdf::Region0_model[ binWidth_obs_x_Region0_0 * L_x_model_Region0_overallSyst_x_HistSyst + binWidth_obs_x_Region0_1 * L_x_signal_Region0_overallSyst_x_HistSyst ] = 990/990
RooGaussian::alpha_background_norm_uncertainty_0Constraint[ x=alpha_background_norm_uncertainty_0 mean=nom_alpha_background_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_1Constraint[ x=alpha_background_norm_uncertainty_1 mean=nom_alpha_background_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_2Constraint[ x=alpha_background_norm_uncertainty_2 mean=nom_alpha_background_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_3Constraint[ x=alpha_background_norm_uncertainty_3 mean=nom_alpha_background_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_4Constraint[ x=alpha_background_norm_uncertainty_4 mean=nom_alpha_background_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_5Constraint[ x=alpha_background_norm_uncertainty_5 mean=nom_alpha_background_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_6Constraint[ x=alpha_background_norm_uncertainty_6 mean=nom_alpha_background_norm_uncertainty_6 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_7Constraint[ x=alpha_background_norm_uncertainty_7 mean=nom_alpha_background_norm_uncertainty_7 sigma=1 ] = 1
RooGaussian::alpha_background_norm_uncertainty_8Constraint[ x=alpha_background_norm_uncertainty_8 mean=nom_alpha_background_norm_uncertainty_8 sigma=1 ] = 1
RooGaussian::alpha_background_shape_0Constraint[ x=alpha_background_shape_0 mean=nom_alpha_background_shape_0 sigma=1 ] = 1
RooGaussian::alpha_background_shape_1Constraint[ x=alpha_background_shape_1 mean=nom_alpha_background_shape_1 sigma=1 ] = 1
RooGaussian::alpha_background_shape_2Constraint[ x=alpha_background_shape_2 mean=nom_alpha_background_shape_2 sigma=1 ] = 1
RooGaussian::alpha_background_shape_3Constraint[ x=alpha_background_shape_3 mean=nom_alpha_background_shape_3 sigma=1 ] = 1
RooGaussian::alpha_background_shape_4Constraint[ x=alpha_background_shape_4 mean=nom_alpha_background_shape_4 sigma=1 ] = 1
RooGaussian::alpha_background_shape_5Constraint[ x=alpha_background_shape_5 mean=nom_alpha_background_shape_5 sigma=1 ] = 1
RooGaussian::alpha_background_shape_6Constraint[ x=alpha_background_shape_6 mean=nom_alpha_background_shape_6 sigma=1 ] = 1
RooGaussian::alpha_background_shape_7Constraint[ x=alpha_background_shape_7 mean=nom_alpha_background_shape_7 sigma=1 ] = 1
RooGaussian::alpha_background_shape_8Constraint[ x=alpha_background_shape_8 mean=nom_alpha_background_shape_8 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_0Constraint[ x=alpha_signal_norm_uncertainty_0 mean=nom_alpha_signal_norm_uncertainty_0 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_1Constraint[ x=alpha_signal_norm_uncertainty_1 mean=nom_alpha_signal_norm_uncertainty_1 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_2Constraint[ x=alpha_signal_norm_uncertainty_2 mean=nom_alpha_signal_norm_uncertainty_2 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_3Constraint[ x=alpha_signal_norm_uncertainty_3 mean=nom_alpha_signal_norm_uncertainty_3 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_4Constraint[ x=alpha_signal_norm_uncertainty_4 mean=nom_alpha_signal_norm_uncertainty_4 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_5Constraint[ x=alpha_signal_norm_uncertainty_5 mean=nom_alpha_signal_norm_uncertainty_5 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_6Constraint[ x=alpha_signal_norm_uncertainty_6 mean=nom_alpha_signal_norm_uncertainty_6 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_7Constraint[ x=alpha_signal_norm_uncertainty_7 mean=nom_alpha_signal_norm_uncertainty_7 sigma=1 ] = 1
RooGaussian::alpha_signal_norm_uncertainty_8Constraint[ x=alpha_signal_norm_uncertainty_8 mean=nom_alpha_signal_norm_uncertainty_8 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_0Constraint[ x=alpha_signal_shape_0 mean=nom_alpha_signal_shape_0 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_1Constraint[ x=alpha_signal_shape_1 mean=nom_alpha_signal_shape_1 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_2Constraint[ x=alpha_signal_shape_2 mean=nom_alpha_signal_shape_2 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_3Constraint[ x=alpha_signal_shape_3 mean=nom_alpha_signal_shape_3 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_4Constraint[ x=alpha_signal_shape_4 mean=nom_alpha_signal_shape_4 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_5Constraint[ x=alpha_signal_shape_5 mean=nom_alpha_signal_shape_5 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_6Constraint[ x=alpha_signal_shape_6 mean=nom_alpha_signal_shape_6 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_7Constraint[ x=alpha_signal_shape_7 mean=nom_alpha_signal_shape_7 sigma=1 ] = 1
RooGaussian::alpha_signal_shape_8Constraint[ x=alpha_signal_shape_8 mean=nom_alpha_signal_shape_8 sigma=1 ] = 1
RooGaussian::lumiConstraint[ x=Lumi mean=nominalLumi sigma=0.02 ] = 1
RooProdPdf::model_Region0[ lumiConstraint * alpha_background_norm_uncertainty_0Constraint * alpha_background_norm_uncertainty_1Constraint * alpha_background_norm_uncertainty_2Constraint * alpha_background_norm_uncertainty_3Constraint * alpha_background_norm_uncertainty_4Constraint * alpha_background_norm_uncertainty_5Constraint * alpha_background_norm_uncertainty_6Constraint * alpha_background_norm_uncertainty_7Constraint * alpha_background_norm_uncertainty_8Constraint * alpha_background_shape_0Constraint * alpha_background_shape_1Constraint * alpha_background_shape_2Constraint * alpha_background_shape_3Constraint * alpha_background_shape_4Constraint * alpha_background_shape_5Constraint * alpha_background_shape_6Constraint * alpha_background_shape_7Constraint * alpha_background_shape_8Constraint * alpha_signal_norm_uncertainty_0Constraint * alpha_signal_norm_uncertainty_1Constraint * alpha_signal_norm_uncertainty_2Constraint * alpha_signal_norm_uncertainty_3Constraint * alpha_signal_norm_uncertainty_4Constraint * alpha_signal_norm_uncertainty_5Constraint * alpha_signal_norm_uncertainty_6Constraint * alpha_signal_norm_uncertainty_7Constraint * alpha_signal_norm_uncertainty_8Constraint * alpha_signal_shape_0Constraint * alpha_signal_shape_1Constraint * alpha_signal_shape_2Constraint * alpha_signal_shape_3Constraint * alpha_signal_shape_4Constraint * alpha_signal_shape_5Constraint * alpha_signal_shape_6Constraint * alpha_signal_shape_7Constraint * alpha_signal_shape_8Constraint * Region0_model(obs_x_Region0) ] = 990

