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Reference Guide
RooSimultaneous Class Reference

RooSimultaneous facilitates simultaneous fitting of multiple PDFs to subsets of a given dataset.

The class takes an index category, which is used as a selector for PDFs, and a list of PDFs, each associated with a state of the index category. RooSimultaneous always returns the value of the PDF that is associated with the current value of the index category.

Extended likelihood fitting is supported if all components support extended likelihood mode. The expected number of events by a RooSimultaneous is that of the component p.d.f. selected by the index category.

The index category can be accessed using indexCategory().

Generating events

When generating events from a RooSimultaneous, the index category has to be added to the dataset. Further, the PDF needs to know the relative probabilities of each category, i.e., how many events are in which category. This can be achieved in two ways:

  • Generating with proto data that have category entries: An event from the same category as in the proto data is created for each event in the proto data. See RooAbsPdf::generate(const RooArgSet&,const RooDataSet&,Int_t,bool,bool,bool) const.
  • No proto data: A category is chosen randomly.
    Note
    This requires that the PDFs building the simultaneous are extended. In this way, the relative probability of each category can be calculated from the number of events in each category.

PyROOT

Some member functions of RooSimultaneous that take a RooCmdArg as argument also support keyword arguments. So far, this applies to RooSimultaneous::plotOn. For example, the following code is equivalent in PyROOT:

# Directly passing a RooCmdArg:
pdfSim.plotOn(frame, ROOT.RooFit.Slice(sample,"control"), ROOT.RooFit.ProjWData(sampleSet, combData))
# With keyword arguments:
simPdf.plotOn(frame, Slice=(sample, "control"), ProjWData=(sampleSet, combData))

Definition at line 37 of file RooSimultaneous.h.

Classes

class  CacheElem
 

Public Member Functions

 RooSimultaneous ()
 
 RooSimultaneous (const char *name, const char *title, const RooArgList &pdfList, RooAbsCategoryLValue &indexCat)
 Constructor from index category and full list of PDFs. More...
 
 RooSimultaneous (const char *name, const char *title, RooAbsCategoryLValue &indexCat)
 Constructor with index category. More...
 
 RooSimultaneous (const char *name, const char *title, std::map< std::string, RooAbsPdf * > pdfMap, RooAbsCategoryLValue &inIndexCat)
 
 RooSimultaneous (const RooSimultaneous &other, const char *name=0)
 Copy constructor. More...
 
 ~RooSimultaneous () override
 Destructor. More...
 
bool addPdf (const RooAbsPdf &pdf, const char *catLabel)
 Associate given PDF with index category state label 'catLabel'. More...
 
double analyticalIntegralWN (Int_t code, const RooArgSet *normSet, const char *rangeName=0) const override
 Return analytical integration defined by given code. More...
 
TObjectclone (const char *newname) const override
 
double evaluate () const override
 Return the current value: the value of the PDF associated with the current index category state. More...
 
double expectedEvents (const RooArgSet *nset) const override
 Return the number of expected events: If the index is in nset, then return the sum of the expected events of all components, otherwise return the number of expected events of the PDF associated with the current index category state. More...
 
ExtendMode extendMode () const override
 Examine the pdf components and check if one of them can be extended or must be extended It is enough to have one component that can be exteded or must be extended to return the flag in the total simultaneous pdf. More...
 
virtual RooDataHistfillDataHist (RooDataHist *hist, const RooArgSet *nset, double scaleFactor, bool correctForBinVolume=false, bool showProgress=false) const
 
bool forceAnalyticalInt (const RooAbsArg &) const override
 
RooDataSetgenerateSimGlobal (const RooArgSet &whatVars, Int_t nEvents) override
 Special generator interface for generation of 'global observables' – for RooStats tools. More...
 
Int_t getAnalyticalIntegralWN (RooArgSet &allVars, RooArgSet &numVars, const RooArgSet *normSet, const char *rangeName=0) const override
 Forward determination of analytical integration capabilities to component p.d.f.s A unique code is assigned to the combined integration capabilities of all associated p.d.f.s. More...
 
RooAbsPdfgetPdf (const char *catName) const
 Return the p.d.f associated with the given index category name. More...
 
const RooAbsCategoryLValueindexCat () const
 
TClassIsA () const override
 
RooPlotplotOn (RooPlot *frame, const RooCmdArg &arg1, 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 override
 
RooPlotplotOn (RooPlot *frame, 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 RooCmdArg &arg9=RooCmdArg::none(), const RooCmdArg &arg10=RooCmdArg::none()) const override
 Helper calling plotOn(RooPlot*, RooLinkedList&) const. More...
 
virtual RooPlotplotOn (RooPlot *frame, Option_t *drawOptions, double scaleFactor=1.0, ScaleType stype=Relative, const RooAbsData *projData=0, const RooArgSet *projSet=0, double precision=1e-3, bool shiftToZero=false, const RooArgSet *projDataSet=0, double rangeLo=0, double rangeHi=0, RooCurve::WingMode wmode=RooCurve::Extended) const
 OBSOLETE – Retained for backward compatibility. More...
 
RooPlotplotOn (RooPlot *frame, PlotOpt o) const override
 Plot oneself on 'frame'. More...
 
RooPlotplotOn (RooPlot *frame, RooLinkedList &cmdList) const override
 Plot (project) PDF on specified frame. More...
 
RooPlotplotOn (RooPlot *frame, RooLinkedList &cmdList) const override
 Back-end for plotOn() implementation on RooSimultaneous which needs special handling because a RooSimultaneous PDF cannot project out its index category via integration. More...
 
bool selfNormalized () const override
 Shows if a PDF is self-normalized, which means that no attempt is made to add a normalization term. More...
 
void Streamer (TBuffer &) override
 Stream an object of class TObject. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
void wrapPdfsInBinSamplingPdfs (RooAbsData const &data, double precision)
 Wraps the components of this RooSimultaneous in RooBinSamplingPdfs. More...
 
void wrapPdfsInBinSamplingPdfs (RooAbsData const &data, std::map< std::string, double > const &precisions, bool useCategoryNames=false)
 Wraps the components of this RooSimultaneous in RooBinSamplingPdfs, with a different precision parameter for each component. More...
 
- Public Member Functions inherited from RooAbsPdf
 RooAbsPdf ()
 Default constructor. More...
 
 RooAbsPdf (const char *name, const char *title, double minVal, double maxVal)
 Constructor with name, title, and plot range. More...
 
 RooAbsPdf (const char *name, const char *title=0)
 Constructor with name and title only. More...
 
 ~RooAbsPdf () override
 Destructor. More...
 
double analyticalIntegralWN (Int_t code, const RooArgSet *normSet, const char *rangeName=0) const override
 Analytical integral with normalization (see RooAbsReal::analyticalIntegralWN() for further information) More...
 
virtual RooAbsGenContextautoGenContext (const RooArgSet &vars, const RooDataSet *prototype=0, const RooArgSet *auxProto=0, bool verbose=false, bool autoBinned=true, const char *binnedTag="") const
 
virtual RooAbsGenContextbinnedGenContext (const RooArgSet &vars, bool verbose=false) const
 Return a binned generator context. More...
 
bool canBeExtended () const
 If true, PDF can provide extended likelihood term. More...
 
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. More...
 
virtual RooFitResultchi2FitTo (RooDataHist &data, const RooLinkedList &cmdList)
 Perform a \( \chi^2 \) fit to given histogram. More...
 
RooFitResultchi2FitTo (RooDataHist &data, const RooLinkedList &cmdList) override
 Calls RooAbsPdf::createChi2(RooDataSet& data, const RooLinkedList& cmdList) and returns fit result. 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())
 Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset xydata. More...
 
virtual RooFitResultchi2FitTo (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...
 
RooAbsRealcreateCdf (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
 Create a cumulative distribution function of this p.d.f in terms of the observables listed in iset. More...
 
RooAbsRealcreateCdf (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 integral of the function over one or more observables listed in iset. 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 \( \chi^2 \) variable from a histogram and this function. More...
 
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()) override
 Create a \( \chi^2 \) from a histogram and this function. More...
 
virtual RooAbsRealcreateChi2 (RooDataHist &data, const RooLinkedList &cmdList)
 
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 values stored in a dataset. More...
 
virtual RooAbsRealcreateChi2 (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...
 
RooAbsRealcreateChi2 (RooDataSet &data, const RooLinkedList &cmdList) override
 Argument-list version of RooAbsPdf::createChi2() More...
 
virtual RooAbsRealcreateNLL (RooAbsData &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())
 Construct representation of -log(L) of PDF with given dataset. More...
 
virtual RooAbsRealcreateNLL (RooAbsData &data, const RooLinkedList &cmdList)
 Construct representation of -log(L) of PDFwith given dataset. More...
 
virtual RooAbsPdfcreateProjection (const RooArgSet &iset)
 Return a p.d.f that represent a projection of this p.d.f integrated over given observables. More...
 
