This class implements the Hypothesis test calculation using an hybrid (frequentist/bayesian) procedure.

A frequentist sampling of the test statistic distribution is obtained but with mariginalization of the nuisance parameters. The toys are generated by sampling the nuisance parameters according to their prior distribution.

The use of the of ToyMCSampler as the TestStatSampler is assumed.

Definition at line 43 of file HybridCalculator.h.

Public Member Functions
	HybridCalculator (const RooAbsData &data, const ModelConfig &altModel, const ModelConfig &nullModel, TestStatSampler *sampler=0)

	~HybridCalculator ()

virtual void	ForcePriorNuisanceAlt (RooAbsPdf &priorNuisance)

virtual void	ForcePriorNuisanceNull (RooAbsPdf &priorNuisance)
	Override the distribution used for marginalizing nuisance parameters that is inferred from ModelConfig. More...

virtual void	SetAlternateModel (const ModelConfig &altModel)

void	SetNToysInTails (int toysNull, int toysAlt)
	set least number of toys in tails More...

virtual void	SetNullModel (const ModelConfig &nullModel)

void	SetToys (int toysNull, int toysAlt)
	set number of toys More...

Public Member Functions inherited from RooStats::HypoTestCalculatorGeneric
	HypoTestCalculatorGeneric (const RooAbsData &data, const ModelConfig &altModel, const ModelConfig &nullModel, TestStatSampler *sampler=0)
	Constructor. More...

	~HypoTestCalculatorGeneric ()

const ModelConfig *	GetAlternateModel (void) const

const RooAbsData *	GetData (void) const

virtual const RooArgSet *	GetFitInfo () const

virtual HypoTestResult *	GetHypoTest () const
	inherited methods from HypoTestCalculator interface More...

const ModelConfig *	GetNullModel (void) const

TestStatSampler *	GetTestStatSampler (void) const

virtual void	SetData (RooAbsData &data)

void	UseSameAltToys ()
	to re-use same toys for alternate hypothesis More...

Public Member Functions inherited from RooStats::HypoTestCalculator
virtual	~HypoTestCalculator ()

virtual void	SetCommonModel (const ModelConfig &model)

Protected Member Functions
int	CheckHook (void) const
	check whether all input is consistent More...

int	PreAltHook (RooArgSet *, double obsTestStat) const
	configure TestStatSampler for the Alt run More...

int	PreNullHook (RooArgSet *, double obsTestStat) const
	configure TestStatSampler for the Null run More...

Protected Member Functions inherited from RooStats::HypoTestCalculatorGeneric
virtual void	PostHook () const

virtual void	PreHook () const

Protected Attributes
int	fNToysAlt

int	fNToysAltTail

int	fNToysNull

int	fNToysNullTail

RooAbsPdf *	fPriorNuisanceAlt

Bool_t	fPriorNuisanceAltExternal

RooAbsPdf *	fPriorNuisanceNull

Bool_t	fPriorNuisanceNullExternal

Protected Attributes inherited from RooStats::HypoTestCalculatorGeneric
const ModelConfig *	fAltModel

unsigned int	fAltToysSeed

const RooAbsData *	fData

TestStatSampler *	fDefaultSampler

TestStatistic *	fDefaultTestStat

const ModelConfig *	fNullModel

TestStatSampler *	fTestStatSampler

#include <RooStats/HybridCalculator.h>

Inheritance diagram for RooStats::HybridCalculator:

[legend]

Constructor & Destructor Documentation

◆ HybridCalculator()

RooStats::HybridCalculator::HybridCalculator	(	const RooAbsData &	data,
		const ModelConfig &	altModel,
		const ModelConfig &	nullModel,
		TestStatSampler *	sampler = `0`
	)

inline

Definition at line 46 of file HybridCalculator.h.

◆ ~HybridCalculator()

RooStats::HybridCalculator::~HybridCalculator ( )

inline

Definition at line 64 of file HybridCalculator.h.

Member Function Documentation

◆ CheckHook()

int HybridCalculator::CheckHook ( void ) const

protectedvirtual

check whether all input is consistent

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 26 of file HybridCalculator.cxx.

