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RooAbsOptTestStatistic Class Reference

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

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

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

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

Definition at line 29 of file RooAbsOptTestStatistic.h.

Public Member Functions

 RooAbsOptTestStatistic ()
 Default Constructor. More...
 
 RooAbsOptTestStatistic (const char *name, const char *title, RooAbsReal &real, RooAbsData &data, const RooArgSet &projDeps, const char *rangeName=0, const char *addCoefRangeName=0, Int_t nCPU=1, RooFit::MPSplit interleave=RooFit::BulkPartition, Bool_t verbose=kTRUE, Bool_t splitCutRange=kFALSE, Bool_t cloneInputData=kTRUE)
 Constructor taking function (real), a dataset (data), a set of projected observables (projSet). More...
 
 RooAbsOptTestStatistic (const RooAbsOptTestStatistic &other, const char *name=0)
 Copy constructor. More...
 
virtual ~RooAbsOptTestStatistic ()
 Destructor. More...
 
virtual Double_t combinedValue (RooAbsReal **gofArray, Int_t nVal) const
 Method to combined test statistic results calculated into partitions into the global result. More...
 
RooAbsRealfunction ()
 
const RooAbsRealfunction () const
 
RooAbsDatadata ()
 
const RooAbsDatadata () const
 
virtual const char * cacheUniqueSuffix () const
 
virtual Bool_t isDerived () const
 
void seal (const char *notice="")
 
Bool_t isSealed () const
 
const char * sealNotice () const
 
- Public Member Functions inherited from RooAbsTestStatistic
 RooAbsTestStatistic ()
 Default constructor. More...
 
 RooAbsTestStatistic (const char *name, const char *title, RooAbsReal &real, RooAbsData &data, const RooArgSet &projDeps, const char *rangeName=0, const char *addCoefRangeName=0, Int_t nCPU=1, RooFit::MPSplit interleave=RooFit::BulkPartition, Bool_t verbose=kTRUE, Bool_t splitCutRange=kTRUE)
 Constructor taking function (real), a dataset (data), a set of projected observables (projSet). More...
 
 RooAbsTestStatistic (const RooAbsTestStatistic &other, const char *name=0)
 Copy constructor. More...
 
virtual ~RooAbsTestStatistic ()
 Destructor. More...
 
virtual RooAbsTestStatisticcreate (const char *name, const char *title, RooAbsReal &real, RooAbsData &data, const RooArgSet &projDeps, const char *rangeName=0, const char *addCoefRangeName=0, Int_t nCPU=1, RooFit::MPSplit interleave=RooFit::BulkPartition, Bool_t verbose=kTRUE, Bool_t splitCutRange=kFALSE, Bool_t binnedL=kFALSE)=0
 
virtual Double_t globalNormalization () const
 
Bool_t setData (RooAbsData &data, Bool_t cloneData=kTRUE)
 Change dataset that is used to given one. More...
 
void enableOffsetting (Bool_t flag)
 
Bool_t isOffsetting () const
 
virtual Double_t offset () const
 
virtual Double_t offsetCarry () const
 
- Public Member Functions inherited from RooAbsReal
 RooAbsReal ()
 coverity[UNINIT_CTOR] Default constructor More...
 
 RooAbsReal (const char *name, const char *title, const char *unit="")
 Constructor with unit label. More...
 
 RooAbsReal (const char *name, const char *title, Double_t minVal, Double_t maxVal, const char *unit="")
 Constructor with plot range and unit label. More...
 
 RooAbsReal (const RooAbsReal &other, const char *name=0)
 coverity[UNINIT_CTOR] Copy constructor More...
 
virtual ~RooAbsReal ()
 Destructor. More...
 
Double_t getVal (const RooArgSet *set=0) const
 
Double_t getVal (const RooArgSet &set) const
 
virtual Double_t getValV (const RooArgSet *set=0) const
 Return value of object. More...
 
Double_t getPropagatedError (const RooFitResult &fr)
 Calculate error on self by propagated errors on parameters with correlations as given by fit result The linearly propagated error is calculated as follows T error(x) = F_a(x) * Corr(a,a') F_a'(x) More...
 
Bool_t operator== (Double_t value) const
 Equality operator comparing to a Double_t. More...
 
virtual Bool_t operator== (const RooAbsArg &other)
 Equality operator when comparing to another RooAbsArg. More...
 
virtual Bool_t isIdentical (const RooAbsArg &other, Bool_t assumeSameType=kFALSE)
 
const Text_tgetUnit () const
 
void setUnit (const char *unit)
 
TString getTitle (Bool_t appendUnit=kFALSE) const
 Return this variable's title string. More...
 
RooAbsFuncbindVars (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...
 
RooAbsArgcreateFundamental (const char *newname=0) const
 Create a RooRealVar fundamental object with our properties. More...
 
virtual Int_t getAnalyticalIntegralWN (RooArgSet &allVars, RooArgSet &analVars, const RooArgSet *normSet, const char *rangeName=0) const
 Variant of getAnalyticalIntegral that is also passed the normalization set that should be applied to the integrand of which the integral is request. More...
 
virtual Double_t analyticalIntegralWN (Int_t code, const RooArgSet *normSet, const char *rangeName=0) const
 Implements the actual analytical integral(s) advertised by getAnalyticalIntegral. More...
 
virtual Int_t getAnalyticalIntegral (RooArgSet &allVars, RooArgSet &analVars, const char *rangeName=0) const
 Interface function getAnalyticalIntergral advertises the analytical integrals that are supported. More...
 
virtual Double_t analyticalIntegral (Int_t code, const char *rangeName=0) const
 Implements the actual analytical integral(s) advertised by getAnalyticalIntegral. More...
 
virtual Bool_t forceAnalyticalInt (const RooAbsArg &) const
 
virtual void forceNumInt (Bool_t flag=kTRUE)
 
Bool_t getForceNumInt () const
 
virtual RooFitResultchi2FitTo (RooDataHist &data, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
 Perform a chi^2 fit to given histogram By default the fit is executed through the MINUIT commands MIGRAD, HESSE in succession. More...
 
virtual RooFitResultchi2FitTo (RooDataHist &data, const RooLinkedList &cmdList)
 Internal back-end function to steer chi2 fits. More...
 
virtual RooAbsRealcreateChi2 (RooDataHist &data, const RooLinkedList &cmdList)
 Internal back-end function to create a chi2. More...
 
virtual RooAbsRealcreateChi2 (RooDataHist &data, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
 Create a chi-2 from a histogram and this function. More...
 
virtual RooFitResultchi2FitTo (RooDataSet &xydata, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
 Create a chi-2 from a series of x and y value stored in a dataset. More...
 
virtual RooFitResultchi2FitTo (RooDataSet &xydata, const RooLinkedList &cmdList)
 Internal back-end function to steer chi2 fits. More...
 
virtual RooAbsRealcreateChi2 (RooDataSet &data, const RooLinkedList &cmdList)
 Internal back-end function to create a chi^2 from a function and a dataset. More...
 
virtual RooAbsRealcreateChi2 (RooDataSet &data, const RooCmdArg &arg1=RooCmdArg::none(), const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none(), const RooCmdArg &arg6=RooCmdArg::none(), const RooCmdArg &arg7=RooCmdArg::none(), const RooCmdArg &arg8=RooCmdArg::none())
 Create a chi-2 from a series of x and y value stored in a dataset. More...
 
virtual RooAbsRealcreateProfile (const RooArgSet &paramsOfInterest)
 Create a RooProfileLL object that eliminates all nuisance parameters in the present function. More...
 