RooAbsRealcreateScanCdf (const RooArgSet &iset, const RooArgSet &nset, Int_t numScanBins, Int_t intOrder)
 
double expectedEvents (const RooArgSet &nset) const
 Return expected number of events to be used in calculation of extended likelihood. More...
 
virtual double expectedEvents (const RooArgSet *nset) const
 Return expected number of events to be used in calculation of extended likelihood. More...
 
double extendedTerm (double sumEntries, const RooArgSet *nset, double sumEntriesW2=0.0) const
 Return the extended likelihood term ( \( N_\mathrm{expect} - N_\mathrm{observed} \cdot \log(N_\mathrm{expect} \)) of this PDF for the given number of observed events. More...
 
double extendedTerm (RooAbsData const &data, bool weightSquared) const
 Return the extended likelihood term ( \( N_\mathrm{expect} - N_\mathrm{observed} \cdot \log(N_\mathrm{expect} \)) of this PDF for the given number of observed events. More...
 
virtual ExtendMode extendMode () const
 Returns ability of PDF to provide extended likelihood terms. More...
 
virtual RooFitResultfitTo (RooAbsData &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())
 Fit PDF to given dataset. More...
 
virtual RooFitResultfitTo (RooAbsData &data, const RooLinkedList &cmdList)
 Fit PDF to given dataset. More...
 
virtual RooAbsGenContextgenContext (const RooArgSet &vars, const RooDataSet *prototype=0, const RooArgSet *auxProto=0, bool verbose=false) const
 Interface function to create a generator context from a p.d.f. More...
 
RooDataSetgenerate (const RooArgSet &whatVars, 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())
 Generate a new dataset containing the specified variables with events sampled from our distribution. More...
 
RooDataSetgenerate (const RooArgSet &whatVars, const RooDataSet &prototype, Int_t nEvents=0, bool verbose=false, bool randProtoOrder=false, bool resampleProto=false) const
 Generate a new dataset using a prototype dataset as a model, with values of the variables in whatVars sampled from our distribution. More...
 
RooDataSetgenerate (const RooArgSet &whatVars, double nEvents=0, bool verbose=false, bool autoBinned=true, const char *binnedTag="", bool expectedData=false, bool extended=false) const
 Generate a new dataset containing the specified variables with events sampled from our distribution. More...
 
RooDataSetgenerate (const RooArgSet &whatVars, Int_t nEvents, const RooCmdArg &arg1, const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none())
 See RooAbsPdf::generate(const RooArgSet&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&) More...
 
RooDataSetgenerate (GenSpec &) const
 Generate according to GenSpec obtained from prepareMultiGen(). More...
 
virtual RooDataHistgenerateBinned (const RooArgSet &whatVars, 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
 Generate a new dataset containing the specified variables with events sampled from our distribution. More...
 
virtual RooDataHistgenerateBinned (const RooArgSet &whatVars, double nEvents, bool expectedData=false, bool extended=false) const
 Generate a new dataset containing the specified variables with events sampled from our distribution. More...
 
virtual RooDataHistgenerateBinned (const RooArgSet &whatVars, double nEvents, const RooCmdArg &arg1, const RooCmdArg &arg2=RooCmdArg::none(), const RooCmdArg &arg3=RooCmdArg::none(), const RooCmdArg &arg4=RooCmdArg::none(), const RooCmdArg &arg5=RooCmdArg::none()) const
 As RooAbsPdf::generateBinned(const RooArgSet&, const RooCmdArg&,const RooCmdArg&, const RooCmdArg&,const RooCmdArg&, const RooCmdArg&,const RooCmdArg&) More...
 
virtual void generateEvent (Int_t code)
 Interface for generation of an event using the algorithm corresponding to the specified code. More...
 
virtual RooDataSetgenerateSimGlobal (const RooArgSet &whatVars, Int_t nEvents)
 Special generator interface for generation of 'global observables' – for RooStats tools. More...
 
virtual RooArgSetgetAllConstraints (const RooArgSet &observables, RooArgSet &constrainedParams, bool stripDisconnected=true) const
 This helper function finds and collects all constraints terms of all component p.d.f.s and returns a RooArgSet with all those terms. More...
 
virtual RooArgSetgetConstraints (const RooArgSet &, RooArgSet &, bool) const
 
virtual Int_t getGenerator (const RooArgSet &directVars, RooArgSet &generateVars, bool staticInitOK=true) const
 Load generatedVars with the subset of directVars that we can generate events for, and return a code that specifies the generator algorithm we will use. More...
 
const RooNumGenConfiggetGeneratorConfig () const
 Return the numeric MC generator configuration used for this object. More...
 
RooSpan< const doublegetLogProbabilities (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet=nullptr) const
 Compute the log-likelihoods for all events in the requested batch. More...
 
void getLogProbabilities (RooSpan< const double > pdfValues, double *output) const
 
virtual double getLogVal (const RooArgSet *set=0) const
 Return the log of the current value with given normalization An error message is printed if the argument of the log is negative. More...
 
RooSpan< const doublegetLogValBatch (std::size_t begin, std::size_t batchSize, const RooArgSet *normSet=nullptr) const
 
double getNorm (const RooArgSet &nset) const
 Get normalisation term needed to normalise the raw values returned by getVal(). More...
 
virtual double getNorm (const RooArgSet *set=0) const
 Get normalisation term needed to normalise the raw values returned by getVal(). More...
 
const RooAbsRealgetNormIntegral (const RooArgSet &nset) const
 
virtual const RooAbsRealgetNormObj (const RooArgSet *set, const RooArgSet *iset, const TNamed *rangeName=0) const
 Return pointer to RooAbsReal object that implements calculation of integral over observables iset in range rangeName, optionally taking the integrand normalized over observables nset. More...
 
std::vector< doublegetValues (RooAbsData const &data, RooFit::BatchModeOption batchMode=RooFit::BatchModeOption::Cpu) const
 
RooSpan< const doublegetValues (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet) const override
 Compute batch of values for given input data, and normalise by integrating over the observables in normSet. More...
 
virtual RooSpan< const doublegetValues (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet=nullptr) const
 
double getValV (const RooArgSet *set=0) const override
 Return current value, normalized by integrating over the observables in nset. More...
 
virtual void initGenerator (Int_t code)
 Interface for one-time initialization to setup the generator for the specified code. More...
 
TClassIsA () const override
 
virtual bool isDirectGenSafe (const RooAbsArg &arg) const
 Check if given observable can be safely generated using the pdfs internal generator mechanism (if that existsP). More...
 
std::unique_ptr< RooFitResultminimizeNLL (RooAbsReal &nll, RooAbsData const &data, MinimizerConfig const &cfg)
 Minimizes a given NLL variable by finding the optimal parameters with the RooMinimzer. More...
 
bool mustBeExtended () const
 If true PDF must provide extended likelihood term. More...
 
const char * normRange () const
 
virtual RooPlotparamOn (RooPlot *frame, const RooAbsData *data, const char *label="", Int_t sigDigits=2, Option_t *options="NELU", double xmin=0.65, double xmax=0.9, double ymax=0.9)
 
virtual RooPlotparamOn (RooPlot *frame, 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())
 Add a box with parameter values (and errors) to the specified frame. More...
 
RooPlotplotOn (RooPlot *frame, 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 RooCmdArg &arg9=RooCmdArg::none(), const RooCmdArg &arg10=RooCmdArg::none()) const override
 Helper calling plotOn(RooPlot*, RooLinkedList&) const. More...
 
RooPlotplotOn (RooPlot *frame, RooLinkedList &cmdList) const override
 Plot (project) PDF on specified frame. More...
 
GenSpecprepareMultiGen (const RooArgSet &whatVars, 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())
 Prepare GenSpec configuration object for efficient generation of multiple datasets from identical specification. More...
 
void printMultiline (std::ostream &os, Int_t contents, bool verbose=false, TString indent="") const override
 Print multi line detailed information of this RooAbsPdf. More...
 
void printValue (std::ostream &os) const override
 Print value of p.d.f, also print normalization integral that was last used, if any. More...
 
virtual void resetErrorCounters (Int_t resetValue=10)
 Reset error counter to given value, limiting the number of future error messages for this pdf to 'resetValue'. More...
 
virtual bool selfNormalized () const
 Shows if a PDF is self-normalized, which means that no attempt is made to add a normalization term. More...
 
void setGeneratorConfig ()
 Remove the specialized numeric MC generator configuration associated with this object. More...
 
void setGeneratorConfig (const RooNumGenConfig &config)
 Set the given configuration as default numeric MC generator configuration for this object. More...
 
void setNormRange (const char *rangeName)
 
void setNormRangeOverride (const char *rangeName)
 
void setTraceCounter (Int_t value, bool allNodes=false)
 Reset trace counter to given value, limiting the number of future trace messages for this pdf to 'value'. More...
 
RooNumGenConfigspecialGeneratorConfig () const
 Returns the specialized integrator configuration for this RooAbsReal. More...
 
RooNumGenConfigspecialGeneratorConfig (bool createOnTheFly)
 Returns the specialized integrator configuration for this RooAbsReal. More...
 
void Streamer (TBuffer &) override
 Stream an object of class TObject. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
- 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 minVal, double maxVal, const char *unit="")
 Constructor with plot range and unit label. More...
 
 RooAbsReal (const RooAbsReal &other, const char *name=0)
 Copy constructor. More...
 
