RooAbsOptTestStatistic is the abstract base class for test statistics objects that evaluate a function or PDF at each point of a given dataset.

This class provides generic optimizations, such as caching and precalculation of constant terms that can be made for all such quantities

Implementations should define evaluatePartition(), which calculates the value of a (sub)range of the dataset and optionally combinedValue(), which combines the values calculated for each partition. If combinedValue() is not overloaded, the default implementation will add the partition results to obtain the combined result

Support for calculation in partitions is needed to allow multi-core parallelized calculation of test statistics

Definition at line 29 of file RooAbsOptTestStatistic.h.

Public Member Functions
	RooAbsOptTestStatistic ()
	Default Constructor. More...

	RooAbsOptTestStatistic (const char name, const char title, RooAbsReal &real, RooAbsData &data, const RooArgSet &projDeps, const char rangeName=0, const char addCoefRangeName=0, Int_t nCPU=1, RooFit::MPSplit interleave=RooFit::BulkPartition, Bool_t verbose=kTRUE, Bool_t splitCutRange=kFALSE, Bool_t cloneInputData=kTRUE)
	Constructor taking function (real), a dataset (data), a set of projected observables (projSet). More...

	RooAbsOptTestStatistic (const RooAbsOptTestStatistic &other, const char *name=0)
	Copy constructor. More...

virtual	~RooAbsOptTestStatistic ()
	Destructor. More...

virtual Double_t	combinedValue (RooAbsReal **gofArray, Int_t nVal) const
	Method to combined test statistic results calculated into partitions into the global result. More...

RooAbsReal &	function ()

const RooAbsReal &	function () const

RooAbsData &	data ()

const RooAbsData &	data () const

virtual const char *	cacheUniqueSuffix () const

virtual Bool_t	isDerived () const

void	seal (const char *notice="")

Bool_t	isSealed () const

const char *	sealNotice () const

Public Member Functions inherited from RooAbsTestStatistic
	RooAbsTestStatistic ()
	Default constructor. More...

	RooAbsTestStatistic (const char name, const char title, RooAbsReal &real, RooAbsData &data, const RooArgSet &projDeps, const char rangeName=0, const char addCoefRangeName=0, Int_t nCPU=1, RooFit::MPSplit interleave=RooFit::BulkPartition, Bool_t verbose=kTRUE, Bool_t splitCutRange=kTRUE)
	Constructor taking function (real), a dataset (data), a set of projected observables (projSet). More...

	RooAbsTestStatistic (const RooAbsTestStatistic &other, const char *name=0)
	Copy constructor. More...

virtual	~RooAbsTestStatistic ()
	Destructor. More...

virtual RooAbsTestStatistic *	create (const char name, const char title, RooAbsReal &real, RooAbsData &data, const RooArgSet &projDeps, const char rangeName=0, const char addCoefRangeName=0, Int_t nCPU=1, RooFit::MPSplit interleave=RooFit::BulkPartition, Bool_t verbose=kTRUE, Bool_t splitCutRange=kFALSE, Bool_t binnedL=kFALSE)=0

virtual Double_t	globalNormalization () const

Bool_t	setData (RooAbsData &data, Bool_t cloneData=kTRUE)
	Change dataset that is used to given one. More...

void	enableOffsetting (Bool_t flag)

Bool_t	isOffsetting () const

virtual Double_t	offset () const

virtual Double_t	offsetCarry () const

Public Member Functions inherited from RooAbsReal
	RooAbsReal ()
	coverity[UNINIT_CTOR] Default constructor More...

	RooAbsReal (const char name, const char title, const char *unit="")
	Constructor with unit label. More...

	RooAbsReal (const char name, const char title, Double_t minVal, Double_t maxVal, const char *unit="")
	Constructor with plot range and unit label. More...

	RooAbsReal (const RooAbsReal &other, const char *name=0)
	coverity[UNINIT_CTOR] Copy constructor More...

virtual	~RooAbsReal ()
	Destructor. More...

Double_t	getVal (const RooArgSet *set=0) const

Double_t	getVal (const RooArgSet &set) const

virtual Double_t	getValV (const RooArgSet *set=0) const
	Return value of object. More...

Double_t	getPropagatedError (const RooFitResult &fr)
	Calculate error on self by propagated errors on parameters with correlations as given by fit result The linearly propagated error is calculated as follows T error(x) = F_a(x) * Corr(a,a') F_a'(x) More...

Bool_t	operator== (Double_t value) const
	Equality operator comparing to a Double_t. More...

virtual Bool_t	operator== (const RooAbsArg &other)
	Equality operator when comparing to another RooAbsArg. More...

virtual Bool_t	isIdentical (const RooAbsArg &other, Bool_t assumeSameType=kFALSE)

const Text_t *	getUnit () const

void	setUnit (const char *unit)

TString	getTitle (Bool_t appendUnit=kFALSE) const
	Return this variable's title string. More...

RooAbsFunc *	bindVars (const RooArgSet &vars, const RooArgSet *nset=0, Bool_t clipInvalid=kFALSE) const
	Create an interface adaptor f(vars) that binds us to the specified variables (in arbitrary order). More...

RooAbsArg *	createFundamental (const char *newname=0) const
	Create a RooRealVar fundamental object with our properties. More...

virtual Int_t	getAnalyticalIntegralWN (RooArgSet &allVars, RooArgSet &analVars, const RooArgSet normSet, const char rangeName=0) const
	Variant of getAnalyticalIntegral that is also passed the normalization set that should be applied to the integrand of which the integral is request. More...

virtual Double_t	analyticalIntegralWN (Int_t code, const RooArgSet normSet, const char rangeName=0) const
	Implements the actual analytical integral(s) advertised by getAnalyticalIntegral. More...

virtual Int_t	getAnalyticalIntegral (RooArgSet &allVars, RooArgSet &analVars, const char *rangeName=0) const
	Interface function getAnalyticalIntergral advertises the analytical integrals that are supported. More...

virtual Double_t	analyticalIntegral (Int_t code, const char *rangeName=0) const
	Implements the actual analytical integral(s) advertised by getAnalyticalIntegral. More...

virtual Bool_t	forceAnalyticalInt (const RooAbsArg &) const

virtual void	forceNumInt (Bool_t flag=kTRUE)

Bool_t	getForceNumInt () const

virtual RooFitResult *	chi2FitTo (RooDataHist &data, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
	Perform a chi^2 fit to given histogram By default the fit is executed through the MINUIT commands MIGRAD, HESSE in succession. More...

virtual RooFitResult *	chi2FitTo (RooDataHist &data, const RooLinkedList &cmdList)
	Internal back-end function to steer chi2 fits. More...

virtual RooAbsReal *	createChi2 (RooDataHist &data, const RooLinkedList &cmdList)
	Internal back-end function to create a chi2. More...

virtual RooAbsReal *	createChi2 (RooDataHist &data, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
	Create a chi-2 from a histogram and this function. More...

virtual RooFitResult *	chi2FitTo (RooDataSet &xydata, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
	Create a chi-2 from a series of x and y value stored in a dataset. More...

virtual RooFitResult *	chi2FitTo (RooDataSet &xydata, const RooLinkedList &cmdList)
	Internal back-end function to steer chi2 fits. More...

virtual RooAbsReal *	createChi2 (RooDataSet &data, const RooLinkedList &cmdList)
	Internal back-end function to create a chi^2 from a function and a dataset. More...

virtual RooAbsReal *	createChi2 (RooDataSet &data, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
	Create a chi-2 from a series of x and y value stored in a dataset. More...

virtual RooAbsReal *	createProfile (const RooArgSet &paramsOfInterest)
	Create a RooProfileLL object that eliminates all nuisance parameters in the present function. More...

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooCmdArg &arg1, const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none()) const
	Create an object that represents the integral of the function over one or more observables listed in iset The actual integration calculation is only performed when the return object is evaluated. More...