RooAbsRealcreateIntegral (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...
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const char *rangeName) const
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const RooArgSet &nset, const char *rangeName=0) const
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const RooArgSet &nset, const RooNumIntConfig &cfg, const char *rangeName=0) const
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const RooNumIntConfig &cfg, const char *rangeName=0) const
 
virtual RooAbsRealcreateIntegral (const RooArgSet &iset, const RooArgSet *nset=0, const RooNumIntConfig *cfg=0, const char *rangeName=0) const
 Create an object that represents the integral of the function over one or more observables listed in iset The actual integration calculation is only performed when the return object is evaluated. More...
 
void setParameterizeIntegral (const RooArgSet &paramVars)
 
RooAbsRealcreateRunningIntegral (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
 Create a running integral over this function, i.e. More...
 
RooAbsRealcreateRunningIntegral (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...
 
RooAbsRealcreateIntRI (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...
 
RooAbsRealcreateScanRI (const RooArgSet &iset, const RooArgSet &nset, Int_t numScanBins, Int_t intOrder)
 Utility function for createRunningIntegral that construct an object implementing the numeric scanning technique for calculating the running integral. More...
 
virtual Int_t getMaxVal (const RooArgSet &vars) const
 Advertise capability to determine maximum value of function for given set of observables. More...
 
virtual Double_t maxVal (Int_t code) const
 Return maximum value for set of observables identified by code assigned in getMaxVal. More...
 
virtual Int_t minTrialSamples (const RooArgSet &) const
 
void setPlotLabel (const char *label)
 Set the label associated with this variable. More...
 
const char * getPlotLabel () const
 Get the label associated with the variable. More...
 
virtual Double_t defaultErrorLevel () const
 
const RooNumIntConfiggetIntegratorConfig () const
 Return the numeric integration configuration used for this object. More...
 
RooNumIntConfiggetIntegratorConfig ()
 Return the numeric integration configuration used for this object. More...
 
RooNumIntConfigspecialIntegratorConfig () const
 Returns the specialized integrator configuration for this RooAbsReal. More...
 
RooNumIntConfigspecialIntegratorConfig (Bool_t createOnTheFly)
 Returns the specialized integrator configuration for this RooAbsReal. More...
 
void setIntegratorConfig ()
 Remove the specialized numeric integration configuration associated with this object. More...
 
void setIntegratorConfig (const RooNumIntConfig &config)
 Set the given integrator configuration as default numeric integration configuration for this object. More...
 
virtual void fixAddCoefNormalization (const RooArgSet &addNormSet=RooArgSet(), Bool_t force=kTRUE)
 Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables. More...
 
virtual void fixAddCoefRange (const char *rangeName=0, Bool_t force=kTRUE)
 Fix the interpretation of the coefficient of any RooAddPdf component in the expression tree headed by this object to the given set of observables. More...
 
virtual void preferredObservableScanOrder (const RooArgSet &obs, RooArgSet &orderedObs) const
 Interface method for function objects to indicate their prefferred order of observables for scanning their values into a (multi-dimensional) histogram or RooDataSet. More...
 
virtual RooPlotplotOn (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 RooPlotplotSliceOn (RooPlot *frame, const RooArgSet &sliceSet, Option_t *drawOptions="L", Double_t scaleFactor=1.0, ScaleType stype=Relative, const RooAbsData *projData=0) const
 OBSOLETE – RETAINED FOR BACKWARD COMPATIBILITY. Use the plotOn(frame,Slice(...)) instead. More...
 
TH1fillHistogram (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...
 
TH1createHistogram (const char *varNameList, Int_t xbins=0, Int_t ybins=0, Int_t zbins=0) const
 Create and fill a ROOT histogram TH1,TH2 or TH3 with the values of this function for the variables with given names The number of bins can be controlled using the [xyz]bins parameters. More...
 
TH1createHistogram (const char *name, const RooAbsRealLValue &xvar, RooLinkedList &argList) const
 Internal method implementing createHistogram. More...
 
TH1createHistogram (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...
 
RooDataHistfillDataHist (RooDataHist *hist, const RooArgSet *nset, Double_t scaleFactor, Bool_t correctForBinVolume=kFALSE, Bool_t showProgress=kFALSE) const
 Fill a RooDataHist with values sampled from this function at the bin centers. More...
 
virtual Bool_t readFromStream (std::istream &is, Bool_t compact, Bool_t verbose=kFALSE)
 Read object contents from stream (dummy for now) More...
 
virtual void writeToStream (std::ostream &os, Bool_t compact) const
 Write object contents to stream (dummy for now) More...
 
virtual void printValue (std::ostream &os) const
 Print object value. More...
 
virtual void printMultiline (std::ostream &os, Int_t contents, Bool_t verbose=kFALSE, TString indent="") const
 Structure printing. More...
 
void logEvalError (const char *message, const char *serverValueString=0) const
 Log evaluation error message. More...
 
virtual Bool_t isBinnedDistribution (const RooArgSet &) const
 
virtual std::list< Double_t > * binBoundaries (RooAbsRealLValue &, Double_t, Double_t) const
 
virtual std::list< Double_t > * plotSamplingHint (RooAbsRealLValue &, Double_t, Double_t) const
 
RooGenFunctioniGenFunction (RooRealVar &x, const RooArgSet &nset=RooArgSet())
 
RooMultiGenFunctioniGenFunction (const RooArgSet &observables, const RooArgSet &nset=RooArgSet())
 
RooFunctorfunctor (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...
 
TF1asTF (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...
 
RooDerivativederivative (RooRealVar &obs, Int_t order=1, Double_t eps=0.001)
 Return function representing first, second or third order derivative of this function. More...
 
RooDerivativederivative (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...
 
RooAbsMomentmoment (RooRealVar &obs, Int_t order, Bool_t central, Bool_t takeRoot)
 Return function representing moment of function of given order. More...
 
RooAbsMomentmoment (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...
 
RooAbsMomentmean (RooRealVar &obs)
 
RooAbsMomentmean (RooRealVar &obs, const RooArgSet &nset)
 
RooAbsMomentsigma (RooRealVar &obs)
 
RooAbsMomentsigma (RooRealVar &obs, const RooArgSet &nset)
 
Double_t findRoot (RooRealVar &x, Double_t xmin, Double_t xmax, Double_t yval)
 Return value of x (in range xmin,xmax) at which function equals yval. More...
 
const RooAbsRealcreatePlotProjection (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 RooAbsRealcreatePlotProjection (const RooArgSet &depVars, const RooArgSet &projVars, RooArgSet *&cloneSet) const
 Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot. More...
 
const RooAbsRealcreatePlotProjection (const RooArgSet &dependentVars, const RooArgSet *projectedVars, RooArgSet *&cloneSet, const char *rangeName=0, const RooArgSet *condObs=0) const
 Utility function for plotOn() that creates a projection of a function or p.d.f to be plotted on a RooPlot. More...
 
virtual RooPlotplotOn (RooPlot *frame, RooLinkedList &cmdList) const
 Internal back-end function of plotOn() with named arguments. More...
 
- Public Member Functions inherited from RooAbsArg
 RooAbsArg ()
 Default constructor. More...
 
virtual ~RooAbsArg ()
 Destructor. More...
 
 RooAbsArg (const char *name, const char *title)
 Create an object with the specified name and descriptive title. More...
 