 ~RooAbsReal () override
 Destructor. More...
 
virtual double analyticalIntegral (Int_t code, const char *rangeName=0) const
 Implements the actual analytical integral(s) advertised by getAnalyticalIntegral. More...
 
virtual double analyticalIntegralWN (Int_t code, const RooArgSet *normSet, const char *rangeName=0) const
 Implements the actual analytical integral(s) advertised by getAnalyticalIntegral. 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...
 
virtual std::list< double > * binBoundaries (RooAbsRealLValue &obs, double xlo, double xhi) const
 Retrieve bin boundaries if this distribution is binned in obs. More...
 
RooAbsFuncbindVars (const RooArgSet &vars, const RooArgSet *nset=0, bool clipInvalid=false) const
 Create an interface adaptor f(vars) that binds us to the specified variables (in arbitrary order). More...
 
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. More...
 
virtual RooFitResultchi2FitTo (RooDataHist &data, const RooLinkedList &cmdList)
 Perform a \( \chi^2 \) fit to given histogram. 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())
 Perform a 2-D \( \chi^2 \) fit using a series of x and y values stored in the dataset xydata. More...
 
virtual RooFitResultchi2FitTo (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 void computeBatch (cudaStream_t *, double *output, size_t size, RooFit::Detail::DataMap const &) const
 Base function for computing multiple values of a RooAbsReal. 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 \( \chi^2 \) variable from a histogram and this function. More...
 
virtual RooAbsRealcreateChi2 (RooDataHist &data, const RooLinkedList &cmdList)
 
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 values stored in a dataset. More...
 
virtual RooAbsRealcreateChi2 (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...
 
RooAbsArgcreateFundamental (const char *newname=0) const override
 Create a RooRealVar fundamental object with our properties. 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...
 
TH1createHistogram (const char *name, const RooAbsRealLValue &xvar, RooLinkedList &argList) const
 Internal method implementing createHistogram. 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. More...
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const char *rangeName) const
 Create integral over observables in iset in range named rangeName. More...
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const RooArgSet &nset, const char *rangeName=0) const
 Create integral over observables in iset in range named rangeName with integrand normalized over observables in nset. More...
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const RooArgSet &nset, const RooNumIntConfig &cfg, const char *rangeName=0) const
 Create integral over observables in iset in range named rangeName with integrand normalized over observables in nset while using specified configuration for any numeric integration. More...
 
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. 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. More...
 
RooAbsRealcreateIntegral (const RooArgSet &iset, const RooNumIntConfig &cfg, const char *rangeName=0) const
 Create integral over observables in iset in range named rangeName using specified configuration for any numeric integration. More...
 
RooAbsRealcreateIntRI (const RooArgSet &iset, const RooArgSet &nset=RooArgSet())
 Utility function for createRunningIntegral. 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...
 
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...
 
virtual RooAbsRealcreateProfile (const RooArgSet &paramsOfInterest)
 Create a RooProfileLL object that eliminates all nuisance parameters in the present function. More...
 
RooAbsRealcreateRunningIntegral (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...
 
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...
 
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 double defaultErrorLevel () const
 
RooDerivativederivative (RooRealVar &obs, const RooArgSet &normSet, Int_t order, double eps=0.001)
 Return function representing first, second or third order derivative of this function. More...
 
RooDerivativederivative (RooRealVar &obs, Int_t order=1, double eps=0.001)
 Return function representing first, second or third order derivative of this function. More...
 
virtual void enableOffsetting (bool)
 
RooDataHistfillDataHist (RooDataHist *hist, const RooArgSet *nset, double scaleFactor, bool correctForBinVolume=false, bool showProgress=false) const
 Fill a RooDataHist with values sampled from this function at the bin centers. More...
 
TH1fillHistogram (TH1 *hist, const RooArgList &plotVars, double scaleFactor=1, const RooArgSet *projectedVars=0, bool scaling=true, const RooArgSet *condObs=0, bool setError=true) const
 Fill the ROOT histogram 'hist' with values sampled from this function at the bin centers. More...
 
double findRoot (RooRealVar &x, double xmin, double xmax, double yval)
 Return value of x (in range xmin,xmax) at which function equals yval. More...
 
virtual void fixAddCoefNormalization (const RooArgSet &addNormSet=RooArgSet(), bool force=true)
 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 force=true)
 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 forceAnalyticalInt (const RooAbsArg &) const
 
virtual void forceNumInt (bool flag=true)
 
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...
 
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 requested. More...
 
bool getForceNumInt () const
 
RooNumIntConfiggetIntegratorConfig ()
 Return the numeric integration configuration used for this object. More...
 
const RooNumIntConfiggetIntegratorConfig () 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 getPropagatedError (const RooFitResult &fr, const RooArgSet &nset=RooArgSet()) const
 Calculate error on self by linearly propagating errors on parameters using the covariance matrix from a fit result. More...
 
TString getTitle (bool appendUnit=false) const
 Return this variable's title string. More...
 
const Text_tgetUnit () const
 
double getVal (const RooArgSet &normalisationSet) const
 Like getVal(const RooArgSet*), but always requires an argument for normalisation. More...
 
double getVal (const RooArgSet *normalisationSet=nullptr) const
 Evaluate object. More...
 
virtual RooSpan< const doublegetValBatch (std::size_t, std::size_t, const RooArgSet *=nullptr)=delete
 
std::vector< doublegetValues (RooAbsData const &data, RooFit::BatchModeOption batchMode=RooFit::BatchModeOption::Cpu) const
 
virtual RooSpan< const doublegetValues (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet=nullptr) const
 
virtual double getValV (const RooArgSet *normalisationSet=nullptr) const
 Return value of object. More...
 
RooMultiGenFunctioniGenFunction (const RooArgSet &observables, const RooArgSet &nset=RooArgSet())
 
RooGenFunctioniGenFunction (RooRealVar &x, const RooArgSet &nset=RooArgSet())
 
TClassIsA () const override
 
virtual bool isBinnedDistribution (const RooArgSet &) const
 Tests if the distribution is binned. Unless overridden by derived classes, this always returns false. More...
 
bool isIdentical (const RooAbsArg &other, bool assumeSameType=false) const override
 
virtual bool isOffsetting () const
 
void logEvalError (const char *message, const char *serverValueString=0) const
 Log evaluation error message. More...
 
virtual double maxVal (Int_t code) const
 Return maximum value for set of observables identified by code assigned in getMaxVal. More...
 
RooAbsMomentmean (RooRealVar &obs)
 
RooAbsMomentmean (RooRealVar &obs, const RooArgSet &nset)
 
virtual Int_t minTrialSamples (const RooArgSet &) const
 
RooAbsMomentmoment (RooRealVar &obs, const RooArgSet &normObs, Int_t order, bool central, bool takeRoot, bool intNormObs)
 Return function representing moment of p.d.f (normalized w.r.t given observables) of given order. More...
 
RooAbsMomentmoment (RooRealVar &obs, Int_t order, bool central, bool takeRoot)
 Return function representing moment of function of given order. More...
 
virtual double offset () const
 
RooAbsRealoperator= (const RooAbsReal &other)
 Assign values, name and configs from another RooAbsReal. More...
 
bool operator== (const RooAbsArg &other) const override
 Equality operator when comparing to another RooAbsArg. More...
 
bool operator== (double value) const
 Equality operator comparing to a double. 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 RooPlotplotOn (RooPlot *frame, RooLinkedList &cmdList) const
 Internal back-end function of plotOn() with named arguments. More...
 
virtual std::list< double > * plotSamplingHint (RooAbsRealLValue &obs, double xlo, double xhi) const
 Interface for returning an optional hint for initial sampling points when constructing a curve projected on observable obs. More...
 
virtual RooPlotplotSliceOn (RooPlot *frame, const RooArgSet &sliceSet, Option_t *drawOptions="L", double 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 preferred order of observables for scanning their values into a (multi-dimensional) histogram or RooDataSet. More...
 
void printMultiline (std::ostream &os, Int_t contents, bool verbose=false, TString indent="") const override
 Structure printing. More...
 
void printValue (std::ostream &os) const override
 Print object value. More...
 
bool readFromStream (std::istream &is, bool compact, bool verbose=false) override
 Read object contents from stream (dummy for now) More...
 
void setCachedValue (double value, bool notifyClients=true) final
 Overwrite the value stored in this object's cache. More...
 
virtual bool setData (RooAbsData &, bool=true)
 
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)
 
RooAbsMomentsigma (RooRealVar &obs)
 
RooAbsMomentsigma (RooRealVar &obs, const RooArgSet &nset)
 
RooNumIntConfigspecialIntegratorConfig () const
 Returns the specialized integrator configuration for this RooAbsReal. More...
 
RooNumIntConfigspecialIntegratorConfig (bool createOnTheFly)
 Returns the specialized integrator configuration for this RooAbsReal. More...
 
void Streamer (TBuffer &) override
 Stream an object of class TObject. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
void writeToStream (std::ostream &os, bool compact) const override
 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...
 
 ~RooAbsArg () override
 Destructor. More...
 
bool addOwnedComponents (const RooAbsCollection &comps)
 Take ownership of the contents of 'comps'. More...
 
bool addOwnedComponents (RooAbsCollection &&comps)
 Take ownership of the contents of 'comps'. More...
 
bool addOwnedComponents (RooArgList &&comps)
 Take ownership of the contents of 'comps'. More...
 
template<typename... Args_t>
bool addOwnedComponents (std::unique_ptr< Args_t >... comps)
 
virtual void applyWeightSquared (bool flag)
 Disables or enables the usage of squared weights. More...
 
void attachArgs (const RooAbsCollection &set)
 Bind this node to objects in set. More...
 
