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Laura++  v2r2p1
A maximum likelihood fitting package for performing Dalitz-plot analysis.
LauCPFitModel.hh
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1 
2 // Copyright University of Warwick 2004 - 2013.
3 // Distributed under the Boost Software License, Version 1.0.
4 // (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
5 
6 // Authors:
7 // Thomas Latham
8 // John Back
9 // Paul Harrison
10 
26 #ifndef LAU_CP_FIT_MODEL
27 #define LAU_CP_FIT_MODEL
28 
29 #include <vector>
30 
31 #include "TString.h"
32 
33 #include "LauAbsFitModel.hh"
34 #include "LauParameter.hh"
35 
36 class TH2;
37 class LauAbsBkgndDPModel;
38 class LauAbsCoeffSet;
39 class LauAbsDPDynamics;
40 class LauAbsPdf;
41 class LauEffModel;
42 class LauEmbeddedData;
43 class LauKinematics;
44 class LauScfMap;
45 
46 
47 class LauCPFitModel : public LauAbsFitModel {
48 
49  public:
51 
57  LauCPFitModel(LauAbsDPDynamics* negModel, LauAbsDPDynamics* posModel, Bool_t tagged = kTRUE, const TString& tagVarName = "charge");
58 
60  virtual ~LauCPFitModel();
61 
63 
66  virtual void setNSigEvents(LauParameter* nSigEvents);
67 
69 
74  virtual void setNSigEvents(LauParameter* nSigEvents, LauParameter* sigAsym, Bool_t forceAsym = kFALSE);
75 
77 
82  virtual void setNBkgndEvents(LauParameter* nBkgndEvents);
83 
85 
91  virtual void setNBkgndEvents(LauParameter* nBkgndEvents, LauParameter* bkgndAsym);
92 
94 
99  void setBkgndDPModels(const TString& bkgndClass, LauAbsBkgndDPModel* negModel, LauAbsBkgndDPModel* posModel);
100 
102 
112  void splitSignalComponent( const TH2* dpHisto, const Bool_t upperHalf = kFALSE, const Bool_t fluctuateBins = kFALSE, LauScfMap* scfMap = 0 );
113 
115 
122  void splitSignalComponent( const Double_t scfFrac, const Bool_t fixed );
123 
125  Bool_t useSCF() const { return useSCF_; }
126 
128  Bool_t useSCFHist() const { return useSCFHist_; }
129 
131  Bool_t smearSCFDP() const { return (scfMap_ != 0); }
132 
133  // Set the DeltaE and mES models, i.e. give us the PDFs
135 
139  void setSignalPdfs(LauAbsPdf* negPdf, LauAbsPdf* posPdf);
140 
142 
146  void setSCFPdfs(LauAbsPdf* negPdf, LauAbsPdf* posPdf);
147 
149 
154  void setBkgndPdfs(const TString& bkgndClass, LauAbsPdf* negPdf, LauAbsPdf* posPdf);
155 
157 
164  void embedNegSignal(const TString& fileName, const TString& treeName,
165  Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment = kFALSE,
166  Bool_t useReweighting = kFALSE);
167 
169 
176  void embedNegBkgnd(const TString& bgClass, const TString& fileName, const TString& treeName,
177  Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment = kFALSE);
178 
180 
187  void embedPosSignal(const TString& fileName, const TString& treeName,
188  Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment = kFALSE,
189  Bool_t useReweighting = kFALSE);
190 
192 
199  void embedPosBkgnd(const TString& bgClass, const TString& fileName, const TString& treeName,
200  Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment = kFALSE);
201 
203 
206  virtual void setAmpCoeffSet(LauAbsCoeffSet* coeffSet);
207 
209 
213  virtual void weightEvents( const TString& dataFileName, const TString& dataTreeName );
214 
215  protected:
217  typedef std::map< std::pair<TString,Int_t>, std::pair<Int_t,Double_t> > LauGenInfo;
218 
220  typedef std::vector<LauAbsBkgndDPModel*> LauBkgndDPModelList;
221 
223  typedef std::vector<LauPdfList> LauBkgndPdfsList;
224 
226  typedef std::vector<LauParameter*> LauBkgndYieldList;
227 
229  typedef std::vector<LauEmbeddedData*> LauBkgndEmbDataList;
230 
232  typedef std::vector<Bool_t> LauBkgndReuseEventsList;
233 
234 
236  virtual void initialise();
237 
239  virtual void initialiseDPModels();
240 
242  virtual void updateCoeffs();
243 
245  virtual Bool_t genExpt();
246 
248  virtual void propagateParUpdates();
249 
251  virtual void cacheInputFitVars();
252 
254  virtual void checkInitFitParams();
255 
257 
260  virtual void finaliseFitResults(const TString& tablePrefixName);
261 
263 
266  virtual void printFitFractions(std::ostream& output);
267 
269 
272  virtual void printAsymmetries(std::ostream& output);
273 
275 
278  virtual void writeOutTable(const TString& outputFile);
279 
281  virtual void storePerEvtLlhds();
282 
283  // Methods to do with calculating the likelihood functions
284  // and manipulating the fitting parameters.
