Logo ROOT  
Reference Guide
 
Loading...
Searching...
No Matches
RooStats Tutorials

These tutorials illustrate the main features of RooStats.

Files

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