RooAbsReal *	createIntegral (const RooArgSet &iset, const char *rangeName) const

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooArgSet &nset, const char *rangeName=0) const

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooArgSet &nset, const RooNumIntConfig &cfg, const char *rangeName=0) const

RooAbsReal *	createIntegral (const RooArgSet &iset, const RooNumIntConfig &cfg, const char *rangeName=0) const

virtual RooAbsReal *	createIntegral (const RooArgSet &iset, const RooArgSet nset=0, const RooNumIntConfig cfg=0, const char *rangeName=0) const
	Create an object that represents the integral of the function over one or more observables listed in iset The actual integration calculation is only performed when the return object is evaluated. More...

void	setParameterizeIntegral (const RooArgSet &paramVars)

RooAbsReal *	createRunningIntegral (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
	Create a running integral over this function, i.e. More...

RooAbsReal *	createRunningIntegral (const RooArgSet &iset, const RooCmdArg &arg1, const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
	Create an object that represents the running integral of the function over one or more observables listed in iset, i.e. More...

RooAbsReal *	createIntRI (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
	Utility function for createRunningIntegral that construct an object implementing the standard (analytical) integration technique for calculating the running integral. More...

RooAbsReal *	createScanRI (const RooArgSet &iset, const RooArgSet &nset, Int_t numScanBins, Int_t intOrder)
	Utility function for createRunningIntegral that construct an object implementing the numeric scanning technique for calculating the running integral. More...

virtual Int_t	getMaxVal (const RooArgSet &vars) const
	Advertise capability to determine maximum value of function for given set of observables. More...

virtual Double_t	maxVal (Int_t code) const
	Return maximum value for set of observables identified by code assigned in getMaxVal. More...

virtual Int_t	minTrialSamples (const RooArgSet &) const

void	setPlotLabel (const char *label)
	Set the label associated with this variable. More...

const char *	getPlotLabel () const
	Get the label associated with the variable. More...

virtual Double_t	defaultErrorLevel () const

const RooNumIntConfig *	getIntegratorConfig () const
	Return the numeric integration configuration used for this object. More...

RooNumIntConfig *	getIntegratorConfig ()
	Return the numeric integration configuration used for this object. More...

RooNumIntConfig *	specialIntegratorConfig () const
	Returns the specialized integrator configuration for this RooAbsReal. More...

RooNumIntConfig *	specialIntegratorConfig (Bool_t createOnTheFly)
	Returns the specialized integrator configuration for this RooAbsReal. More...

void	setIntegratorConfig ()
	Remove the specialized numeric integration configuration associated with this object. More...

void	setIntegratorConfig (const RooNumIntConfig &config)
	Set the given integrator configuration as default numeric integration configuration for this object. More...

virtual void	fixAddCoefNormalization (const RooArgSet &addNormSet=RooArgSet(), Bool_t force=kTRUE)
	Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables. More...

virtual void	fixAddCoefRange (const char *rangeName=0, Bool_t force=kTRUE)
	Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables. More...

virtual void	preferredObservableScanOrder (const RooArgSet &obs, RooArgSet &orderedObs) const
	Interface method for function objects to indicate their prefferred order of observables for scanning their values into a (multi-dimensional) histogram or RooDataSet. More...

virtual RooPlot *	plotOn (RooPlot *frame, const RooCmdArg &arg1=RooCmdArg(), const RooCmdArg &arg2=RooCmdArg(), const RooCmdArg &arg3=RooCmdArg(), const RooCmdArg &arg4=RooCmdArg(), const RooCmdArg &arg5=RooCmdArg(), const RooCmdArg &arg6=RooCmdArg(), const RooCmdArg &arg7=RooCmdArg(), const RooCmdArg &arg8=RooCmdArg(), const RooCmdArg &arg9=RooCmdArg(), const RooCmdArg &arg10=RooCmdArg()) const
	Plot (project) PDF on specified frame. More...

virtual RooPlot *	plotSliceOn (RooPlot frame, const RooArgSet &sliceSet, Option_t drawOptions="L", Double_t scaleFactor=1.0, ScaleType stype=Relative, const RooAbsData *projData=0) const
	OBSOLETE – RETAINED FOR BACKWARD COMPATIBILITY. Use the plotOn(frame,Slice(...)) instead. More...

TH1 *	fillHistogram (TH1 hist, const RooArgList &plotVars, Double_t scaleFactor=1, const RooArgSet projectedVars=0, Bool_t scaling=kTRUE, const RooArgSet *condObs=0, Bool_t setError=kTRUE) const
	Fill the ROOT histogram 'hist' with values sampled from this function at the bin centers. More...

TH1 *	createHistogram (const char *varNameList, Int_t xbins=0, Int_t ybins=0, Int_t zbins=0) const
	Create and fill a ROOT histogram TH1,TH2 or TH3 with the values of this function for the variables with given names The number of bins can be controlled using the [xyz]bins parameters. More...

TH1 *	createHistogram (const char *name, const RooAbsRealLValue &xvar, RooLinkedList &argList) const
	Internal method implementing createHistogram. More...

TH1 *	createHistogram (const char *name, const RooAbsRealLValue &xvar, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none()) const
	Create and fill a ROOT histogram TH1,TH2 or TH3 with the values of this function. More...

RooDataHist *	fillDataHist (RooDataHist hist, const RooArgSet nset, Double_t scaleFactor, Bool_t correctForBinVolume=kFALSE, Bool_t showProgress=kFALSE) const
	Fill a RooDataHist with values sampled from this function at the bin centers. More...

virtual Bool_t	readFromStream (std::istream &is, Bool_t compact, Bool_t verbose=kFALSE)
	Read object contents from stream (dummy for now) More...

virtual void	writeToStream (std::ostream &os, Bool_t compact) const
	Write object contents to stream (dummy for now) More...

virtual void	printValue (std::ostream &os) const
	Print object value. More...

virtual void	printMultiline (std::ostream &os, Int_t contents, Bool_t verbose=kFALSE, TString indent="") const
	Structure printing. More...

void	logEvalError (const char message, const char serverValueString=0) const
	Log evaluation error message. More...

virtual Bool_t	isBinnedDistribution (const RooArgSet &) const

virtual std::list< Double_t > *	binBoundaries (RooAbsRealLValue &, Double_t, Double_t) const

virtual std::list< Double_t > *	plotSamplingHint (RooAbsRealLValue &, Double_t, Double_t) const

RooGenFunction *	iGenFunction (RooRealVar &x, const RooArgSet &nset=RooArgSet())

RooMultiGenFunction *	iGenFunction (const RooArgSet &observables, const RooArgSet &nset=RooArgSet())

RooFunctor *	functor (const RooArgList &obs, const RooArgList &pars=RooArgList(), const RooArgSet &nset=RooArgSet()) const
	Return a RooFunctor object bound to this RooAbsReal with given definition of observables and parameters. More...

TF1 *	asTF (const RooArgList &obs, const RooArgList &pars=RooArgList(), const RooArgSet &nset=RooArgSet()) const
	Return a ROOT TF1,2,3 object bound to this RooAbsReal with given definition of observables and parameters. More...

RooDerivative *	derivative (RooRealVar &obs, Int_t order=1, Double_t eps=0.001)
	Return function representing first, second or third order derivative of this function. More...

RooDerivative *	derivative (RooRealVar &obs, const RooArgSet &normSet, Int_t order, Double_t eps=0.001)
	Return function representing first, second or third order derivative of this function. More...

RooAbsMoment *	moment (RooRealVar &obs, Int_t order, Bool_t central, Bool_t takeRoot)
	Return function representing moment of function of given order. More...

RooAbsMoment *	moment (RooRealVar &obs, const RooArgSet &normObs, Int_t order, Bool_t central, Bool_t takeRoot, Bool_t intNormObs)
	Return function representing moment of p.d.f (normalized w.r.t given observables) of given order. More...