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
 
virtual bool canComputeBatchWithCuda () const
 
virtual bool checkObservables (const RooArgSet *nset) const
 Overloadable function in which derived classes can implement consistency checks of the variables. More...
 
virtual TObjectclone (const char *newname=0) const =0
 
TObjectClone (const char *newname=0) const override
 Make a clone of an object using the Streamer facility. More...
 
virtual RooAbsArgcloneTree (const char *newname=0) const
 Clone tree expression of objects. More...
 
Int_t Compare (const TObject *other) const override
 Utility function used by TCollection::Sort to compare contained TObjects We implement comparison by name, resulting in alphabetical sorting by object name. More...
 
Int_t defaultPrintContents (Option_t *opt) const override
 Define default contents to print. More...
 
bool dependsOn (const RooAbsArg &server, const RooAbsArg *ignoreArg=0, bool valueOnly=false) const
 Test whether we depend on (ie, are served by) the specified object. More...
 
bool dependsOn (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0, bool valueOnly=false) const
 Test whether we depend on (ie, are served by) any object in the specified collection. More...
 
bool dependsOnValue (const RooAbsArg &server, const RooAbsArg *ignoreArg=0) const
 Check whether this object depends on values served from the object passed as server. More...
 
bool dependsOnValue (const RooAbsCollection &serverList, const RooAbsArg *ignoreArg=0) const
 Check whether this object depends on values from an element in the serverList. More...
 
virtual void fillNormSetForServer (RooArgSet const &normSet, RooAbsArg const &server, RooArgSet &serverNormSet) const
 Fills a RooArgSet to be used as the normalization set for a server, given a normalization set for this RooAbsArg. More...
 
bool getAttribute (const Text_t *name) const
 Check if a named attribute is set. By default, all attributes are unset. More...
 
RooLinkedList getCloningAncestors () const
 Return ancestors in cloning chain of this RooAbsArg. More...
 
RooArgSetgetComponents () const
 Create a RooArgSet with all components (branch nodes) of the expression tree headed by this object. More...
 
bool getObservables (const RooAbsCollection *depList, RooArgSet &outputSet, bool valueOnly=true) 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...
 
RooArgSetgetObservables (const RooAbsData &data) const
 Return the observables of this pdf given the observables defined by data. More...
 
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 RooArgSet &set, bool valueOnly=true) const
 Given a set of possible observables, return the observables that this PDF depends on. More...
 
RooArgSetgetObservables (const RooArgSet *depList, bool valueOnly=true) 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...
 
RooArgSetgetParameters (const RooAbsData &data, bool stripDisconnected=true) const
 Return the parameters of this p.d.f when used in conjuction with dataset 'data'. More...
 
RooArgSetgetParameters (const RooAbsData *data, bool stripDisconnected=true) 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 RooArgSet &observables, bool stripDisconnected=true) const
 Return the parameters of the p.d.f given the provided set of observables. More...
 
RooArgSetgetParameters (const RooArgSet *observables, bool stripDisconnected=true) 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...
 
virtual bool getParameters (const RooArgSet *observables, RooArgSet &outputSet, bool stripDisconnected=true) const
 Fills a list with 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...
 
RooAbsProxygetProxy (Int_t index) const
 Return the nth proxy from the proxy list. More...
 
const Text_tgetStringAttribute (const Text_t *key) const
 Get string attribute mapped under key 'key'. More...
 
bool getTransientAttribute (const Text_t *name) const
 Check if a named attribute is set. More...
 
RooArgSetgetVariables (bool stripDisconnected=true) 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 hasClients () const
 
virtual bool hasRange (const char *) const
 
virtual bool importWorkspaceHook (RooWorkspace &ws)
 
virtual bool inRange (const char *) const
 
bool isCloneOf (const RooAbsArg &other) const
 Check if this object was created as a clone of 'other'. More...
 
bool isConstant () const
 Check if the "Constant" attribute is set. More...
 
virtual bool isDerived () const
 Does value or shape of this arg depend on any other arg? More...
 
virtual bool isIdentical (const RooAbsArg &other, bool assumeSameType=false) const =0
 
virtual bool isReducerNode () const
 
bool IsSortable () const override
 
bool localNoDirtyInhibit () const
 
const TNamednamePtr () const
 De-duplicated pointer to this object's name. More...
 
Int_t numProxies () const
 Return the number of registered proxies. More...
 
bool 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 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...
 
RooAbsArgoperator= (const RooAbsArg &other)
 Assign all boolean and string properties of the original object. More...
 
virtual bool operator== (const RooAbsArg &other) const =0
 
bool overlaps (const RooAbsArg &testArg, bool valueOnly=false) const
 Test if any of the nodes of tree are shared with that of the given tree. More...
 
const RooArgSetownedComponents () const
 
void Print (Option_t *options=0) const override
 Print the object to the defaultPrintStream(). More...
 
void printAddress (std::ostream &os) const override
 Print class name of object. More...
 
void printArgs (std::ostream &os) const override
 Print object arguments, ie its proxies. More...
 
void printClassName (std::ostream &os) const override
 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 depth=true) const
 Print information about current value dirty state information. More...
 
virtual void printMetaArgs (std::ostream &) const
 
void printMultiline (std::ostream &os, Int_t contents, bool verbose=false, TString indent="") const override
 Implement multi-line detailed printing. More...
 
void printName (std::ostream &os) const override
 Print object name. More...
 
void printTitle (std::ostream &os) const override
 Print object title. More...
 
void printTree (std::ostream &os, TString indent="") const override
 Print object tree structure. More...
 
virtual bool readFromStream (std::istream &is, bool compact, bool verbose=false)=0
 
bool recursiveCheckObservables (const RooArgSet *nset) const
 Recursively call checkObservables on all nodes in the expression tree. More...
 
void setAttribute (const Text_t *name, bool value=true)
 Set (default) or clear a named boolean attribute of this object. More...
 
void setLocalNoDirtyInhibit (bool flag) const
 
void SetName (const char *name) override
 Set the name of the TNamed. More...
 
void SetNameTitle (const char *name, const char *title) override
 Set all the TNamed parameters (name and title). More...
 
void setProhibitServerRedirect (bool flag)
 
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 value=true)
 Set (default) or clear a named boolean attribute of this object. More...
 
void setWorkspace (RooWorkspace &ws)
 
const std::map< std::string, std::string > & stringAttributes () const
 
const std::set< std::string > & transientAttributes () const
 
virtual void writeToStream (std::ostream &os, bool compact) const =0
 
TIteratorclientIterator () const
 Retrieve a client iterator. More...
 
TIteratorvalueClientIterator () const
 
TIteratorshapeClientIterator () const
 
TIteratorserverIterator () const
 
RooFIter valueClientMIterator () const
 
RooFIter shapeClientMIterator () const
 
RooFIter serverMIterator () const
 
RooArgSetgetDependents (const RooArgSet &set) const
 
RooArgSetgetDependents (const RooAbsData *set) const
 
RooArgSetgetDependents (const RooArgSet *depList) const
 
bool dependentOverlaps (const RooAbsData *dset, const RooAbsArg &testArg) const
 
bool dependentOverlaps (const RooArgSet *depList, const RooAbsArg &testArg) const
 
bool checkDependents (const RooArgSet *nset) const
 
bool recursiveCheckDependents (const RooArgSet *nset) const
 
const RefCountList_tclients () const
 List of all clients of this object. More...
 
const RefCountList_tvalueClients () const
 List of all value clients of this object. Value clients receive value updates. More...
 
const RefCountList_tshapeClients () const
 List of all shape clients of this object. More...
 
const RefCountList_tservers () const
 List of all servers of this object. More...
 
RooAbsArgfindServer (const char *name) const
 Return server of this with name name. Returns nullptr if not found. More...
 
RooAbsArgfindServer (const RooAbsArg &arg) const
 Return server of this that has the same name as arg. Returns nullptr if not found. More...
 