 RooAbsArg (const RooAbsArg &other, const char *name=0)
 Copy constructor transfers all boolean and string properties of the original object. More...
 
virtual TObjectclone (const char *newname=0) const =0
 
virtual TObjectClone (const char *newname=0) const
 Make a clone of an object using the Streamer facility. More...
 
virtual RooAbsArgcloneTree (const char *newname=0) const
 Clone tree expression of objects. More...
 
Bool_t isCloneOf (const RooAbsArg &other) const
 Check if this object was created as a clone of 'other'. More...
 
Bool_t dependsOnValue (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0) const
 
Bool_t dependsOnValue (const RooAbsArg &server, const RooAbsArg *ignoreArg=0) const
 
Bool_t dependsOn (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0, Bool_t valueOnly=kFALSE) const
 Test whether we depend on (ie, are served by) any object in the specified collection. More...
 
Bool_t dependsOn (const RooAbsArg &server, const RooAbsArg *ignoreArg=0, Bool_t valueOnly=kFALSE) const
 Test whether we depend on (ie, are served by) the specified object. More...
 
Bool_t overlaps (const RooAbsArg &testArg, Bool_t valueOnly=kFALSE) const
 Test if any of the nodes of tree are shared with that of the given tree. More...
 
Bool_t hasClients () const
 
TIteratorclientIterator () const
 
TIteratorvalueClientIterator () const
 
TIteratorshapeClientIterator () const
 
TIteratorserverIterator () const
 
RooFIter valueClientMIterator () const
 
RooFIter shapeClientMIterator () const
 
RooFIter serverMIterator () const
 
RooAbsArgfindServer (const char *name) const
 
RooAbsArgfindServer (const RooAbsArg &arg) const
 
RooAbsArgfindServer (Int_t index) const
 
Bool_t isValueServer (const RooAbsArg &arg) const
 
Bool_t isValueServer (const char *name) const
 
Bool_t isShapeServer (const RooAbsArg &arg) const
 
Bool_t isShapeServer (const char *name) const
 
void leafNodeServerList (RooAbsCollection *list, const RooAbsArg *arg=0, Bool_t recurseNonDerived=kFALSE) const
 Fill supplied list with all leaf nodes of the arg tree, starting with ourself as top node. More...
 
void branchNodeServerList (RooAbsCollection *list, const RooAbsArg *arg=0, Bool_t recurseNonDerived=kFALSE) const
 Fill supplied list with all branch nodes of the arg tree starting with ourself as top node. More...
 
void treeNodeServerList (RooAbsCollection *list, const RooAbsArg *arg=0, Bool_t doBranch=kTRUE, Bool_t doLeaf=kTRUE, Bool_t valueOnly=kFALSE, Bool_t recurseNonDerived=kFALSE) const
 Fill supplied list with nodes of the arg tree, following all server links, starting with ourself as top node. More...
 
virtual Bool_t isFundamental () const
 
virtual Bool_t isLValue () const
 
void addParameters (RooArgSet &params, const RooArgSet *nset=0, Bool_t stripDisconnected=kTRUE) const
 INTERNAL helper function for getParameters() More...
 
RooArgSetgetVariables (Bool_t stripDisconnected=kTRUE) const
 Return RooArgSet with all variables (tree leaf nodes of expresssion tree) More...
 
RooArgSetgetParameters (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...
 
RooArgSetgetParameters (const RooAbsData &data, Bool_t stripDisconnected=kTRUE) const
 
RooArgSetgetParameters (const RooArgSet &set, Bool_t stripDisconnected=kTRUE) const
 
virtual RooArgSetgetParameters (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...
 
RooArgSetgetObservables (const RooArgSet &set, Bool_t valueOnly=kTRUE) const
 
RooArgSetgetObservables (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...
 
RooArgSetgetObservables (const RooAbsData &data) const
 
RooArgSetgetObservables (const RooArgSet *depList, Bool_t valueOnly=kTRUE) const
 Create a list of leaf nodes in the arg tree starting with ourself as top node that match any of the names the args in the supplied argset. More...
 
Bool_t observableOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const
 Test if any of the dependents of the arg tree (as determined by getObservables) overlaps with those of the testArg. More...
 
Bool_t observableOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const
 Test if any of the dependents of the arg tree (as determined by getObservables) overlaps with those of the testArg. More...
 
virtual Bool_t checkObservables (const RooArgSet *nset) const
 Overloadable function in which derived classes can implement consistency checks of the variables. More...
 
Bool_t recursiveCheckObservables (const RooArgSet *nset) const
 Recursively call checkObservables on all nodes in the expression tree. More...
 
RooArgSetgetComponents () const
 
RooArgSetgetDependents (const RooArgSet &set) const
 
RooArgSetgetDependents (const RooAbsData *set) const
 
RooArgSetgetDependents (const RooArgSet *depList) const
 
Bool_t dependentOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const
 
Bool_t dependentOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const
 
Bool_t checkDependents (const RooArgSet *nset) const
 
Bool_t recursiveCheckDependents (const RooArgSet *nset) const
 
void attachDataSet (const RooAbsData &set)
 Replace server nodes with names matching the dataset variable names with those data set variables, making this PDF directly dependent on the dataset. More...
 
void attachDataStore (const RooAbsDataStore &set)
 Replace server nodes with names matching the dataset variable names with those data set variables, making this PDF directly dependent on the dataset. More...
 
virtual void Print (Option_t *options=0) const
 Print TNamed name and title. More...
 
virtual void printName (std::ostream &os) const
 Print object name. More...
 
virtual void printTitle (std::ostream &os) const
 Print object title. More...
 
virtual void printClassName (std::ostream &os) const
 Print object class name. More...
 
virtual void printAddress (std::ostream &os) const
 Print class name of object. More...
 
virtual void printArgs (std::ostream &os) const
 Print object arguments, ie its proxies. More...
 
virtual void printMetaArgs (std::ostream &) const
 
virtual void printTree (std::ostream &os, TString indent="") const
 Print object tree structure. More...
 
virtual Int_t defaultPrintContents (Option_t *opt) const
 Define default contents to print. More...
 
void setAttribute (const Text_t *name, Bool_t value=kTRUE)
 Set (default) or clear a named boolean attribute of this object. More...
 
Bool_t getAttribute (const Text_t *name) const
 Check if a named attribute is set. By default, all attributes are unset. More...
 
const std::set< std::string > & attributes () const
 
void setStringAttribute (const Text_t *key, const Text_t *value)
 Associate string 'value' to this object under key 'key'. More...
 
const Text_tgetStringAttribute (const Text_t *key) const
 Get string attribute mapped under key 'key'. More...
 
const std::map< std::string,
std::string > & 
stringAttributes () const
 
void setTransientAttribute (const Text_t *name, Bool_t value=kTRUE)
 Set (default) or clear a named boolean attribute of this object. More...
 
Bool_t getTransientAttribute (const Text_t *name) const
 Check if a named attribute is set. More...
 
const std::set< std::string > & transientAttributes () const
 
Bool_t isConstant () const
 
RooLinkedList getCloningAncestors () const
 Return ancestors in cloning chain of this RooAbsArg. More...
 