RooAbsMoment *	mean (RooRealVar &obs)

RooAbsMoment *	mean (RooRealVar &obs, const RooArgSet &nset)

RooAbsMoment *	sigma (RooRealVar &obs)

RooAbsMoment *	sigma (RooRealVar &obs, const RooArgSet &nset)

Double_t	findRoot (RooRealVar &x, Double_t xmin, Double_t xmax, Double_t yval)
	Return value of x (in range xmin,xmax) at which function equals yval. More...

const RooAbsReal *	createPlotProjection (const RooArgSet &depVars, const RooArgSet &projVars) const
	Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot. More...

const RooAbsReal *	createPlotProjection (const RooArgSet &depVars, const RooArgSet &projVars, RooArgSet *&cloneSet) const
	Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot. More...

const RooAbsReal *	createPlotProjection (const RooArgSet &dependentVars, const RooArgSet projectedVars, RooArgSet &cloneSet, const char rangeName=0, const RooArgSet condObs=0) const
	Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot. More...

virtual RooPlot *	plotOn (RooPlot *frame, RooLinkedList &cmdList) const
	Internal back-end function of plotOn() with named arguments. More...

Public Member Functions inherited from RooAbsArg
	RooAbsArg ()
	Default constructor. More...

virtual	~RooAbsArg ()
	Destructor. More...

	RooAbsArg (const char name, const char title)
	Create an object with the specified name and descriptive title. More...

	RooAbsArg (const RooAbsArg &other, const char *name=0)
	Copy constructor transfers all boolean and string properties of the original object. More...

virtual TObject *	clone (const char *newname=0) const =0

virtual TObject *	Clone (const char *newname=0) const
	Make a clone of an object using the Streamer facility. More...

virtual RooAbsArg *	cloneTree (const char *newname=0) const
	Clone tree expression of objects. More...

Bool_t	isCloneOf (const RooAbsArg &other) const
	Check if this object was created as a clone of 'other'. More...

Bool_t	dependsOnValue (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0) const

Bool_t	dependsOnValue (const RooAbsArg &server, const RooAbsArg *ignoreArg=0) const

Bool_t	dependsOn (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0, Bool_t valueOnly=kFALSE) const
	Test whether we depend on (ie, are served by) any object in the specified collection. More...

Bool_t	dependsOn (const RooAbsArg &server, const RooAbsArg *ignoreArg=0, Bool_t valueOnly=kFALSE) const
	Test whether we depend on (ie, are served by) the specified object. More...

Bool_t	overlaps (const RooAbsArg &testArg, Bool_t valueOnly=kFALSE) const
	Test if any of the nodes of tree are shared with that of the given tree. More...

Bool_t	hasClients () const

TIterator *	clientIterator () const

TIterator *	valueClientIterator () const

TIterator *	shapeClientIterator () const

TIterator *	serverIterator () const

RooFIter	valueClientMIterator () const

RooFIter	shapeClientMIterator () const

RooFIter	serverMIterator () const

RooAbsArg *	findServer (const char *name) const

RooAbsArg *	findServer (const RooAbsArg &arg) const

RooAbsArg *	findServer (Int_t index) const

Bool_t	isValueServer (const RooAbsArg &arg) const

Bool_t	isValueServer (const char *name) const

Bool_t	isShapeServer (const RooAbsArg &arg) const

Bool_t	isShapeServer (const char *name) const

void	leafNodeServerList (RooAbsCollection list, const RooAbsArg arg=0, Bool_t recurseNonDerived=kFALSE) const
	Fill supplied list with all leaf nodes of the arg tree, starting with ourself as top node. More...

void	branchNodeServerList (RooAbsCollection list, const RooAbsArg arg=0, Bool_t recurseNonDerived=kFALSE) const
	Fill supplied list with all branch nodes of the arg tree starting with ourself as top node. More...

void	treeNodeServerList (RooAbsCollection list, const RooAbsArg arg=0, Bool_t doBranch=kTRUE, Bool_t doLeaf=kTRUE, Bool_t valueOnly=kFALSE, Bool_t recurseNonDerived=kFALSE) const
	Fill supplied list with nodes of the arg tree, following all server links, starting with ourself as top node. More...

virtual Bool_t	isFundamental () const

virtual Bool_t	isLValue () const

void	addParameters (RooArgSet &params, const RooArgSet *nset=0, Bool_t stripDisconnected=kTRUE) const
	INTERNAL helper function for getParameters() More...

RooArgSet *	getVariables (Bool_t stripDisconnected=kTRUE) const
	Return RooArgSet with all variables (tree leaf nodes of expresssion tree) More...

RooArgSet *	getParameters (const RooAbsData *data, Bool_t stripDisconnected=kTRUE) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that don't match any of the names of the variable list of the supplied data set (the dependents). More...

RooArgSet *	getParameters (const RooAbsData &data, Bool_t stripDisconnected=kTRUE) const

RooArgSet *	getParameters (const RooArgSet &set, Bool_t stripDisconnected=kTRUE) const

virtual RooArgSet *	getParameters (const RooArgSet *depList, Bool_t stripDisconnected=kTRUE) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that don't match any of the names the args in the supplied argset. More...

RooArgSet *	getObservables (const RooArgSet &set, Bool_t valueOnly=kTRUE) const

RooArgSet *	getObservables (const RooAbsData *data) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that match any of the names of the variable list of the supplied data set (the dependents). More...

RooArgSet *	getObservables (const RooAbsData &data) const

RooArgSet *	getObservables (const RooArgSet *depList, Bool_t valueOnly=kTRUE) const
	Create a list of leaf nodes in the arg tree starting with ourself as top node that match any of the names the args in the supplied argset. More...

Bool_t	observableOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const
	Test if any of the dependents of the arg tree (as determined by getObservables) overlaps with those of the testArg. More...

Bool_t	observableOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const
	Test if any of the dependents of the arg tree (as determined by getObservables) overlaps with those of the testArg. More...

virtual Bool_t	checkObservables (const RooArgSet *nset) const
	Overloadable function in which derived classes can implement consistency checks of the variables. More...

Bool_t	recursiveCheckObservables (const RooArgSet *nset) const
	Recursively call checkObservables on all nodes in the expression tree. More...

RooArgSet *	getComponents () const

RooArgSet *	getDependents (const RooArgSet &set) const

RooArgSet *	getDependents (const RooAbsData *set) const

RooArgSet *	getDependents (const RooArgSet *depList) const

Bool_t	dependentOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const

Bool_t	dependentOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const

Bool_t	checkDependents (const RooArgSet *nset) const

Bool_t	recursiveCheckDependents (const RooArgSet *nset) const

void	attachDataSet (const RooAbsData &set)
	Replace server nodes with names matching the dataset variable names with those data set variables, making this PDF directly dependent on the dataset. More...

void	attachDataStore (const RooAbsDataStore &set)
	Replace server nodes with names matching the dataset variable names with those data set variables, making this PDF directly dependent on the dataset. More...

virtual void	Print (Option_t *options=0) const
	Print TNamed name and title. More...

virtual void	printName (std::ostream &os) const
	Print object name. More...

virtual void	printTitle (std::ostream &os) const
	Print object title. More...

virtual void	printClassName (std::ostream &os) const
	Print object class name. More...

virtual void	printAddress (std::ostream &os) const
	Print class name of object. More...

virtual void	printArgs (std::ostream &os) const
	Print object arguments, ie its proxies. More...

virtual void	printMetaArgs (std::ostream &) const

virtual void	printTree (std::ostream &os, TString indent="") const
	Print object tree structure. More...

virtual Int_t	defaultPrintContents (Option_t *opt) const
	Define default contents to print. More...

void	setAttribute (const Text_t *name, Bool_t value=kTRUE)
	Set (default) or clear a named boolean attribute of this object. More...