RooAbsArgfindServer (Int_t index) const
 Return i-th server from server list. More...
 
bool isValueServer (const RooAbsArg &arg) const
 Check if this is serving values to arg. More...
 
bool isValueServer (const char *name) const
 Check if this is serving values to an object with name name. More...
 
bool isShapeServer (const RooAbsArg &arg) const
 Check if this is serving shape to arg. More...
 
bool isShapeServer (const char *name) const
 Check if this is serving shape to an object with name name. More...
 
void leafNodeServerList (RooAbsCollection *list, const RooAbsArg *arg=0, bool recurseNonDerived=false) 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 recurseNonDerived=false) 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 doBranch=true, bool doLeaf=true, bool valueOnly=false, bool recurseNonDerived=false) const
 Fill supplied list with nodes of the arg tree, following all server links, starting with ourself as top node. More...
 
virtual bool isFundamental () const
 Is this object a fundamental type that can be added to a dataset? Fundamental-type subclasses override this method to return true. More...
 
virtual bool isLValue () const
 Is this argument an l-value, i.e., can it appear on the left-hand side of an assignment expression? LValues are also special since they can potentially be analytically integrated and generated. More...
 
bool redirectServers (const RooAbsCollection &newServerList, bool mustReplaceAll=false, bool nameChange=false, bool isRecursionStep=false)
 Replace all direct servers of this object with the new servers in newServerList. More...
 
bool recursiveRedirectServers (const RooAbsCollection &newServerList, bool mustReplaceAll=false, bool nameChange=false, bool recurseInNewSet=true)
 Recursively replace all servers with the new servers in newSet. More...
 
virtual void serverNameChangeHook (const RooAbsArg *, const RooAbsArg *)
 
void addServer (RooAbsArg &server, bool valueProp=true, bool shapeProp=false, std::size_t refCount=1)
 Register another RooAbsArg as a server to us, ie, declare that we depend on it. More...
 
void addServerList (RooAbsCollection &serverList, bool valueProp=true, bool shapeProp=false)
 Register a list of RooAbsArg as servers to us by calling addServer() for each arg in the list. More...
 
void replaceServer (RooAbsArg &oldServer, RooAbsArg &newServer, bool valueProp, bool shapeProp)
 Replace 'oldServer' with 'newServer'. More...
 
void changeServer (RooAbsArg &server, bool valueProp, bool shapeProp)
 Change dirty flag propagation mask for specified server. More...
 
void removeServer (RooAbsArg &server, bool force=false)
 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 nameChange) const
 Find the new server in the specified set that matches the old server. More...
 
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 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 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 void constOptimizeTestStatistic (ConstOpCode opcode, bool doAlsoTrackingOpt=true)
 Interface function signaling a request to perform constant term optimization. More...
 
virtual CacheMode canNodeBeCached () const
 
virtual void setCacheAndTrackHints (RooArgSet &)
 
bool isShapeDirty () const
 
bool isValueDirty () const
 
bool isValueDirtyAndClear () const
 
bool 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
 Query the operation mode of this node. More...
 
void setOperMode (OperMode mode, bool recurseADirty=true)
 Set the operation mode of this node. More...
 
void setValueDirty ()
 Mark the element dirty. This forces a re-evaluation when a value is requested. More...
 
void setShapeDirty ()
 Notify that a shape-like property (e.g. binning) has changed. More...
 
const char * aggregateCacheUniqueSuffix () const
 
virtual const char * cacheUniqueSuffix () const
 
void wireAllCaches ()
 
RooExpensiveObjectCacheexpensiveObjectCache () const
 
virtual void setExpensiveObjectCache (RooExpensiveObjectCache &cache)
 
- 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...
 
void Clear (Option_t *option="") override
 Set name and title to empty strings (""). More...
 
TObjectClone (const char *newname="") const override
 Make a clone of an object using the Streamer facility. More...
 
Int_t Compare (const TObject *obj) const override
 Compare two TNamed objects. More...
 
void Copy (TObject &named) const override
 Copy this to obj. More...
 
virtual void FillBuffer (char *&buffer)
 Encode TNamed into output buffer. More...
 
const char * GetName () const override
 Returns name of object. More...
 
const char * GetTitle () const override
 Returns title of object. More...
 
ULong_t Hash () const override
 Return hash value for this object. More...
 
TClassIsA () const override
 
Bool_t IsSortable () const override
 
void ls (Option_t *option="") const override
 List TNamed name and title. More...
 
TNamedoperator= (const TNamed &rhs)
 TNamed assignment operator. More...
 
void Print (Option_t *option="") const override
 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...
 
void Streamer (TBuffer &) override
 Stream an object of class TObject. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
- 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 TObjectClone (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 TObjectDrawClone (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 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 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_tGetOption () 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 TClassIsA () const
 
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)
 
TObjectoperator= (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 Streamer (TBuffer &)
 Stream an object of class TObject. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
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 TClassIsA () 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 verbose=false, 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...
 
virtual void Streamer (TBuffer &)
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 

Static Public Member Functions

static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 
- Static Public Member Functions inherited from RooAbsPdf
static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 
static RooNumGenConfigdefaultGeneratorConfig ()
 Returns the default numeric MC generator configuration for all RooAbsReals. More...
 
static int verboseEval ()
 Return global level of verbosity for p.d.f. evaluations. More...
 
static void verboseEval (Int_t stat)
 Change global level of verbosity for p.d.f. evaluations. More...
 
- Static Public Member Functions inherited from RooAbsReal
static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static void clearEvalErrorLog ()
 Clear the stack of evaluation error messages. More...
 
static const char * DeclFileName ()
 
static RooNumIntConfigdefaultIntegratorConfig ()
 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 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 setEvalErrorLoggingMode (ErrorLoggingMode m)
 Set evaluation error logging mode. More...
 
static void setHideOffset (bool flag)
 
- Static Public Member Functions inherited from RooAbsArg
static void setDirtyInhibit (bool flag)
 Control global dirty inhibit mode. More...
 
static void verboseDirty (bool flag)
 Activate verbose messaging related to dirty flag propagation. More...
 
- Static Public Member Functions inherited from TNamed
static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 
- Static Public Member Functions inherited from TObject
static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 
static Longptr_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 TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 
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

RooAbsGenContextautoGenContext (const RooArgSet &vars, const RooDataSet *prototype=0, const RooArgSet *auxProto=0, bool verbose=false, bool autoBinned=true, const char *binnedTag="") const override
 
RooAbsGenContextgenContext (const RooArgSet &vars, const RooDataSet *prototype=0, const RooArgSet *auxProto=0, bool verbose=false) const override
 Return specialized generator context for simultaneous p.d.f.s. More...
 
void initialize (RooAbsCategoryLValue &inIndexCat, std::map< std::string, RooAbsPdf * > pdfMap)
 
void selectNormalization (const RooArgSet *depSet=0, bool force=false) override
 Interface function used by test statistics to freeze choice of observables for interpretation of fraction coefficients. More...
 
void selectNormalizationRange (const char *rangeName=0, bool force=false) override
 Interface function used by test statistics to freeze choice of range for interpretation of fraction coefficients. More...
 
- Protected Member Functions inherited from RooAbsPdf
 RooAbsPdf (const RooAbsPdf &other, const char *name=0)
 Copy constructor. More...
 
const RooArgSetgetNormSet ()
 Normalization set with for above integral. More...
 
double normalizeWithNaNPacking (double rawVal, double normVal) const
 
RooPlotplotOn (RooPlot *frame, PlotOpt o) const override
 Plot oneself on 'frame'. More...
 
Int_trandomizeProtoOrder (Int_t nProto, Int_t nGen, bool resample=false) const
 Return lookup table with randomized order for nProto prototype events. More...
 
bool redirectServersHook (const RooAbsCollection &, bool, bool, bool) override
 Function that is called at the end of redirectServers(). More...
 
virtual bool syncNormalization (const RooArgSet *dset, bool adjustProxies=true) const
 Verify that the normalization integral cached with this PDF is valid for given set of normalization observables. More...
 
- Protected Member Functions inherited from RooAbsReal
void attachToTree (TTree &t, Int_t bufSize=32000) override
 Attach object to a branch of given TTree. More...
 
void attachToVStore (RooVectorDataStore &vstore) override
 
RooFitResultchi2FitDriver (RooAbsReal &fcn, RooLinkedList &cmdList)
 Internal driver function for chi2 fits. More...
 
void copyCache (const RooAbsArg *source, bool valueOnly=false, bool setValDirty=true) override
 Copy the cached value of another RooAbsArg to our cache. More...
 
RooAbsRealcreateIntObj (const RooArgSet &iset, const RooArgSet *nset, const RooNumIntConfig *cfg, const char *rangeName) const
 Internal utility function for createIntegral() that creates the actual integral object. More...
 
virtual double evaluate () const =0
 Evaluate this PDF / function / constant. Needs to be overridden by all derived classes. More...
 
virtual RooSpan< doubleevaluateBatch (std::size_t, std::size_t)=delete
 
virtual RooSpan< doubleevaluateSpan (RooBatchCompute::RunContext &evalData, const RooArgSet *normSet) const
 Evaluate this object for a batch/span of data points. More...
 
void fillTreeBranch (TTree &t) override
 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 omitEmpty=false) 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 isSelectedComp () const
 If true, the current pdf is a selected component (for use in plotting) More...
 
bool isValid () const override
 Check if current value is valid. More...
 
virtual bool isValidReal (double, bool printError=false) const
 Interface function to check if given value is a valid value for this object. Returns true unless overridden. More...
 
void makeProjectionSet (const RooAbsArg *plotVar, const RooArgSet *allVars, RooArgSet &projectedVars, bool silent) const
 Utility function for plotOn() that constructs the set of observables to project when plotting ourselves as function of 'plotVar'. More...
 
bool matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a) const
 Utility function for use in getAnalyticalIntegral(). More...
 
bool matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b) const
 Utility function for use in getAnalyticalIntegral(). More...
 
bool matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgProxy &a, const RooArgProxy &b, const RooArgProxy &c) const
 Utility function for use in getAnalyticalIntegral(). More...
 
bool 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 matchArgs (const RooArgSet &allDeps, RooArgSet &numDeps, const RooArgSet &set) const
 Utility function for use in getAnalyticalIntegral(). More...
 
virtual RooPlotplotAsymOn (RooPlot *frame, const RooAbsCategoryLValue &asymCat, PlotOpt o) const
 
virtual RooPlotplotOn (RooPlot *frame, PlotOpt o) const
 Plotting engine function for internal use. More...
 
void plotOnCompSelect (RooArgSet *selNodes) const
 Helper function for plotting of composite p.d.fs. More...
 
