TestStatistic that returns the ratio of profiled likelihoods.

By default the calculation is:

\[ \log{ \frac{ \lambda( \mu_{alt} , {conditional \: MLE \: for \: alt \: nuisance}) } { \lambda(\mu_{null} , {conditional \: MLE \: for \: null \: nuisance}) } } \]

where \( \lambda \) is the profile likeihood ratio, so the MLE for the null and alternate are subtracted off.

If SetSubtractMLE(false) then it calculates:

Definition at line 73 of file RatioOfProfiledLikelihoodsTestStat.h.

Public Member Functions
	RatioOfProfiledLikelihoodsTestStat ()

	RatioOfProfiledLikelihoodsTestStat (RooAbsPdf &nullPdf, RooAbsPdf &altPdf, const RooArgSet *altPOI=0)

	~RatioOfProfiledLikelihoodsTestStat (void)

Double_t	ProfiledLikelihood (RooAbsData &data, RooArgSet &poi, RooAbsPdf &pdf)
	returns -logL(poi, conditonal MLE of nuisance params) subtract off the global MLE or not depending on the option It is the numerator or the denominator of the ratio (depending on the pdf) L.M. More...

virtual Double_t	Evaluate (RooAbsData &data, RooArgSet &nullParamsOfInterest)
	evaluate the ratio of profile likelihood More...

virtual void	EnableDetailedOutput (bool e=true)

void	SetReuseNLL (Bool_t flag)

void	SetMinimizer (const char *minimizer)

void	SetStrategy (Int_t strategy)

void	SetTolerance (Double_t tol)

void	SetPrintLevel (Int_t printLevel)

virtual void	SetConditionalObservables (const RooArgSet &set)

virtual const RooArgSet *	GetDetailedOutput (void) const
	return detailed output: for fits this can be pulls, processing time, ... The returned pointer will not loose validity until another call to Evaluate. More...

virtual const TString	GetVarName () const

void	SetSubtractMLE (bool subtract)

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

virtual bool	PValueIsRightTail (void) const
	Defines the sign convention of the test statistic. Overwrite function if necessary. More...

Static Public Member Functions
static void	SetAlwaysReuseNLL (Bool_t flag)

Private Attributes
ProfileLikelihoodTestStat	fNullProfile

ProfileLikelihoodTestStat	fAltProfile

RooArgSet *	fAltPOI

Bool_t	fSubtractMLE

bool	fDetailedOutputEnabled

RooArgSet *	fDetailedOutput

Static Private Attributes
static Bool_t	fgAlwaysReuseNll = kTRUE

#include <RooStats/RatioOfProfiledLikelihoodsTestStat.h>

Inheritance diagram for RooStats::RatioOfProfiledLikelihoodsTestStat:

Collaboration diagram for RooStats::RatioOfProfiledLikelihoodsTestStat:

Constructor & Destructor Documentation

RooStats::RatioOfProfiledLikelihoodsTestStat::RatioOfProfiledLikelihoodsTestStat ( )

inline

Definition at line 77 of file RatioOfProfiledLikelihoodsTestStat.h.

RooStats::RatioOfProfiledLikelihoodsTestStat::RatioOfProfiledLikelihoodsTestStat	(	RooAbsPdf &	nullPdf,
		RooAbsPdf &	altPdf,
		const RooArgSet *	altPOI = `0`
	)

inline

Definition at line 88 of file RatioOfProfiledLikelihoodsTestStat.h.

RooStats::RatioOfProfiledLikelihoodsTestStat::~RatioOfProfiledLikelihoodsTestStat ( void )

inline

Definition at line 106 of file RatioOfProfiledLikelihoodsTestStat.h.

Member Function Documentation

virtual void RooStats::RatioOfProfiledLikelihoodsTestStat::EnableDetailedOutput ( bool e = true )

inlinevirtual

Definition at line 121 of file RatioOfProfiledLikelihoodsTestStat.h.

Double_t RooStats::RatioOfProfiledLikelihoodsTestStat::Evaluate	(	RooAbsData &	data,
		RooArgSet &	nullParamsOfInterest
	)

virtual

evaluate the ratio of profile likelihood

Implements RooStats::TestStatistic.