Bool_t	getAttribute (const Text_t *name) const
	Check if a named attribute is set. By default, all attributes are unset. More...

const std::set< std::string > &	attributes () const

void	setStringAttribute (const Text_t key, const Text_t value)
	Associate string 'value' to this object under key 'key'. More...

const Text_t *	getStringAttribute (const Text_t *key) const
	Get string attribute mapped under key 'key'. More...

const std::map< std::string, std::string > &	stringAttributes () const

void	setTransientAttribute (const Text_t *name, Bool_t value=kTRUE)
	Set (default) or clear a named boolean attribute of this object. More...

Bool_t	getTransientAttribute (const Text_t *name) const
	Check if a named attribute is set. More...

const std::set< std::string > &	transientAttributes () const

Bool_t	isConstant () const

RooLinkedList	getCloningAncestors () const
	Return ancestors in cloning chain of this RooAbsArg. More...

Int_t	Compare (const TObject *other) const
	Utility function used by TCollection::Sort to compare contained TObjects We implement comparison by name, resulting in alphabetical sorting by object name. More...

virtual Bool_t	IsSortable () const

void	printDirty (Bool_t depth=kTRUE) const
	Print information about current value dirty state information. More...

virtual Bool_t	inRange (const char *) const

virtual Bool_t	hasRange (const char *) const

virtual void	optimizeCacheMode (const RooArgSet &observables)
	Activate cache mode optimization with given definition of observables. More...

virtual void	optimizeCacheMode (const RooArgSet &observables, RooArgSet &optNodes, RooLinkedList &processedNodes)
	Activate cache mode optimization with given definition of observables. More...

Bool_t	findConstantNodes (const RooArgSet &observables, RooArgSet &cacheList)
	Find branch nodes with all-constant parameters, and add them to the list of nodes that can be cached with a dataset in a test statistic calculation. More...

Bool_t	findConstantNodes (const RooArgSet &observables, RooArgSet &cacheList, RooLinkedList &processedNodes)
	Find branch nodes with all-constant parameters, and add them to the list of nodes that can be cached with a dataset in a test statistic calculation. More...

virtual CacheMode	canNodeBeCached () const

virtual void	setCacheAndTrackHints (RooArgSet &)

void	graphVizTree (const char fileName, const char delimiter="\n", bool useTitle=false, bool useLatex=false)
	Create a GraphViz .dot file visualizing the expression tree headed by this RooAbsArg object. More...

void	graphVizTree (std::ostream &os, const char *delimiter="\n", bool useTitle=false, bool useLatex=false)
	Write the GraphViz representation of the expression tree headed by this RooAbsArg object to the given ostream. More...

void	printComponentTree (const char indent="", const char namePat=0, Int_t nLevel=999)
	Print tree structure of expression tree on given ostream, only branch nodes are printed. More...

void	printCompactTree (const char indent="", const char fileName=0, const char namePat=0, RooAbsArg client=0)
	Print tree structure of expression tree on stdout, or to file if filename is specified. More...

void	printCompactTree (std::ostream &os, const char indent="", const char namePat=0, RooAbsArg *client=0)
	Print tree structure of expression tree on given ostream. More...

Bool_t	isShapeDirty () const

Bool_t	isValueDirty () const

Bool_t	isValueDirtyAndClear () const

Bool_t	isValueOrShapeDirtyAndClear () const

void	registerCache (RooAbsCache &cache)
	Register RooAbsCache with this object. More...

void	unRegisterCache (RooAbsCache &cache)
	Unregister a RooAbsCache. Called from the RooAbsCache destructor. More...

Int_t	numCaches () const
	Return number of registered caches. More...

RooAbsCache *	getCache (Int_t index) const
	Return registered cache object by index. More...

OperMode	operMode () const

void	setOperMode (OperMode mode, Bool_t recurseADirty=kTRUE)
	Change cache operation mode to given mode. More...

Bool_t	addOwnedComponents (const RooArgSet &comps)
	Take ownership of the contents of 'comps'. More...

const RooArgSet *	ownedComponents () const

void	setProhibitServerRedirect (Bool_t flag)

void	setValueDirty () const

void	setShapeDirty () const

void	clearValueAndShapeDirty () const

void	clearValueDirty () const

void	clearShapeDirty () const

const char *	aggregateCacheUniqueSuffix () const

void	wireAllCaches ()

const TNamed *	namePtr () const

void	SetName (const char *name)
	Change (i.e. More...

void	SetNameTitle (const char name, const char title)
	Change (i.e. set) all the TNamed parameters (name and title). More...

Bool_t	redirectServers (const RooAbsCollection &newServerList, Bool_t mustReplaceAll=kFALSE, Bool_t nameChange=kFALSE, Bool_t isRecursionStep=kFALSE)
	Iterator over _clientListValue. More...

Bool_t	recursiveRedirectServers (const RooAbsCollection &newServerList, Bool_t mustReplaceAll=kFALSE, Bool_t nameChange=kFALSE, Bool_t recurseInNewSet=kTRUE)

virtual void	serverNameChangeHook (const RooAbsArg , const RooAbsArg )

void	addServer (RooAbsArg &server, Bool_t valueProp=kTRUE, Bool_t shapeProp=kFALSE)
	Register another RooAbsArg as a server to us, ie, declare that we depend on it. More...

void	addServerList (RooAbsCollection &serverList, Bool_t valueProp=kTRUE, Bool_t shapeProp=kFALSE)
	Register a list of RooAbsArg as servers to us by calls addServer() for each arg in the list. More...

void	replaceServer (RooAbsArg &oldServer, RooAbsArg &newServer, Bool_t valueProp, Bool_t shapeProp)
	Replace 'oldServer' with 'newServer'. More...

void	changeServer (RooAbsArg &server, Bool_t valueProp, Bool_t shapeProp)
	Change dirty flag propagation mask for specified server. More...

void	removeServer (RooAbsArg &server, Bool_t force=kFALSE)
	Unregister another RooAbsArg as a server to us, ie, declare that we no longer depend on its value and shape. More...

RooAbsArg *	findNewServer (const RooAbsCollection &newSet, Bool_t nameChange) const
	Find the new server in the specified set that matches the old server. More...

RooExpensiveObjectCache &	expensiveObjectCache () const

virtual void	setExpensiveObjectCache (RooExpensiveObjectCache &cache)

virtual Bool_t	importWorkspaceHook (RooWorkspace &)

void	setLocalNoDirtyInhibit (Bool_t flag) const

Bool_t	localNoDirtyInhibit () const

virtual void	ioStreamerPass2 ()
	Prevent 'AlwaysDirty' mode for this node. More...

Public Member Functions inherited from TNamed
	TNamed ()

	TNamed (const char name, const char title)

	TNamed (const TString &name, const TString &title)

	TNamed (const TNamed &named)

TNamed &	operator= (const TNamed &rhs)
	TNamed assignment operator. More...

virtual	~TNamed ()

virtual void	Clear (Option_t *option="")
	Set name and title to empty strings (""). More...

virtual void	Copy (TObject &named) const
	Copy this to obj. More...

virtual void	FillBuffer (char *&buffer)
	Encode TNamed into output buffer. More...

virtual const char *	GetName () const
	Returns name of object. More...

virtual const char *	GetTitle () const
	Returns title of object. More...

virtual ULong_t	Hash () const
	Return hash value for this object. More...

virtual void	SetTitle (const char *title="")
	Change (i.e. set) the title of the TNamed. More...

virtual void	ls (Option_t *option="") const
	List TNamed name and title. More...

virtual Int_t	Sizeof () const
	Return size of the TNamed part of the TObject. More...

Public Member Functions inherited from TObject
	TObject ()

	TObject (const TObject &object)
	TObject copy ctor. More...

