Execution Time58.98s

Test: tutorial-roostats-OneSidedFrequentistUpperLimitWithBands (Passed)
Build: master-x86_64-centos7-gcc62-opt-no-rt-cxxmodules (olsnba08.cern.ch) on 2019-11-14 01:02:24
Repository revision: 32b17abcda23e44b64218a42d0ca69cb30cda7e0

Test Timing: Passed
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Processing /data/sftnight/workspace/root-benchmark-no-rt-cxxmodules/BUILDTYPE/Release/COMPILER/gcc62/LABEL/performance-sandy-cc7/root/tutorials/roostats/OneSidedFrequentistUpperLimitWithBands.C...

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

FeldmanCousins: ntoys per point = 499
FeldmanCousins: nEvents per toy will fluctuate about  expectation
will use global observables for unconditional ensemble
RooArgSet:: = (nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)

=== Using the following for ModelConfig ===
Observables:             RooArgSet:: = (obs_x_channel1,weightVar,channelCat)
Parameters of Interest:  RooArgSet:: = (SigXsecOverSM)
Nuisance Parameters:     RooArgSet:: = (alpha_syst2,alpha_syst3,gamma_stat_channel1_bin_0,gamma_stat_channel1_bin_1)
Global Observables:      RooArgSet:: = (nom_alpha_syst2,nom_alpha_syst3,nom_gamma_stat_channel1_bin_0,nom_gamma_stat_channel1_bin_1)
PDF:                     RooSimultaneous::simPdf[ indexCat=channelCat channel1=model_channel1 ] = 0.174888

FeldmanCousins: Model has nuisance parameters, will do profile construction
FeldmanCousins: # points to test = 12
lookup index = 0
NeymanConstruction: Prog: 1/12 total MC = 499 this test stat = 0
 SigXsecOverSM=0.125 alpha_syst2=0.620013 alpha_syst3=0.233371 gamma_stat_channel1_bin_0=1.03213 gamma_stat_channel1_bin_1=1.04741 [-1e+30, 0.352289]  in interval = 1

NeymanConstruction: Prog: 2/12 total MC = 499 this test stat = 0
 SigXsecOverSM=0.375 alpha_syst2=0.447753 alpha_syst3=0.177838 gamma_stat_channel1_bin_0=1.02318 gamma_stat_channel1_bin_1=1.03602 [-1e+30, 0.880615]  in interval = 1

NeymanConstruction: Prog: 3/12 total MC = 499 this test stat = 0
 SigXsecOverSM=0.625 alpha_syst2=0.286439 alpha_syst3=0.123101 gamma_stat_channel1_bin_0=1.01471 gamma_stat_channel1_bin_1=1.02485 [-1e+30, 1.24865]  in interval = 1

NeymanConstruction: Prog: 4/12 total MC = 499 this test stat = 0
 SigXsecOverSM=0.875 alpha_syst2=0.135227 alpha_syst3=0.0712312 gamma_stat_channel1_bin_0=1.00681 gamma_stat_channel1_bin_1=1.01342 [-1e+30, 1.67695]  in interval = 1

NeymanConstruction: Prog: 5/12 total MC = 499 this test stat = 0.000123982
 SigXsecOverSM=1.125 alpha_syst2=-0.0145151 alpha_syst3=0.0140841 gamma_stat_channel1_bin_0=0.999276 gamma_stat_channel1_bin_1=1.00325 [-1e+30, 1.27013]  in interval = 1

NeymanConstruction: Prog: 6/12 total MC = 499 this test stat = 0.0914826
 SigXsecOverSM=1.375 alpha_syst2=-0.158296 alpha_syst3=-0.0388344 gamma_stat_channel1_bin_0=0.992172 gamma_stat_channel1_bin_1=0.99314 [-1e+30, 1.2931]  in interval = 1

NeymanConstruction: Prog: 7/12 total MC = 499 this test stat = 0.348977
 SigXsecOverSM=1.625 alpha_syst2=-0.293123 alpha_syst3=-0.0887596 gamma_stat_channel1_bin_0=0.985749 gamma_stat_channel1_bin_1=0.98241 [-1e+30, 1.38422]  in interval = 1