Int_t Compare (const TObject *other) const
 Utility function used by TCollection::Sort to compare contained TObjects We implement comparison by name, resulting in alphabetical sorting by object name. More...
 
virtual Bool_t IsSortable () const
 
void printDirty (Bool_t depth=kTRUE) const
 Print information about current value dirty state information. More...
 
virtual Bool_t inRange (const char *) const
 
virtual Bool_t hasRange (const char *) const
 
virtual void optimizeCacheMode (const RooArgSet &observables)
 Activate cache mode optimization with given definition of observables. More...
 
virtual void optimizeCacheMode (const RooArgSet &observables, RooArgSet &optNodes, RooLinkedList &processedNodes)
 Activate cache mode optimization with given definition of observables. More...
 
Bool_t findConstantNodes (const RooArgSet &observables, RooArgSet &cacheList)
 Find branch nodes with all-constant parameters, and add them to the list of nodes that can be cached with a dataset in a test statistic calculation. More...
 
Bool_t findConstantNodes (const RooArgSet &observables, RooArgSet &cacheList, RooLinkedList &processedNodes)
 Find branch nodes with all-constant parameters, and add them to the list of nodes that can be cached with a dataset in a test statistic calculation. More...
 
virtual CacheMode canNodeBeCached () const
 
virtual void setCacheAndTrackHints (RooArgSet &)
 
void graphVizTree (const char *fileName, const char *delimiter="\n", bool useTitle=false, bool useLatex=false)
 Create a GraphViz .dot file visualizing the expression tree headed by this RooAbsArg object. More...
 
void graphVizTree (std::ostream &os, const char *delimiter="\n", bool useTitle=false, bool useLatex=false)
 Write the GraphViz representation of the expression tree headed by this RooAbsArg object to the given ostream. More...
 
void printComponentTree (const char *indent="", const char *namePat=0, Int_t nLevel=999)
 Print tree structure of expression tree on given ostream, only branch nodes are printed. More...
 
void printCompactTree (const char *indent="", const char *fileName=0, const char *namePat=0, RooAbsArg *client=0)
 Print tree structure of expression tree on stdout, or to file if filename is specified. More...
 
void printCompactTree (std::ostream &os, const char *indent="", const char *namePat=0, RooAbsArg *client=0)
 Print tree structure of expression tree on given ostream. More...
 
Bool_t isShapeDirty () const
 
Bool_t isValueDirty () const
 
Bool_t isValueDirtyAndClear () const
 
Bool_t isValueOrShapeDirtyAndClear () const
 
void registerCache (RooAbsCache &cache)
 Register RooAbsCache with this object. More...
 
void unRegisterCache (RooAbsCache &cache)
 Unregister a RooAbsCache. Called from the RooAbsCache destructor. More...
 
Int_t numCaches () const
 Return number of registered caches. More...
 
RooAbsCachegetCache (Int_t index) const
 Return registered cache object by index. More...
 
OperMode operMode () const
 
void setOperMode (OperMode mode, Bool_t recurseADirty=kTRUE)
 Change cache operation mode to given mode. More...
 
Bool_t addOwnedComponents (const RooArgSet &comps)
 Take ownership of the contents of 'comps'. More...
 
const RooArgSetownedComponents () const
 
void setProhibitServerRedirect (Bool_t flag)
 
void setValueDirty () const
 
void setShapeDirty () const
 
void clearValueAndShapeDirty () const
 
void clearValueDirty () const
 
void clearShapeDirty () const
 
const char * aggregateCacheUniqueSuffix () const
 
void wireAllCaches ()
 
const TNamednamePtr () const
 
void SetName (const char *name)
 Change (i.e. More...
 
void SetNameTitle (const char *name, const char *title)
 Change (i.e. set) all the TNamed parameters (name and title). More...
 
Bool_t redirectServers (const RooAbsCollection &newServerList, Bool_t mustReplaceAll=kFALSE, Bool_t nameChange=kFALSE, Bool_t isRecursionStep=kFALSE)
 Iterator over _clientListValue. More...
 
Bool_t recursiveRedirectServers (const RooAbsCollection &newServerList, Bool_t mustReplaceAll=kFALSE, Bool_t nameChange=kFALSE, Bool_t recurseInNewSet=kTRUE)
 
virtual void serverNameChangeHook (const RooAbsArg *, const RooAbsArg *)
 
void addServer (RooAbsArg &server, Bool_t valueProp=kTRUE, Bool_t shapeProp=kFALSE)
 Register another RooAbsArg as a server to us, ie, declare that we depend on it. More...
 
void addServerList (RooAbsCollection &serverList, Bool_t valueProp=kTRUE, Bool_t shapeProp=kFALSE)
 Register a list of RooAbsArg as servers to us by calls addServer() for each arg in the list. More...
 
void replaceServer (RooAbsArg &oldServer, RooAbsArg &newServer, Bool_t valueProp, Bool_t shapeProp)
 Replace 'oldServer' with 'newServer'. More...
 
void changeServer (RooAbsArg &server, Bool_t valueProp, Bool_t shapeProp)
 Change dirty flag propagation mask for specified server. More...
 
void removeServer (RooAbsArg &server, Bool_t force=kFALSE)
 Unregister another RooAbsArg as a server to us, ie, declare that we no longer depend on its value and shape. More...
 
RooAbsArgfindNewServer (const RooAbsCollection &newSet, Bool_t nameChange) const
 Find the new server in the specified set that matches the old server. More...
 
RooExpensiveObjectCacheexpensiveObjectCache () const
 
virtual void setExpensiveObjectCache (RooExpensiveObjectCache &cache)
 
virtual Bool_t importWorkspaceHook (RooWorkspace &)
 
void setLocalNoDirtyInhibit (Bool_t flag) const
 
Bool_t localNoDirtyInhibit () const
 
virtual void ioStreamerPass2 ()
 Prevent 'AlwaysDirty' mode for this node. More...
 
- Public Member Functions inherited from TNamed
 TNamed ()
 
 TNamed (const char *name, const char *title)
 
 TNamed (const TString &name, const TString &title)
 
 TNamed (const TNamed &named)
 
TNamedoperator= (const TNamed &rhs)
 TNamed assignment operator. More...
 
virtual ~TNamed ()
 
virtual void Clear (Option_t *option="")
 Set name and title to empty strings (""). More...
 
virtual void Copy (TObject &named) const
 Copy this to obj. More...
 
virtual void FillBuffer (char *&buffer)
 Encode TNamed into output buffer. More...
 
virtual const char * GetName () const
 Returns name of object. More...
 
virtual const char * GetTitle () const
 Returns title of object. More...
 
virtual ULong_t Hash () const
 Return hash value for this object. More...
 
virtual void SetTitle (const char *title="")
 Change (i.e. set) the title of the TNamed. More...
 
virtual void ls (Option_t *option="") const
 List TNamed name and title. More...
 
virtual Int_t Sizeof () const
 Return size of the TNamed part of the TObject. More...
 
- Public Member Functions inherited from TObject
 TObject ()
 
 TObject (const TObject &object)
 TObject copy ctor. More...
 