TObject &	operator= (const TObject &rhs)
	TObject assignment operator. More...

virtual	~TObject ()
	TObject destructor. More...

virtual void	AppendPad (Option_t *option="")
	Append graphics object to current pad. More...

virtual void	Browse (TBrowser *b)
	Browse object. May be overridden for another default action. More...

virtual const char *	ClassName () const
	Returns name of class to which the object belongs. More...

virtual void	Delete (Option_t *option="")
	Delete this object. More...

virtual Int_t	DistancetoPrimitive (Int_t px, Int_t py)
	Computes distance from point (px,py) to the object. More...

virtual void	Draw (Option_t *option="")
	Default Draw method for all objects. More...

virtual void	DrawClass () const
	Draw class inheritance tree of the class to which this object belongs. More...

virtual TObject *	DrawClone (Option_t *option="") const
	Draw a clone of this object in the current pad. More...

virtual void	Dump () const
	Dump contents of object on stdout. More...

virtual void	Execute (const char method, const char params, Int_t *error=0)
	Execute method on this object with the given parameter string, e.g. More...

virtual void	Execute (TMethod method, TObjArray params, Int_t *error=0)
	Execute method on this object with parameters stored in the TObjArray. More...

virtual void	ExecuteEvent (Int_t event, Int_t px, Int_t py)
	Execute action corresponding to an event at (px,py). More...

virtual TObject *	FindObject (const char *name) const
	Must be redefined in derived classes. More...

virtual TObject *	FindObject (const TObject *obj) const
	Must be redefined in derived classes. More...

virtual Option_t *	GetDrawOption () const
	Get option used by the graphics system to draw this object. More...

virtual UInt_t	GetUniqueID () const
	Return the unique object id. More...

virtual const char *	GetIconName () const
	Returns mime type name of object. More...

virtual Option_t *	GetOption () const

virtual char *	GetObjectInfo (Int_t px, Int_t py) const
	Returns string containing info about the object at position (px,py). More...

virtual Bool_t	HandleTimer (TTimer *timer)
	Execute action in response of a timer timing out. More...

virtual Bool_t	InheritsFrom (const char *classname) const
	Returns kTRUE if object inherits from class "classname". More...

virtual Bool_t	InheritsFrom (const TClass *cl) const
	Returns kTRUE if object inherits from TClass cl. More...

virtual void	Inspect () const
	Dump contents of this object in a graphics canvas. More...

virtual Bool_t	IsFolder () const
	Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). More...

virtual Bool_t	IsEqual (const TObject *obj) const
	Default equal comparison (objects are equal if they have the same address in memory). More...

Bool_t	IsOnHeap () const

Bool_t	IsZombie () const

virtual Bool_t	Notify ()
	This method must be overridden to handle object notification. More...

virtual void	Paint (Option_t *option="")
	This method must be overridden if a class wants to paint itself. More...

virtual void	Pop ()
	Pop on object drawn in a pad to the top of the display list. More...

virtual Int_t	Read (const char *name)
	Read contents of object with specified name from the current directory. More...

virtual void	RecursiveRemove (TObject *obj)
	Recursively remove this object from a list. More...

virtual void	SaveAs (const char filename="", Option_t option="") const
	Save this object in the file specified by filename. More...

virtual void	SavePrimitive (std::ostream &out, Option_t *option="")
	Save a primitive as a C++ statement(s) on output stream "out". More...

virtual void	SetDrawOption (Option_t *option="")
	Set drawing option for object. More...

virtual void	SetUniqueID (UInt_t uid)
	Set the unique object id. More...

virtual void	UseCurrentStyle ()
	Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. More...

virtual Int_t	Write (const char *name=0, Int_t option=0, Int_t bufsize=0)
	Write this object to the current directory. More...

virtual Int_t	Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const
	Write this object to the current directory. More...

void *	operator new (size_t sz)

void *	operator new[] (size_t sz)

void *	operator new (size_t sz, void *vp)

void *	operator new[] (size_t sz, void *vp)

void	operator delete (void *ptr)
	Operator delete. More...

void	operator delete[] (void *ptr)
	Operator delete []. More...

void	SetBit (UInt_t f, Bool_t set)
	Set or unset the user status bits as specified in f. More...

void	SetBit (UInt_t f)

void	ResetBit (UInt_t f)

Bool_t	TestBit (UInt_t f) const

Int_t	TestBits (UInt_t f) const

void	InvertBit (UInt_t f)

virtual void	Info (const char method, const char msgfmt,...) const
	Issue info message. More...

virtual void	Warning (const char method, const char msgfmt,...) const
	Issue warning message. More...

virtual void	Error (const char method, const char msgfmt,...) const
	Issue error message. More...

virtual void	SysError (const char method, const char msgfmt,...) const
	Issue system error message. More...

virtual void	Fatal (const char method, const char msgfmt,...) const
	Issue fatal error message. More...

void	AbstractMethod (const char *method) const
	Use this method to implement an "abstract" method that you don't want to leave purely abstract. More...

void	MayNotUse (const char *method) const
	Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary). More...

void	Obsolete (const char method, const char asOfVers, const char *removedFromVers) const
	Use this method to declare a method obsolete. More...

Public Member Functions inherited from RooPrintable
	RooPrintable ()

virtual	~RooPrintable ()

virtual void	printStream (std::ostream &os, Int_t contents, StyleOption style, TString indent="") const
	Print description of object on ostream, printing contents set by contents integer, which is interpreted as an OR of 'enum ContentsOptions' values and in the style given by 'enum StyleOption'. More...

virtual void	printExtras (std::ostream &os) const
	Interface to print extras of object. More...

virtual StyleOption	defaultPrintStyle (Option_t *opt) const

Protected Member Functions
Bool_t	setDataSlave (RooAbsData &data, Bool_t cloneData=kTRUE, Bool_t ownNewDataAnyway=kFALSE)
	cout << "RAOTS::setDataSlave(" << this << ") START" << endl ; Change dataset that is used to given one. More...

void	initSlave (RooAbsReal &real, RooAbsData &indata, const RooArgSet &projDeps, const char rangeName, const char addCoefRangeName)

virtual Bool_t	allowFunctionCache ()

void	constOptimizeTestStatistic (ConstOpCode opcode, Bool_t doAlsoTrackingOpt=kTRUE)
	Driver function to propagate constant term optimizations in test statistic. More...

virtual Bool_t	redirectServersHook (const RooAbsCollection &newServerList, Bool_t mustReplaceAll, Bool_t nameChange, Bool_t isRecursive)
	Catch server redirect calls and forward to internal clone of function. More...

virtual void	printCompactTreeHook (std::ostream &os, const char *indent="")
	Catch print hook function and forward to function clone. More...

virtual RooArgSet	requiredExtraObservables () const

void	optimizeCaching ()
	This method changes the value caching logic for all nodes that depends on any of the observables as defined by the given dataset. More...

void	optimizeConstantTerms (Bool_t, Bool_t=kTRUE)
	Driver function to activate global constant term optimization. More...

Protected Member Functions inherited from RooAbsTestStatistic
virtual Double_t	evaluate () const
	Calculates and return value of test statistic. More...

virtual Double_t	evaluatePartition (Int_t firstEvent, Int_t lastEvent, Int_t stepSize) const =0

virtual Double_t	getCarry () const

void	setMPSet (Int_t setNum, Int_t numSets)
	Set MultiProcessor set number identification of this instance. More...

void	setSimCount (Int_t simCount)

void	setEventCount (Int_t nEvents)

Int_t	numSets () const

Int_t	setNum () const

GOFOpMode	operMode () const

virtual Bool_t	processEmptyDataSets () const

Bool_t	initialize ()
	One-time initialization of the test statistic. More...

void	initSimMode (RooSimultaneous pdf, RooAbsData data, const RooArgSet projDeps, const char rangeName, const char *addCoefRangeName)
	Initialize simultaneous p.d.f processing mode. More...

void	initMPMode (RooAbsReal real, RooAbsData data, const RooArgSet projDeps, const char rangeName, const char *addCoefRangeName)
	Initialize multi-processor calculation mode. More...

