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Reference Guide
 
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RooStats Tutorials

These tutorials illustrate the main features of RooStats.

Files

file  FourBinInstructional.C
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This example is a generalization of the on/off problem.
 
file  FourBinInstructional.py
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This example is a generalization of the on/off problem.
 
file  HybridInstructional.C
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Example demonstrating usage of HybridCalcultor
 
file  HybridStandardForm.C
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A hypothesis testing example based on number counting with background uncertainty.
 
file  IntervalExamples.C
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Example showing confidence intervals with four techniques.
 
file  IntervalExamples.py
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Example showing confidence intervals with four techniques.
 
file  ModelInspector.C
 RooStats Model Inspector.
 
file  MultivariateGaussianTest.C
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Comparison of MCMC and PLC in a multi-variate gaussian problem
 
file  MultivariateGaussianTest.py
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Comparison of MCMC and PLC in a multi-variate gaussian problem
 
file  OneSidedFrequentistUpperLimitWithBands.C
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OneSidedFrequentistUpperLimitWithBands
 
file  rs101_limitexample.C
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Limits: number counting experiment with uncertainty on both the background rate and signal efficiency.
 
file  rs101_limitexample.py
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Limits: number counting experiment with uncertainty on both the background rate and signal efficiency.
 
file  rs102_hypotestwithshapes.C
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A typical search for a new particle by studying an invariant mass distribution
 
file  rs301_splot.C
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SPlot tutorial
 
file  rs302_JeffreysPriorDemo.C
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tutorial demonstrating and validates the RooJeffreysPrior class
 
file  rs401c_FeldmanCousins.C
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Produces an interval on the mean signal in a number counting experiment with known background using the Feldman-Cousins technique.
 
file  rs401c_FeldmanCousins.py
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Produces an interval on the mean signal in a number counting experiment with known background using the Feldman-Cousins technique.
 
file  rs401d_FeldmanCousins.C
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Neutrino Oscillation Example from Feldman & Cousins
 
file  rs601_HLFactoryexample.C
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High Level Factory: creation of a simple model
 
file  rs601_HLFactoryexample.py
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High Level Factory: creation of a simple model
 
file  rs602_HLFactoryCombinationexample.C
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High Level Factory: creation of a combined model
 
file  rs603_HLFactoryElaborateExample.C
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High Level Factory: creating a complex combined model.
 
file  rs701_BayesianCalculator.C
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Bayesian calculator: basic exmple
 
file  rs701_BayesianCalculator.py
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Bayesian calculator: basic exmple
 
file  rs_bernsteinCorrection.C
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Example of the BernsteinCorrection utility in RooStats.
 
file  rs_bernsteinCorrection.py
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Example of the BernsteinCorrection utility in RooStats.
 
file  rs_numberCountingCombination.C
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'Number Counting Example' RooStats tutorial macro #100
 
file  rs_numbercountingutils.C
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'Number Counting Utils' RooStats tutorial
 
file  rs_numbercountingutils.py
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'Number Counting Utils' RooStats tutorial
 
file  StandardBayesianMCMCDemo.C
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Standard demo of the Bayesian MCMC calculator
 
file  StandardBayesianNumericalDemo.C
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Standard demo of the numerical Bayesian calculator
 
file  StandardFeldmanCousinsDemo.C
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Standard demo of the Feldman-Cousins calculator StandardFeldmanCousinsDemo
 
file  StandardFrequentistDiscovery.C
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StandardFrequentistDiscovery
 
file  StandardHistFactoryPlotsWithCategories.C
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StandardHistFactoryPlotsWithCategories
 
file  StandardHypoTestDemo.C
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Standard tutorial macro for hypothesis test (for computing the discovery significance) using all RooStats hypothesis tests calculators and test statistics.
 
file  StandardHypoTestInvDemo.C
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Standard tutorial macro for performing an inverted hypothesis test for computing an interval
 
file  StandardProfileInspectorDemo.C
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Standard demo of the ProfileInspector class StandardProfileInspectorDemo
 
file  StandardProfileLikelihoodDemo.C
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Standard demo of the Profile Likelihood calculator StandardProfileLikelihoodDemo
 
file  StandardTestStatDistributionDemo.C
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StandardTestStatDistributionDemo.C
 
file  TestNonCentral.C
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file  TwoSidedFrequentistUpperLimitWithBands.C
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TwoSidedFrequentistUpperLimitWithBands
 
file  Zbi_Zgamma.C
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Demonstrate Z_Bi = Z_Gamma
 
file  Zbi_Zgamma.py
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Demonstrate Z_Bi = Z_Gamma