RooPlotplotOnWithErrorBand (RooPlot *frame, const RooFitResult &fr, double Z, const RooArgSet *params, const RooLinkedList &argList, bool method1) const
 Plot function or PDF on frame with support for visualization of the uncertainty encoded in the given fit result fr. More...
 
bool plotSanityChecks (RooPlot *frame) const
 Utility function for plotOn(), perform general sanity check on frame to ensure safe plotting operations. More...
 
void selectComp (bool flag)
 
virtual void selectNormalization (const RooArgSet *depSet=0, bool force=false)
 Interface function to force use of a given set of observables to interpret function value. More...
 
virtual void selectNormalizationRange (const char *rangeName=0, bool force=false)
 Interface function to force use of a given normalization range to interpret function value. More...
 
void setTreeBranchStatus (TTree &t, bool active) override
 (De)Activate associated tree branch More...
 
void syncCache (const RooArgSet *set=0) override
 
double traceEval (const RooArgSet *set) const
 Calculate current value of object, with error tracing wrapper. More...
 
- Protected Member Functions inherited from RooAbsArg
void attachToStore (RooAbsDataStore &store)
 Attach this argument to the data store such that it reads data from there. More...
 
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...
 
void clearShapeDirty () const
 
void clearValueAndShapeDirty () const
 
void clearValueDirty () const
 
virtual void copyCache (const RooAbsArg *source, bool valueOnly=false, bool setValDirty=true)=0
 
virtual void fillTreeBranch (TTree &t)=0
 
virtual void getObservablesHook (const RooArgSet *, RooArgSet *) const
 
virtual void getParametersHook (const RooArgSet *, RooArgSet *, bool) const
 
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 inhibitDirty () const
 Delete watch flag. More...
 
virtual void ioStreamerPass2 ()
 Method called by workspace container to finalize schema evolution issues that cannot be handled in a single ioStreamer pass. More...
 
virtual bool isValid () const
 WVE (08/21/01) Probably obsolete now. 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)
 Notify that a shape-like property (e.g. binning) has changed. More...
 
virtual void setTreeBranchStatus (TTree &t, bool active)=0
 
void setValueDirty (const RooAbsArg *source)
 Force element to re-evaluate itself when a value is requested. 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 ()
 

Protected Attributes

RooCategoryProxy _indexCat
 Index category. More...
 
Int_t _numPdf
 Number of registered PDFs. More...
 
RooObjCacheManager _partIntMgr
 ! Component normalization manager More...
 
TList _pdfProxyList
 List of PDF proxies (named after applicable category state) More...
 
const TNamed_plotCoefNormRange
 
RooSetProxy _plotCoefNormSet
 
- Protected Attributes inherited from RooAbsPdf
Int_t _errorCount
 Number of errors remaining to print. More...
 
Int_t _negCount
 Number of negative probablities remaining to print. More...
 
RooAbsReal_norm = nullptr
 
RooObjCacheManager _normMgr
 
TString _normRange
 Normalization range. More...
 
RooArgSet const * _normSet = nullptr
 Normalization integral (owned by _normMgr) More...
 
double _rawValue
 
bool _selectComp
 Component selection flag for RooAbsPdf::plotCompOn. More...
 
RooNumGenConfig_specGeneratorConfig
 ! MC generator configuration specific for this object More...
 
Int_t _traceCount
 Number of traces remaining to print. More...
 
- Protected Attributes inherited from RooAbsReal
bool _forceNumInt
 Force numerical integration if flag set. More...
 
TString _label
 Plot label for objects value. More...
 
RooArgSet_lastNSet
 ! More...
 
Int_t _plotBins
 Number of plot bins. More...
 
double _plotMax
 Maximum of plot range. More...
 
double _plotMin
 Minimum of plot range. More...
 
bool _selectComp
 
RooNumIntConfig_specIntegratorConfig
 
TString _unit
 Unit for objects value. More...
 
double _value
 Cache for current value of object. More...
 
- Protected Attributes inherited from RooAbsArg
bool _allBatchesDirty {true}
 
std::set< std::string > _boolAttrib
 
std::set< std::string > _boolAttribTransient
 
std::vector< RooAbsCache * > _cacheList
 
RefCountList_t _clientList
 
RefCountList_t _clientListShape
 
RefCountList_t _clientListValue
 
bool _deleteWatch
 
RooExpensiveObjectCache_eocache {nullptr}
 Prohibit server redirects – Debugging tool. More...
 
bool _fast
 
bool _isConstant
 De-duplicated name pointer. This will be equal for all objects with the same name. More...
 
bool _localNoInhibitDirty
 Cached isConstant status. More...
 
RooWorkspace_myws
 Prevent 'AlwaysDirty' mode for this node. More...
 
const TNamed_namePtr
 
OperMode _operMode
 Mark batches as dirty (only meaningful for RooAbsReal). More...
 
RooArgSet_ownedComponents
 
bool _prohibitServerRedirect
 Set of owned component. More...
 
RooRefArray _proxyList
 
ProxyListCache _proxyListCache
 
RefCountList_t _serverList
 
bool _shapeDirty
 
std::map< std::string, std::string > _stringAttrib
 
bool _valueDirty
 
- Protected Attributes inherited from TNamed
TString fName
 
TString fTitle
 

Friends

class RooSimGenContext
 
class RooSimSplitGenContext
 

Additional Inherited Members

- Public Types inherited from RooAbsPdf
enum  ExtendMode { CanNotBeExtended , CanBeExtended , MustBeExtended }
 
- Public Types inherited from RooAbsReal
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 }
 
using value_type = double
 
- 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 }
 
using RefCountList_t = RooSTLRefCountList< RooAbsArg >
 
using RefCountListLegacyIterator_t = TIteratorToSTLInterface< RefCountList_t::Container_t >
 
- Public Types inherited from TObject
enum  {
  kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 ,
  kBitMask = 0x00ffffff
}
 
enum  { kSingleKey = (1ULL << ( 0 )) , kOverwrite = (1ULL << ( 1 )) , kWriteDelete = (1ULL << ( 2 )) }
 
enum  EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) }
 
enum  EStatusBits {
  kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) ,
  kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 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
}
 
- Protected Types inherited from TObject
enum  { kOnlyPrepStep = (1ULL << ( 3 )) }
 
- Static Protected Member Functions inherited from RooAbsReal
static void globalSelectComp (bool flag)
 Global switch controlling the activation of the selectComp() functionality. More...
 
- Static Protected Member Functions inherited from RooAbsArg
static void ioStreamerPass2Finalize ()
 Method called by workspace container to finalize schema evolution issues that cannot be handled in a single ioStreamer pass. More...
 
- Static Protected Attributes inherited from RooAbsPdf
static TString _normRangeOverride
 
static Int_t _verboseEval = 0
 
- Static Protected Attributes inherited from RooAbsReal
static bool _globalSelectComp = false
 Component selection flag for RooAbsPdf::plotCompOn. More...
 
static bool _hideOffset = true
 Offset hiding flag. More...
 
- Static Protected Attributes inherited from RooAbsArg
static bool _inhibitDirty
 
static bool _verboseDirty
 cache of the list of proxies. Avoids type casting. More...
 
- Static Protected Attributes inherited from RooPrintable
static Int_t _nameLength
 

#include <RooSimultaneous.h>

Inheritance diagram for RooSimultaneous:
[legend]

Constructor & Destructor Documentation

◆ RooSimultaneous() [1/5]

RooSimultaneous::RooSimultaneous ( )
inline

Definition at line 41 of file RooSimultaneous.h.

◆ RooSimultaneous() [2/5]

RooSimultaneous::RooSimultaneous ( const char *  name,
const char *  title,
RooAbsCategoryLValue inIndexCat 
)

Constructor with index category.

PDFs associated with indexCat states can be added after construction with the addPdf() function.

RooSimultaneous can function without having a PDF associated with every single state. The normalization in such cases is taken from the number of registered PDFs, but getVal() will assert if when called for an unregistered index state.

Definition at line 90 of file RooSimultaneous.cxx.

◆ RooSimultaneous() [3/5]

RooSimultaneous::RooSimultaneous ( const char *  name,
const char *  title,
std::map< std::string, RooAbsPdf * >  pdfMap,
RooAbsCategoryLValue inIndexCat 
)

Definition at line 142 of file RooSimultaneous.cxx.

◆ RooSimultaneous() [4/5]

RooSimultaneous::RooSimultaneous ( const char *  name,
const char *  title,
const RooArgList inPdfList,
RooAbsCategoryLValue inIndexCat 
)

Constructor from index category and full list of PDFs.

In this constructor form, a PDF must be supplied for each indexCat state to avoid ambiguities. The PDFs are associated with the states of the index category as they appear when iterating through the category states with RooAbsCategory::begin() and RooAbsCategory::end(). This usually means they are associated by ascending index numbers.

PDFs may not overlap (i.e. share any variables) with the index category (function)

Definition at line 113 of file RooSimultaneous.cxx.