Protected Member Functions inherited from RooAbsReal
virtual void	selectNormalization (const RooArgSet *depSet=0, Bool_t force=kFALSE)
	Interface function to force use of a given set of observables to interpret function value. More...

virtual void	selectNormalizationRange (const char *rangeName=0, Bool_t force=kFALSE)
	Interface function to force use of a given normalization range to interpret function value. More...

Bool_t	plotSanityChecks (RooPlot *frame) const
	Utility function for plotOn(), perform general sanity check on frame to ensure safe plotting operations. More...

void	makeProjectionSet (const RooAbsArg plotVar, const RooArgSet allVars, RooArgSet &projectedVars, Bool_t silent) const
	Utility function for plotOn() that constructs the set of observables to project when plotting ourselves as function of 'plotVar'. More...

TString	integralNameSuffix (const RooArgSet &iset, const RooArgSet nset=0, const char rangeName=0, Bool_t omitEmpty=kFALSE) const
	Construct string with unique suffix name to give to integral object that encodes integrated observables, normalization observables and the integration range name. More...

Bool_t	isSelectedComp () const
	If true, the current pdf is a selected component (for use in plotting) More...

RooFitResult *	chi2FitDriver (RooAbsReal &fcn, RooLinkedList &cmdList)
	Internal driver function for chi2 fits. More...

void	plotOnCompSelect (RooArgSet *selNodes) const
	Helper function for plotting of composite p.d.fs. More...

RooPlot *	plotOnWithErrorBand (RooPlot frame, const RooFitResult &fr, Double_t Z, const RooArgSet params, const RooLinkedList &argList, Bool_t method1) const
	Plot function or p.d.f. More...

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a) const
	Utility function for use in getAnalyticalIntegral(). More...

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b) const
	Utility function for use in getAnalyticalIntegral(). More...

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c) const
	Utility function for use in getAnalyticalIntegral(). More...

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c, const RooArgProxy &d) const
	Utility function for use in getAnalyticalIntegral(). More...

Bool_t	matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgSet &set) const
	Utility function for use in getAnalyticalIntegral(). More...

RooAbsReal *	createIntObj (const RooArgSet &iset, const RooArgSet nset, const RooNumIntConfig cfg, const char *rangeName) const
	Utility function for createIntegral that creates the actual integreal object. More...

void	findInnerMostIntegration (const RooArgSet &allObs, RooArgSet &innerObs, const char *rangeName) const
	Utility function for createIntObj() that aids in the construct of recursive integrals over functions with multiple observables with parameterized ranges. More...

virtual Bool_t	isValid () const
	Check if current value is valid. More...

virtual Bool_t	isValidReal (Double_t value, Bool_t printError=kFALSE) const
	Interface function to check if given value is a valid value for this object. More...

Double_t	traceEval (const RooArgSet *set) const
	Calculate current value of object, with error tracing wrapper. More...

virtual Bool_t	traceEvalHook (Double_t) const

virtual void	syncCache (const RooArgSet *set=0)

virtual void	copyCache (const RooAbsArg *source, Bool_t valueOnly=kFALSE, Bool_t setValDirty=kTRUE)
	Copy the cached value of another RooAbsArg to our cache. More...

virtual void	attachToTree (TTree &t, Int_t bufSize=32000)
	Attach object to a branch of given TTree. More...

virtual void	attachToVStore (RooVectorDataStore &vstore)

virtual void	setTreeBranchStatus (TTree &t, Bool_t active)
	(De)Activate associated tree branch More...

virtual void	fillTreeBranch (TTree &t)
	Fill the tree branch that associated with this object with its current value. More...

virtual RooPlot *	plotOn (RooPlot *frame, PlotOpt o) const

virtual RooPlot *	plotAsymOn (RooPlot *frame, const RooAbsCategoryLValue &asymCat, PlotOpt o) const

void	selectComp (Bool_t flag)

Protected Member Functions inherited from RooAbsArg
void	graphVizAddConnections (std::set< std::pair< RooAbsArg , RooAbsArg > > &)
	Utility function that inserts all point-to-point client-server connections between any two RooAbsArgs in the expression tree headed by this object in the linkSet argument. More...

virtual void	operModeHook ()

virtual void	optimizeDirtyHook (const RooArgSet *)

virtual void	getParametersHook (const RooArgSet , RooArgSet , Bool_t) const

virtual void	getObservablesHook (const RooArgSet , RooArgSet ) const

void	registerProxy (RooArgProxy &proxy)
	Register an RooArgProxy in the proxy list. More...

void	registerProxy (RooSetProxy &proxy)
	Register an RooSetProxy in the proxy list. More...

void	registerProxy (RooListProxy &proxy)
	Register an RooListProxy in the proxy list. More...

void	unRegisterProxy (RooArgProxy &proxy)
	Remove proxy from proxy list. More...

void	unRegisterProxy (RooSetProxy &proxy)
	Remove proxy from proxy list. More...

void	unRegisterProxy (RooListProxy &proxy)
	Remove proxy from proxy list. More...

RooAbsProxy *	getProxy (Int_t index) const
	Return the nth proxy from the proxy list. More...

void	setProxyNormSet (const RooArgSet *nset)
	Forward a change in the cached normalization argset to all the registered proxies. More...

Int_t	numProxies () const
	Return the number of registered proxies. More...

void	printAttribList (std::ostream &os) const
	Transient boolean attributes (not copied in ctor) More...

void	attachToStore (RooAbsDataStore &store)

TString	cleanBranchName () const
	Construct a mangled name from the actual name that is free of any math symbols that might be interpreted by TTree. More...

Bool_t	inhibitDirty () const
	Delete watch flag. More...

void	setValueDirty (const RooAbsArg *source) const
	Mark this object as having changed its value, and propagate this status change to all of our clients. More...

void	setShapeDirty (const RooAbsArg *source) const
	Mark this object as having changed its shape, and propagate this status change to all of our clients. More...

Protected Member Functions inherited from TObject
void	MakeZombie ()

virtual void	DoError (int level, const char location, const char fmt, va_list va) const
	Interface to ErrorHandler (protected). More...

Protected Attributes
RooArgSet *	_normSet

RooArgSet *	_funcCloneSet

RooAbsData *	_dataClone

RooAbsReal *	_funcClone

RooArgSet *	_projDeps

Bool_t	_ownData

Bool_t	_sealed

TString	_sealNotice

RooArgSet *	_funcObsSet

RooArgSet	_cachedNodes

RooAbsReal *	_origFunc
	List of nodes that are cached as constant expressions. More...

RooAbsData *	_origData

Bool_t	_optimized

Protected Attributes inherited from RooAbsTestStatistic
RooSetProxy	_paramSet

RooAbsReal *	_func

RooAbsData *	_data

const RooArgSet *	_projDeps

std::string	_rangeName

std::string	_addCoefRangeName

Bool_t	_splitRange

Int_t	_simCount

Bool_t	_verbose

Bool_t	_init

GOFOpMode	_gofOpMode
	Is object initialized. More...

Int_t	_nEvents

Int_t	_setNum

Int_t	_numSets

Int_t	_extSet

Int_t	_nGof
	Number of designated set to calculated extended term. More...

pRooAbsTestStatistic *	_gofArray

std::vector< RooFit::MPSplit >	_gofSplitMode
	Array of sub-contexts representing part of the combined test statistic. More...

Int_t	_nCPU
	GOF MP Split mode specified by component (when Auto is active) More...

pRooRealMPFE *	_mpfeArray

RooFit::MPSplit	_mpinterl
	Array of parallel execution frond ends. More...

Bool_t	_doOffset

Double_t	_offset

Double_t	_offsetCarry
	Offset. More...

Double_t	_evalCarry
	avoids loss of precision More...

Protected Attributes inherited from RooAbsReal
Double_t	_plotMin

Double_t	_plotMax

Int_t	_plotBins

Double_t	_value

TString	_unit

TString	_label

Bool_t	_forceNumInt

Float_t	_floatValue

Int_t	_intValue
	Transient cache for floating point values from tree branches. More...

Bool_t	_boolValue
	Transient cache for integer values from tree branches. More...

UChar_t	_byteValue
	Transient cache for bool values from tree branches. More...

Char_t	_sbyteValue
	Transient cache for byte values from tree branches. More...

UInt_t	_uintValue
	Transient cache for signed byte values from tree branches. More...

RooNumIntConfig *	_specIntegratorConfig

Bool_t	_treeVar

Bool_t	_selectComp

RooArgSet *	_lastNSet

Protected Attributes inherited from RooAbsArg
RooRefCountList	_serverList

RooRefCountList	_clientList

RooRefCountList	_clientListShape

RooRefCountList	_clientListValue

RooRefArray	_proxyList

std::deque< RooAbsCache * >	_cacheList

TIterator *	_clientShapeIter

TIterator *	_clientValueIter
	Iterator over _clientListShape. More...

std::set< std::string >	_boolAttrib

std::map< std::string, std::string >	_stringAttrib

std::set< std::string >	_boolAttribTransient

Bool_t	_deleteWatch

Bool_t	_valueDirty

Bool_t	_shapeDirty

OperMode	_operMode

Bool_t	_fast

RooArgSet *	_ownedComponents

Bool_t	_prohibitServerRedirect
	Set of owned component. More...

RooExpensiveObjectCache *	_eocache
	Prohibit server redirects – Debugging tool. More...

TNamed *	_namePtr

Bool_t	_isConstant
	Do not persist. Pointer to global instance of string that matches object named. More...

Bool_t	_localNoInhibitDirty
	Cached isConstant status. More...

Protected Attributes inherited from TNamed
TString	fName

TString	fTitle

Friends
class	RooAbsReal

Additional Inherited Members
Public Types inherited from RooAbsReal
enum	ScaleType { Raw, Relative, NumEvent, RelativeExpected }

enum	ErrorLoggingMode { PrintErrors, CollectErrors, CountErrors, Ignore }

typedef std::map< const RooAbsArg *, std::pair < std::string, std::list < EvalError > > >::const_iterator	EvalErrorIter

Public Types inherited from RooAbsArg
enum	ConstOpCode { Activate =0, DeActivate =1, ConfigChange =2, ValueChange =3 }

enum	CacheMode { Always =0, NotAdvised =1, Never =2 }

enum	OperMode { Auto =0, AClean =1, ADirty =2 }

Public Types inherited from TObject
enum	EStatusBits { kCanDelete = BIT(0), kMustCleanup = BIT(3), kObjInCanvas = BIT(3), kIsReferenced = BIT(4), kHasUUID = BIT(5), kCannotPick = BIT(6), kNoContextMenu = BIT(8), kInvalidObject = BIT(13) }

enum	{ kIsOnHeap = 0x01000000, kNotDeleted = 0x02000000, kZombie = 0x04000000, kBitMask = 0x00ffffff }

enum	{ kSingleKey = BIT(0), kOverwrite = BIT(1), kWriteDelete = BIT(2) }

Public Types inherited from RooPrintable
enum	ContentsOption { kName =1, kClassName =2, kValue =4, kArgs =8, kExtras =16, kAddress =32, kTitle =64, kCollectionHeader =128 }

enum	StyleOption { kInline =1, kSingleLine =2, kStandard =3, kVerbose =4, kTreeStructure =5 }

Static Public Member Functions inherited from RooAbsReal
static RooNumIntConfig *	defaultIntegratorConfig ()
	Returns the default numeric integration configuration for all RooAbsReals. More...

static void	setCacheCheck (Bool_t flag)
	Activate cache validation mode. More...

static ErrorLoggingMode	evalErrorLoggingMode ()
	Return current evaluation error logging mode. More...

static void	setEvalErrorLoggingMode (ErrorLoggingMode m)
	Set evaluation error logging mode. More...

static void	logEvalError (const RooAbsReal originator, const char origName, const char message, const char serverValueString=0)
	Interface to insert remote error logging messages received by RooRealMPFE into current error loggin stream. More...

static void	printEvalErrors (std::ostream &os=std::cout, Int_t maxPerNode=10000000)
	Print all outstanding logged evaluation error on the given ostream. More...

static Int_t	numEvalErrors ()
	Return the number of logged evaluation errors since the last clearing. More...

static Int_t	numEvalErrorItems ()

static EvalErrorIter	evalErrorIter ()

static void	clearEvalErrorLog ()
	Clear the stack of evaluation error messages. More...

static void	setHideOffset (Bool_t flag)

static Bool_t	hideOffset ()

Static Public Member Functions inherited from RooAbsArg
static void	verboseDirty (Bool_t flag)
	Activate verbose messaging related to dirty flag propagation. More...

static void	setDirtyInhibit (Bool_t flag)
	Control global dirty inhibit mode. More...

static UInt_t	crc32 (const char *data)

static UInt_t	crc32 (const char *data, ULong_t sz, UInt_t crc=0)

static UInt_t	fnv1a32 (const char *data)

static UInt_t	fnv1a32 (const char *data, ULong_t sz, UInt_t hash=fnv1a32start)

static ULong64_t	fnv1a64 (const char *data)

static ULong64_t	fnv1a64 (const char *data, ULong_t sz, ULong64_t hash=fnv1a64start)

static void	ioStreamerPass2Finalize ()
	Method called by workspace container to finalize schema evolution issues that cannot be handled in a single ioStreamer pass. More...

Static Public Member Functions inherited from TObject
static Long_t	GetDtorOnly ()
	Return destructor only flag. More...

static void	SetDtorOnly (void *obj)
	Set destructor only flag. More...

static Bool_t	GetObjectStat ()
	Get status of object stat flag. More...

static void	SetObjectStat (Bool_t stat)
	Turn on/off tracking of objects in the TObjectTable. More...

Static Public Member Functions inherited from RooPrintable
static std::ostream &	defaultPrintStream (std::ostream *os=0)
	Return a reference to the current default stream to use in Print(). More...

static void	nameFieldLength (Int_t newLen)
	Set length of field reserved from printing name of RooAbsArgs in multi-line collection printing to given amount. More...

Static Public Attributes inherited from RooAbsArg
static const UInt_t	fnv1a32start = 2166136261u

static const ULong64_t	fnv1a64start = (ULong64_t(3421674724u) << 32) \| ULong64_t(2216829733u)

static std::map< RooAbsArg , TRefArray >	_ioEvoList

static std::stack< RooAbsArg * >	_ioReadStack

Protected Types inherited from RooAbsTestStatistic
enum	GOFOpMode { SimMaster, MPMaster, Slave }

Static Protected Member Functions inherited from RooAbsReal
static void	globalSelectComp (Bool_t flag)
	Global switch controlling the activation of the selectComp() functionality. More...

Static Protected Attributes inherited from RooAbsReal
static Bool_t	_cacheCheck

static Bool_t	_globalSelectComp = kFALSE
	Component selection flag for RooAbsPdf::plotCompOn. More...

static Bool_t	_hideOffset = kTRUE

Static Protected Attributes inherited from RooAbsArg
static Bool_t	_verboseDirty

static Bool_t	_inhibitDirty

Static Protected Attributes inherited from RooPrintable
static Int_t	_nameLength

#include <RooAbsOptTestStatistic.h>

Inheritance diagram for RooAbsOptTestStatistic:

[legend]

Constructor & Destructor Documentation

RooAbsOptTestStatistic::RooAbsOptTestStatistic ( )

Default Constructor.

Definition at line 73 of file RooAbsOptTestStatistic.cxx.