TObjectoperator= (const TObject &rhs)
 TObject assignment operator. More...
 
virtual ~TObject ()
 TObject destructor. More...
 
virtual void AppendPad (Option_t *option="")
 Append graphics object to current pad. More...
 
virtual void Browse (TBrowser *b)
 Browse object. May be overridden for another default action. More...
 
virtual const char * ClassName () const
 Returns name of class to which the object belongs. More...
 
virtual void Delete (Option_t *option="")
 Delete this object. More...
 
virtual Int_t DistancetoPrimitive (Int_t px, Int_t py)
 Computes distance from point (px,py) to the object. More...
 
virtual void Draw (Option_t *option="")
 Default Draw method for all objects. More...
 
virtual void DrawClass () const
 Draw class inheritance tree of the class to which this object belongs. More...
 
virtual TObjectDrawClone (Option_t *option="") const
 Draw a clone of this object in the current pad. More...
 
virtual void Dump () const
 Dump contents of object on stdout. More...
 
virtual void Execute (const char *method, const char *params, Int_t *error=0)
 Execute method on this object with the given parameter string, e.g. More...
 
virtual void Execute (TMethod *method, TObjArray *params, Int_t *error=0)
 Execute method on this object with parameters stored in the TObjArray. More...
 
virtual void ExecuteEvent (Int_t event, Int_t px, Int_t py)
 Execute action corresponding to an event at (px,py). More...
 
virtual TObjectFindObject (const char *name) const
 Must be redefined in derived classes. More...
 
virtual TObjectFindObject (const TObject *obj) const
 Must be redefined in derived classes. More...
 
virtual Option_tGetDrawOption () const
 Get option used by the graphics system to draw this object. More...
 
virtual UInt_t GetUniqueID () const
 Return the unique object id. More...
 
virtual const char * GetIconName () const
 Returns mime type name of object. More...
 
virtual Option_tGetOption () const
 
virtual char * GetObjectInfo (Int_t px, Int_t py) const
 Returns string containing info about the object at position (px,py). More...
 
virtual Bool_t HandleTimer (TTimer *timer)
 Execute action in response of a timer timing out. More...
 
virtual Bool_t InheritsFrom (const char *classname) const
 Returns kTRUE if object inherits from class "classname". More...
 
virtual Bool_t InheritsFrom (const TClass *cl) const
 Returns kTRUE if object inherits from TClass cl. More...
 
virtual void Inspect () const
 Dump contents of this object in a graphics canvas. More...
 
virtual Bool_t IsFolder () const
 Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). More...
 
virtual Bool_t IsEqual (const TObject *obj) const
 Default equal comparison (objects are equal if they have the same address in memory). More...
 
Bool_t IsOnHeap () const
 
Bool_t IsZombie () const
 
virtual Bool_t Notify ()
 This method must be overridden to handle object notification. More...
 
virtual void Paint (Option_t *option="")
 This method must be overridden if a class wants to paint itself. More...
 
virtual void Pop ()
 Pop on object drawn in a pad to the top of the display list. More...
 
virtual Int_t Read (const char *name)
 Read contents of object with specified name from the current directory. More...
 
virtual void RecursiveRemove (TObject *obj)
 Recursively remove this object from a list. More...
 
virtual void SaveAs (const char *filename="", Option_t *option="") const
 Save this object in the file specified by filename. More...
 
virtual void SavePrimitive (std::ostream &out, Option_t *option="")
 Save a primitive as a C++ statement(s) on output stream "out". More...
 
virtual void SetDrawOption (Option_t *option="")
 Set drawing option for object. More...
 
virtual void SetUniqueID (UInt_t uid)
 Set the unique object id. More...
 
virtual void UseCurrentStyle ()
 Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. More...
 
virtual Int_t Write (const char *name=0, Int_t option=0, Int_t bufsize=0)
 Write this object to the current directory. More...
 
virtual Int_t Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const
 Write this object to the current directory. More...
 
voidoperator new (size_t sz)
 
voidoperator new[] (size_t sz)
 
voidoperator new (size_t sz, void *vp)
 
voidoperator new[] (size_t sz, void *vp)
 
void operator delete (void *ptr)
 Operator delete. More...
 
void operator delete[] (void *ptr)
 Operator delete []. More...
 
void SetBit (UInt_t f, Bool_t set)
 Set or unset the user status bits as specified in f. More...
 
void SetBit (UInt_t f)
 
void ResetBit (UInt_t f)
 
Bool_t TestBit (UInt_t f) const
 
Int_t TestBits (UInt_t f) const
 
void InvertBit (UInt_t f)
 
virtual void Info (const char *method, const char *msgfmt,...) const
 Issue info message. More...
 
virtual void Warning (const char *method, const char *msgfmt,...) const
 Issue warning message. More...
 
virtual void Error (const char *method, const char *msgfmt,...) const
 Issue error message. More...
 
virtual void SysError (const char *method, const char *msgfmt,...) const
 Issue system error message. More...
 
virtual void Fatal (const char *method, const char *msgfmt,...) const
 Issue fatal error message. More...
 
void AbstractMethod (const char *method) const
 Use this method to implement an "abstract" method that you don't want to leave purely abstract. More...
 
void MayNotUse (const char *method) const
 Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary). More...
 
void Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const
 Use this method to declare a method obsolete. More...
 
- Public Member Functions inherited from RooPrintable
 RooPrintable ()
 
virtual ~RooPrintable ()
 
virtual void printStream (std::ostream &os, Int_t contents, StyleOption style, TString indent="") const
 Print description of object on ostream, printing contents set by contents integer, which is interpreted as an OR of 'enum ContentsOptions' values and in the style given by 'enum StyleOption'. More...
 
virtual void printExtras (std::ostream &os) const
 Interface to print extras of object. More...
 
virtual StyleOption defaultPrintStyle (Option_t *opt) const
 

Protected Member Functions

Bool_t setDataSlave (RooAbsData &data, Bool_t cloneData=kTRUE, Bool_t ownNewDataAnyway=kFALSE)
 cout << "RAOTS::setDataSlave(" << this << ") START" << endl ; Change dataset that is used to given one. More...
 
void initSlave (RooAbsReal &real, RooAbsData &indata, const RooArgSet &projDeps, const char *rangeName, const char *addCoefRangeName)
 
virtual Bool_t allowFunctionCache ()
 
void constOptimizeTestStatistic (ConstOpCode opcode, Bool_t doAlsoTrackingOpt=kTRUE)
 Driver function to propagate constant term optimizations in test statistic. More...
 
virtual Bool_t redirectServersHook (const RooAbsCollection &newServerList, Bool_t mustReplaceAll, Bool_t nameChange, Bool_t isRecursive)
 Catch server redirect calls and forward to internal clone of function. More...
 
virtual void printCompactTreeHook (std::ostream &os, const char *indent="")
 Catch print hook function and forward to function clone. More...
 
virtual RooArgSet requiredExtraObservables () const
 
void optimizeCaching ()
 This method changes the value caching logic for all nodes that depends on any of the observables as defined by the given dataset. More...
 
void optimizeConstantTerms (Bool_t, Bool_t=kTRUE)
 Driver function to activate global constant term optimization. More...
 
- Protected Member Functions inherited from RooAbsTestStatistic
virtual Double_t evaluate () const
 Calculates and return value of test statistic. More...
 
virtual Double_t evaluatePartition (Int_t firstEvent, Int_t lastEvent, Int_t stepSize) const =0
 
virtual Double_t getCarry () const
 
void setMPSet (Int_t setNum, Int_t numSets)
 Set MultiProcessor set number identification of this instance. More...
 
void setSimCount (Int_t simCount)
 
void setEventCount (Int_t nEvents)
 
Int_t numSets () const
 
Int_t setNum () const
 
GOFOpMode operMode () const
 
virtual Bool_t processEmptyDataSets () const
 
Bool_t initialize ()
 One-time initialization of the test statistic. More...
 
void initSimMode (RooSimultaneous *pdf, RooAbsData *data, const RooArgSet *projDeps, const char *rangeName, const char *addCoefRangeName)
 Initialize simultaneous p.d.f processing mode. More...
 
void initMPMode (RooAbsReal *real, RooAbsData *data, const RooArgSet *projDeps, const char *rangeName, const char *addCoefRangeName)
 Initialize multi-processor calculation mode. More...
 