◆ RooSimultaneous() [5/5]

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

Copy constructor.

Definition at line 319 of file RooSimultaneous.cxx.

◆ ~RooSimultaneous()

RooSimultaneous::~RooSimultaneous ( )
override

Destructor.

Definition at line 341 of file RooSimultaneous.cxx.

Member Function Documentation

◆ addPdf()

bool RooSimultaneous::addPdf ( const RooAbsPdf pdf,
const char *  catLabel 
)

Associate given PDF with index category state label 'catLabel'.

The name state must be already defined in the index category.

RooSimultaneous can function without having a PDF associated with every single state. The normalization in such cases is taken from the number of registered PDFs, but getVal() will fail if called for an unregistered index state.

PDFs may not overlap (i.e. share any variables) with the index category (function).

Parameters
[in]pdfPDF to be added.
[in]catLabelName of the category state to be associated to the PDF.
Returns
true in case of failure.

Definition at line 373 of file RooSimultaneous.cxx.

◆ analyticalIntegralWN()

double RooSimultaneous::analyticalIntegralWN ( Int_t  code,
const RooArgSet normSet,
const char *  rangeName = 0 
) const
overridevirtual

Return analytical integration defined by given code.

Reimplemented from RooAbsPdf.

Definition at line 564 of file RooSimultaneous.cxx.

◆ autoGenContext()

RooAbsGenContext * RooSimultaneous::autoGenContext ( const RooArgSet vars,
const RooDataSet prototype = 0,
const RooArgSet auxProto = 0,
bool  verbose = false,
bool  autoBinned = true,
const char *  binnedTag = "" 
) const
overrideprotectedvirtual

Reimplemented from RooAbsPdf.

Definition at line 986 of file RooSimultaneous.cxx.

◆ Class()

static TClass * RooSimultaneous::Class ( )
static
Returns
TClass describing this class

◆ Class_Name()

static const char * RooSimultaneous::Class_Name ( )
static
Returns
Name of this class

◆ Class_Version()

static Version_t RooSimultaneous::Class_Version ( )
inlinestatic
Returns
Version of this class

Definition at line 121 of file RooSimultaneous.h.

◆ clone()

TObject * RooSimultaneous::clone ( const char *  newname) const
inlineoverridevirtual

Implements RooAbsArg.

Definition at line 46 of file RooSimultaneous.h.

◆ DeclFileName()

static const char * RooSimultaneous::DeclFileName ( )
inlinestatic
Returns
Name of the file containing the class declaration

Definition at line 121 of file RooSimultaneous.h.

◆ evaluate()

double RooSimultaneous::evaluate ( ) const
overridevirtual

Return the current value: the value of the PDF associated with the current index category state.

Implements RooAbsReal.

Definition at line 457 of file RooSimultaneous.cxx.

◆ expectedEvents()

double RooSimultaneous::expectedEvents ( const RooArgSet nset) const
overridevirtual

Return the number of expected events: If the index is in nset, then return the sum of the expected events of all components, otherwise return the number of expected events of the PDF associated with the current index category state.

Reimplemented from RooAbsPdf.

Definition at line 492 of file RooSimultaneous.cxx.

◆ extendMode()

RooAbsPdf::ExtendMode RooSimultaneous::extendMode ( ) const
overridevirtual

Examine the pdf components and check if one of them can be extended or must be extended It is enough to have one component that can be exteded or must be extended to return the flag in the total simultaneous pdf.

Reimplemented from RooAbsPdf.

Definition at line 417 of file RooSimultaneous.cxx.

◆ fillDataHist()

RooDataHist * RooSimultaneous::fillDataHist ( RooDataHist hist,
const RooArgSet nset,
double  scaleFactor,
bool  correctForBinVolume = false,
bool  showProgress = false 
) const
virtual

Definition at line 1070 of file RooSimultaneous.cxx.

◆ forceAnalyticalInt()

bool RooSimultaneous::forceAnalyticalInt ( const RooAbsArg ) const
inlineoverridevirtual

Reimplemented from RooAbsReal.

Definition at line 57 of file RooSimultaneous.h.

◆ genContext()

RooAbsGenContext * RooSimultaneous::genContext ( const RooArgSet vars,
const RooDataSet prototype = 0,
const RooArgSet auxProto = 0,
bool  verbose = false 
) const
overrideprotectedvirtual

Return specialized generator context for simultaneous p.d.f.s.

Reimplemented from RooAbsPdf.

Definition at line 1010 of file RooSimultaneous.cxx.

◆ generateSimGlobal()

RooDataSet * RooSimultaneous::generateSimGlobal ( const RooArgSet whatVars,
Int_t  nEvents 
)
overridevirtual

Special generator interface for generation of 'global observables' – for RooStats tools.

Reimplemented from RooAbsPdf.

Definition at line 1096 of file RooSimultaneous.cxx.

◆ getAnalyticalIntegralWN()

Int_t RooSimultaneous::getAnalyticalIntegralWN ( RooArgSet allVars,
RooArgSet numVars,
const RooArgSet normSet,
const char *  rangeName = 0 
) const
overridevirtual

Forward determination of analytical integration capabilities to component p.d.f.s A unique code is assigned to the combined integration capabilities of all associated p.d.f.s.

Reimplemented from RooAbsReal.

Definition at line 527 of file RooSimultaneous.cxx.

◆ getPdf()

RooAbsPdf * RooSimultaneous::getPdf ( const char *  catName) const

Return the p.d.f associated with the given index category name.

Definition at line 351 of file RooSimultaneous.cxx.

◆ indexCat()

const RooAbsCategoryLValue & RooSimultaneous::indexCat ( ) const
inline

Definition at line 79 of file RooSimultaneous.h.

◆ initialize()

void RooSimultaneous::initialize ( RooAbsCategoryLValue inIndexCat,
std::map< std::string, RooAbsPdf * >  pdfMap 
)
protected

Definition at line 168 of file RooSimultaneous.cxx.

◆ IsA()

TClass * RooSimultaneous::IsA ( ) const
inlineoverridevirtual
Returns
TClass describing current object

Reimplemented from RooAbsPdf.

Definition at line 121 of file RooSimultaneous.h.

◆ plotOn() [1/6]

RooSimultaneous::plotOn ( RooPlot frame,
const RooCmdArg arg1,
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
inlineoverridevirtual

PyROOT

The RooSimultaneous::plotOn() function is pythonized with the command argument pythonization. The keywords must correspond to the CmdArgs of the function.

Reimplemented from RooAbsPdf.

Definition at line 62 of file RooSimultaneous.h.

◆ plotOn() [2/6]

RooAbsPdf::plotOn ( RooPlot frame,
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 RooCmdArg arg9 = RooCmdArg::none(),
const RooCmdArg arg10 = RooCmdArg::none() 
) const
inlineoverridevirtual

Helper calling plotOn(RooPlot*, RooLinkedList&) const.

PyROOT

The RooAbsPdf::plotOn() function is pythonized with the command argument pythonization. The keywords must correspond to the CmdArgs of the function.

Reimplemented from RooAbsPdf.

Definition at line 126 of file RooAbsPdf.h.

◆ plotOn() [3/6]

RooPlot * RooSimultaneous::plotOn ( RooPlot frame,
Option_t drawOptions,
double  scaleFactor = 1.0,
ScaleType  stype = Relative,
const RooAbsData projData = 0,
const RooArgSet projSet = 0,
double  precision = 1e-3,
bool  shiftToZero = false,
const RooArgSet projDataSet = 0,
double  rangeLo = 0,
double  rangeHi = 0,
RooCurve::WingMode  wmode = RooCurve::Extended 
) const
virtual

OBSOLETE – Retained for backward compatibility.

Definition at line 937 of file RooSimultaneous.cxx.

◆ plotOn() [4/6]

RooPlot * RooAbsPdf::plotOn ( RooPlot frame,
PlotOpt  o 
) const
overridevirtual

Plot oneself on 'frame'.

In addition to features detailed in RooAbsReal::plotOn(), the scale factor for a PDF can be interpreted in three different ways. The interpretation is controlled by ScaleType

Relative - Scale factor is applied on top of PDF normalization scale factor
NumEvent - Scale factor is interpreted as a number of events. The surface area
under the PDF curve will match that of a histogram containing the specified
number of event
Raw - Scale factor is applied to the raw (projected) probability density.
Not too useful, option provided for completeness.
Option_t Option_t option
Option_t Option_t TPoint TPoint const char GetTextMagnitude GetFillStyle GetLineColor GetLineWidth GetMarkerStyle GetTextAlign GetTextColor GetTextSize void on
auto Not(F &&f) -> decltype(RDFInternal::NotHelper(Args(), std::forward< F >(f)))
Given a callable with signature bool(T1, T2, ...) return a callable with same signature that returns ...
Definition: RDFHelpers.hxx:82
TString as(SEXP s)
Definition: RExports.h:86
auto * a
Definition: textangle.C:12

Reimplemented from RooAbsPdf.

Definition at line 327 of file RooAbsPdf.cxx.

