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RooStats Tutorials

These tutorials illustrate the main features of RooStats.

Files

file  FourBinInstructional.C
 This example is a generalization of the on/off problem.
 
file  HybridInstructional.C
 Example demonstrating usage of HybridCalcultor.
 
file  HybridOriginalDemo.C
 Example on how to use the HybridCalculatorOriginal class.
 
file  HybridStandardForm.C
 A hypothesis testing example based on number counting with background uncertainty.
 
file  IntervalExamples.C
 Example showing confidence intervals with four techniques.
 
file  JeffreysPriorDemo.C
 tutorial demonstrating and validates the RooJeffreysPrior class
 
file  ModelInspector.C
 RooStats Model Inspector.
 
file  MultivariateGaussianTest.C
 Comparison of MCMC and PLC in a multi-variate gaussian problem.
 
file  OneSidedFrequentistUpperLimitWithBands.C
 OneSidedFrequentistUpperLimitWithBands.
 
file  rs101_limitexample.C
 'Limit Example' RooStats tutorial macro #101 This tutorial shows an example of creating a simple model for a number counting experiment with uncertainty on both the background rate and signal efficiency.
 
file  rs102_hypotestwithshapes.C
 rs102_hypotestwithshapes for RooStats project
 
file  rs301_splot.C
 SPlot tutorial.
 
file  rs401c_FeldmanCousins.C
 Produces an interval on the mean signal in a number counting experiment with known background using the Feldman-Cousins technique.
 
file  rs401d_FeldmanCousins.C
 'Neutrino Oscillation Example from Feldman & Cousins'
 
file  rs601_HLFactoryexample.C
 'High Level Factory Example' RooStats tutorial macro #601
 
file  rs602_HLFactoryCombinationexample.C
 'High Level Factory Example' RooStats tutorial macro #602
 
file  rs603_HLFactoryElaborateExample.C
 'High Level Factory Example' RooStats tutorial macro #602
 
file  rs701_BayesianCalculator.C
 'Bayesian Calculator' RooStats tutorial macro #701
 
file  rs801_HypoTestInverterOriginal.C
 'Hypothesis Test Inversion' RooStats tutorial macro #801
 
file  rs_bernsteinCorrection.C
 'Bernstein Correction' RooStats tutorial macro
 
file  rs_numberCountingCombination.C
 'Number Counting Example' RooStats tutorial macro #100
 
file  rs_numbercountingutils.C
 'Number Counting Utils' RooStats tutorial
 
file  StandardBayesianMCMCDemo.C
 Standard demo of the Bayesian MCMC calculator.
 
file  StandardBayesianNumericalDemo.C
 Standard demo of the numerical Bayesian calculator.
 
file  StandardFeldmanCousinsDemo.C
 Standard demo of the Feldman-Cousins calculator StandardFeldmanCousinsDemo.
 
file  StandardFrequentistDiscovery.C
 StandardFrequentistDiscovery.
 
file  StandardHistFactoryPlotsWithCategories.C
 StandardHistFactoryPlotsWithCategories.
 
file  StandardHypoTestDemo.C
 Standard tutorial macro for hypothesis test (for computing the discovery significance) using all RooStats hypotheiss tests calculators and test statistics.
 
file  StandardHypoTestInvDemo.C
 Standard tutorial macro for performing an inverted hypothesis test for computing an interval.
 
file  StandardProfileInspectorDemo.C
 Standard demo of the ProfileInspector class StandardProfileInspectorDemo.
 
file  StandardProfileLikelihoodDemo.C
 Standard demo of the Profile Likelihood calculator StandardProfileLikelihoodDemo.
 
file  StandardTestStatDistributionDemo.C
 StandardTestStatDistributionDemo.C.
 
file  TestNonCentral.C
 
file  TwoSidedFrequentistUpperLimitWithBands.C
 TwoSidedFrequentistUpperLimitWithBands.
 
file  Zbi_Zgamma.C
 Demonstrate Z_Bi = Z_Gamma.