Roostats

RooStats toolkit classes.

RooStats is a package containing statistical tools built on top of RooFit. See the RooStats Twiki Page for more information.

Modules
	HistFactory
	Factory classes to create RooFit workspaces from histograms.

Namespaces
namespace	RooStats
	@(#)root/roostats:$Id$ Author: George Lewis, Kyle Cranmer

Classes
class	RooStats::AsymptoticCalculator
	Hypothesis Test Calculator based on the asymptotic formulae for the profile likelihood ratio. More...
class	RooStats::BayesianCalculator
	BayesianCalculator is a concrete implementation of IntervalCalculator, providing the computation of a credible interval using a Bayesian method. More...
class	RooStats::BernsteinCorrection
	BernsteinCorrection is a utility in RooStats to augment a nominal PDF with a polynomial correction term. More...
class	RooStats::CombinedCalculator
	CombinedCalculator is an interface class for a tools which can produce both RooStats HypoTestResults and ConfIntervals. More...
class	RooStats::ConfidenceBelt
	ConfidenceBelt is a concrete implementation of the ConfInterval interface. More...
class	RooStats::ConfInterval
	ConfInterval is an interface class for a generic interval in the RooStats framework. More...
class	DebuggingSampler
	DebuggingSampler is a simple implementation of the DistributionCreator interface used for debugging. More...
class	DebuggingTestStat
	DebuggingTestStat is a simple implementation of the DistributionCreator interface used for debugging. More...
class	RooStats::DetailedOutputAggregator
	This class is designed to aid in the construction of RooDataSets and RooArgSets, particularly those naturally arising in fitting operations. More...
class	RooStats::FeldmanCousins
	The FeldmanCousins class (like the Feldman-Cousins technique) is essentially a specific configuration of the more general NeymanConstruction. More...
class	RooStats::FrequentistCalculator
	Does a frequentist hypothesis test. More...
class	RooStats::Heaviside
	Represents the Heaviside function. More...
class	RooStats::HLFactory
	HLFactory is an High Level model Factory allows you to describe your models in a configuration file (datacards) acting as an interface with the RooFactoryWSTool. More...
class	RooStats::HybridCalculator
	Same purpose as HybridCalculatorOriginal, but different implementation. More...
class	RooStats::HybridCalculatorOriginal
	HybridCalculatorOriginal class. More...
class	RooStats::HybridPlot
	This class provides the plots for the result of a study performed with the HybridCalculatorOriginal class. More...
class	RooStats::HybridResult
	Class encapsulating the result of the HybridCalculatorOriginal. More...
class	RooStats::HypoTestCalculator
	HypoTestCalculator is an interface class for a tools which produce RooStats HypoTestResults. More...
class	RooStats::HypoTestCalculatorGeneric
	Common base class for the Hypothesis Test Calculators. More...
class	RooStats::HypoTestInverter
	HypoTestInverter class for performing an hypothesis test inversion by scanning the hypothesis test results of an HypoTestCalculator for various values of the parameter of interest. More...
class	RooStats::HypoTestInverterOriginal
	This class is now deprecated and to be replaced by the HypoTestInverter. More...
class	RooStats::HypoTestInverterPlot
	Class to plot an HypoTestInverterResult, result of the HypoTestInverter calculator. More...
class	RooStats::HypoTestInverterResult
	HypoTestInverterResult class holds the array of hypothesis test results and compute a confidence interval. More...
class	RooStats::HypoTestPlot
	This class provides the plots for the result of a study performed with any of the HypoTestCalculatorGeneric (e.g. More...
class	RooStats::HypoTestResult
	HypoTestResult is a base class for results from hypothesis tests. More...
class	RooStats::IntervalCalculator
	IntervalCalculator is an interface class for a tools which produce RooStats ConfIntervals. More...
class	RooStats::LikelihoodInterval
	LikelihoodInterval is a concrete implementation of the RooStats::ConfInterval interface. More...
class	RooStats::LikelihoodIntervalPlot
	This class provides simple and straightforward utilities to plot a LikelihoodInterval object. More...
class	RooStats::MarkovChain
	Stores the steps in a Markov Chain of points. More...
class	RooStats::MaxLikelihoodEstimateTestStat
	MaxLikelihoodEstimateTestStat: TestStatistic that returns maximum likelihood estimate of a specified parameter. More...
class	RooStats::MCMCCalculator