- Protected Member Functions inherited from RooAbsReal
virtual void selectNormalization (const RooArgSet *depSet=0, Bool_t force=kFALSE)
 Interface function to force use of a given set of observables to interpret function value. More...
 
virtual void selectNormalizationRange (const char *rangeName=0, Bool_t force=kFALSE)
 Interface function to force use of a given normalization range to interpret function value. More...
 
Bool_t plotSanityChecks (RooPlot *frame) const
 Utility function for plotOn(), perform general sanity check on frame to ensure safe plotting operations. More...
 
void makeProjectionSet (const RooAbsArg *plotVar, const RooArgSet *allVars, RooArgSet &projectedVars, Bool_t silent) const
 Utility function for plotOn() that constructs the set of observables to project when plotting ourselves as function of 'plotVar'. More...
 
TString integralNameSuffix (const RooArgSet &iset, const RooArgSet *nset=0, const char *rangeName=0, Bool_t omitEmpty=kFALSE) const
 Construct string with unique suffix name to give to integral object that encodes integrated observables, normalization observables and the integration range name. More...
 
Bool_t isSelectedComp () const
 If true, the current pdf is a selected component (for use in plotting) More...
 
RooFitResultchi2FitDriver (RooAbsReal &fcn, RooLinkedList &cmdList)
 Internal driver function for chi2 fits. More...
 
void plotOnCompSelect (RooArgSet *selNodes) const
 Helper function for plotting of composite p.d.fs. More...
 
RooPlotplotOnWithErrorBand (RooPlot *frame, const RooFitResult &fr, Double_t Z, const RooArgSet *params, const RooLinkedList &argList, Bool_t method1) const
 Plot function or p.d.f. More...
 
Bool_t matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a) const
 Utility function for use in getAnalyticalIntegral(). More...
 
Bool_t matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b) const
 Utility function for use in getAnalyticalIntegral(). More...
 
Bool_t matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c) const
 Utility function for use in getAnalyticalIntegral(). More...
 
Bool_t matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c, const RooArgProxy &d) const
 Utility function for use in getAnalyticalIntegral(). More...
 
Bool_t matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgSet &set) const
 Utility function for use in getAnalyticalIntegral(). More...
 
RooAbsRealcreateIntObj (const RooArgSet &iset, const RooArgSet *nset, const RooNumIntConfig *cfg, const char *rangeName) const
 Utility function for createIntegral that creates the actual integreal object. More...
 
void findInnerMostIntegration (const RooArgSet &allObs, RooArgSet &innerObs, const char *rangeName) const
 Utility function for createIntObj() that aids in the construct of recursive integrals over functions with multiple observables with parameterized ranges. More...
 
virtual Bool_t isValid () const
 Check if current value is valid. More...
 
virtual Bool_t isValidReal (Double_t value, Bool_t printError=kFALSE) const
 Interface function to check if given value is a valid value for this object. More...
 
Double_t traceEval (const RooArgSet *set) const
 Calculate current value of object, with error tracing wrapper. More...
 
virtual Bool_t traceEvalHook (Double_t) const
 
virtual void syncCache (const RooArgSet *set=0)
 
virtual void copyCache (const RooAbsArg *source, Bool_t valueOnly=kFALSE, Bool_t setValDirty=kTRUE)
 Copy the cached value of another RooAbsArg to our cache. More...
 
virtual void attachToTree (TTree &t, Int_t bufSize=32000)
 Attach object to a branch of given TTree. More...
 
virtual void attachToVStore (RooVectorDataStore &vstore)
 
virtual void setTreeBranchStatus (TTree &t, Bool_t active)
 (De)Activate associated tree branch More...
 
virtual void fillTreeBranch (TTree &t)
 Fill the tree branch that associated with this object with its current value. More...
 
virtual RooPlotplotOn (RooPlot *frame, PlotOpt o) const
 
virtual RooPlotplotAsymOn (RooPlot *frame, const RooAbsCategoryLValue &asymCat, PlotOpt o) const
 
void selectComp (Bool_t flag)
 
- Protected Member Functions inherited from RooAbsArg
void graphVizAddConnections (std::set< std::pair< RooAbsArg *, RooAbsArg * > > &)
 Utility function that inserts all point-to-point client-server connections between any two RooAbsArgs in the expression tree headed by this object in the linkSet argument. More...
 
virtual void operModeHook ()
 
virtual void optimizeDirtyHook (const RooArgSet *)
 
virtual void getParametersHook (const RooArgSet *, RooArgSet *, Bool_t) const
 
virtual void getObservablesHook (const RooArgSet *, RooArgSet *) const
 
void registerProxy (RooArgProxy &proxy)
 Register an RooArgProxy in the proxy list. More...
 
void registerProxy (RooSetProxy &proxy)
 Register an RooSetProxy in the proxy list. More...
 
void registerProxy (RooListProxy &proxy)
 Register an RooListProxy in the proxy list. More...
 
void unRegisterProxy (RooArgProxy &proxy)
 Remove proxy from proxy list. More...
 
void unRegisterProxy (RooSetProxy &proxy)
 Remove proxy from proxy list. More...
 
void unRegisterProxy (RooListProxy &proxy)
 Remove proxy from proxy list. More...
 
RooAbsProxygetProxy (Int_t index) const
 Return the nth proxy from the proxy list. More...
 
void setProxyNormSet (const RooArgSet *nset)
 Forward a change in the cached normalization argset to all the registered proxies. More...
 
Int_t numProxies () const
 Return the number of registered proxies. More...
 
void printAttribList (std::ostream &os) const
 Transient boolean attributes (not copied in ctor) More...
 
void attachToStore (RooAbsDataStore &store)
 
TString cleanBranchName () const
 Construct a mangled name from the actual name that is free of any math symbols that might be interpreted by TTree. More...
 
Bool_t inhibitDirty () const
 Delete watch flag. More...
 
void setValueDirty (const RooAbsArg *source) const
 Mark this object as having changed its value, and propagate this status change to all of our clients. More...
 
void setShapeDirty (const RooAbsArg *source) const
 Mark this object as having changed its shape, and propagate this status change to all of our clients. More...
 
- Protected Member Functions inherited from TObject
void MakeZombie ()
 
virtual void DoError (int level, const char *location, const char *fmt, va_list va) const
 Interface to ErrorHandler (protected). More...
 

Protected Attributes

RooArgSet_normSet
 
RooArgSet_funcCloneSet
 
RooAbsData_dataClone
 
RooAbsReal_funcClone
 
RooArgSet_projDeps
 
Bool_t _ownData
 
Bool_t _sealed
 
TString _sealNotice
 
RooArgSet_funcObsSet
 
RooArgSet _cachedNodes
 
RooAbsReal_origFunc
 List of nodes that are cached as constant expressions. More...
 
RooAbsData_origData
 
Bool_t _optimized
 
- Protected Attributes inherited from RooAbsTestStatistic
RooSetProxy _paramSet
 
RooAbsReal_func
 
RooAbsData_data
 
const RooArgSet_projDeps
 
std::string _rangeName
 
std::string _addCoefRangeName
 
Bool_t _splitRange
 
Int_t _simCount
 
Bool_t _verbose
 
Bool_t _init
 
GOFOpMode _gofOpMode
 Is object initialized. More...
 