◆ plotOn() [5/6]

RooPlot * RooAbsPdf::plotOn ( RooPlot frame,
RooLinkedList cmdList 
) const
overridevirtual

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. When projecting a multi- dimensional PDF onto the frame axis, hidden parameters are taken are taken at their current value.
  • If a PDF is plotted in a frame in which a dataset has already been plotted, it will show a projection 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 be adjusted to the event count of the plotted dataset. An informational message will be printed for each projection step that is performed.
  • If a PDF is plotted in a frame showing a dataset after a fit, the above happens, but the PDF will be drawn and normalised only in the fit range. If this is not desired, plotting and normalisation range can be overridden using Range() and NormRange() as documented in the table below.

This function takes the following named arguments (for more arguments, see also RooAbsReal::plotOn(RooPlot*,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&, const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&,const RooCmdArg&, const RooCmdArg&) const )

Type of argument Controlling normalisation
NormRange(const char* name) Calculate curve normalization w.r.t. specified range[s]. See the tutorial rf212_plottingInRanges_blinding.C
Note
Setting a Range() by default also sets a NormRange() on the same range, meaning that the PDF is plotted and normalised in the same range. Overriding this can be useful if the PDF was fit in limited range[s] such as side bands, NormRange("sidebandLeft,sidebandRight"), but the PDF should be drawn in the full range, Range("").
Normalization(double scale, ScaleType code)

Adjust normalization by given scale factor. Interpretation of number depends on code: RooAbsReal::Relative: relative adjustment factor RooAbsReal::NumEvent: scale to match given number of events.

Type of argument Misc control
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 \( \frac{F(+)-F(-)}{F(+)+F(-)} \) 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 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) Create a projection of this PDF onto the x-axis, but instead of plotting it directly, add it to an existing curve with given name (and relative weight factors).
Components(const char* names) When plotting sums of PDFs, plot only the named components (e.g. only the signal of a signal+background model).
Components(const RooArgSet& compSet)

As above, but pass a RooArgSet of the components themselves.

Type of argument Projection control
Slice(const RooArgSet& set) Override default projection behaviour by omitting observables listed in set from the projection, i.e. by not integrating over these. Slicing is usually only sensible in discrete observables, by e.g. creating a slice of the PDF at the current value of the category observable.
Slice(RooCategory& cat, const char* label) Override default projection behaviour by omitting the specified category observable from the projection, i.e., by not integrating over all states of this category. The slice is positioned at the given label value. Multiple Slice() commands can be given to specify slices in multiple observables, e.g.
pdf.plotOn(frame, Slice(tagCategory, "2tag"), Slice(jetCategory, "3jet"));
RooCmdArg Slice(const RooArgSet &sliceSet)
Project(const RooArgSet& set) Override default projection behaviour by projecting over observables given in set, completely 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)

When projecting the PDF onto the plot axis, it is usually integrated over the full range of the invisible variables. The ProjectionRange overrides this. This is useful if the PDF was fitted in a limited range in y, but it is now projected onto x. If ProjectionRange("<name of fit range>") is passed, the projection is normalised correctly.

Type of argument Plotting control
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. Multiple comma-separated ranges can be given. An empty string "" or nullptr means to use the default range of the variable.
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 eps) Control precision of drawn curve w.r.t to scale of plot, default is 1e-3. A higher precision will result in more and more densely spaced curve points. A negative precision value will disable adaptive point spacing and restrict sampling to the grid point of points defined by the binning of the plotted observable (recommended for expensive functions such as profile likelihoods)
Invisible(bool flag) Add curve to frame, but do not display. Useful in combination AddTo()
VisualizeError(const RooFitResult& fitres, double Z=1, bool linearMethod=true) Visualize the uncertainty on the parameters, as given in fitres, at 'Z' sigma. The linear method is fast but may not be accurate in the presence of strong correlations (~>0.9) and at Z>2 due to linear and Gaussian approximations made. 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
Note
To include the uncertainty from the expected number of events, the Normalization() argument with ScaleType RooAbsReal::RelativeExpected has to be passed, e.g.
pdf.plotOn(frame, VisualizeError(fitResult), Normalization(1.0, RooAbsReal::RelativeExpected));
@ RelativeExpected
Definition: RooAbsReal.h:284
RooCmdArg Normalization(double scaleFactor)
RooCmdArg VisualizeError(const RooDataSet &paramData, double Z=1)
VisualizeError(const RooFitResult& fitres, const RooArgSet& param, double Z=1, bool linearMethod=true) Visualize the uncertainty on the subset of parameters 'param', as given in fitres, at 'Z' sigma

Reimplemented from RooAbsPdf.

Definition at line 135 of file RooAbsPdf.cxx.

◆ plotOn() [6/6]

RooPlot * RooSimultaneous::plotOn ( RooPlot frame,
RooLinkedList cmdList 
) const
overridevirtual

Back-end for plotOn() implementation on RooSimultaneous which needs special handling because a RooSimultaneous PDF cannot project out its index category via integration.

plotOn() will abort if this is requested without providing a projection dataset.

Reimplemented from RooAbsPdf.

Definition at line 590 of file RooSimultaneous.cxx.

◆ selectNormalization()

void RooSimultaneous::selectNormalization ( const RooArgSet normSet = 0,
bool  force = false 
)
overrideprotectedvirtual

Interface function used by test statistics to freeze choice of observables for interpretation of fraction coefficients.

Needed here because a RooSimultaneous works like a RooAddPdf when plotted

Reimplemented from RooAbsReal.

Definition at line 964 of file RooSimultaneous.cxx.

◆ selectNormalizationRange()

void RooSimultaneous::selectNormalizationRange ( const char *  normRange2 = 0,
bool  force = false 
)
overrideprotectedvirtual

Interface function used by test statistics to freeze choice of range for interpretation of fraction coefficients.

Needed here because a RooSimultaneous works like a RooAddPdf when plotted

Reimplemented from RooAbsReal.

Definition at line 976 of file RooSimultaneous.cxx.

◆ selfNormalized()

bool RooSimultaneous::selfNormalized ( ) const
inlineoverridevirtual

Shows if a PDF is self-normalized, which means that no attempt is made to add a normalization term.

Always returns false, unless a PDF overrides this function.

Reimplemented from RooAbsPdf.

Definition at line 50 of file RooSimultaneous.h.

◆ Streamer()

void RooSimultaneous::Streamer ( TBuffer R__b)
overridevirtual

Stream an object of class TObject.

Reimplemented from RooAbsPdf.

◆ StreamerNVirtual()

void RooSimultaneous::StreamerNVirtual ( TBuffer ClassDef_StreamerNVirtual_b)
inline

Definition at line 121 of file RooSimultaneous.h.

◆ wrapPdfsInBinSamplingPdfs() [1/2]

void RooSimultaneous::wrapPdfsInBinSamplingPdfs ( RooAbsData const &  data,
double  precision 
)

Wraps the components of this RooSimultaneous in RooBinSamplingPdfs.

Parameters
[in]dataThe dataset to be used in the eventual fit, used to figure out the observables and whether the dataset is binned.
[in]precisionPrecision argument for all created RooBinSamplingPdfs.

Definition at line 1132 of file RooSimultaneous.cxx.

◆ wrapPdfsInBinSamplingPdfs() [2/2]

void RooSimultaneous::wrapPdfsInBinSamplingPdfs ( RooAbsData const &  data,
std::map< std::string, double > const &  precisions,
bool  useCategoryNames = false 
)

Wraps the components of this RooSimultaneous in RooBinSamplingPdfs, with a different precision parameter for each component.

Parameters
[in]dataThe dataset to be used in the eventual fit, used to figure out the observables and whether the dataset is binned.
[in]precisionsThe map that gives the precision argument for each component in the RooSimultaneous. The keys are the pdf names. If there is no value for a given component, it will not use the bin integration. Otherwise, the value has the same meaning than in the IntegrateBins() command argument for RooAbsPdf::fitTo().
[in]useCategoryNamesIf this flag is set, the category names will be used to look up the precision in the precisions map instead of the pdf names.

Definition at line 1170 of file RooSimultaneous.cxx.

Friends And Related Function Documentation

◆ RooSimGenContext

friend class RooSimGenContext
friend

Definition at line 110 of file RooSimultaneous.h.

◆ RooSimSplitGenContext

friend class RooSimSplitGenContext
friend

Definition at line 111 of file RooSimultaneous.h.

Member Data Documentation

◆ _indexCat

RooCategoryProxy RooSimultaneous::_indexCat
protected

Index category.

Definition at line 117 of file RooSimultaneous.h.

◆ _numPdf

Int_t RooSimultaneous::_numPdf
protected

Number of registered PDFs.

Definition at line 119 of file RooSimultaneous.h.

◆ _partIntMgr

RooObjCacheManager RooSimultaneous::_partIntMgr
mutableprotected

! Component normalization manager

Definition at line 107 of file RooSimultaneous.h.

◆ _pdfProxyList

TList RooSimultaneous::_pdfProxyList
protected

List of PDF proxies (named after applicable category state)

Definition at line 118 of file RooSimultaneous.h.

◆ _plotCoefNormRange

const TNamed* RooSimultaneous::_plotCoefNormRange
protected

Definition at line 99 of file RooSimultaneous.h.

◆ _plotCoefNormSet

RooSetProxy RooSimultaneous::_plotCoefNormSet
mutableprotected

Definition at line 98 of file RooSimultaneous.h.

Libraries for RooSimultaneous:
[legend]

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