Same purpose as HybridCalculatorOriginal, but different implementation.

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 marginalization 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 22 of file HybridCalculator.h.

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

	~HybridCalculator () override

virtual void	ForcePriorNuisanceAlt (RooAbsPdf &priorNuisance)

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

TClass *	IsA () const override

void	SetAlternateModel (const ModelConfig &altModel) override
	Set the model for the alternate hypothesis.

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

void	SetNullModel (const ModelConfig &nullModel) override
	Set the model for the null hypothesis.

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

void	Streamer (TBuffer &) override

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

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

	~HypoTestCalculatorGeneric () override

const ModelConfig *	GetAlternateModel (void) const

const RooAbsData *	GetData (void) const

virtual const RooArgSet *	GetFitInfo () const

HypoTestResult *	GetHypoTest () const override
	inherited methods from HypoTestCalculator interface

const ModelConfig *	GetNullModel (void) const

TestStatSampler *	GetTestStatSampler (void) const
	Returns instance of TestStatSampler.

TClass *	IsA () const override

void	SetAlternateModel (const ModelConfig &altModel) override
	Set the model for the alternate hypothesis (S+B)

void	SetData (RooAbsData &data) override
	Set the DataSet.

void	SetNullModel (const ModelConfig &nullModel) override
	set the model for the null hypothesis (only B)

void	Streamer (TBuffer &) override

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

void	UseSameAltToys ()
	Set this for re-using always the same toys for alternate hypothesis in case of calls at different null parameter points This is useful to get more stable bands when running the HypoTest inversion.

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

virtual void	SetCommonModel (const ModelConfig &model)
	Set a common model for both the null and alternate, add to the workspace if not already there.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Static Public Member Functions
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from RooStats::HypoTestCalculatorGeneric
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from RooStats::HypoTestCalculator
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

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

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

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

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	fPriorNuisanceAltExternal

RooAbsPdf *	fPriorNuisanceNull

bool	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 = `nullptr`
	)

inline

Definition at line 25 of file HybridCalculator.h.

◆ ~HybridCalculator()

RooStats::HybridCalculator::~HybridCalculator ( )

inlineoverride

Definition at line 43 of file HybridCalculator.h.

Member Function Documentation

◆ CheckHook()

int HybridCalculator::CheckHook ( void ) const

overrideprotectedvirtual

check whether all input is consistent

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 37 of file HybridCalculator.cxx.

◆ Class()

static TClass * RooStats::HybridCalculator::Class ( )

static

Returns: TClass describing this class

◆ Class_Name()

static const char * RooStats::HybridCalculator::Class_Name ( )

static

Returns: Name of this class

◆ Class_Version()

static constexpr Version_t RooStats::HybridCalculator::Class_Version ( )

inlinestaticconstexpr

Returns: Version of this class

Definition at line 109 of file HybridCalculator.h.

◆ DeclFileName()

static const char * RooStats::HybridCalculator::DeclFileName ( )

inlinestatic

Returns: Name of the file containing the class declaration

Definition at line 109 of file HybridCalculator.h.

◆ ForcePriorNuisanceAlt()

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

inlinevirtual

Definition at line 55 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 50 of file HybridCalculator.h.

◆ IsA()

TClass * RooStats::HybridCalculator::IsA ( ) const

inlineoverridevirtual

Returns: TClass describing current object

Reimplemented from RooStats::HypoTestCalculator.

Definition at line 109 of file HybridCalculator.h.

◆ PreAltHook()

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

overrideprotectedvirtual

configure TestStatSampler for the Alt run

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 103 of file HybridCalculator.cxx.

◆ PreNullHook()

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

overrideprotectedvirtual

configure TestStatSampler for the Null run

Reimplemented from RooStats::HypoTestCalculatorGeneric.

Definition at line 53 of file HybridCalculator.cxx.

◆ SetAlternateModel()

void RooStats::HybridCalculator::SetAlternateModel ( const ModelConfig & model )

inlineoverridevirtual

Set the model for the alternate hypothesis.

Implements RooStats::HypoTestCalculator.

Definition at line 68 of file HybridCalculator.h.

◆ SetNToysInTails()

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

inline

set least number of toys in tails

Definition at line 79 of file HybridCalculator.h.

◆ SetNullModel()

void RooStats::HybridCalculator::SetNullModel ( const ModelConfig & model )

inlineoverridevirtual

Set the model for the null hypothesis.

Implements RooStats::HypoTestCalculator.

Definition at line 61 of file HybridCalculator.h.

◆ SetToys()

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

inline

set number of toys

Definition at line 76 of file HybridCalculator.h.

◆ Streamer()

void RooStats::HybridCalculator::Streamer ( TBuffer & )

overridevirtual

Reimplemented from RooStats::HypoTestCalculator.

◆ StreamerNVirtual()

void RooStats::HybridCalculator::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 109 of file HybridCalculator.h.

Member Data Documentation

◆ fNToysAlt

int RooStats::HybridCalculator::fNToysAlt

protected

Definition at line 102 of file HybridCalculator.h.

◆ fNToysAltTail

int RooStats::HybridCalculator::fNToysAltTail

protected

Definition at line 106 of file HybridCalculator.h.

◆ fNToysNull

int RooStats::HybridCalculator::fNToysNull

protected

Definition at line 101 of file HybridCalculator.h.

◆ fNToysNullTail

int RooStats::HybridCalculator::fNToysNullTail

protected

Definition at line 105 of file HybridCalculator.h.

◆ fPriorNuisanceAlt

RooAbsPdf* RooStats::HybridCalculator::fPriorNuisanceAlt

protected

Definition at line 93 of file HybridCalculator.h.

◆ fPriorNuisanceAltExternal

bool RooStats::HybridCalculator::fPriorNuisanceAltExternal

protected

Definition at line 98 of file HybridCalculator.h.

◆ fPriorNuisanceNull

RooAbsPdf* RooStats::HybridCalculator::fPriorNuisanceNull

protected

Definition at line 92 of file HybridCalculator.h.

◆ fPriorNuisanceNullExternal

bool RooStats::HybridCalculator::fPriorNuisanceNullExternal

protected

Definition at line 97 of file HybridCalculator.h.

Libraries for RooStats::HybridCalculator:

[legend]

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

Static Public Member Functions

Protected Member Functions

Protected Attributes

Constructor & Destructor Documentation

◆ HybridCalculator()

◆ ~HybridCalculator()

Member Function Documentation

◆ CheckHook()

◆ Class()

◆ Class_Name()

◆ Class_Version()

◆ DeclFileName()

◆ ForcePriorNuisanceAlt()

◆ ForcePriorNuisanceNull()

◆ IsA()

◆ PreAltHook()

◆ PreNullHook()

◆ SetAlternateModel()

◆ SetNToysInTails()

◆ SetNullModel()

◆ SetToys()

◆ Streamer()

◆ StreamerNVirtual()

Member Data Documentation

◆ fNToysAlt

◆ fNToysAltTail

◆ fNToysNull

◆ fNToysNullTail

◆ fPriorNuisanceAlt

◆ fPriorNuisanceAltExternal

◆ fPriorNuisanceNull

◆ fPriorNuisanceNullExternal