Int_t _nEvents
 
Int_t _setNum
 
Int_t _numSets
 
Int_t _extSet
 
Int_t _nGof
 Number of designated set to calculated extended term. More...
 
pRooAbsTestStatistic_gofArray
 
std::vector< RooFit::MPSplit_gofSplitMode
 Array of sub-contexts representing part of the combined test statistic. More...
 
Int_t _nCPU
 GOF MP Split mode specified by component (when Auto is active) More...
 
pRooRealMPFE_mpfeArray
 
RooFit::MPSplit _mpinterl
 Array of parallel execution frond ends. More...
 
Bool_t _doOffset
 
Double_t _offset
 
Double_t _offsetCarry
 Offset. More...
 
Double_t _evalCarry
 avoids loss of precision More...
 
- Protected Attributes inherited from RooAbsReal
Double_t _plotMin
 
Double_t _plotMax
 
Int_t _plotBins
 
Double_t _value
 
TString _unit
 
TString _label
 
Bool_t _forceNumInt
 
Float_t _floatValue
 
Int_t _intValue
 Transient cache for floating point values from tree branches. More...
 
Bool_t _boolValue
 Transient cache for integer values from tree branches. More...
 
UChar_t _byteValue
 Transient cache for bool values from tree branches. More...
 
Char_t _sbyteValue
 Transient cache for byte values from tree branches. More...
 
UInt_t _uintValue
 Transient cache for signed byte values from tree branches. More...
 
RooNumIntConfig_specIntegratorConfig
 
Bool_t _treeVar
 
Bool_t _selectComp
 
RooArgSet_lastNSet
 
- Protected Attributes inherited from RooAbsArg
RooRefCountList _serverList
 
RooRefCountList _clientList
 
RooRefCountList _clientListShape
 
RooRefCountList _clientListValue
 
RooRefArray _proxyList
 
std::deque< RooAbsCache * > _cacheList
 
TIterator_clientShapeIter
 
TIterator_clientValueIter
 Iterator over _clientListShape. More...
 
std::set< std::string > _boolAttrib
 
std::map< std::string,
std::string > 
_stringAttrib
 
std::set< std::string > _boolAttribTransient
 
Bool_t _deleteWatch
 
Bool_t _valueDirty
 
Bool_t _shapeDirty
 
OperMode _operMode
 
Bool_t _fast
 
RooArgSet_ownedComponents
 
Bool_t _prohibitServerRedirect
 Set of owned component. More...
 
RooExpensiveObjectCache_eocache
 Prohibit server redirects – Debugging tool. More...
 
TNamed_namePtr
 
Bool_t _isConstant
 Do not persist. Pointer to global instance of string that matches object named. More...
 
Bool_t _localNoInhibitDirty
 Cached isConstant status. More...
 
- Protected Attributes inherited from TNamed
TString fName
 
TString fTitle
 

Friends

class RooAbsReal
 

Additional Inherited Members

- Public Types inherited from RooAbsReal
enum  ScaleType { Raw, Relative, NumEvent, RelativeExpected }
 
enum  ErrorLoggingMode { PrintErrors, CollectErrors, CountErrors, Ignore }
 
typedef std::map< const
RooAbsArg *, std::pair
< std::string, std::list
< EvalError >
> >::const_iterator 
EvalErrorIter
 
- Public Types inherited from RooAbsArg
enum  ConstOpCode { Activate =0, DeActivate =1, ConfigChange =2, ValueChange =3 }
 
enum  CacheMode { Always =0, NotAdvised =1, Never =2 }
 
enum  OperMode { Auto =0, AClean =1, ADirty =2 }
 
- Public Types inherited from TObject
enum  EStatusBits {
  kCanDelete = BIT(0), kMustCleanup = BIT(3), kObjInCanvas = BIT(3), kIsReferenced = BIT(4),
  kHasUUID = BIT(5), kCannotPick = BIT(6), kNoContextMenu = BIT(8), kInvalidObject = BIT(13)
}
 
enum  { kIsOnHeap = 0x01000000, kNotDeleted = 0x02000000, kZombie = 0x04000000, kBitMask = 0x00ffffff }
 
enum  { kSingleKey = BIT(0), kOverwrite = BIT(1), kWriteDelete = BIT(2) }
 
- Public Types inherited from RooPrintable
enum  ContentsOption {
  kName =1, kClassName =2, kValue =4, kArgs =8,
  kExtras =16, kAddress =32, kTitle =64, kCollectionHeader =128
}
 
enum  StyleOption {
  kInline =1, kSingleLine =2, kStandard =3, kVerbose =4,
  kTreeStructure =5
}
 
- Static Public Member Functions inherited from RooAbsReal
static RooNumIntConfigdefaultIntegratorConfig ()
 Returns the default numeric integration configuration for all RooAbsReals. More...
 
static void setCacheCheck (Bool_t flag)
 Activate cache validation mode. More...
 
static ErrorLoggingMode evalErrorLoggingMode ()
 Return current evaluation error logging mode. More...
 
static void setEvalErrorLoggingMode (ErrorLoggingMode m)
 Set evaluation error logging mode. More...
 
static void logEvalError (const RooAbsReal *originator, const char *origName, const char *message, const char *serverValueString=0)
 Interface to insert remote error logging messages received by RooRealMPFE into current error loggin stream. More...
 
static void printEvalErrors (std::ostream &os=std::cout, Int_t maxPerNode=10000000)
 Print all outstanding logged evaluation error on the given ostream. More...
 
static Int_t numEvalErrors ()
 Return the number of logged evaluation errors since the last clearing. More...
 
static Int_t numEvalErrorItems ()
 
static EvalErrorIter evalErrorIter ()
 
static void clearEvalErrorLog ()
 Clear the stack of evaluation error messages. More...
 
static void setHideOffset (Bool_t flag)
 
static Bool_t hideOffset ()
 
- Static Public Member Functions inherited from RooAbsArg
static void verboseDirty (Bool_t flag)
 Activate verbose messaging related to dirty flag propagation. More...
 
static void setDirtyInhibit (Bool_t flag)
 Control global dirty inhibit mode. More...
 
static UInt_t crc32 (const char *data)
 
static UInt_t crc32 (const char *data, ULong_t sz, UInt_t crc=0)
 
static UInt_t fnv1a32 (const char *data)
 
static UInt_t fnv1a32 (const char *data, ULong_t sz, UInt_t hash=fnv1a32start)
 
static ULong64_t fnv1a64 (const char *data)
 
static ULong64_t fnv1a64 (const char *data, ULong_t sz, ULong64_t hash=fnv1a64start)
 
static void ioStreamerPass2Finalize ()
 Method called by workspace container to finalize schema evolution issues that cannot be handled in a single ioStreamer pass. More...
 
- Static Public Member Functions inherited from TObject
static Long_t GetDtorOnly ()
 Return destructor only flag. More...
 
static void SetDtorOnly (void *obj)
 Set destructor only flag. More...
 
static Bool_t GetObjectStat ()
 Get status of object stat flag. More...
 
static void SetObjectStat (Bool_t stat)
 Turn on/off tracking of objects in the TObjectTable. More...
 