	Bayesian Calculator estimating an interval or a credible region using the Markov-Chain Monte Carlo method to integrate the likelihood function with the prior to obtain the posterior function. More...
class	RooStats::MCMCInterval
	MCMCInterval is a concrete implementation of the RooStats::ConfInterval interface. More...
class	RooStats::MCMCIntervalPlot
	This class provides simple and straightforward utilities to plot a MCMCInterval object. More...
class	RooStats::MetropolisHastings
	This class uses the Metropolis-Hastings algorithm to construct a Markov Chain of data points using Monte Carlo. More...
class	RooStats::MinNLLTestStat
	MinNLLTestStat is an implementation of the TestStatistic interface that calculates the minimum value of the negative log likelihood function and returns it as a test statistic. More...
class	RooStats::ModelConfig
	ModelConfig is a simple class that holds configuration information specifying how a model should be used in the context of various RooStats tools. More...
class	RooStats::NeymanConstruction
	NeymanConstruction is a concrete implementation of the NeymanConstruction interface that, as the name suggests, performs a NeymanConstruction. More...
class	RooStats::NuisanceParametersSampler
	Helper class for ToyMCSampler. More...
class	RooStats::NumberCountingPdfFactory
	A factory for building PDFs and data for a number counting combination. More...
class	RooStats::NumEventsTestStat
	NumEventsTestStat is a simple implementation of the TestStatistic interface used for simple number counting. More...
class	RooStats::PdfProposal
	PdfProposal is a concrete implementation of the ProposalFunction interface. More...
class	RooStats::PointSetInterval
	PointSetInterval is a concrete implementation of the ConfInterval interface. More...
class	RooStats::ProfileInspector
	Utility class to plot conditional MLE of nuisance parameters vs. More...
class	RooStats::ProfileLikelihoodCalculator
	ProfileLikelihoodCalculator is a concrete implementation of CombinedCalculator (the interface class for a tools which can produce both RooStats HypoTestResults and ConfIntervals). More...
class	RooStats::ProfileLikelihoodTestStat
	ProfileLikelihoodTestStat is an implementation of the TestStatistic interface that calculates the profile likelihood ratio at a particular parameter point given a dataset. More...
class	RooStats::ProofConfig
	Holds configuration options for proof and proof-lite. More...
class	RooStats::ProposalFunction
	ProposalFunction is an interface for all proposal functions that would be used with a Markov Chain Monte Carlo algorithm. More...
class	RooStats::ProposalHelper
class	RooStats::RatioOfProfiledLikelihoodsTestStat
	TestStatistic that returns the ratio of profiled likelihoods. More...
class	RooStats::SamplingDistPlot
	This class provides simple and straightforward utilities to plot SamplingDistribution objects. More...
class	RooStats::SamplingDistribution
	This class simply holds a sampling distribution of some test statistic. More...
class	RooStats::SequentialProposal
	Class implementing a proposal function that samples the parameter space by moving only in one coordinate (chosen randomly) at each step. More...
class	RooStats::SimpleInterval
	SimpleInterval is a concrete implementation of the ConfInterval interface. More...
class	RooStats::SimpleLikelihoodRatioTestStat
	TestStatistic class that returns -log(L[null] / L[alt]) where L is the likelihood. More...
class	RooStats::SPlot
	This class calculates sWeights used to create an sPlot. More...
class	RooStats::TestStatistic
	TestStatistic is an interface class to provide a facility for construction test statistics distributions to the NeymanConstruction class. More...
class	RooStats::TestStatSampler
	TestStatSampler is an interface class for a tools which produce RooStats SamplingDistributions. More...
class	RooStats::ToyMCImportanceSampler
	ToyMCImportanceSampler is an extension of the ToyMCSampler for Importance Sampling. More...
class	RooStats::ToyMCSampler
	ToyMCSampler is an implementation of the TestStatSampler interface. More...
class	RooStats::ToyMCStudy
	ToyMCStudy is an implementation of RooAbsStudy for toy Monte Carlo sampling. More...
class	RooStats::UniformProposal
	UniformProposal is a concrete implementation of the ProposalFunction interface for use with a Markov Chain Monte Carlo algorithm. More...
class	RooStats::UpperLimitMCSModule
	This class allow to compute in the ToyMcStudy framework the ProfileLikelihood upper limit for each toy-MC sample generated. More...