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	FourBinInstructional.py
	This example is a generalization of the on/off problem.
file	HybridInstructional.C
	Example demonstrating usage of HybridCalcultor
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	IntervalExamples.py
	Example showing confidence intervals with four techniques.
file	ModelInspector.C
	RooStats Model Inspector.
file	MultivariateGaussianTest.C
	Comparison of MCMC and PLC in a multi-variate gaussian problem
file	MultivariateGaussianTest.py
	Comparison of MCMC and PLC in a multi-variate gaussian problem
file	OneSidedFrequentistUpperLimitWithBands.C
	OneSidedFrequentistUpperLimitWithBands
file	rs101_limitexample.C
	Limits: number counting experiment with uncertainty on both the background rate and signal efficiency.
file	rs101_limitexample.py
	Limits: number counting experiment with uncertainty on both the background rate and signal efficiency.
file	rs102_hypotestwithshapes.C
	A typical search for a new particle by studying an invariant mass distribution
file	rs301_splot.C
	SPlot tutorial
file	rs302_JeffreysPriorDemo.C
	tutorial demonstrating and validates the RooJeffreysPrior class
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	rs401c_FeldmanCousins.py
	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: creation of a simple model
file	rs601_HLFactoryexample.py
	High Level Factory: creation of a simple model
file	rs602_HLFactoryCombinationexample.C
	High Level Factory: creation of a combined model
file	rs603_HLFactoryElaborateExample.C
	High Level Factory: creating a complex combined model.
file	rs701_BayesianCalculator.C
	Bayesian calculator: basic example
file	rs701_BayesianCalculator.py
	Bayesian calculator: basic example
file	rs_bernsteinCorrection.C
	Example of the BernsteinCorrection utility in RooStats.
file	rs_bernsteinCorrection.py
	Example of the BernsteinCorrection utility in RooStats.
file	rs_numberCountingCombination.C
	'Number Counting Example' RooStats tutorial macro #100
file	rs_numbercountingutils.C
	'Number Counting Utils' RooStats tutorial
file	rs_numbercountingutils.py
	'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 hypothesis 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	StandardProfileInspectorDemo.py
	Standard demo of the ProfileInspector class StandardProfileInspectorDemo
file	StandardProfileLikelihoodDemo.C
	Standard demo of the Profile Likelihood calculator StandardProfileLikelihoodDemo
file	StandardProfileLikelihoodDemo.py
	Standard demo of the Profile Likelihood calculator StandardProfileLikelihoodDemo
file	StandardTestStatDistributionDemo.C
	StandardTestStatDistributionDemo.C
file	TestNonCentral.C
	Demonstrates non central chi-square.
file	TwoSidedFrequentistUpperLimitWithBands.C
	TwoSidedFrequentistUpperLimitWithBands
file	Zbi_Zgamma.C
	Demonstrate Z_Bi = Z_Gamma
file	Zbi_Zgamma.py
	Demonstrate Z_Bi = Z_Gamma