- Static Public Member Functions inherited from RooPrintable
static std::ostream & defaultPrintStream (std::ostream *os=0)
 Return a reference to the current default stream to use in Print(). More...
 
static void nameFieldLength (Int_t newLen)
 Set length of field reserved from printing name of RooAbsArgs in multi-line collection printing to given amount. More...
 
- Static Public Attributes inherited from RooAbsArg
static const UInt_t fnv1a32start = 2166136261u
 
static const ULong64_t fnv1a64start = (ULong64_t(3421674724u) << 32) | ULong64_t(2216829733u)
 
static std::map< RooAbsArg
*, TRefArray * > 
_ioEvoList
 
static std::stack< RooAbsArg * > _ioReadStack
 
- Protected Types inherited from RooAbsTestStatistic
enum  GOFOpMode { SimMaster, MPMaster, Slave }
 
- Static Protected Member Functions inherited from RooAbsReal
static void globalSelectComp (Bool_t flag)
 Global switch controlling the activation of the selectComp() functionality. More...
 
- Static Protected Attributes inherited from RooAbsReal
static Bool_t _cacheCheck
 
static Bool_t _globalSelectComp = kFALSE
 Component selection flag for RooAbsPdf::plotCompOn. More...
 
static Bool_t _hideOffset = kTRUE
 
- Static Protected Attributes inherited from RooAbsArg
static Bool_t _verboseDirty
 
static Bool_t _inhibitDirty
 
- Static Protected Attributes inherited from RooPrintable
static Int_t _nameLength
 

#include <RooAbsOptTestStatistic.h>

Inheritance diagram for RooAbsOptTestStatistic:
[legend]

Constructor & Destructor Documentation

RooAbsOptTestStatistic::RooAbsOptTestStatistic ( )

Default Constructor.

Definition at line 73 of file RooAbsOptTestStatistic.cxx.

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

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

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

Definition at line 109 of file RooAbsOptTestStatistic.cxx.

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

Copy constructor.

Definition at line 142 of file RooAbsOptTestStatistic.cxx.

RooAbsOptTestStatistic::~RooAbsOptTestStatistic ( )
virtual

Destructor.

Definition at line 431 of file RooAbsOptTestStatistic.cxx.

Member Function Documentation

virtual Bool_t RooAbsOptTestStatistic::allowFunctionCache ( )
inlineprotectedvirtual

Reimplemented in RooXYChi2Var.

Definition at line 68 of file RooAbsOptTestStatistic.h.

Referenced by constOptimizeTestStatistic().

virtual const char* RooAbsOptTestStatistic::cacheUniqueSuffix ( ) const
inlinevirtual

Reimplemented from RooAbsArg.

Definition at line 50 of file RooAbsOptTestStatistic.h.

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

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

This default implementation adds the partition return values

Implements RooAbsTestStatistic.

Definition at line 453 of file RooAbsOptTestStatistic.cxx.

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

Driver function to propagate constant term optimizations in test statistic.

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

Reimplemented from RooAbsTestStatistic.

Definition at line 506 of file RooAbsOptTestStatistic.cxx.

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

RooAbsData & RooAbsOptTestStatistic::data ( )

Definition at line 818 of file RooAbsOptTestStatistic.cxx.

const RooAbsData & RooAbsOptTestStatistic::data ( ) const

Definition at line 834 of file RooAbsOptTestStatistic.cxx.

RooAbsReal& RooAbsOptTestStatistic::function ( )
inline

Definition at line 43 of file RooAbsOptTestStatistic.h.

const RooAbsReal& RooAbsOptTestStatistic::function ( ) const
inline

Definition at line 44 of file RooAbsOptTestStatistic.h.

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

Definition at line 171 of file RooAbsOptTestStatistic.cxx.

Referenced by RooAbsOptTestStatistic().

virtual Bool_t RooAbsOptTestStatistic::isDerived ( ) const
inlinevirtual

Reimplemented from RooAbsArg.

Definition at line 53 of file RooAbsOptTestStatistic.h.

Bool_t RooAbsOptTestStatistic::isSealed ( ) const
inline

Definition at line 56 of file RooAbsOptTestStatistic.h.

void RooAbsOptTestStatistic::optimizeCaching ( )
protected

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

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

Definition at line 580 of file RooAbsOptTestStatistic.cxx.

Referenced by initSlave(), and optimizeConstantTerms().

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

Driver function to activate global constant term optimization.

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

Definition at line 609 of file RooAbsOptTestStatistic.cxx.

Referenced by constOptimizeTestStatistic().

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

Catch print hook function and forward to function clone.

Reimplemented from RooAbsTestStatistic.

Definition at line 487 of file RooAbsOptTestStatistic.cxx.

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

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

Reimplemented from RooAbsTestStatistic.

Definition at line 474 of file RooAbsOptTestStatistic.cxx.

virtual RooArgSet RooAbsOptTestStatistic::requiredExtraObservables ( ) const
inlineprotectedvirtual

Reimplemented in RooXYChi2Var.

Definition at line 73 of file RooAbsOptTestStatistic.h.

Referenced by optimizeCaching(), and optimizeConstantTerms().

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

Definition at line 55 of file RooAbsOptTestStatistic.h.

const char* RooAbsOptTestStatistic::sealNotice ( ) const
inline

Definition at line 57 of file RooAbsOptTestStatistic.h.

Referenced by data().

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

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

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

Reimplemented from RooAbsTestStatistic.

Definition at line 752 of file RooAbsOptTestStatistic.cxx.

Friends And Related Function Documentation

friend class RooAbsReal
friend

Definition at line 66 of file RooAbsOptTestStatistic.h.

Member Data Documentation

RooArgSet RooAbsOptTestStatistic::_cachedNodes
protected

Definition at line 86 of file RooAbsOptTestStatistic.h.

Referenced by optimizeConstantTerms(), and setDataSlave().

RooAbsData* RooAbsOptTestStatistic::_dataClone
protected
RooAbsReal* RooAbsOptTestStatistic::_funcClone
protected
RooArgSet* RooAbsOptTestStatistic::_funcCloneSet
protected

Definition at line 78 of file RooAbsOptTestStatistic.h.

Referenced by initSlave(), and RooAbsOptTestStatistic().

RooArgSet* RooAbsOptTestStatistic::_funcObsSet
protected
RooArgSet* RooAbsOptTestStatistic::_normSet
protected
Bool_t RooAbsOptTestStatistic::_optimized
protected

Definition at line 90 of file RooAbsOptTestStatistic.h.

Referenced by optimizeConstantTerms().

RooAbsData* RooAbsOptTestStatistic::_origData
protected

Definition at line 89 of file RooAbsOptTestStatistic.h.

Referenced by RooAbsOptTestStatistic().

RooAbsReal* RooAbsOptTestStatistic::_origFunc
protected

List of nodes that are cached as constant expressions.

Definition at line 88 of file RooAbsOptTestStatistic.h.

Referenced by RooAbsOptTestStatistic().

Bool_t RooAbsOptTestStatistic::_ownData
protected
RooArgSet* RooAbsOptTestStatistic::_projDeps
protected
Bool_t RooAbsOptTestStatistic::_sealed
protected

Definition at line 83 of file RooAbsOptTestStatistic.h.

Referenced by data(), isSealed(), RooAbsOptTestStatistic(), and seal().

TString RooAbsOptTestStatistic::_sealNotice
protected

Definition at line 84 of file RooAbsOptTestStatistic.h.

Referenced by seal(), and sealNotice().

Collaboration diagram for RooAbsOptTestStatistic:
[legend]

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