◆ ForcePriorNuisanceAlt()

virtual void RooStats::HybridCalculator::ForcePriorNuisanceAlt ( RooAbsPdf & priorNuisance )

inlinevirtual

Definition at line 75 of file HybridCalculator.h.

◆ ForcePriorNuisanceNull()

virtual void RooStats::HybridCalculator::ForcePriorNuisanceNull ( RooAbsPdf & priorNuisance )

inlinevirtual

Override the distribution used for marginalizing nuisance parameters that is inferred from ModelConfig.

Definition at line 71 of file HybridCalculator.h.

◆ PreAltHook()

int HybridCalculator::PreAltHook	(	RooArgSet *	,
		double	obsTestStat
	)		const

protectedvirtual

configure TestStatSampler for the Alt run

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 90 of file HybridCalculator.cxx.

◆ PreNullHook()

int HybridCalculator::PreNullHook	(	RooArgSet *	,
		double	obsTestStat
	)		const

protectedvirtual

configure TestStatSampler for the Null run

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 41 of file HybridCalculator.cxx.

◆ SetAlternateModel()

virtual void RooStats::HybridCalculator::SetAlternateModel ( const ModelConfig & altModel )

inlinevirtual

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 88 of file HybridCalculator.h.

◆ SetNToysInTails()

void RooStats::HybridCalculator::SetNToysInTails	(	int	toysNull,
		int	toysAlt
	)

inline

set least number of toys in tails

Definition at line 100 of file HybridCalculator.h.

◆ SetNullModel()

virtual void RooStats::HybridCalculator::SetNullModel ( const ModelConfig & nullModel )

inlinevirtual

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 80 of file HybridCalculator.h.

◆ SetToys()

void RooStats::HybridCalculator::SetToys	(	int	toysNull,
		int	toysAlt
	)

inline

set number of toys

Definition at line 97 of file HybridCalculator.h.

Member Data Documentation

◆ fNToysAlt

int RooStats::HybridCalculator::fNToysAlt

protected

Definition at line 123 of file HybridCalculator.h.

◆ fNToysAltTail

int RooStats::HybridCalculator::fNToysAltTail

protected

Definition at line 127 of file HybridCalculator.h.

◆ fNToysNull

int RooStats::HybridCalculator::fNToysNull

protected

Definition at line 122 of file HybridCalculator.h.

◆ fNToysNullTail

int RooStats::HybridCalculator::fNToysNullTail

protected

Definition at line 126 of file HybridCalculator.h.

◆ fPriorNuisanceAlt

RooAbsPdf* RooStats::HybridCalculator::fPriorNuisanceAlt

protected

Definition at line 114 of file HybridCalculator.h.

◆ fPriorNuisanceAltExternal

Bool_t RooStats::HybridCalculator::fPriorNuisanceAltExternal

protected

Definition at line 119 of file HybridCalculator.h.

◆ fPriorNuisanceNull

RooAbsPdf* RooStats::HybridCalculator::fPriorNuisanceNull

protected

Definition at line 113 of file HybridCalculator.h.

◆ fPriorNuisanceNullExternal

Bool_t RooStats::HybridCalculator::fPriorNuisanceNullExternal

protected

Definition at line 118 of file HybridCalculator.h.

The documentation for this class was generated from the following files:

roofit/roostats/inc/RooStats/HybridCalculator.h
roofit/roostats/src/HybridCalculator.cxx

Public Member Functions

Protected Member Functions

Protected Attributes

Constructor & Destructor Documentation

◆ HybridCalculator()

◆ ~HybridCalculator()

Member Function Documentation

◆ CheckHook()

◆ ForcePriorNuisanceAlt()

◆ ForcePriorNuisanceNull()

◆ PreAltHook()

◆ PreNullHook()

◆ SetAlternateModel()

◆ SetNToysInTails()

◆ SetNullModel()

◆ SetToys()

Member Data Documentation

◆ fNToysAlt

◆ fNToysAltTail

◆ fNToysNull

◆ fNToysNullTail

◆ fPriorNuisanceAlt

◆ fPriorNuisanceAltExternal

◆ fPriorNuisanceNull

◆ fPriorNuisanceNullExternal