NeymanConstruction: Prog: 8/12 total MC = 499 this test stat = 0.767852
 SigXsecOverSM=1.875 alpha_syst2=-0.422662 alpha_syst3=-0.140488 gamma_stat_channel1_bin_0=0.979598 gamma_stat_channel1_bin_1=0.972408 [-1e+30, 1.44103]  in interval = 1

NeymanConstruction: Prog: 9/12 total MC = 499 this test stat = 1.34349
 SigXsecOverSM=2.125 alpha_syst2=-0.544231 alpha_syst3=-0.191113 gamma_stat_channel1_bin_0=0.973832 gamma_stat_channel1_bin_1=0.962561 [-1e+30, 1.18511]  in interval = 0

NeymanConstruction: Prog: 10/12 total MC = 499 this test stat = 2.07144
 SigXsecOverSM=2.375 alpha_syst2=-0.657507 alpha_syst3=-0.240928 gamma_stat_channel1_bin_0=0.968401 gamma_stat_channel1_bin_1=0.952927 [-1e+30, 1.49941]  in interval = 0

NeymanConstruction: Prog: 11/12 total MC = 499 this test stat = 2.94737
 SigXsecOverSM=2.625 alpha_syst2=-0.763071 alpha_syst3=-0.290559 gamma_stat_channel1_bin_0=0.963225 gamma_stat_channel1_bin_1=0.943651 [-1e+30, 1.38056]  in interval = 0

NeymanConstruction: Prog: 12/12 total MC = 499 this test stat = 3.9668
 SigXsecOverSM=2.875 alpha_syst2=-0.861426 alpha_syst3=-0.338746 gamma_stat_channel1_bin_0=0.958365 gamma_stat_channel1_bin_1=0.934518 [-1e+30, 1.33024]  in interval = 0

[#1] INFO:Eval -- 8 points in interval

95% interval on SigXsecOverSM is : [0.125, 1.875] 
[#1] INFO:Minization -- p.d.f. provides expected number of events, including extended term in likelihood.
[#1] INFO:Minization -- createNLL picked up cached consraints from workspace with 6 entries
[#1] INFO:Minization --  Including the following constraint terms in minimization: (lumiConstraint,alpha_syst1Constraint,alpha_syst2Constraint,alpha_syst3Constraint,gamma_stat_channel1_bin_0_constraint,gamma_stat_channel1_bin_1_constraint)
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_simPdf_obsData_with_constr_Profile[SigXsecOverSM]) Creating instance of MINUIT
[#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_simPdf_obsData_with_constr) Summation contains a RooNLLVar, using its error level
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_simPdf_obsData_with_constr_Profile[SigXsecOverSM]) determining minimum likelihood for current configurations w.r.t all observable
RooAbsTestStatistic::initSimMode: creating slave calculator #0 for state channel1 (2 dataset entries)
[#1] INFO:Fitting -- RooAbsTestStatistic::initSimMode: created 1 slave calculators.
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_simPdf_obsData_with_constr_Profile[SigXsecOverSM]) minimum found at (SigXsecOverSM=1.11573)
.
Will use these parameter points to generate pseudo data for bkg only
  1) 0xb902770 RooRealVar::               alpha_syst2 = 0.71117 +/- 0.914105  L(-5 - 5)  "alpha_syst2"
  2) 0xb909aa0 RooRealVar::               alpha_syst3 = 0.261459 +/- 0.9291  L(-5 - 5)  "alpha_syst3"
  3) 0xe6f8810 RooRealVar:: gamma_stat_channel1_bin_0 = 1.03677 +/- 0.0462899  L(0 - 1.25)  "gamma_stat_channel1_bin_0"
  4) 0xe701ab0 RooRealVar:: gamma_stat_channel1_bin_1 = 1.05319 +/- 0.0761205  L(0 - 1.5)  "gamma_stat_channel1_bin_1"
  5) 0xe702b50 RooRealVar::             SigXsecOverSM = 0 +/- 0  L(0 - 3) B(12)  "SigXsecOverSM"
Info in <TCanvas::Print>: pdf file one-sided_upper_limit_output.pdf has been created
-2 sigma  band 2.45734e-316
-1 sigma  band 0.345 [Power Constraint)]
median of band 0.855
+1 sigma  band 1.605
+2 sigma  band 2.085

observed 95% upper-limit 1.875
CLb strict [P(toy>obs|0)] for observed 95% upper-limit 0.946667
CLb inclusive [P(toy>=obs|0)] for observed 95% upper-limit 0.946667