functions
--------
RooProduct::L_x_model_Region0_overallSyst_x_HistSyst[ 1 * model_Region0_overallSyst_x_HistSyst ] = 900
RooProduct::L_x_signal_Region0_overallSyst_x_HistSyst[ 1 * signal_Region0_overallSyst_x_HistSyst ] = 90
PiecewiseInterpolation::model_Region0_Hist_alpha[ ] = 900
RooHistFunc::model_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_6high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_6low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_7high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_7low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alpha_8high[ depList=(obs_x_Region0) ] = 990
RooHistFunc::model_Region0_Hist_alpha_8low[ depList=(obs_x_Region0) ] = 810
RooHistFunc::model_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 900
RooStats::HistFactory::FlexibleInterpVar::model_Region0_epsilon[ paramList=(alpha_background_norm_uncertainty_0,alpha_background_norm_uncertainty_1,alpha_background_norm_uncertainty_2,alpha_background_norm_uncertainty_3,alpha_background_norm_uncertainty_4,alpha_background_norm_uncertainty_5,alpha_background_norm_uncertainty_6,alpha_background_norm_uncertainty_7,alpha_background_norm_uncertainty_8) ] = 1
RooProduct::model_Region0_overallSyst_x_HistSyst[ model_Region0_Hist_alpha * model_Region0_epsilon ] = 900
PiecewiseInterpolation::signal_Region0_Hist_alpha[ ] = 90
RooHistFunc::signal_Region0_Hist_alpha_0high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_0low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_1high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_1low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_2high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_2low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_3high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_3low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_4high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_4low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_5high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_5low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_6high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_6low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_7high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_7low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alpha_8high[ depList=(obs_x_Region0) ] = 99
RooHistFunc::signal_Region0_Hist_alpha_8low[ depList=(obs_x_Region0) ] = 81
RooHistFunc::signal_Region0_Hist_alphanominal[ depList=(obs_x_Region0) ] = 90
RooStats::HistFactory::FlexibleInterpVar::signal_Region0_epsilon[ paramList=(alpha_signal_norm_uncertainty_0,alpha_signal_norm_uncertainty_1,alpha_signal_norm_uncertainty_2,alpha_signal_norm_uncertainty_3,alpha_signal_norm_uncertainty_4,alpha_signal_norm_uncertainty_5,alpha_signal_norm_uncertainty_6,alpha_signal_norm_uncertainty_7,alpha_signal_norm_uncertainty_8) ] = 1
RooProduct::signal_Region0_overallNorm_x_sigma_epsilon[ SignalStrength * signal_Region0_epsilon ] = 1
RooProduct::signal_Region0_overallSyst_x_HistSyst[ signal_Region0_Hist_alpha * signal_Region0_overallNorm_x_sigma_epsilon ] = 90