Definition at line 49 of file RatioOfProfiledLikelihoodsTestStat.cxx.

virtual const RooArgSet* RooStats::RatioOfProfiledLikelihoodsTestStat::GetDetailedOutput ( void ) const

inlinevirtual

return detailed output: for fits this can be pulls, processing time, ... The returned pointer will not loose validity until another call to Evaluate.

Reimplemented from RooStats::TestStatistic.

Definition at line 158 of file RatioOfProfiledLikelihoodsTestStat.h.

virtual const TString RooStats::RatioOfProfiledLikelihoodsTestStat::GetVarName ( ) const

inlinevirtual

Implements RooStats::TestStatistic.

Definition at line 171 of file RatioOfProfiledLikelihoodsTestStat.h.

Double_t RooStats::RatioOfProfiledLikelihoodsTestStat::ProfiledLikelihood	(	RooAbsData &	data,
		RooArgSet &	poi,
		RooAbsPdf &	pdf
	)

returns -logL(poi, conditonal MLE of nuisance params) subtract off the global MLE or not depending on the option It is the numerator or the denominator of the ratio (depending on the pdf) L.M.

: not sure why this method is needed now

Definition at line 30 of file RatioOfProfiledLikelihoodsTestStat.cxx.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetAlwaysReuseNLL ( Bool_t flag )

static

Definition at line 22 of file RatioOfProfiledLikelihoodsTestStat.cxx.

virtual void RooStats::RatioOfProfiledLikelihoodsTestStat::SetConditionalObservables ( const RooArgSet & set )

inlinevirtual

Definition at line 153 of file RatioOfProfiledLikelihoodsTestStat.h.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetMinimizer ( const char * minimizer )

inline

Definition at line 134 of file RatioOfProfiledLikelihoodsTestStat.h.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetPrintLevel ( Int_t printLevel )

inline

Definition at line 146 of file RatioOfProfiledLikelihoodsTestStat.h.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetReuseNLL ( Bool_t flag )

inline

Definition at line 129 of file RatioOfProfiledLikelihoodsTestStat.h.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetStrategy ( Int_t strategy )

inline

Definition at line 138 of file RatioOfProfiledLikelihoodsTestStat.h.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetSubtractMLE ( bool subtract )

inline

Definition at line 175 of file RatioOfProfiledLikelihoodsTestStat.h.

void RooStats::RatioOfProfiledLikelihoodsTestStat::SetTolerance ( Double_t tol )

inline

Definition at line 142 of file RatioOfProfiledLikelihoodsTestStat.h.

Member Data Documentation

RooArgSet* RooStats::RatioOfProfiledLikelihoodsTestStat::fAltPOI

private

Definition at line 182 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by RatioOfProfiledLikelihoodsTestStat(), and ~RatioOfProfiledLikelihoodsTestStat().

ProfileLikelihoodTestStat RooStats::RatioOfProfiledLikelihoodsTestStat::fAltProfile

private

Definition at line 180 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by EnableDetailedOutput(), SetConditionalObservables(), SetMinimizer(), SetPrintLevel(), SetReuseNLL(), SetStrategy(), and SetTolerance().

RooArgSet* RooStats::RatioOfProfiledLikelihoodsTestStat::fDetailedOutput

private

Definition at line 187 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by GetDetailedOutput(), and ~RatioOfProfiledLikelihoodsTestStat().

bool RooStats::RatioOfProfiledLikelihoodsTestStat::fDetailedOutputEnabled

private

Definition at line 186 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by EnableDetailedOutput().

Bool_t RooStats::RatioOfProfiledLikelihoodsTestStat::fgAlwaysReuseNll = kTRUE

staticprivate

Definition at line 184 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by SetAlwaysReuseNLL().

ProfileLikelihoodTestStat RooStats::RatioOfProfiledLikelihoodsTestStat::fNullProfile

private

Definition at line 179 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by EnableDetailedOutput(), SetConditionalObservables(), SetMinimizer(), SetPrintLevel(), SetReuseNLL(), SetStrategy(), and SetTolerance().

Bool_t RooStats::RatioOfProfiledLikelihoodsTestStat::fSubtractMLE

private

Definition at line 183 of file RatioOfProfiledLikelihoodsTestStat.h.

Referenced by SetSubtractMLE().

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

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

Public Member Functions

Static Public Member Functions

Private Attributes

Static Private Attributes

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation