RooAbsReal is the common abstract base class for objects that represent a real value and implements functionality common to all real-valued objects such as the ability to plot them, to construct integrals of them, the ability to advertise (partial) analytical integrals etc.

Implementation of RooAbsReal may be derived, thus no interface is provided to modify the contents.

Definition at line 53 of file RooAbsReal.h.

Classes
class	EvalError

struct	PlotOpt

Public Types
enum	ErrorLoggingMode { PrintErrors , CollectErrors , CountErrors , Ignore }

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

enum	ScaleType { Raw , Relative , NumEvent , RelativeExpected }

Public Types inherited from RooAbsArg
enum	CacheMode { Always =0 , NotAdvised =1 , Never =2 }

enum	ConstOpCode { Activate =0 , DeActivate =1 , ConfigChange =2 , ValueChange =3 }

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

Public Types inherited from TObject
enum	{ kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff }

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

enum	EDeprecatedStatusBits { kObjInCanvas = BIT(3) }

enum	EStatusBits { kCanDelete = BIT(0) , kMustCleanup = BIT(3) , kIsReferenced = BIT(4) , kHasUUID = BIT(5) , kCannotPick = BIT(6) , kNoContextMenu = BIT(8) , kInvalidObject = BIT(13) }

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 }

Public Member Functions
	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...

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

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...

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

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...

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. More...

virtual RooFitResult *	chi2FitTo (RooDataHist &data, const RooLinkedList &cmdList)
	Perform a \( \chi^2 \) fit to given histogram. 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())
	Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset `xydata`. More...

virtual RooFitResult *	chi2FitTo (RooDataSet &xydata, const RooLinkedList &cmdList)
	Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset `xydata`. 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 \( \chi^2 \) variable from a histogram and this function. More...

virtual RooAbsReal *	createChi2 (RooDataHist &data, const RooLinkedList &cmdList)
	Create a \( \chi^2 \) variable from a histogram and this function. 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 values stored in a dataset. More...

virtual RooAbsReal *	createChi2 (RooDataSet &data, const RooLinkedList &cmdList)
	See RooAbsReal::createChi2(RooDataSet&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&) More...

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

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

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...

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 RooNumIntConfig &cfg, const char *rangeName=0) const

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...

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...

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...

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

RooAbsReal *	createRunningIntegral (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
	Calls createRunningIntegral(const RooArgSet&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&) 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 *	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 Double_t	defaultErrorLevel () const

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...

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...

virtual void	enableOffsetting (Bool_t)

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...

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...

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...

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 Bool_t	forceAnalyticalInt (const RooAbsArg &) const

virtual void	forceNumInt (Bool_t flag=kTRUE)

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...

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 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...

Bool_t	getForceNumInt () const

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

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

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

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

Double_t	getPropagatedError (const RooFitResult &fr, const RooArgSet &nset=RooArgSet())
	Calculate error on self by propagated errors on parameters with correlations as given by fit result The linearly propagated error is calculated as follows. More...

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

const Text_t *	getUnit () const

Double_t	getVal (const RooArgSet &set) const
	Evaluate object. Returns either cached value or triggers a recalculation. More...

Double_t	getVal (const RooArgSet *set=0) const
	Evaluate object. Returns either cached value or triggers a recalculation. More...

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

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

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

virtual Bool_t	isBinnedDistribution (const RooArgSet &) const

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

virtual Bool_t	isOffsetting () const

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

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

RooAbsMoment *	mean (RooRealVar &obs)

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

virtual Int_t	minTrialSamples (const RooArgSet &) const

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

virtual Double_t	offset () const

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

Bool_t	operator== (Double_t value) const
	Equality operator comparing to a Double_t. 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 *	plotOn (RooPlot *frame, RooLinkedList &cmdList) const
	Internal back-end function of plotOn() with named arguments. More...

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

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

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

virtual void	printValue (std::ostream &os) const
	Print object value. 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 Bool_t	setData (RooAbsData &, Bool_t=kTRUE)

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...

void	setParameterizeIntegral (const RooArgSet &paramVars)

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

void	setUnit (const char *unit)

RooAbsMoment *	sigma (RooRealVar &obs)

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

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...

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

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

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

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

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...

const char *	aggregateCacheUniqueSuffix () 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...

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

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...

virtual const char *	cacheUniqueSuffix () const

virtual CacheMode	canNodeBeCached () const

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

Bool_t	checkDependents (const RooArgSet *nset) const

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

void	clearShapeDirty () const

void	clearValueAndShapeDirty () const

void	clearValueDirty () const

TIterator *	clientIterator () const

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

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

virtual RooAbsArg *	cloneTree (const char *newname=0) const
	Clone tree expression of objects. 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 void	constOptimizeTestStatistic (ConstOpCode opcode, Bool_t doAlsoTrackingOpt=kTRUE)
	Interface function signaling a request to perform constant term optimization. More...

virtual RooAbsArg *	createFundamental (const char *newname=0) const =0

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

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

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

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

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

RooExpensiveObjectCache &	expensiveObjectCache () const

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...

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

RooAbsArg *	findServer (const char *name) const

RooAbsArg *	findServer (const RooAbsArg &arg) const

RooAbsArg *	findServer (Int_t index) const

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

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

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

RooArgSet *	getComponents () const

RooArgSet *	getDependents (const RooAbsData *set) const

RooArgSet *	getDependents (const RooArgSet &set) const

RooArgSet *	getDependents (const RooArgSet *depList) const

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

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

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 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...

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

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

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

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...

Bool_t	hasClients () const

virtual Bool_t	hasRange (const char *) const

virtual Bool_t	importWorkspaceHook (RooWorkspace &ws)

virtual Bool_t	inRange (const char *) const

virtual void	ioStreamerPass2 ()
	In which workspace do I live, if any. More...

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

Bool_t	isConstant () const

virtual Bool_t	isDerived () const

virtual Bool_t	isFundamental () const

virtual Bool_t	isIdentical (const RooAbsArg &other, Bool_t assumeSameType=kFALSE)=0

virtual Bool_t	isLValue () const

Bool_t	isShapeDirty () const

Bool_t	isShapeServer (const char *name) const

Bool_t	isShapeServer (const RooAbsArg &arg) const

virtual Bool_t	IsSortable () const

Bool_t	isValueDirty () const

Bool_t	isValueDirtyAndClear () const

Bool_t	isValueOrShapeDirtyAndClear () const

Bool_t	isValueServer (const char *name) const

Bool_t	isValueServer (const RooAbsArg &arg) 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...

Bool_t	localNoDirtyInhibit () const

const TNamed *	namePtr () const

Int_t	numCaches () const
	Return number of registered caches. 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	operator== (const RooAbsArg &other)=0

OperMode	operMode () 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	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...

const RooArgSet *	ownedComponents () const

virtual void	Print (Option_t *options=0) const
	Print TNamed name and title. 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	printClassName (std::ostream &os) const
	Print object class name. 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...

virtual void	printCompactTreeHook (std::ostream &os, const char *ind="")
	Hook function interface for object to insert additional information when printed in the context of a tree structure. 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	printDirty (Bool_t depth=kTRUE) const
	Print information about current value dirty state information. More...

virtual void	printMetaArgs (std::ostream &) const

virtual void	printMultiline (std::ostream &os, Int_t contents, Bool_t verbose=kFALSE, TString indent="") const
	Implement multi-line detailed printing. 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	printTree (std::ostream &os, TString indent="") const
	Print object tree structure. More...

virtual Bool_t	readFromStream (std::istream &is, Bool_t compact, Bool_t verbose=kFALSE)=0

Bool_t	recursiveCheckDependents (const RooArgSet *nset) const

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

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

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

virtual Bool_t	redirectServersHook (const RooAbsCollection &, Bool_t, Bool_t, Bool_t)

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

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

TIterator *	serverIterator () const

RooFIter	serverMIterator () const

virtual void	serverNameChangeHook (const RooAbsArg , const RooAbsArg )

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

virtual void	setCacheAndTrackHints (RooArgSet &)

virtual void	setExpensiveObjectCache (RooExpensiveObjectCache &cache)

void	setLocalNoDirtyInhibit (Bool_t flag) const

void	SetName (const char *name)
	Set the name of the TNamed. More...

void	SetNameTitle (const char name, const char title)
	Set all the TNamed parameters (name and title). More...

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

void	setProhibitServerRedirect (Bool_t flag)

void	setShapeDirty () const

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

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

void	setValueDirty () const

void	setWorkspace (RooWorkspace &ws)

TIterator *	shapeClientIterator () const

RooFIter	shapeClientMIterator () const

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

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

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...

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

TIterator *	valueClientIterator () const

RooFIter	valueClientMIterator () const

void	wireAllCaches ()

virtual void	writeToStream (std::ostream &os, Bool_t compact) const =0

Public Member Functions inherited from TNamed
	TNamed ()

	TNamed (const char name, const char title)

	TNamed (const TNamed &named)
	TNamed copy ctor. More...

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

virtual	~TNamed ()
	TNamed destructor. More...

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

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

virtual Int_t	Compare (const TObject *obj) const
	Compare two TNamed objects. 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 Bool_t	IsSortable () const

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

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

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

virtual void	SetName (const char *name)
	Set the name of the TNamed. More...

virtual void	SetNameTitle (const char name, const char title)
	Set all the TNamed parameters (name and title). More...

virtual void	SetTitle (const char *title="")
	Set the title of the TNamed. More...

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

Public Member Functions inherited from TObject
	TObject ()
	TObject constructor. More...

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

virtual	~TObject ()
	TObject destructor. 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...

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...

ULong_t	CheckedHash ()
	Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object. More...

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

virtual void	Clear (Option_t *="")

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

virtual Int_t	Compare (const TObject *obj) const
	Compare abstract method. More...

virtual void	Copy (TObject &object) const
	Copy this to obj. 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 selected pad for instance with: `gROOT->SetSelectedPad(gPad)`. More...

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

virtual void	Error (const char method, const char msgfmt,...) const
	Issue error message. 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 void	Fatal (const char method, const char msgfmt,...) const
	Issue fatal error message. 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 const char *	GetIconName () const
	Returns mime type name of object. More...

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

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

virtual Option_t *	GetOption () const

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

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

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

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

Bool_t	HasInconsistentHash () const
	Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e. More...

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

void	InvertBit (UInt_t f)

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

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

R__ALWAYS_INLINE Bool_t	IsOnHeap () const

virtual Bool_t	IsSortable () const

R__ALWAYS_INLINE Bool_t	IsZombie () const

virtual void	ls (Option_t *option="") const
	The ls function lists the contents of a class on stdout. 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...

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

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

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

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

void *	operator new (size_t sz)

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

void *	operator new[] (size_t sz)

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

TObject &	operator= (const TObject &rhs)
	TObject assignment operator. 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 void	Print (Option_t *option="") const
	This method must be overridden when a class wants to print itself. 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...

void	ResetBit (UInt_t f)

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...

void	SetBit (UInt_t f)

void	SetBit (UInt_t f, Bool_t set)
	Set or unset the user status bits as specified in f. 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	SysError (const char method, const char msgfmt,...) const
	Issue system error message. More...

R__ALWAYS_INLINE Bool_t	TestBit (UInt_t f) const

Int_t	TestBits (UInt_t f) const

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

Public Member Functions inherited from RooPrintable
	RooPrintable ()

virtual	~RooPrintable ()

virtual Int_t	defaultPrintContents (Option_t *opt) const
	Default choice of contents to be printed (name and value) More...

virtual StyleOption	defaultPrintStyle (Option_t *opt) const

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

virtual void	printArgs (std::ostream &os) const
	Interface for printing of object arguments. More...

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

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

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

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

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

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

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

Static Public Member Functions
static void	clearEvalErrorLog ()
	Clear the stack of evaluation error messages. More...

static RooNumIntConfig *	defaultIntegratorConfig ()
	Returns the default numeric integration configuration for all RooAbsReals. More...

static EvalErrorIter	evalErrorIter ()

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

static Bool_t	hideOffset ()

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 Int_t	numEvalErrorItems ()

static Int_t	numEvalErrors ()
	Return the number of logged evaluation errors since the last clearing. 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 void	setCacheCheck (Bool_t flag)
	Activate cache validation mode. More...

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

static void	setHideOffset (Bool_t flag)

Static Public Member Functions inherited from RooAbsArg
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 void	setDirtyInhibit (Bool_t flag)
	Control global dirty inhibit mode. More...

static void	verboseDirty (Bool_t flag)
	Activate verbose messaging related to dirty flag propagation. More...

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

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

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

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

virtual void	attachToVStore (RooVectorDataStore &vstore)

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

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...

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...

virtual Double_t	evaluate () const =0
	Evaluate this PDF / function / constant. Needs to be overridden by all derived classes. More...

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

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...

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...

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...

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...

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

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

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 PDF on frame with support for visualization of the uncertainty encoded in the given fit result fr. More...

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

void	selectComp (Bool_t flag)

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...

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

virtual void	syncCache (const RooArgSet *set=0)

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

virtual Bool_t	traceEvalHook (Double_t) const

Protected Member Functions inherited from RooAbsArg
void	attachToStore (RooAbsDataStore &store)

virtual void	attachToTree (TTree &t, Int_t bufSize=32000)=0
	Overloadable function for derived classes to implement attachment as branch to a TTree. More...

virtual void	attachToVStore (RooVectorDataStore &vstore)=0

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...

virtual void	copyCache (const RooAbsArg *source, Bool_t valueOnly=kFALSE, Bool_t setValDirty=kTRUE)=0

virtual void	fillTreeBranch (TTree &t)=0

virtual void	getObservablesHook (const RooArgSet , RooArgSet ) const

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

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

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...

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

virtual Bool_t	isValid () const
	WVE (08/21/01) Probably obsolete now. More...

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

virtual void	operModeHook ()

virtual void	optimizeDirtyHook (const RooArgSet *)

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

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

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

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

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

virtual void	setTreeBranchStatus (TTree &t, Bool_t active)=0

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...

virtual void	syncCache (const RooArgSet *nset=0)=0

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

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

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

Protected Member Functions inherited from TObject
virtual void	DoError (int level, const char location, const char fmt, va_list va) const
	Interface to ErrorHandler (protected). More...

void	MakeZombie ()

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

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

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

Float_t	_floatValue

Bool_t	_forceNumInt

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

TString	_label

RooArgSet *	_lastNSet

Int_t	_plotBins

Double_t	_plotMax

Double_t	_plotMin

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

Bool_t	_selectComp

RooNumIntConfig *	_specIntegratorConfig

Bool_t	_treeVar

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

TString	_unit

Double_t	_value

Protected Attributes inherited from RooAbsArg
std::set< std::string >	_boolAttrib

std::set< std::string >	_boolAttribTransient

std::deque< RooAbsCache * >	_cacheList

RooRefCountList	_clientList

RooRefCountList	_clientListShape

RooRefCountList	_clientListValue

TIterator *	_clientShapeIter

TIterator *	_clientValueIter
	Iterator over _clientListShape. More...

Bool_t	_deleteWatch

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

Bool_t	_fast

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

Bool_t	_localNoInhibitDirty
	Cached isConstant status. More...

RooWorkspace *	_myws
	Prevent 'AlwaysDirty' mode for this node. More...

TNamed *	_namePtr

OperMode	_operMode

RooArgSet *	_ownedComponents

Bool_t	_prohibitServerRedirect
	Set of owned component. More...

RooRefArray	_proxyList

RooRefCountList	_serverList

Bool_t	_shapeDirty

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

Bool_t	_valueDirty

Protected Attributes inherited from TNamed
TString	fName

TString	fTitle

Static Protected Attributes
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	_inhibitDirty

static Bool_t	_verboseDirty

Static Protected Attributes inherited from RooPrintable
static Int_t	_nameLength

Private Member Functions
Bool_t	matchArgsByName (const RooArgSet &allArgs, RooArgSet &matchedArgs, const TList &nameList) const
	Check if allArgs contains matching elements for each name in nameList. More...

Static Private Attributes
static Int_t	_evalErrorCount = 0

static std::map< const RooAbsArg *, std::pair< std::string, std::list< EvalError > > >	_evalErrorList

static ErrorLoggingMode	_evalErrorMode = RooAbsReal::PrintErrors

Friends
class	RooAbsAnaConvPdf

class	RooAbsOptGoodnessOfFit

class	RooAbsPdf
	Transient cache for unsigned integer values from tree branches. More...

class	RooAddModel

class	RooAddPdf

class	RooDataProjBinding

class	RooRealBinding

class	RooRealIntegral

class	RooRealProxy

class	RooRealSumFunc

class	RooRealSumPdf

class	RooVectorDataStore

Additional Inherited Members
Static Public Attributes inherited from RooAbsArg
static std::map< RooAbsArg , TRefArray >	_ioEvoList

static std::stack< RooAbsArg * >	_ioReadStack

static const UInt_t	fnv1a32start = 2166136261u

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

#include <RooAbsReal.h>

Inheritance diagram for RooAbsReal:

[legend]

Member Typedef Documentation

◆ EvalErrorIter

typedef std::map<constRooAbsArg*,std::pair<std::string,std::list<EvalError>>>::const_iterator RooAbsReal::EvalErrorIter

Definition at line 273 of file RooAbsReal.h.

Member Enumeration Documentation

◆ ErrorLoggingMode

enum RooAbsReal::ErrorLoggingMode

Enumerator
PrintErrors
CollectErrors
CountErrors
Ignore

Definition at line 263 of file RooAbsReal.h.

◆ ScaleType

enum RooAbsReal::ScaleType

Enumerator
Raw
Relative
NumEvent
RelativeExpected

Definition at line 218 of file RooAbsReal.h.

Constructor & Destructor Documentation

◆ RooAbsReal() [1/4]

RooAbsReal::RooAbsReal ( )

coverity[UNINIT_CTOR] Default constructor

Definition at line 129 of file RooAbsReal.cxx.

◆ RooAbsReal() [2/4]

RooAbsReal::RooAbsReal	(	const char *	name,
		const char *	title,
		const char *	unit = `""`
	)

Constructor with unit label.

Definition at line 138 of file RooAbsReal.cxx.

◆ RooAbsReal() [3/4]

RooAbsReal::RooAbsReal	(	const char *	name,
		const char *	title,
		Double_t	minVal,
		Double_t	maxVal,
		const char *	unit = `""`
	)

Constructor with plot range and unit label.

Definition at line 152 of file RooAbsReal.cxx.

◆ RooAbsReal() [4/4]

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

coverity[UNINIT_CTOR] Copy constructor

Definition at line 168 of file RooAbsReal.cxx.

◆ ~RooAbsReal()

RooAbsReal::~RooAbsReal ( )

virtual

Destructor.

Definition at line 185 of file RooAbsReal.cxx.

Member Function Documentation

◆ analyticalIntegral()

Double_t RooAbsReal::analyticalIntegral	(	Int_t	code,
		const char *	rangeName = `0`
	)		const

virtual

Implements the actual analytical integral(s) advertised by getAnalyticalIntegral.

This functions will only be called with codes returned by getAnalyticalIntegral, except code zero.

Reimplemented in RooGaussModel, MyPdfV3, RooArgusBG, RooBernstein, RooBifurGauss, RooBreitWigner, RooCBShape, RooChebychev, RooChiSquarePdf, RooDstD0BG, RooExponential, RooGamma, RooGaussian, RooGExpModel, RooJeffreysPrior, RooKeysPdf, RooLegendre, RooLognormal, RooNDKeysPdf, RooNonCentralChiSquare, RooNovosibirsk, RooParametricStepFunction, RooPoisson, RooPolynomial, RooSpHarmonic, RooUniform, RooAddition, RooConvCoefVar, RooEfficiency, RooHistFunc, RooHistPdf, RooMultiVarGaussian, RooPolyVar, RooProduct, and RooTruthModel.

Definition at line 362 of file RooAbsReal.cxx.

◆ analyticalIntegralWN()

Double_t RooAbsReal::analyticalIntegralWN	(	Int_t	code,
		const RooArgSet *	normSet,
		const char *	rangeName = `0`
	)		const

virtual

Implements the actual analytical integral(s) advertised by getAnalyticalIntegral.

This functions will only be called with codes returned by getAnalyticalIntegral, except code zero.

Reimplemented in ParamHistFunc, PiecewiseInterpolation, RooParamHistFunc, RooAbsAnaConvPdf, RooAbsCachedPdf, RooAbsCachedReal, RooAbsPdf, RooAddModel, RooAddPdf, RooEffProd, RooExtendPdf, RooProdPdf, RooProjectedPdf, RooRealSumFunc, RooRealSumPdf, and RooSimultaneous.

Definition at line 348 of file RooAbsReal.cxx.

◆ asTF()

TF1 * RooAbsReal::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.

Definition at line 4110 of file RooAbsReal.cxx.

◆ attachToTree()

void RooAbsReal::attachToTree	(	TTree &	t,
		Int_t	bufSize = `32000`
	)

protectedvirtual

Attach object to a branch of given TTree.

By default it will register the internal value cache RooAbsReal::_value as branch buffer for a Double_t tree branch with the same name as this object. If no Double_t branch is found with the name of this object, this method looks for a Float_t Int_t, UChar_t and UInt_t branch in that order. If any of these are found the buffer for that branch is set to a correctly typed conversion buffer in this RooRealVar. A flag is set that will cause copyCache to copy the object value from the appropriate conversion buffer instead of the _value buffer.

Implements RooAbsArg.

Reimplemented in RooRealVar.

Definition at line 3193 of file RooAbsReal.cxx.

◆ attachToVStore()

void RooAbsReal::attachToVStore ( RooVectorDataStore & vstore )

protectedvirtual

Implements RooAbsArg.

Reimplemented in RooRealVar.

Definition at line 3172 of file RooAbsReal.cxx.

◆ binBoundaries()

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

inlinevirtual

Reimplemented in ParamHistFunc, PiecewiseInterpolation, RooMomentMorphFunc, RooParamHistFunc, RooAddition, RooAddPdf, RooFormulaVar, RooHistFunc, RooHistPdf, RooProdPdf, RooProduct, RooRealSumFunc, and RooRealSumPdf.

Definition at line 279 of file RooAbsReal.h.

◆ bindVars()

RooAbsFunc * RooAbsReal::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).

For example, calling bindVars({x1,x3}) on an object F(x1,x2,x3,x4) returns an object f(x1,x3) that is evaluated using the current values of x2 and x4. The caller takes ownership of the returned adaptor.

Definition at line 3124 of file RooAbsReal.cxx.

◆ chi2FitDriver()

RooFitResult * RooAbsReal::chi2FitDriver	(	RooAbsReal &	fcn,
		RooLinkedList &	cmdList
	)

protected

Internal driver function for chi2 fits.

Definition at line 4545 of file RooAbsReal.cxx.

◆ chi2FitTo() [1/4]

RooFitResult * RooAbsReal::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()`
	)

virtual

Perform a \( \chi^2 \) fit to given histogram.

By default the fit is executed through the MINUIT commands MIGRAD, HESSE in succession

The following named arguments are supported

	Options to control construction of -log(L)
`Range(const char* name)`	Fit only data inside range with given name
`Range(Double_t lo, Double_t hi)`	Fit only data inside given range. A range named "fit" is created on the fly on all observables. Multiple comma separated range names can be specified.
`NumCPU(int num)`	Parallelize NLL calculation on num CPUs
`Optimize(Bool_t flag)`	Activate constant term optimization (on by default)
	Options to control flow of fit procedure
`InitialHesse(Bool_t flag)`	Flag controls if HESSE before MIGRAD as well, off by default
`Hesse(Bool_t flag)`	Flag controls if HESSE is run after MIGRAD, on by default
`Minos(Bool_t flag)`	Flag controls if MINOS is run after HESSE, on by default
`Minos(const RooArgSet& set)`	Only run MINOS on given subset of arguments
`Save(Bool_t flag)`	Flac controls if RooFitResult object is produced and returned, off by default
`Strategy(Int_t flag)`	Set Minuit strategy (0 through 2, default is 1)
`FitOptions(const char* optStr)`	Steer fit with classic options string (for backward compatibility). Use of this option excludes use of any of the new style steering options.
	Options to control informational output
`Verbose(Bool_t flag)`	Flag controls if verbose output is printed (NLL, parameter changes during fit
`Timer(Bool_t flag)`	Time CPU and wall clock consumption of fit steps, off by default
`PrintLevel(Int_t level)`	Set Minuit print level (-1 through 3, default is 1). At -1 all RooFit informational messages are suppressed as well
`Warnings(Bool_t flag)`	Enable or disable MINUIT warnings (enabled by default)
`PrintEvalErrors(Int_t numErr)`	Control number of p.d.f evaluation errors printed per likelihood evaluation. A negative value suppress output completely, a zero value will only print the error count per p.d.f component, a positive value is will print details of each error up to numErr messages per p.d.f component.

Reimplemented in RooAbsPdf.

Definition at line 4317 of file RooAbsReal.cxx.

◆ chi2FitTo() [2/4]

RooFitResult * RooAbsReal::chi2FitTo	(	RooDataHist &	data,
		const RooLinkedList &	cmdList
	)

virtual

Perform a \( \chi^2 \) fit to given histogram.

By default the fit is executed through the MINUIT commands MIGRAD, HESSE in succession

The following named arguments are supported

	Options to control construction of -log(L)
`Range(const char* name)`	Fit only data inside range with given name
`Range(Double_t lo, Double_t hi)`	Fit only data inside given range. A range named "fit" is created on the fly on all observables. Multiple comma separated range names can be specified.
`NumCPU(int num)`	Parallelize NLL calculation on num CPUs
`Optimize(Bool_t flag)`	Activate constant term optimization (on by default)
	Options to control flow of fit procedure
`InitialHesse(Bool_t flag)`	Flag controls if HESSE before MIGRAD as well, off by default
`Hesse(Bool_t flag)`	Flag controls if HESSE is run after MIGRAD, on by default
`Minos(Bool_t flag)`	Flag controls if MINOS is run after HESSE, on by default
`Minos(const RooArgSet& set)`	Only run MINOS on given subset of arguments
`Save(Bool_t flag)`	Flac controls if RooFitResult object is produced and returned, off by default
`Strategy(Int_t flag)`	Set Minuit strategy (0 through 2, default is 1)
`FitOptions(const char* optStr)`	Steer fit with classic options string (for backward compatibility). Use of this option excludes use of any of the new style steering options.
	Options to control informational output
`Verbose(Bool_t flag)`	Flag controls if verbose output is printed (NLL, parameter changes during fit
`Timer(Bool_t flag)`	Time CPU and wall clock consumption of fit steps, off by default
`PrintLevel(Int_t level)`	Set Minuit print level (-1 through 3, default is 1). At -1 all RooFit informational messages are suppressed as well
`Warnings(Bool_t flag)`	Enable or disable MINUIT warnings (enabled by default)
`PrintEvalErrors(Int_t numErr)`	Control number of p.d.f evaluation errors printed per likelihood evaluation. A negative value suppress output completely, a zero value will only print the error count per p.d.f component, a positive value is will print details of each error up to numErr messages per p.d.f component.

Reimplemented in RooAbsPdf, and RooAbsPdf.

Definition at line 4335 of file RooAbsReal.cxx.

◆ chi2FitTo() [3/4]

RooFitResult * RooAbsReal::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()`
	)

virtual

Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset xydata.

The y values can either be the event weights, or can be another column designated by the YVar() argument. The y value must have errors defined for the \( \chi^2 \) to be well defined.

	Options to control construction of the \( \chi^2 \)
`YVar(RooRealVar& yvar)`	Designate given column in dataset as Y value
`Integrate(Bool_t flag)`	Integrate function over range specified by X errors rather than take value at bin center.
	Options to control flow of fit procedure
`InitialHesse(Bool_t flag)`	Flag controls if HESSE before MIGRAD as well, off by default
`Hesse(Bool_t flag)`	Flag controls if HESSE is run after MIGRAD, on by default
`Minos(Bool_t flag)`	Flag controls if MINOS is run after HESSE, on by default
`Minos(const RooArgSet& set)`	Only run MINOS on given subset of arguments
`Save(Bool_t flag)`	Flac controls if RooFitResult object is produced and returned, off by default
`Strategy(Int_t flag)`	Set Minuit strategy (0 through 2, default is 1)
`FitOptions(const char* optStr)`	Steer fit with classic options string (for backward compatibility). Use of this option excludes use of any of the new style steering options.
	Options to control informational output
`Verbose(Bool_t flag)`	Flag controls if verbose output is printed (NLL, parameter changes during fit
`Timer(Bool_t flag)`	Time CPU and wall clock consumption of fit steps, off by default
`PrintLevel(Int_t level)`	Set Minuit print level (-1 through 3, default is 1). At -1 all RooFit informational messages are suppressed as well
`Warnings(Bool_t flag)`	Enable or disable MINUIT warnings (enabled by default)
`PrintEvalErrors(Int_t numErr)`	Control number of p.d.f evaluation errors printed per likelihood evaluation. A negative value suppress output completely, a zero value will only print the error count per p.d.f component, a positive value is will print details of each error up to numErr messages per p.d.f component.

Reimplemented in RooAbsPdf.

Definition at line 4441 of file RooAbsReal.cxx.

◆ chi2FitTo() [4/4]

RooFitResult * RooAbsReal::chi2FitTo	(	RooDataSet &	xydata,
		const RooLinkedList &	cmdList
	)

virtual

Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset xydata.

The y values can either be the event weights, or can be another column designated by the YVar() argument. The y value must have errors defined for the \( \chi^2 \) to be well defined.

	Options to control construction of the \( \chi^2 \)
`YVar(RooRealVar& yvar)`	Designate given column in dataset as Y value
`Integrate(Bool_t flag)`	Integrate function over range specified by X errors rather than take value at bin center.
	Options to control flow of fit procedure
`InitialHesse(Bool_t flag)`	Flag controls if HESSE before MIGRAD as well, off by default
`Hesse(Bool_t flag)`	Flag controls if HESSE is run after MIGRAD, on by default
`Minos(Bool_t flag)`	Flag controls if MINOS is run after HESSE, on by default
`Minos(const RooArgSet& set)`	Only run MINOS on given subset of arguments
`Save(Bool_t flag)`	Flac controls if RooFitResult object is produced and returned, off by default
`Strategy(Int_t flag)`	Set Minuit strategy (0 through 2, default is 1)
`FitOptions(const char* optStr)`	Steer fit with classic options string (for backward compatibility). Use of this option excludes use of any of the new style steering options.
	Options to control informational output
`Verbose(Bool_t flag)`	Flag controls if verbose output is printed (NLL, parameter changes during fit
`Timer(Bool_t flag)`	Time CPU and wall clock consumption of fit steps, off by default
`PrintLevel(Int_t level)`	Set Minuit print level (-1 through 3, default is 1). At -1 all RooFit informational messages are suppressed as well
`Warnings(Bool_t flag)`	Enable or disable MINUIT warnings (enabled by default)
`PrintEvalErrors(Int_t numErr)`	Control number of p.d.f evaluation errors printed per likelihood evaluation. A negative value suppress output completely, a zero value will only print the error count per p.d.f component, a positive value is will print details of each error up to numErr messages per p.d.f component.

Reimplemented in RooAbsPdf.

Definition at line 4459 of file RooAbsReal.cxx.

◆ clearEvalErrorLog()

void RooAbsReal::clearEvalErrorLog ( )

static

Clear the stack of evaluation error messages.

Definition at line 3741 of file RooAbsReal.cxx.

◆ copyCache()

void RooAbsReal::copyCache	(	const RooAbsArg *	source,
		Bool_t	valueOnly = `kFALSE`,
		Bool_t	setValDirty = `kTRUE`
	)

protectedvirtual

Copy the cached value of another RooAbsArg to our cache.

Warning: This function copies the cached values of source, it is the callers responsibility to make sure the cache is clean

Implements RooAbsArg.

Reimplemented in RooAbsRealLValue, and RooRealVar.

Definition at line 3142 of file RooAbsReal.cxx.

◆ createChi2() [1/4]

RooAbsReal * 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()`
	)

virtual

Create a \( \chi^2 \) variable from a histogram and this function.

The following named arguments are supported

	Options to control construction of the \( \chi^2 \)
`DataError(RooAbsData::ErrorType)`	Choose between Poisson errors and Sum-of-weights errors
`NumCPU(Int_t)`	Activate parallel processing feature on N processes
`Range()`	Calculate \( \chi^2 \) only in selected region

Parameters

data	Histogram with data

Returns: \( \chi^2 \) variable

Reimplemented in RooAbsPdf, and RooAbsPdf.

Definition at line 4369 of file RooAbsReal.cxx.

◆ createChi2() [2/4]

RooAbsReal * RooAbsReal::createChi2	(	RooDataHist &	data,
		const RooLinkedList &	cmdList
	)

virtual

Create a \( \chi^2 \) variable from a histogram and this function.

The following named arguments are supported

	Options to control construction of the \( \chi^2 \)
`DataError(RooAbsData::ErrorType)`	Choose between Poisson errors and Sum-of-weights errors
`NumCPU(Int_t)`	Activate parallel processing feature on N processes
`Range()`	Calculate \( \chi^2 \) only in selected region

Parameters

data	Histogram with data

Returns: \( \chi^2 \) variable

Parameters

cmdList List with RooCmdArg() from the table

Reimplemented in RooAbsPdf.

Definition at line 4385 of file RooAbsReal.cxx.

◆ createChi2() [3/4]

RooAbsReal * 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()`
	)

virtual

Create a \( \chi^2 \) from a series of x and y values stored in a dataset.

The y values can either be the event weights (default), or can be another column designated by the YVar() argument. The y value must have errors defined for the \( \chi^2 \) to be well defined.

The following named arguments are supported

	Options to control construction of the \( \chi^2 \)
`YVar(RooRealVar& yvar)`	Designate given column in dataset as Y value
`Integrate(Bool_t flag)`	Integrate function over range specified by X errors rather than take value at bin center.

Reimplemented in RooAbsPdf.

Definition at line 4493 of file RooAbsReal.cxx.

◆ createChi2() [4/4]

RooAbsReal * RooAbsReal::createChi2	(	RooDataSet &	data,
		const RooLinkedList &	cmdList
	)

virtual

See RooAbsReal::createChi2(RooDataSet&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&)

Reimplemented in RooAbsPdf, and RooAbsPdf.

Definition at line 4510 of file RooAbsReal.cxx.

◆ createFundamental()

RooAbsArg * RooAbsReal::createFundamental ( const char * newname = 0 ) const

virtual

Create a RooRealVar fundamental object with our properties.

The new object will be created without any fit limits.

Implements RooAbsArg.

Definition at line 3310 of file RooAbsReal.cxx.

◆ createHistogram() [1/3]

TH1 * RooAbsReal::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.

Parameters

[in]	name	Name of the ROOT histogram
[in]	xvar	Observable to be mapped on x axis of ROOT histogram
[in]	arg[0-9]	Arguments according to list below

Returns: TH1 *, one of TH{1,2,3}. The caller takes ownership.

	Effect on histogram creation
`IntrinsicBinning()`	Apply binning defined by function or pdf (as advertised via binBoundaries() method)
`Binning(const char* name)`	Apply binning with given name to x axis of histogram
`Binning(RooAbsBinning& binning)`	Apply specified binning to x axis of histogram
`Binning(int nbins, [double lo, double hi])`	Apply specified binning to x axis of histogram
`ConditionalObservables(const RooArgSet& set)`	Do not normalized PDF over following observables when projecting PDF into histogram
`Scaling(Bool_t)`	Apply density-correction scaling (multiply by bin volume), default is kTRUE
`Extended(Bool_t)`	Plot event yield instead of probability density (for extended pdfs only)
`YVar(const RooAbsRealLValue& var,...)`	Observable to be mapped on y axis of ROOT histogram. The YVar() and ZVar() arguments can be supplied with optional Binning() arguments to control the binning of the Y and Z axes, e.g. createHistogram("histo",x,Binning(-1,1,20), YVar(y,Binning(-1,1,30)), ZVar(z,Binning("zbinning"))) RooAbsReal::createHistogram 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 w... Definition:* RooAbsReal.cxx:1255 y Double_t y[n] Definition: legend1.C:17 x Double_t x[n] Definition: legend1.C:17 RooFit::Binning RooCmdArg Binning(const RooAbsBinning &binning) Definition: RooGlobalFunc.cxx:81 RooFit::YVar RooCmdArg YVar(const RooAbsRealLValue &var, const RooCmdArg &arg=RooCmdArg::none()) Definition: RooGlobalFunc.cxx:236 RooFit::ZVar RooCmdArg ZVar(const RooAbsRealLValue &var, const RooCmdArg &arg=RooCmdArg::none()) Definition: RooGlobalFunc.cxx:237
`ZVar(const RooAbsRealLValue& var,...)`	Observable to be mapped on z axis of ROOT histogram

Definition at line 1336 of file RooAbsReal.cxx.

◆ createHistogram() [2/3]

TH1 * RooAbsReal::createHistogram	(	const char *	name,
		const RooAbsRealLValue &	xvar,
		RooLinkedList &	argList
	)		const

Internal method implementing createHistogram.

Definition at line 1354 of file RooAbsReal.cxx.

◆ createHistogram() [3/3]

TH1 * RooAbsReal::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.

Parameters

[in]	varNameList	List of variables to use for x, y, z axis, separated by ':'
[in]	xbins	Number of bins for first variable
[in]	ybins	Number of bins for second variable
[in]	zbins	Number of bins for third variable

Returns: TH1*, which is one of TH[1-3]. The histogram is owned by the caller.

For a greater degree of control use RooAbsReal::createHistogram(const char *, const RooAbsRealLValue&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&) const

Definition at line 1255 of file RooAbsReal.cxx.

◆ createIntegral() [1/6]

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

inline

Definition at line 148 of file RooAbsReal.h.

◆ createIntegral() [2/6]

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

inline

Definition at line 152 of file RooAbsReal.h.

◆ createIntegral() [3/6]

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

inline

Definition at line 156 of file RooAbsReal.h.

◆ createIntegral() [4/6]

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

virtual

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.

The name of the integral object is automatically constructed from the name of the input function, the variables it integrates and the range integrates over. If nset is specified the integrand is request to be normalized over nset (only meaningful when the integrand is a pdf). If rangename is specified the integral is performed over the named range, otherwise it is performed over the domain of each integrated observable. If cfg is specified it will be used to configure any numeric integration aspect of the integral. It will not force the integral to be performed numerically, which is decided automatically by RooRealIntegral

Reimplemented in RooRealIntegral.

Definition at line 543 of file RooAbsReal.cxx.

◆ createIntegral() [5/6]

RooAbsReal * 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.

The name of the integral object is automatically constructed from the name of the input function, the variables it integrates and the range integrates over

The following named arguments are accepted

	Effect on integral creation
`NormSet(const RooArgSet&)`	Specify normalization set, mostly useful when working with PDFS
`NumIntConfig(const RooNumIntConfig&)`	Use given configuration for any numeric integration, if necessary
`Range(const char* name)`	Integrate only over given range. Multiple ranges may be specified by passing multiple Range() arguments

Definition at line 502 of file RooAbsReal.cxx.

◆ createIntegral() [6/6]

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

inline

Definition at line 161 of file RooAbsReal.h.

◆ createIntObj()

RooAbsReal * RooAbsReal::createIntObj	(	const RooArgSet &	iset,
		const RooArgSet *	nset,
		const RooNumIntConfig *	cfg,
		const char *	rangeName
	)		const

protected

Utility function for createIntegral that creates the actual integreal object.

Definition at line 577 of file RooAbsReal.cxx.

◆ createIntRI()

RooAbsReal * 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.

Definition at line 4018 of file RooAbsReal.cxx.

◆ createPlotProjection() [1/3]

const RooAbsReal * 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.

Create a new object \( G \) that represents the normalized projection:

\[ G[x,p] = \frac{\int F[x,y,p] \; \mathrm{d}\{y\}} {\int F[x,y,p] \; \mathrm{d}\{x\} \, \mathrm{d}\{y\}} \]

where \( F[x,y,p] \) is the function we represent, and \( \{ p \} \) are the remaining variables ("parameters").

Parameters

[in]	dependentVars	Dependent variables over which to normalise, \( \{x\} \)
[in]	projectedVars	Variables to project out, \( \{ y \} \)
[out]	cloneSet	Will be set to a RooArgSet, which will contain a clone of this plus its projection integral object. The latter will also be returned. The caller takes ownership of this set.
[in]	rangeName	Optional range for projection integrals
[in]	condObs	Conditional observables, which are not integrated for normalisation, even if they are in `dependentVars` or `projectedVars`

Returns: A pointer to the newly created object, or else zero in case of an error. The caller is responsible for deleting the contents of cloneSet (which includes the returned projection object)

Definition at line 867 of file RooAbsReal.cxx.

◆ createPlotProjection() [2/3]

const RooAbsReal * 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.

createPlotProjection()

Definition at line 835 of file RooAbsReal.cxx.

◆ createPlotProjection() [3/3]

const RooAbsReal * 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.

createPlotProjection()

Definition at line 822 of file RooAbsReal.cxx.

◆ createProfile()

RooAbsReal * RooAbsReal::createProfile ( const RooArgSet & paramsOfInterest )

virtual

Create a RooProfileLL object that eliminates all nuisance parameters in the present function.

The nuisance parameters are defined as all parameters of the function except the stated paramsOfInterest

Reimplemented in RooProfileLL.

Definition at line 462 of file RooAbsReal.cxx.

◆ createRunningIntegral() [1/2]

RooAbsReal * RooAbsReal::createRunningIntegral	(	const RooArgSet &	iset,
		const RooArgSet &	nset = `RooArgSet()`
	)

Calls createRunningIntegral(const RooArgSet&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&, const RooCmdArg&)

Definition at line 3895 of file RooAbsReal.cxx.

◆ createRunningIntegral() [2/2]

RooAbsReal * 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.

\[ \int_{x_\mathrm{lo}}^x f(x') \, \mathrm{d}x' \]

The actual integration calculation is only performed when the return object is evaluated. The name of the integral object is automatically constructed from the name of the input function, the variables it integrates and the range integrates over. The default strategy to calculate the running integrals is

If the integrand (this object) supports analytical integration, construct an integral object that calculate the running integrals value by calculating the analytical integral each time the running integral object is evaluated
If the integrand (this object) requires numeric integration to construct the running integral create an object of class RooNumRunningInt which first samples the entire function and integrates the sampled function numerically. This method has superior performance as there is no need to perform a full (numeric) integration for each evaluation of the running integral object, but only when one of its parameters has changed.

The choice of strategy can be changed with the ScanAll() argument, which forces the use of the scanning technique implemented in RooNumRunningInt for all use cases, and with the ScanNone() argument which forces the 'integrate each evaluation' technique for all use cases. The sampling granularity for the scanning technique can be controlled with the ScanParameters technique which allows to specify the number of samples to be taken, and to which order the resulting running integral should be interpolated. The default values are 1000 samples and 2nd order interpolation.

The following named arguments are accepted

	Effect on integral creation
`SupNormSet(const RooArgSet&)`	Observables over which should be normalized in addition to the integration observables
`ScanParameters(Int_t nbins, Int_t intOrder)`	Parameters for scanning technique of making CDF: number of sampled bins and order of interpolation applied on numeric cdf
`ScanNum()`	Apply scanning technique if cdf integral involves numeric integration
`ScanAll()`	Always apply scanning technique
`ScanNone()`	Never apply scanning technique

Definition at line 3939 of file RooAbsReal.cxx.

◆ createScanRI()

RooAbsReal * 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.

Definition at line 4001 of file RooAbsReal.cxx.

◆ defaultErrorLevel()

virtual Double_t RooAbsReal::defaultErrorLevel ( ) const

inlinevirtual

Reimplemented in RooAddition, RooChi2Var, RooFormulaVar, RooNLLVar, and RooXYChi2Var.

Definition at line 190 of file RooAbsReal.h.

◆ defaultIntegratorConfig()

RooNumIntConfig * RooAbsReal::defaultIntegratorConfig ( )

static

Returns the default numeric integration configuration for all RooAbsReals.

Definition at line 3457 of file RooAbsReal.cxx.

◆ derivative() [1/2]

RooDerivative * RooAbsReal::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.

Definition at line 4200 of file RooAbsReal.cxx.

◆ derivative() [2/2]

RooDerivative * RooAbsReal::derivative	(	RooRealVar &	obs,
		Int_t	order = `1`,
		Double_t	eps = `0.001`
	)

Return function representing first, second or third order derivative of this function.

Definition at line 4188 of file RooAbsReal.cxx.

◆ enableOffsetting()

virtual void RooAbsReal::enableOffsetting ( Bool_t )

inlinevirtual

Reimplemented in RooAbsTestStatistic, RooRealMPFE, and RooAddition.

Definition at line 308 of file RooAbsReal.h.

◆ evalErrorIter()

RooAbsReal::EvalErrorIter RooAbsReal::evalErrorIter ( )

static

Definition at line 278 of file RooAbsReal.cxx.

◆ evalErrorLoggingMode()

RooAbsReal::ErrorLoggingMode RooAbsReal::evalErrorLoggingMode ( )

static

Return current evaluation error logging mode.

Definition at line 4760 of file RooAbsReal.cxx.

◆ evaluate()

virtual Double_t RooAbsReal::evaluate ( ) const

protectedpure virtual

Evaluate this PDF / function / constant. Needs to be overridden by all derived classes.

Implemented in MyPdfV1, MyPdfV2, MyPdfV3, RooCFAuto000Pdf, RooGenPdfPdf, RooStats::HistFactory::FlexibleInterpVar, RooStats::HistFactory::LinInterpVar, ParamHistFunc, PiecewiseInterpolation, RooStats::HistFactory::RooBarlowBeestonLL, Roo2DKeysPdf, RooArgusBG, RooBernstein, RooBifurGauss, RooBreitWigner, RooBukinPdf, RooCBShape, RooCFunction1Binding< VO, VI >, RooCFunction1PdfBinding< VO, VI >, RooCFunction2Binding< VO, VI1, VI2 >, RooCFunction2PdfBinding< VO, VI1, VI2 >, RooCFunction3Binding< VO, VI1, VI2, VI3 >, RooCFunction3PdfBinding< VO, VI1, VI2, VI3 >, RooCFunction4Binding< VO, VI1, VI2, VI3, VI4 >, RooCFunction4PdfBinding< VO, VI1, VI2, VI3, VI4 >, RooChebychev, RooChiSquarePdf, RooDstD0BG, RooExponential, RooFunctor1DBinding, RooFunctor1DPdfBinding, RooFunctorBinding, RooFunctorPdfBinding, RooGamma, RooGaussian, RooGaussModel, RooGExpModel, RooHistConstraint, RooIntegralMorph, RooJeffreysPrior, RooKeysPdf, RooLandau, RooLegendre, RooLognormal, RooMomentMorph, RooMomentMorphFunc, RooMomentMorphFuncND, RooMomentMorphND, RooMultiBinomial, RooNDKeysPdf, RooNonCentralChiSquare, RooNovosibirsk, RooParametricStepFunction, RooParamHistFunc, RooPoisson, RooPolynomial, RooSpHarmonic, RooStepFunction, RooTFnBinding, RooTFnPdfBinding, RooUnblindCPAsymVar, RooUnblindOffset, RooUnblindPrecision, RooUnblindUniform, RooUniform, RooVoigtian, RooAbsAnaConvPdf, RooAbsTestStatistic, RooAddition, RooAddModel, RooAddPdf, RooCachedPdf, RooCachedReal, RooChangeTracker, RooConstraintSum, RooConstVar, RooConvCoefVar, RooDerivative, RooEfficiency, RooEffProd, RooErrorVar, RooExtendedBinding, RooExtendedTerm, RooExtendPdf, RooFFTConvPdf, RooFirstMoment, RooFormulaVar, RooFracRemainder, RooGenericPdf, RooGenProdProj, RooHistFunc, RooHistPdf, RooLinearVar, RooMoment, RooMultiVarGaussian, RooNumConvolution, RooNumConvPdf, RooNumRunningInt, RooPolyVar, RooProdPdf, RooProduct, RooProfileLL, RooProjectedPdf, RooPullVar, RooRangeBoolean, RooRealIntegral, RooRealMPFE, RooRealSumFunc, RooRealSumPdf, RooRealVar, RooRecursiveFraction, RooSecondMoment, RooSimultaneous, RooTruthModel, RooStats::Heaviside, and NuMuToNuE_Oscillation.

◆ fillDataHist()

RooDataHist * RooAbsReal::fillDataHist	(	RooDataHist *	hist,
		const RooArgSet *	normSet,
		Double_t	scaleFactor,
		Bool_t	correctForBinSize = `kFALSE`,
		Bool_t	showProgress = `kFALSE`
	)		const

Fill a RooDataHist with values sampled from this function at the bin centers.

If extendedMode is true, the p.d.f. values is multiplied by the number of expected events in each bin

An optional scaling by a given scaleFactor can be performed. Returns a pointer to the input RooDataHist, or zero in case of an error.

If correctForBinSize is true the RooDataHist is filled with the functions density (function value times the bin volume) rather than function value.

If showProgress is true a process indicator is printed on stdout in steps of one percent, which is mostly useful for the sampling of expensive functions such as likelihoods

Definition at line 1193 of file RooAbsReal.cxx.

◆ fillHistogram()

TH1 * RooAbsReal::fillHistogram	(	TH1 *	hist,
		const RooArgList &	plotVars,
		Double_t	scaleFactor = `1`,
		const RooArgSet *	projectedVars = `0`,
		Bool_t	scaleForDensity = `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.

Our value is calculated by first integrating out any variables in projectedVars and then scaling the result by scaleFactor. Returns a pointer to the input histogram, or zero in case of an error. The input histogram can be any TH1 subclass, and therefore of arbitrary dimension. Variables are matched with the (x,y,...) dimensions of the input histogram according to the order in which they appear in the input plotVars list. If scaleForDensity is true the histogram is filled with a the functions density rather than the functions value (i.e. the value at the bin center is multiplied with bin volume)

Definition at line 1016 of file RooAbsReal.cxx.

◆ fillTreeBranch()

void RooAbsReal::fillTreeBranch ( TTree & t )

protectedvirtual

Fill the tree branch that associated with this object with its current value.

Implements RooAbsArg.

Reimplemented in RooRealVar.

Definition at line 3279 of file RooAbsReal.cxx.

◆ findInnerMostIntegration()

void RooAbsReal::findInnerMostIntegration	(	const RooArgSet &	allObs,
		RooArgSet &	innerObs,
		const char *	rangeName
	)		const

protected

Utility function for createIntObj() that aids in the construct of recursive integrals over functions with multiple observables with parameterized ranges.

This function finds in a given set allObs over which integration is requested the largeset subset of observables that can be integrated simultaneously. This subset consists of observables with fixed ranges and observables with parameterized ranges whose parameterization does not depend on any observable that is also integrated.

Definition at line 698 of file RooAbsReal.cxx.

◆ findRoot()

Double_t RooAbsReal::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.

(Calculation is performed with Brent root finding algorithm)

Definition at line 4252 of file RooAbsReal.cxx.

◆ fixAddCoefNormalization()

void RooAbsReal::fixAddCoefNormalization	(	const RooArgSet &	addNormSet = `RooArgSet()`,
		Bool_t	force = `kTRUE`
	)

virtual

Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables.

If the force flag is false, the normalization choice is only fixed for those RooAddPdf components that have the default 'automatic' interpretation of coefficients (i.e. the interpretation is defined by the observables passed to getVal()). If force is true, also RooAddPdf that already have a fixed interpretation are changed to a new fixed interpretation.

Definition at line 3829 of file RooAbsReal.cxx.

◆ fixAddCoefRange()

void RooAbsReal::fixAddCoefRange	(	const char *	rangeName = `0`,
		Bool_t	force = `kTRUE`
	)

virtual

Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables.

If the force flag is false, the normalization range choice is only fixed for those RooAddPdf components that currently use the default full domain to interpret their coefficients. If force is true, also RooAddPdf that already have a fixed interpretation range are changed to a new fixed interpretation range.

Definition at line 3859 of file RooAbsReal.cxx.

◆ forceAnalyticalInt()

virtual Bool_t RooAbsReal::forceAnalyticalInt ( const RooAbsArg & ) const

inlinevirtual

Reimplemented in ParamHistFunc, RooParamHistFunc, RooAbsCachedReal, RooAddition, RooAddModel, RooAddPdf, RooEffProd, RooExtendPdf, RooSimultaneous, RooRealSumFunc, RooRealSumPdf, RooAbsAnaConvPdf, RooAbsCachedPdf, RooProdPdf, RooProduct, and RooProjectedPdf.

Definition at line 105 of file RooAbsReal.h.

◆ forceNumInt()

virtual void RooAbsReal::forceNumInt ( Bool_t flag = kTRUE )

inlinevirtual

Definition at line 110 of file RooAbsReal.h.

◆ functor()

RooFunctor * RooAbsReal::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.

Definition at line 4084 of file RooAbsReal.cxx.

◆ getAnalyticalIntegral()

Int_t RooAbsReal::getAnalyticalIntegral	(	RooArgSet &	allVars,
		RooArgSet &	analVars,
		const char *	rangeName = `0`
	)		const

virtual

Interface function getAnalyticalIntergral advertises the analytical integrals that are supported.

'integSet' is the set of dependents for which integration is requested. The function should copy the subset of dependents it can analytically integrate to anaIntSet and return a unique identification code for this integration configuration. If no integration can be performed, zero should be returned.

Reimplemented in MyPdfV3, RooArgusBG, RooBernstein, RooBifurGauss, RooBreitWigner, RooCBShape, RooChebychev, RooChiSquarePdf, RooDstD0BG, RooExponential, RooGamma, RooGaussian, RooGaussModel, RooGExpModel, RooJeffreysPrior, RooKeysPdf, RooLegendre, RooLognormal, RooNDKeysPdf, RooNonCentralChiSquare, RooNovosibirsk, RooParametricStepFunction, RooPoisson, RooPolynomial, RooSpHarmonic, RooUniform, RooConvCoefVar, RooEfficiency, RooHistFunc, RooHistPdf, RooMultiVarGaussian, RooPolyVar, RooTruthModel, and RooAddition.

Definition at line 336 of file RooAbsReal.cxx.

◆ getAnalyticalIntegralWN()

Int_t RooAbsReal::getAnalyticalIntegralWN	(	RooArgSet &	allDeps,
		RooArgSet &	analDeps,
		const RooArgSet *	normSet,
		const char *	rangeName = `0`
	)		const

virtual

Variant of getAnalyticalIntegral that is also passed the normalization set that should be applied to the integrand of which the integral is request.

For certain operator p.d.f it is useful to overload this function rather than analyticalIntegralWN() as the additional normalization information may be useful in determining a more efficient decomposition of the requested integral

Reimplemented in ParamHistFunc, PiecewiseInterpolation, RooParamHistFunc, RooAbsAnaConvPdf, RooAbsCachedPdf, RooAbsCachedReal, RooExtendPdf, RooProduct, RooProjectedPdf, RooAddModel, RooAddPdf, RooEffProd, RooProdPdf, RooRealSumFunc, RooRealSumPdf, and RooSimultaneous.

Definition at line 319 of file RooAbsReal.cxx.

◆ getForceNumInt()

Bool_t RooAbsReal::getForceNumInt ( ) const

inline

Definition at line 115 of file RooAbsReal.h.

◆ getIntegratorConfig() [1/2]

RooNumIntConfig * RooAbsReal::getIntegratorConfig ( )

Return the numeric integration configuration used for this object.

If a specialized configuration was associated with this object, that configuration is returned, otherwise the default configuration for all RooAbsReals is returned

Definition at line 3507 of file RooAbsReal.cxx.

◆ getIntegratorConfig() [2/2]

const RooNumIntConfig * RooAbsReal::getIntegratorConfig ( ) const

Return the numeric integration configuration used for this object.

If a specialized configuration was associated with this object, that configuration is returned, otherwise the default configuration for all RooAbsReals is returned

Definition at line 3494 of file RooAbsReal.cxx.

◆ getMaxVal()

Int_t RooAbsReal::getMaxVal ( const RooArgSet & vars ) const

virtual

Advertise capability to determine maximum value of function for given set of observables.

If no direct generator method is provided, this information will assist the accept/reject generator to operate more efficiently as it can skip the initial trial sampling phase to empirically find the function maximum

Reimplemented in RooCBShape, RooKeysPdf, RooLegendre, RooSpHarmonic, RooFFTConvPdf, RooHistFunc, and RooHistPdf.

Definition at line 3587 of file RooAbsReal.cxx.

◆ getPlotLabel()

const char * RooAbsReal::getPlotLabel ( ) const

Get the label associated with the variable.

Definition at line 374 of file RooAbsReal.cxx.

◆ getPropagatedError()

Double_t RooAbsReal::getPropagatedError	(	const RooFitResult &	fr,
		const RooArgSet &	nset_in = `RooArgSet()`
	)

Calculate error on self by propagated errors on parameters with correlations as given by fit result The linearly propagated error is calculated as follows.

\[ \mathrm{error}(x) = F_a(x) * \mathrm{Corr}(a,a') * F_{a'}^{\mathrm{T}}(x) \]

where \( F_a(x) = \frac{ f(x, a + \mathrm{d}a) - f(x, a - \mathrm{d}a) }{2} \), with \( f(x) \) this function and \( \mathrm{d}a \) taken from the fit result and \( \mathrm{Corr}(a,a') \) = the correlation matrix from the fit result

Definition at line 2637 of file RooAbsReal.cxx.

◆ getTitle()

TString RooAbsReal::getTitle ( Bool_t appendUnit = kFALSE ) const

Return this variable's title string.

If appendUnit is true and this variable has units, also append a string " (<unit>)".

Definition at line 230 of file RooAbsReal.cxx.

◆ getUnit()

const Text_t * RooAbsReal::getUnit ( ) const

inline

Definition at line 84 of file RooAbsReal.h.

◆ getVal() [1/2]

Double_t RooAbsReal::getVal ( const RooArgSet & set ) const

inline

Evaluate object. Returns either cached value or triggers a recalculation.

Definition at line 73 of file RooAbsReal.h.

◆ getVal() [2/2]

Double_t RooAbsReal::getVal ( const RooArgSet * set = 0 ) const

inline

Evaluate object. Returns either cached value or triggers a recalculation.

Definition at line 64 of file RooAbsReal.h.

◆ getValV()

Double_t RooAbsReal::getValV ( const RooArgSet * nset = 0 ) const

virtual

Return value of object.

If the cache is clean, return the cached value, otherwise recalculate on the fly and refill the cache

Reimplemented in RooAbsHiddenReal, RooConvCoefVar, RooRealMPFE, RooRealVar, RooResolutionModel, RooAbsCachedPdf, RooAbsCachedReal, RooAbsPdf, RooConstVar, RooEffProd, RooErrorVar, RooProdPdf, RooProjectedPdf, and RooRealIntegral.

Definition at line 248 of file RooAbsReal.cxx.

◆ globalSelectComp()

void RooAbsReal::globalSelectComp ( Bool_t flag )

staticprotected

Global switch controlling the activation of the selectComp() functionality.

Definition at line 3110 of file RooAbsReal.cxx.

◆ hideOffset()

Bool_t RooAbsReal::hideOffset ( )

static

Definition at line 118 of file RooAbsReal.cxx.

◆ iGenFunction() [1/2]

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

Definition at line 4273 of file RooAbsReal.cxx.

◆ iGenFunction() [2/2]

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

Definition at line 4264 of file RooAbsReal.cxx.

◆ integralNameSuffix()

TString RooAbsReal::integralNameSuffix	(	const RooArgSet &	iset,
		const RooArgSet *	nset = `0`,
		const char *	rangeName = `0`,
		Bool_t	omitEmpty = `kFALSE`
	)		const

protected

Construct string with unique suffix name to give to integral object that encodes integrated observables, normalization observables and the integration range name.

Definition at line 756 of file RooAbsReal.cxx.

◆ isBinnedDistribution()

virtual Bool_t RooAbsReal::isBinnedDistribution ( const RooArgSet & ) const

inlinevirtual

Reimplemented in ParamHistFunc, RooParamHistFunc, RooHistFunc, RooHistPdf, PiecewiseInterpolation, RooMomentMorphFunc, RooAddition, RooAddPdf, RooProdPdf, RooProduct, RooRealSumFunc, and RooRealSumPdf.

Definition at line 278 of file RooAbsReal.h.

◆ isIdentical()

Bool_t RooAbsReal::isIdentical	(	const RooAbsArg &	other,
		Bool_t	assumeSameType = `kFALSE`
	)

virtual

Implements RooAbsArg.

Definition at line 215 of file RooAbsReal.cxx.

◆ isOffsetting()

virtual Bool_t RooAbsReal::isOffsetting ( ) const

inlinevirtual

Reimplemented in RooAbsTestStatistic.

Definition at line 309 of file RooAbsReal.h.

◆ isSelectedComp()

Bool_t RooAbsReal::isSelectedComp ( ) const

protected

If true, the current pdf is a selected component (for use in plotting)

Definition at line 3100 of file RooAbsReal.cxx.

◆ isValid()

Bool_t RooAbsReal::isValid ( ) const

protectedvirtual

Check if current value is valid.

Reimplemented from RooAbsArg.

Reimplemented in RooRealIntegral.

Definition at line 438 of file RooAbsReal.cxx.

◆ isValidReal()

Bool_t RooAbsReal::isValidReal	(	Double_t	value,
		Bool_t	printError = `kFALSE`
	)		const

protectedvirtual

Interface function to check if given value is a valid value for this object.

This default implementation considers all values valid

Reimplemented in RooFormulaVar, RooGenericPdf, RooAbsRealLValue, and RooRealIntegral.

Definition at line 449 of file RooAbsReal.cxx.

◆ logEvalError() [1/2]

void RooAbsReal::logEvalError	(	const char *	message,
		const char *	serverValueString = `0`
	)		const

Log evaluation error message.

Evaluation errors may be routed through a different protocol than generic RooFit warning message (which go straight through RooMsgService) because evaluation errors can occur in very large numbers in the use of likelihood evaluations. In logEvalError mode, controlled by global method enableEvalErrorLogging() messages reported through this function are not printed but all stored in a list, along with server values at the time of reporting. Error messages logged in this way can be printed in a structured way, eliminating duplicates and with the ability to truncate the list by printEvalErrors. This is the standard mode of error logging during MINUIT operations. If enableEvalErrorLogging() is false, all errors reported through this method are passed for immediate printing through RooMsgService. A string with server names and values is constructed automatically for error logging purposes, unless a custom string with similar information is passed as argument.

Definition at line 3664 of file RooAbsReal.cxx.

◆ logEvalError() [2/2]

void RooAbsReal::logEvalError	(	const RooAbsReal *	originator,
		const char *	origName,
		const char *	message,
		const char *	serverValueString = `0`
	)

static

Interface to insert remote error logging messages received by RooRealMPFE into current error loggin stream.

Definition at line 3609 of file RooAbsReal.cxx.

◆ makeProjectionSet()

void RooAbsReal::makeProjectionSet	(	const RooAbsArg *	plotVar,
		const RooArgSet *	allVars,
		RooArgSet &	projectedVars,
		Bool_t	silent
	)		const

protected

Utility function for plotOn() that constructs the set of observables to project when plotting ourselves as function of 'plotVar'.

'allVars' is the list of variables that must be projected, but may contain variables that we do not depend on. If 'silent' is cleared, warnings about inconsistent input parameters will be printed.

Definition at line 3040 of file RooAbsReal.cxx.

◆ matchArgs() [1/5]

Bool_t RooAbsReal::matchArgs	(	const RooArgSet &	allDeps,
		RooArgSet &	analDeps,
		const RooArgProxy &	a
	)		const

protected

Utility function for use in getAnalyticalIntegral().

If the content of proxy 'a' occurs in set 'allDeps' then the argument held in 'a' is copied from allDeps to analDeps

Definition at line 3326 of file RooAbsReal.cxx.

◆ matchArgs() [2/5]

Bool_t RooAbsReal::matchArgs	(	const RooArgSet &	allDeps,
		RooArgSet &	analDeps,
		const RooArgProxy &	a,
		const RooArgProxy &	b
	)		const

protected

Utility function for use in getAnalyticalIntegral().

If the contents of proxies a,b occur in set 'allDeps' then the arguments held in a,b are copied from allDeps to analDeps

Definition at line 3343 of file RooAbsReal.cxx.

◆ matchArgs() [3/5]

Bool_t RooAbsReal::matchArgs	(	const RooArgSet &	allDeps,
		RooArgSet &	analDeps,
		const RooArgProxy &	a,
		const RooArgProxy &	b,
		const RooArgProxy &	c
	)		const

protected

Utility function for use in getAnalyticalIntegral().

If the contents of proxies a,b,c occur in set 'allDeps' then the arguments held in a,b,c are copied from allDeps to analDeps

Definition at line 3361 of file RooAbsReal.cxx.

◆ matchArgs() [4/5]

Bool_t RooAbsReal::matchArgs	(	const RooArgSet &	allDeps,
		RooArgSet &	analDeps,
		const RooArgProxy &	a,
		const RooArgProxy &	b,
		const RooArgProxy &	c,
		const RooArgProxy &	d
	)		const

protected

Utility function for use in getAnalyticalIntegral().

If the contents of proxies a,b,c,d occur in set 'allDeps' then the arguments held in a,b,c,d are copied from allDeps to analDeps

Definition at line 3381 of file RooAbsReal.cxx.

◆ matchArgs() [5/5]

Bool_t RooAbsReal::matchArgs	(	const RooArgSet &	allDeps,
		RooArgSet &	analDeps,
		const RooArgSet &	refset
	)		const

protected

Utility function for use in getAnalyticalIntegral().

If the contents of 'refset' occur in set 'allDeps' then the arguments held in 'refset' are copied from allDeps to analDeps.

Definition at line 3401 of file RooAbsReal.cxx.

◆ matchArgsByName()

Bool_t RooAbsReal::matchArgsByName	(	const RooArgSet &	allArgs,
		RooArgSet &	matchedArgs,
		const TList &	nameList
	)		const

private

Check if allArgs contains matching elements for each name in nameList.

If it does, add the corresponding args from allArgs to matchedArgs and return kTRUE. Otherwise return kFALSE and do not change matchedArgs.

Definition at line 3424 of file RooAbsReal.cxx.

◆ maxVal()

Double_t RooAbsReal::maxVal ( Int_t code ) const

virtual

Return maximum value for set of observables identified by code assigned in getMaxVal.

Reimplemented in RooCBShape, RooKeysPdf, RooLegendre, RooSpHarmonic, RooFFTConvPdf, RooHistFunc, and RooHistPdf.

Definition at line 3598 of file RooAbsReal.cxx.

◆ mean() [1/2]

RooAbsMoment * RooAbsReal::mean ( RooRealVar & obs )

inline

Definition at line 298 of file RooAbsReal.h.

◆ mean() [2/2]

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

inline

Definition at line 299 of file RooAbsReal.h.

◆ minTrialSamples()

virtual Int_t RooAbsReal::minTrialSamples ( const RooArgSet & ) const

inlinevirtual

Definition at line 183 of file RooAbsReal.h.

◆ moment() [1/2]

RooAbsMoment * RooAbsReal::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.

Parameters

[in]	obs	Observable to calculate the moments for
[in]	normObs	Normalise w.r.t. these observables
[in]	order	Order of the moment
[in]	central	If true, the central moment is given by \( \langle (x- \langle x \rangle )^2 \rangle \)
[in]	takeRoot	Calculate the square root
[in]	intNormOb	If true, the moment of the function integrated over all normalization observables is returned.

Definition at line 4235 of file RooAbsReal.cxx.

◆ moment() [2/2]

RooAbsMoment * RooAbsReal::moment	(	RooRealVar &	obs,
		Int_t	order,
		Bool_t	central,
		Bool_t	takeRoot
	)

Return function representing moment of function of given order.

Parameters

[in]	obs	Observable to calculate the moments for
[in]	order	Order of the moment
[in]	central	If true, the central moment is given by \( \langle (x- \langle x \rangle )^2 \rangle \)
[in]	takeRoot	Calculate the square root

Definition at line 4216 of file RooAbsReal.cxx.

◆ numEvalErrorItems()

Int_t RooAbsReal::numEvalErrorItems ( )

static

Definition at line 270 of file RooAbsReal.cxx.

◆ numEvalErrors()

Int_t RooAbsReal::numEvalErrors ( )

static

Return the number of logged evaluation errors since the last clearing.

Definition at line 3803 of file RooAbsReal.cxx.

◆ offset()

virtual Double_t RooAbsReal::offset ( ) const

inlinevirtual

Reimplemented in RooAbsTestStatistic.

Definition at line 310 of file RooAbsReal.h.

◆ operator==() [1/2]

Bool_t RooAbsReal::operator== ( const RooAbsArg & other )

virtual

Equality operator when comparing to another RooAbsArg.

Only functional when the other arg is a RooAbsReal

Implements RooAbsArg.

Definition at line 206 of file RooAbsReal.cxx.

◆ operator==() [2/2]

Bool_t RooAbsReal::operator== ( Double_t value ) const

Equality operator comparing to a Double_t.

Definition at line 195 of file RooAbsReal.cxx.

◆ plotAsymOn()

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

protectedvirtual

Definition at line 2346 of file RooAbsReal.cxx.

◆ plotOn() [1/3]

RooPlot * RooAbsReal::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

virtual

Plot (project) PDF on specified frame.

If a PDF is plotted in an empty frame, it will show a unit normalized curve in the frame variable, taken at the present value of other observables defined for this PDF

If a PDF is plotted in a frame in which a dataset has already been plotted, it will show a projected curve integrated over all variables that were present in the shown dataset except for the one on the x-axis. The normalization of the curve will also be adjusted to the event count of the plotted dataset. An informational message will be printed for each projection step that is performed

This function takes the following named arguments

	Projection control
`Slice(const RooArgSet& set)`	Override default projection behaviour by omittting observables listed in set from the projection, resulting a 'slice' plot. Slicing is usually only sensible in discrete observables. The slice is position at the 'current' value of the observable objects
`Slice(RooCategory& cat, const char* label)`	Override default projection behaviour by omittting specified category observable from the projection, resulting in a 'slice' plot. The slice is positioned at the given label value. Multiple Slice() commands can be given to specify slices in multiple observables
`Project(const RooArgSet& set)`	Override default projection behaviour by projecting over observables given in set and complete ignoring the default projection behavior. Advanced use only.
`ProjWData(const RooAbsData& d)`	Override default projection technique (integration). For observables present in given dataset projection of PDF is achieved by constructing an average over all observable values in given set. Consult RooFit plotting tutorial for further explanation of meaning & use of this technique
`ProjWData(const RooArgSet& s, const RooAbsData& d)`	As above but only consider subset 's' of observables in dataset 'd' for projection through data averaging
`ProjectionRange(const char* rn)`	Override default range of projection integrals to a different range speficied by given range name. This technique allows you to project a finite width slice in a real-valued observable
`NumCPU(Int_t ncpu)`	Number of CPUs to use simultaneously to calculate data-weighted projections (only in combination with ProjWData)
	Misc content control
`PrintEvalErrors(Int_t numErr)`	Control number of p.d.f evaluation errors printed per curve. A negative value suppress output completely, a zero value will only print the error count per p.d.f component, a positive value is will print details of each error up to numErr messages per p.d.f component.
`EvalErrorValue(Double_t value)`	Set curve points at which (pdf) evaluation error occur to specified value. By default the function value is plotted.
`Normalization(Double_t scale, ScaleType code)`	Adjust normalization by given scale factor. Interpretation of number depends on code: Relative: relative adjustment factor, NumEvent: scale to match given number of events.
`Name(const chat* name)`	Give curve specified name in frame. Useful if curve is to be referenced later
`Asymmetry(const RooCategory& c)`	Show the asymmetry of the PDF in given two-state category [F(+)-F(-)] / [F(+)+F(-)] rather than the PDF projection. Category must have two states with indices -1 and +1 or three states with indeces -1,0 and +1.
`ShiftToZero(Bool_t flag)`	Shift entire curve such that lowest visible point is at exactly zero. Mostly useful when plotting \( -\log(L) \) or \( \chi^2 \) distributions
`AddTo(const char* name, double_t wgtSelf, double_t wgtOther)`	Add constructed projection to already existing curve with given name and relative weight factors
	Plotting control
`DrawOption(const char* opt)`	Select ROOT draw option for resulting TGraph object
`LineStyle(Int_t style)`	Select line style by ROOT line style code, default is solid
`LineColor(Int_t color)`	Select line color by ROOT color code, default is blue
`LineWidth(Int_t width)`	Select line with in pixels, default is 3
`FillStyle(Int_t style)`	Select fill style, default is not filled. If a filled style is selected, also use VLines() to add vertical downward lines at end of curve to ensure proper closure
`FillColor(Int_t color)`	Select fill color by ROOT color code
`Range(const char* name)`	Only draw curve in range defined by given name
`Range(double lo, double hi)`	Only draw curve in specified range
`VLines()`	Add vertical lines to y=0 at end points of curve
`Precision(Double_t eps)`	Control precision of drawn curve w.r.t to scale of plot, default is 1e-3. Higher precision will result in more and more densely spaced curve points
`Invisible(Bool_t flag)`	Add curve to frame, but do not display. Useful in combination AddTo()
`VisualizeError(const RooFitResult& fitres, Double_t Z=1, Bool_t linearMethod=kTRUE)`	Visualize the uncertainty on the parameters, as given in fitres, at 'Z' sigma'
`VisualizeError(const RooFitResult& fitres, const RooArgSet& param, Double_t Z=1, Bool_t linearMethod=kTRUE)`	Visualize the uncertainty on the subset of parameters 'param', as given in fitres, at 'Z' sigma'

Details on error band visualization

VisualizeError() uses plotOnWithErrorBand(). Documentation of the latter:

Parameters

[in]	frame	RooPlot to plot on
[in]	fr	The RooFitResult, where errors can be extracted
[in]	Z	The desired significance (width) of the error band
[in]	params	If non-zero, consider only the subset of the parameters in fr for the error evaluation
[in]	argList	Optional RooCmdArg that can be applied to a regular plotOn() operation
[in]	linMethod	By default (linMethod=kTRUE) a linearized error is shown.

Returns: The RooPlot the band was plotted on (for chaining)

The linearized error is calculated as follows:

\[ \mathrm{error}(x) = Z * F_a(x) * \mathrm{Corr}(a,a') * F_{a'}^\mathrm{T}(x), \]

where

\[ F_a(x) = \frac{ f(x,a+\mathrm{d}a) - f(x,a-\mathrm{d}a) }{2}, \]

with \( f(x) \) the plotted curve and \( \mathrm{d}a \) taken from the fit result, and \( \mathrm{Corr}(a,a') \) = the correlation matrix from the fit result, and \( Z \) = requested signifance ( \( Z \sigma \) band)

The linear method is fast (required 2*N evaluations of the curve, where N is the number of parameters), but may not be accurate in the presence of strong correlations (~>0.9) and at Z>2 due to linear and Gaussian approximations made

Alternatively, a more robust error is calculated using a sampling method. In this method a number of curves is calculated with variations of the parameter values, as drawn from a multi-variate Gaussian p.d.f. that is constructed from the fit results covariance matrix. The error(x) is determined by calculating a central interval that capture N% of the variations for each valye of x, where N% is controlled by Z (i.e. Z=1 gives N=68%). The number of sampling curves is chosen to be such that at least 30 curves are expected to be outside the N% interval, and is minimally 100 (e.g. Z=1->Ncurve=100, Z=2->Ncurve=659, Z=3->Ncurve=11111) Intervals from the sampling method can be asymmetric, and may perform better in the presence of strong correlations, but may take (much) longer to calculate.

Reimplemented in RooSimultaneous, RooAbsPdf, and RooSimultaneous.

Definition at line 1677 of file RooAbsReal.cxx.

◆ plotOn() [2/3]

RooPlot * RooAbsReal::plotOn	(	RooPlot *	frame,
		PlotOpt	o
	)		const

protectedvirtual

Reimplemented in RooAbsPdf, and RooSimultaneous.

Definition at line 1947 of file RooAbsReal.cxx.

◆ plotOn() [3/3]

RooPlot * RooAbsReal::plotOn	(	RooPlot *	frame,
		RooLinkedList &	cmdList
	)		const

virtual

Internal back-end function of plotOn() with named arguments.

Reimplemented in RooAbsPdf, RooSimultaneous, and RooSimultaneous.

Definition at line 1697 of file RooAbsReal.cxx.

◆ plotOnCompSelect()

void RooAbsReal::plotOnCompSelect ( RooArgSet * selNodes ) const

protected

Helper function for plotting of composite p.d.fs.

Given a set of selected components that should be plotted, find all nodes that (in)directly depend on these selected nodes. Mark all directly and indirecty selected nodes as 'selected' using the selectComp() method

Definition at line 1514 of file RooAbsReal.cxx.

◆ plotOnWithErrorBand()

RooPlot * RooAbsReal::plotOnWithErrorBand	(	RooPlot *	frame,
		const RooFitResult &	fr,
		Double_t	Z,
		const RooArgSet *	params,
		const RooLinkedList &	argList,
		Bool_t	linMethod
	)		const

protected

Plot function or PDF on frame with support for visualization of the uncertainty encoded in the given fit result fr.

Parameters

[in]	frame	RooPlot to plot on
[in]	fr	The RooFitResult, where errors can be extracted
[in]	Z	The desired significance (width) of the error band
[in]	params	If non-zero, consider only the subset of the parameters in fr for the error evaluation
[in]	argList	Optional RooCmdArg that can be applied to a regular plotOn() operation
[in]	linMethod	By default (linMethod=kTRUE) a linearized error is shown.

Returns: The RooPlot the band was plotted on (for chaining)

The linearized error is calculated as follows:

\[ \mathrm{error}(x) = Z * F_a(x) * \mathrm{Corr}(a,a') * F_{a'}^\mathrm{T}(x), \]

where

\[ F_a(x) = \frac{ f(x,a+\mathrm{d}a) - f(x,a-\mathrm{d}a) }{2}, \]

with \( f(x) \) the plotted curve and \( \mathrm{d}a \) taken from the fit result, and \( \mathrm{Corr}(a,a') \) = the correlation matrix from the fit result, and \( Z \) = requested signifance ( \( Z \sigma \) band)

The linear method is fast (required 2*N evaluations of the curve, where N is the number of parameters), but may not be accurate in the presence of strong correlations (~>0.9) and at Z>2 due to linear and Gaussian approximations made

Alternatively, a more robust error is calculated using a sampling method. In this method a number of curves is calculated with variations of the parameter values, as drawn from a multi-variate Gaussian p.d.f. that is constructed from the fit results covariance matrix. The error(x) is determined by calculating a central interval that capture N% of the variations for each valye of x, where N% is controlled by Z (i.e. Z=1 gives N=68%). The number of sampling curves is chosen to be such that at least 30 curves are expected to be outside the N% interval, and is minimally 100 (e.g. Z=1->Ncurve=100, Z=2->Ncurve=659, Z=3->Ncurve=11111) Intervals from the sampling method can be asymmetric, and may perform better in the presence of strong correlations, but may take (much) longer to calculate.

Definition at line 2762 of file RooAbsReal.cxx.

◆ plotSamplingHint()

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

inlinevirtual

Reimplemented in RooAddition, RooFormulaVar, RooProduct, RooRealSumFunc, RooRealSumPdf, ParamHistFunc, PiecewiseInterpolation, RooMomentMorphFunc, RooParamHistFunc, RooAddPdf, RooHistFunc, RooHistPdf, RooProdPdf, RooRangeBoolean, and RooRealIntegral.

Definition at line 280 of file RooAbsReal.h.

◆ plotSanityChecks()

Bool_t RooAbsReal::plotSanityChecks ( RooPlot * frame ) const

protected

Utility function for plotOn(), perform general sanity check on frame to ensure safe plotting operations.

Definition at line 2997 of file RooAbsReal.cxx.

◆ plotSliceOn()

RooPlot * RooAbsReal::plotSliceOn	(	RooPlot *	frame,
		const RooArgSet &	sliceSet,
		Option_t *	drawOptions = `"L"`,
		Double_t	scaleFactor = `1.0`,
		ScaleType	stype = `Relative`,
		const RooAbsData *	projData = `0`
	)		const

virtual

Deprecated:: OBSOLETE – RETAINED FOR BACKWARD COMPATIBILITY. Use plotOn() with Slice() instead

Definition at line 2312 of file RooAbsReal.cxx.

◆ preferredObservableScanOrder()

void RooAbsReal::preferredObservableScanOrder	(	const RooArgSet &	obs,
		RooArgSet &	orderedObs
	)		const

virtual

Interface method for function objects to indicate their prefferred order of observables for scanning their values into a (multi-dimensional) histogram or RooDataSet.

The observables to be ordered are offered in argument 'obs' and should be copied in their preferred order into argument 'orderdObs', This default implementation indicates no preference and copies the original order of 'obs' into 'orderedObs'

Reimplemented in RooIntegralMorph, and RooCachedPdf.

Definition at line 3883 of file RooAbsReal.cxx.

◆ printEvalErrors()

void RooAbsReal::printEvalErrors	(	std::ostream &	os = `std::cout`,
		Int_t	maxPerNode = `10000000`
	)

static

Print all outstanding logged evaluation error on the given ostream.

If maxPerNode is zero, only the number of errors for each source (object with unique name) is listed. If maxPerNode is greater than zero, up to maxPerNode detailed error messages are shown per source of errors. A truncation message is shown if there were more errors logged than shown.

Definition at line 3761 of file RooAbsReal.cxx.

◆ printMultiline()

void RooAbsReal::printMultiline	(	std::ostream &	os,
		Int_t	contents,
		Bool_t	verbose = `kFALSE`,
		TString	indent = `""`
	)		const

virtual

Structure printing.

Reimplemented from RooAbsArg.

Reimplemented in RooGenericPdf, RooResolutionModel, RooStats::HistFactory::FlexibleInterpVar, RooAbsPdf, RooAbsRealLValue, RooFormulaVar, RooRealIntegral, RooRealVar, and RooAbsAnaConvPdf.

Definition at line 423 of file RooAbsReal.cxx.

◆ printValue()

void RooAbsReal::printValue ( std::ostream & os ) const

virtual

Print object value.

Reimplemented from RooPrintable.

Reimplemented in RooAbsPdf, RooRealVar, and RooAbsHiddenReal.

Definition at line 413 of file RooAbsReal.cxx.

◆ readFromStream()

Bool_t RooAbsReal::readFromStream	(	std::istream &	is,
		Bool_t	compact,
		Bool_t	verbose = `kFALSE`
	)

virtual

Read object contents from stream (dummy for now)

Implements RooAbsArg.

Reimplemented in RooAbsHiddenReal, RooAbsRealLValue, RooErrorVar, RooFormulaVar, RooGenericPdf, RooLinearVar, and RooRealVar.

Definition at line 394 of file RooAbsReal.cxx.

◆ selectComp()

void RooAbsReal::selectComp ( Bool_t flag )

inlineprotected

Definition at line 476 of file RooAbsReal.h.

◆ selectNormalization()

void RooAbsReal::selectNormalization	(	const RooArgSet *	depSet = `0`,
		Bool_t	force = `kFALSE`
	)

protectedvirtual

Interface function to force use of a given set of observables to interpret function value.

Needed for functions or p.d.f.s whose shape depends on the choice of normalization such as RooAddPdf

Reimplemented in RooAddModel, RooAddPdf, and RooSimultaneous.

Definition at line 3551 of file RooAbsReal.cxx.

◆ selectNormalizationRange()

void RooAbsReal::selectNormalizationRange	(	const char *	rangeName = `0`,
		Bool_t	force = `kFALSE`
	)

protectedvirtual

Interface function to force use of a given normalization range to interpret function value.

Needed for functions or p.d.f.s whose shape depends on the choice of normalization such as RooAddPdf

Reimplemented in RooChebychev, RooAddModel, RooAddPdf, RooProdPdf, and RooSimultaneous.

Definition at line 3564 of file RooAbsReal.cxx.

◆ setCacheCheck()

void RooAbsReal::setCacheCheck ( Bool_t flag )

static

Activate cache validation mode.

Definition at line 3573 of file RooAbsReal.cxx.

◆ setData()

virtual Bool_t RooAbsReal::setData	(	RooAbsData &	,
		Bool_t	= `kTRUE`
	)

inlinevirtual

Reimplemented in RooAbsTestStatistic, and RooAddition.

Definition at line 306 of file RooAbsReal.h.

◆ setEvalErrorLoggingMode()

void RooAbsReal::setEvalErrorLoggingMode ( RooAbsReal::ErrorLoggingMode m )

static

Set evaluation error logging mode.

Options are

PrintErrors - Print each error through RooMsgService() as it occurs CollectErrors - Accumulate errors, but do not print them. A subsequent call to printEvalErrors() will print a summary CountErrors - Accumulate error count, but do not print them.

Definition at line 4774 of file RooAbsReal.cxx.

◆ setHideOffset()

void RooAbsReal::setHideOffset ( Bool_t flag )

static

Definition at line 117 of file RooAbsReal.cxx.

◆ setIntegratorConfig() [1/2]

void RooAbsReal::setIntegratorConfig ( )

Remove the specialized numeric integration configuration associated with this object.

Definition at line 3534 of file RooAbsReal.cxx.

◆ setIntegratorConfig() [2/2]

void RooAbsReal::setIntegratorConfig ( const RooNumIntConfig & config )

Set the given integrator configuration as default numeric integration configuration for this object.

Definition at line 3520 of file RooAbsReal.cxx.

◆ setParameterizeIntegral()

void RooAbsReal::setParameterizeIntegral ( const RooArgSet & paramVars )

Definition at line 4782 of file RooAbsReal.cxx.

◆ setPlotLabel()

void RooAbsReal::setPlotLabel ( const char * label )

Set the label associated with this variable.

Definition at line 384 of file RooAbsReal.cxx.

◆ setTreeBranchStatus()

void RooAbsReal::setTreeBranchStatus	(	TTree &	t,
		Bool_t	active
	)

protectedvirtual

(De)Activate associated tree branch

Implements RooAbsArg.

Definition at line 3296 of file RooAbsReal.cxx.

◆ setUnit()

void RooAbsReal::setUnit ( const char * unit )

inline

Definition at line 88 of file RooAbsReal.h.

◆ sigma() [1/2]

RooAbsMoment * RooAbsReal::sigma ( RooRealVar & obs )

inline

Definition at line 300 of file RooAbsReal.h.

◆ sigma() [2/2]

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

inline

Definition at line 301 of file RooAbsReal.h.

◆ specialIntegratorConfig() [1/2]

RooNumIntConfig * RooAbsReal::specialIntegratorConfig ( ) const

Returns the specialized integrator configuration for this RooAbsReal.

If this object has no specialized configuration, a null pointer is returned.

Definition at line 3467 of file RooAbsReal.cxx.

◆ specialIntegratorConfig() [2/2]

RooNumIntConfig * RooAbsReal::specialIntegratorConfig ( Bool_t createOnTheFly )

Returns the specialized integrator configuration for this RooAbsReal.

If this object has no specialized configuration, a null pointer is returned, unless createOnTheFly is kTRUE in which case a clone of the default integrator configuration is created, installed as specialized configuration, and returned

Definition at line 3479 of file RooAbsReal.cxx.

◆ syncCache()

virtual void RooAbsReal::syncCache ( const RooArgSet * set = 0 )

inlineprotectedvirtual

Implements RooAbsArg.

Reimplemented in RooErrorVar.

Definition at line 380 of file RooAbsReal.h.

◆ traceEval()

Double_t RooAbsReal::traceEval ( const RooArgSet * set ) const

protected

Calculate current value of object, with error tracing wrapper.

Definition at line 287 of file RooAbsReal.cxx.

◆ traceEvalHook()

virtual Bool_t RooAbsReal::traceEvalHook ( Double_t ) const

inlineprotectedvirtual

Reimplemented in RooAbsPdf, and RooResolutionModel.

Definition at line 370 of file RooAbsReal.h.

◆ writeToStream()

void RooAbsReal::writeToStream	(	std::ostream &	os,
		Bool_t	compact
	)		const

virtual

Write object contents to stream (dummy for now)

Implements RooAbsArg.

Reimplemented in RooAbsHiddenReal, RooAbsRealLValue, RooConstVar, RooErrorVar, RooFormulaVar, RooGenericPdf, RooLinearVar, and RooRealVar.

Definition at line 404 of file RooAbsReal.cxx.

Friends And Related Function Documentation

◆ RooAbsAnaConvPdf

friend class RooAbsAnaConvPdf

friend

Definition at line 404 of file RooAbsReal.h.

◆ RooAbsOptGoodnessOfFit

friend class RooAbsOptGoodnessOfFit

friend

Definition at line 414 of file RooAbsReal.h.

◆ RooAbsPdf

friend class RooAbsPdf

friend

Transient cache for unsigned integer values from tree branches.

Definition at line 403 of file RooAbsReal.h.

◆ RooAddModel

friend class RooAddModel

friend

Definition at line 475 of file RooAbsReal.h.

◆ RooAddPdf

friend class RooAddPdf

friend

Definition at line 474 of file RooAbsReal.h.

◆ RooDataProjBinding

friend class RooDataProjBinding

friend

Definition at line 413 of file RooAbsReal.h.

◆ RooRealBinding

friend class RooRealBinding

friend

Definition at line 387 of file RooAbsReal.h.

◆ RooRealIntegral

friend class RooRealIntegral

friend

Definition at line 378 of file RooAbsReal.h.

◆ RooRealProxy

friend class RooRealProxy

friend

Definition at line 405 of file RooAbsReal.h.

◆ RooRealSumFunc

friend class RooRealSumFunc

friend

Definition at line 473 of file RooAbsReal.h.

◆ RooRealSumPdf

friend class RooRealSumPdf

friend

Definition at line 472 of file RooAbsReal.h.

◆ RooVectorDataStore

friend class RooVectorDataStore

friend

Definition at line 379 of file RooAbsReal.h.

Member Data Documentation

◆ _boolValue

Bool_t RooAbsReal::_boolValue

mutableprotected

Transient cache for integer values from tree branches.

Definition at line 398 of file RooAbsReal.h.

◆ _byteValue

UChar_t RooAbsReal::_byteValue

mutableprotected

Transient cache for bool values from tree branches.

Definition at line 399 of file RooAbsReal.h.

◆ _cacheCheck

Bool_t RooAbsReal::_cacheCheck

staticprotected

Definition at line 411 of file RooAbsReal.h.

◆ _evalErrorCount

Int_t RooAbsReal::_evalErrorCount = 0

staticprivate

Definition at line 465 of file RooAbsReal.h.

◆ _evalErrorList

map< const RooAbsArg *, pair< string, list< RooAbsReal::EvalError > > > RooAbsReal::_evalErrorList

staticprivate

Definition at line 464 of file RooAbsReal.h.

◆ _evalErrorMode

RooAbsReal::ErrorLoggingMode RooAbsReal::_evalErrorMode = RooAbsReal::PrintErrors

staticprivate

Definition at line 463 of file RooAbsReal.h.

◆ _floatValue

Float_t RooAbsReal::_floatValue

mutableprotected

Definition at line 396 of file RooAbsReal.h.

◆ _forceNumInt

Bool_t RooAbsReal::_forceNumInt

protected

Definition at line 394 of file RooAbsReal.h.

◆ _globalSelectComp

Bool_t RooAbsReal::_globalSelectComp = kFALSE

staticprotected

Component selection flag for RooAbsPdf::plotCompOn.

Definition at line 482 of file RooAbsReal.h.

◆ _hideOffset

Bool_t RooAbsReal::_hideOffset = kTRUE

staticprotected

Definition at line 485 of file RooAbsReal.h.

◆ _intValue

Int_t RooAbsReal::_intValue

mutableprotected

Transient cache for floating point values from tree branches.

Definition at line 397 of file RooAbsReal.h.

◆ _label

TString RooAbsReal::_label

protected

Definition at line 393 of file RooAbsReal.h.

◆ _lastNSet

RooArgSet* RooAbsReal::_lastNSet

mutableprotected

Definition at line 484 of file RooAbsReal.h.

◆ _plotBins

Int_t RooAbsReal::_plotBins

protected

Definition at line 390 of file RooAbsReal.h.

◆ _plotMax

Double_t RooAbsReal::_plotMax

protected

Definition at line 389 of file RooAbsReal.h.

◆ _plotMin

Double_t RooAbsReal::_plotMin

protected

Definition at line 388 of file RooAbsReal.h.

◆ _sbyteValue

Char_t RooAbsReal::_sbyteValue

mutableprotected

Transient cache for byte values from tree branches.

Definition at line 400 of file RooAbsReal.h.

◆ _selectComp

Bool_t RooAbsReal::_selectComp

protected

Definition at line 481 of file RooAbsReal.h.

◆ _specIntegratorConfig

RooNumIntConfig* RooAbsReal::_specIntegratorConfig

protected

Definition at line 407 of file RooAbsReal.h.

◆ _treeVar

Bool_t RooAbsReal::_treeVar

protected

Definition at line 409 of file RooAbsReal.h.

◆ _uintValue

UInt_t RooAbsReal::_uintValue

mutableprotected

Transient cache for signed byte values from tree branches.

Definition at line 401 of file RooAbsReal.h.

◆ _unit

TString RooAbsReal::_unit

protected

Definition at line 392 of file RooAbsReal.h.

◆ _value

Double_t RooAbsReal::_value

mutableprotected

Definition at line 391 of file RooAbsReal.h.

Libraries for RooAbsReal:

[legend]

Classes

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Static Protected Member Functions

Protected Attributes

Static Protected Attributes

Private Member Functions

Static Private Attributes

Friends

Additional Inherited Members

Member Typedef Documentation

◆ EvalErrorIter

Member Enumeration Documentation

◆ ErrorLoggingMode

◆ ScaleType

Constructor & Destructor Documentation

◆ RooAbsReal() [1/4]

◆ RooAbsReal() [2/4]

◆ RooAbsReal() [3/4]

◆ RooAbsReal() [4/4]

◆ ~RooAbsReal()

Member Function Documentation

◆ analyticalIntegral()

◆ analyticalIntegralWN()

◆ asTF()

◆ attachToTree()

◆ attachToVStore()

◆ binBoundaries()

◆ bindVars()

◆ chi2FitDriver()

◆ chi2FitTo() [1/4]

◆ chi2FitTo() [2/4]

◆ chi2FitTo() [3/4]

◆ chi2FitTo() [4/4]

◆ clearEvalErrorLog()

◆ copyCache()

◆ createChi2() [1/4]

◆ createChi2() [2/4]

◆ createChi2() [3/4]

◆ createChi2() [4/4]

◆ createFundamental()

◆ createHistogram() [1/3]

◆ createHistogram() [2/3]

◆ createHistogram() [3/3]

◆ createIntegral() [1/6]

◆ createIntegral() [2/6]

◆ createIntegral() [3/6]

◆ createIntegral() [4/6]

◆ createIntegral() [5/6]

◆ createIntegral() [6/6]

◆ createIntObj()

◆ createIntRI()

◆ createPlotProjection() [1/3]

◆ createPlotProjection() [2/3]

◆ createPlotProjection() [3/3]

◆ createProfile()

◆ createRunningIntegral() [1/2]

◆ createRunningIntegral() [2/2]

◆ createScanRI()

◆ defaultErrorLevel()

◆ defaultIntegratorConfig()

◆ derivative() [1/2]

◆ derivative() [2/2]

◆ enableOffsetting()

◆ evalErrorIter()

◆ evalErrorLoggingMode()

◆ evaluate()

◆ fillDataHist()

◆ fillHistogram()

◆ fillTreeBranch()

◆ findInnerMostIntegration()

◆ findRoot()

◆ fixAddCoefNormalization()

◆ fixAddCoefRange()

◆ forceAnalyticalInt()

◆ forceNumInt()

◆ functor()

◆ getAnalyticalIntegral()