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

embedded datasets (in pdfs and functions)
-----------------------------------------
RooDataHist::model_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_6lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_7lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_8lowDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_6highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_7highDHist(obs_x_Region0)
RooDataHist::model_Region0_Hist_alpha_8highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alphanominalDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_6lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_7lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_8lowDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_0highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_1highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_2highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_3highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_4highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_5highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_6highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_7highDHist(obs_x_Region0)
RooDataHist::signal_Region0_Hist_alpha_8highDHist(obs_x_Region0)

named sets
----------
ModelConfig_GlobalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_norm_uncertainty_7,nom_alpha_background_norm_uncertainty_8,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_background_shape_7,nom_alpha_background_shape_8,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_norm_uncertainty_7,nom_alpha_signal_norm_uncertainty_8,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nom_alpha_signal_shape_7,nom_alpha_signal_shape_8)
ModelConfig_Observables:(obs_x_Region0)
coefList:(binWidth_obs_x_Region0_0,binWidth_obs_x_Region0_1)
constraintTerms:(lumiConstraint,alpha_background_norm_uncertainty_0Constraint,alpha_background_norm_uncertainty_1Constraint,alpha_background_norm_uncertainty_2Constraint,alpha_background_norm_uncertainty_3Constraint,alpha_background_norm_uncertainty_4Constraint,alpha_background_norm_uncertainty_5Constraint,alpha_background_norm_uncertainty_6Constraint,alpha_background_norm_uncertainty_7Constraint,alpha_background_norm_uncertainty_8Constraint,alpha_background_shape_0Constraint,alpha_background_shape_1Constraint,alpha_background_shape_2Constraint,alpha_background_shape_3Constraint,alpha_background_shape_4Constraint,alpha_background_shape_5Constraint,alpha_background_shape_6Constraint,alpha_background_shape_7Constraint,alpha_background_shape_8Constraint,alpha_signal_norm_uncertainty_0Constraint,alpha_signal_norm_uncertainty_1Constraint,alpha_signal_norm_uncertainty_2Constraint,alpha_signal_norm_uncertainty_3Constraint,alpha_signal_norm_uncertainty_4Constraint,alpha_signal_norm_uncertainty_5Constraint,alpha_signal_norm_uncertainty_6Constraint,alpha_signal_norm_uncertainty_7Constraint,alpha_signal_norm_uncertainty_8Constraint,alpha_signal_shape_0Constraint,alpha_signal_shape_1Constraint,alpha_signal_shape_2Constraint,alpha_signal_shape_3Constraint,alpha_signal_shape_4Constraint,alpha_signal_shape_5Constraint,alpha_signal_shape_6Constraint,alpha_signal_shape_7Constraint,alpha_signal_shape_8Constraint)
globalObservables:(nom_alpha_background_norm_uncertainty_0,nom_alpha_background_norm_uncertainty_1,nom_alpha_background_norm_uncertainty_2,nom_alpha_background_norm_uncertainty_3,nom_alpha_background_norm_uncertainty_4,nom_alpha_background_norm_uncertainty_5,nom_alpha_background_norm_uncertainty_6,nom_alpha_background_norm_uncertainty_7,nom_alpha_background_norm_uncertainty_8,nom_alpha_background_shape_0,nom_alpha_background_shape_1,nom_alpha_background_shape_2,nom_alpha_background_shape_3,nom_alpha_background_shape_4,nom_alpha_background_shape_5,nom_alpha_background_shape_6,nom_alpha_background_shape_7,nom_alpha_background_shape_8,nom_alpha_signal_norm_uncertainty_0,nom_alpha_signal_norm_uncertainty_1,nom_alpha_signal_norm_uncertainty_2,nom_alpha_signal_norm_uncertainty_3,nom_alpha_signal_norm_uncertainty_4,nom_alpha_signal_norm_uncertainty_5,nom_alpha_signal_norm_uncertainty_6,nom_alpha_signal_norm_uncertainty_7,nom_alpha_signal_norm_uncertainty_8,nom_alpha_signal_shape_0,nom_alpha_signal_shape_1,nom_alpha_signal_shape_2,nom_alpha_signal_shape_3,nom_alpha_signal_shape_4,nom_alpha_signal_shape_5,nom_alpha_signal_shape_6,nom_alpha_signal_shape_7,nom_alpha_signal_shape_8)
likelihoodTerms:(Region0_model)
obsAndWeight:(weightVar,obs_x_Region0)
observables:(obs_x_Region0)
observablesSet:(obs_x_Region0)
shapeList:(L_x_model_Region0_overallSyst_x_HistSyst,L_x_signal_Region0_overallSyst_x_HistSyst)

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

Setting Parameter(s) of Interest as: SignalStrength 

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