RooAbsOptTestStatistic::RooAbsOptTestStatistic	(	const char *	name,
		const char *	title,
		RooAbsReal &	real,
		RooAbsData &	indata,
		const RooArgSet &	projDeps,
		const char *	rangeName = `0`,
		const char *	addCoefRangeName = `0`,
		Int_t	nCPU = `1`,
		RooFit::MPSplit	interleave = `RooFit::BulkPartition`,
		Bool_t	verbose = `kTRUE`,
		Bool_t	splitCutRange = `kFALSE`,
		Bool_t	cloneInputData = `kTRUE`
	)

Constructor taking function (real), a dataset (data), a set of projected observables (projSet).

If rangeName is not null, only events in the dataset inside the range will be used in the test statistic calculation. If addCoefRangeName is not null, all RooAddPdf component of 'real' will be instructed to fix their fraction definitions to the given named range. If nCPU is greater than 1 the test statistic calculation will be paralellized over multiple processes. By default the data is split with 'bulk' partitioning (each process calculates a contigious block of fraction 1/nCPU of the data). For binned data this approach may be suboptimal as the number of bins with >0 entries in each processing block many vary greatly thereby distributing the workload rather unevenly. If interleave is set to true, the interleave partitioning strategy is used where each partition i takes all bins for which (ibin % ncpu == i) which is more likely to result in an even workload. If splitCutRange is true, a different rangeName constructed as rangeName_{catName} will be used as range definition for each index state of a RooSimultaneous

Definition at line 109 of file RooAbsOptTestStatistic.cxx.

RooAbsOptTestStatistic::RooAbsOptTestStatistic	(	const RooAbsOptTestStatistic &	other,
		const char *	name = `0`
	)

Copy constructor.

Definition at line 142 of file RooAbsOptTestStatistic.cxx.

RooAbsOptTestStatistic::~RooAbsOptTestStatistic ( )

virtual

Destructor.

Definition at line 431 of file RooAbsOptTestStatistic.cxx.

Member Function Documentation

virtual Bool_t RooAbsOptTestStatistic::allowFunctionCache ( )

inlineprotectedvirtual

Reimplemented in RooXYChi2Var.

Definition at line 68 of file RooAbsOptTestStatistic.h.

Referenced by constOptimizeTestStatistic().

virtual const char* RooAbsOptTestStatistic::cacheUniqueSuffix ( ) const

inlinevirtual

Reimplemented from RooAbsArg.

Definition at line 50 of file RooAbsOptTestStatistic.h.

Double_t RooAbsOptTestStatistic::combinedValue	(	RooAbsReal **	array,
		Int_t	n
	)		const

virtual

Method to combined test statistic results calculated into partitions into the global result.

This default implementation adds the partition return values

Implements RooAbsTestStatistic.

Definition at line 453 of file RooAbsOptTestStatistic.cxx.

void RooAbsOptTestStatistic::constOptimizeTestStatistic	(	ConstOpCode	opcode,
		Bool_t	doAlsoTrackingOpt = `kTRUE`
	)

protectedvirtual

Driver function to propagate constant term optimizations in test statistic.

If code Activate is sent, constant term optimization will be executed. If code Deacivate is sent, any existing constant term optimizations will be abanoned. If codes ConfigChange or ValueChange are sent, any existing constant term optimizations will be redone.

Reimplemented from RooAbsTestStatistic.

Definition at line 506 of file RooAbsOptTestStatistic.cxx.

Referenced by RooAbsReal::plotAsymOn(), and RooAbsReal::plotOn().

RooAbsData & RooAbsOptTestStatistic::data ( )

Definition at line 818 of file RooAbsOptTestStatistic.cxx.

const RooAbsData & RooAbsOptTestStatistic::data ( ) const

Definition at line 834 of file RooAbsOptTestStatistic.cxx.

RooAbsReal& RooAbsOptTestStatistic::function ( )

inline

Definition at line 43 of file RooAbsOptTestStatistic.h.

const RooAbsReal& RooAbsOptTestStatistic::function ( ) const

inline

Definition at line 44 of file RooAbsOptTestStatistic.h.

void RooAbsOptTestStatistic::initSlave	(	RooAbsReal &	real,
		RooAbsData &	indata,
		const RooArgSet &	projDeps,
		const char *	rangeName,
		const char *	addCoefRangeName
	)

protected

Definition at line 171 of file RooAbsOptTestStatistic.cxx.

Referenced by RooAbsOptTestStatistic().

virtual Bool_t RooAbsOptTestStatistic::isDerived ( ) const

inlinevirtual

Reimplemented from RooAbsArg.

Definition at line 53 of file RooAbsOptTestStatistic.h.

Bool_t RooAbsOptTestStatistic::isSealed ( ) const

inline

Definition at line 56 of file RooAbsOptTestStatistic.h.

void RooAbsOptTestStatistic::optimizeCaching ( )

protected

This method changes the value caching logic for all nodes that depends on any of the observables as defined by the given dataset.

When evaluating a test statistic constructed from the RooAbsReal with a dataset the observables are guaranteed to change with every call, thus there is no point in tracking these changes which result in a net overhead. Thus for observable-dependent nodes, the evaluation mechanism is changed from being dependent on a 'valueDirty' flag to guaranteed evaluation. On the dataset side, the observables objects are modified to no longer send valueDirty messages to their client

Definition at line 580 of file RooAbsOptTestStatistic.cxx.

Referenced by initSlave(), and optimizeConstantTerms().

void RooAbsOptTestStatistic::optimizeConstantTerms	(	Bool_t	activate,
		Bool_t	applyTrackingOpt = `kTRUE`
	)

protected

Driver function to activate global constant term optimization.

If activated constant terms are found and cached with the dataset The operation mode of cached nodes is set to AClean meaning that their getVal() call will never result in an evaluate call. Finally the branches in the dataset that correspond to observables that are exclusively used in constant terms are disabled as they serve no more purpose

Definition at line 609 of file RooAbsOptTestStatistic.cxx.

Referenced by constOptimizeTestStatistic().

void RooAbsOptTestStatistic::printCompactTreeHook	(	std::ostream &	os,
		const char *	indent = `""`
	)

protectedvirtual

Catch print hook function and forward to function clone.

Reimplemented from RooAbsTestStatistic.

Definition at line 487 of file RooAbsOptTestStatistic.cxx.

Bool_t RooAbsOptTestStatistic::redirectServersHook	(	const RooAbsCollection &	newServerList,
		Bool_t	mustReplaceAll,
		Bool_t	nameChange,
		Bool_t	isRecursive
	)

protectedvirtual

Catch server redirect calls and forward to internal clone of function.

Reimplemented from RooAbsTestStatistic.

Definition at line 474 of file RooAbsOptTestStatistic.cxx.

virtual RooArgSet RooAbsOptTestStatistic::requiredExtraObservables ( ) const

inlineprotectedvirtual

Reimplemented in RooXYChi2Var.

Definition at line 73 of file RooAbsOptTestStatistic.h.

Referenced by optimizeCaching(), and optimizeConstantTerms().

void RooAbsOptTestStatistic::seal ( const char * notice = "" )

inline

Definition at line 55 of file RooAbsOptTestStatistic.h.

const char* RooAbsOptTestStatistic::sealNotice ( ) const

inline

Definition at line 57 of file RooAbsOptTestStatistic.h.

Referenced by data().

Bool_t RooAbsOptTestStatistic::setDataSlave	(	RooAbsData &	indata,
		Bool_t	cloneData = `kTRUE`,
		Bool_t	ownNewData = `kFALSE`
	)

protectedvirtual

cout << "RAOTS::setDataSlave(" << this << ") START" << endl ; Change dataset that is used to given one.

If cloneData is kTRUE, a clone of in the input dataset is made. If the test statistic was constructed with a range specification on the data, the cloneData argument is ignore and the data is always cloned.

Reimplemented from RooAbsTestStatistic.

Definition at line 752 of file RooAbsOptTestStatistic.cxx.