286 
289  virtual Double_t getTotEvtLikelihood(UInt_t iEvt);
290 
292 
295  virtual void getEvtDPLikelihood(UInt_t iEvt);
296 
298 
301  virtual Double_t getEvtSCFDPLikelihood(UInt_t iEvt);
302 
304 
307  virtual void getEvtExtraLikelihoods(UInt_t iEvt);
308 
310 
313  virtual Double_t getEventSum() const;
314 
316  void setSignalDPParameters();
317 
319  void setExtraPdfParameters();
320 
322  void setFitNEvents();
323 
325  void setExtraNtupleVars();
326 
328  void randomiseInitFitPars();
329 
331 
334  void calcExtraFractions(Bool_t initValues = kFALSE);
335 
337 
340  void calcAsymmetries(Bool_t initValues = kFALSE);
341 
343  virtual void setupBkgndVectors();
344 
347 
349  Bool_t generateSignalEvent();
350 
352 
355  Bool_t generateBkgndEvent(UInt_t bgID);
356 
358  void setupGenNtupleBranches();
359 
361  void setDPBranchValues();
362 
364 
368  void generateExtraPdfValues(LauPdfList* extraPdfs, LauEmbeddedData* embeddedData);
369 
371 
374  Bool_t storeSignalMCMatch(LauEmbeddedData* embeddedData);
375 
377 
381  void addSPlotNtupleBranches(const LauPdfList* extraPdfs, const TString& prefix);
382 
384 
389  Double_t setSPlotNtupleBranchValues(LauPdfList* extraPdfs, const TString& prefix, UInt_t iEvt);
390 
392  void updateSigEvents();
393 
395  virtual void setupSPlotNtupleBranches();
396 
398  virtual LauSPlot::NameSet variableNames() const;
399 
401  virtual LauSPlot::NumbMap freeSpeciesNames() const;
402 
404  virtual LauSPlot::NumbMap fixdSpeciesNames() const;
405 
407  virtual LauSPlot::TwoDMap twodimPDFs() const;
408 
410  virtual Bool_t splitSignal() const {return this->useSCF();}
411 
413  virtual Bool_t scfDPSmear() const {return (scfMap_ != 0);}
414 
416 
426  void appendBinCentres( LauFitDataTree* inputData );
427 
428  private:
431 
434 
437 
440 
443 
446 
449 
452 
455 
458 
461 
464 
466  Bool_t usingBkgnd_;
467 
469  UInt_t nSigComp_;
470 
472  UInt_t nSigDPPar_;
473 
476 
478  UInt_t nNormPar_;
479 
481  std::vector<LauAbsCoeffSet*> coeffPars_;
482 
485 
488 
491 
494 
497 
500 
502  std::vector<LauParameter> fitFracAsymm_;
503 
505  std::vector<LauParameter> acp_;
506 
509 
512 
515 
518 
521 
524 
526  Bool_t forceAsym_;
527 
530 
533 
535  const Bool_t tagged_;
536 
538  const TString tagVarName_;
539 
542 
544  std::vector<Int_t> evtCharges_;
545 
547  Bool_t useSCF_;
548 
550  Bool_t useSCFHist_;
551 
554 
557 
560 
562  std::vector<Double_t> recoSCFFracs_;
563 
565  std::vector<Double_t> fakeSCFFracs_;
566 
568  std::vector<Double_t> recoJacobians_;
569 
571  std::vector<Double_t> fakeJacobians_;
572 
575 
577  TString negParent_;
578 
580  TString posParent_;
581 
583  std::vector<LauComplex> negCoeffs_;
584 
586  std::vector<LauComplex> posCoeffs_;
587 
588  // Embedding full simulation events
589 
592 
595 
598 
601 
603  Bool_t reuseSignal_;
604 
607 
610 
613 
614  // Likelihood values
616  Double_t sigDPLike_;
617 
619  Double_t scfDPLike_;
620 
622  std::vector<Double_t> bkgndDPLike_;
623 
625  Double_t sigExtraLike_;
626 
628  Double_t scfExtraLike_;
629 
631  std::vector<Double_t> bkgndExtraLike_;
632 
634  Double_t sigTotalLike_;
635 
637  Double_t scfTotalLike_;
638 
640  std::vector<Double_t> bkgndTotalLike_;
641 
642  ClassDef(LauCPFitModel,0) // CP fit/ToyMC model
643 
644 };
645 
646 #endif
void generateExtraPdfValues(LauPdfList *extraPdfs, LauEmbeddedData *embeddedData)
Generate from the extra PDFs.
Bool_t generateSignalEvent()
Generate signal event.
Class for defining the abstract interface for signal Dalitz plot dynamics.
The abstract interface for a background Dalitz plot model.
std::vector< LauParameter > acp_
A_CP parameter.
virtual LauSPlot::NameSet variableNames() const
Returns the names of all variables in the fit.
LauKinematics * negKinematics_
The B- Dalitz plot kinematics object.
virtual void printAsymmetries(std::ostream &output)
Print the asymmetries.
LauPdfList negSignalPdfs_
The B- signal PDFs.
Bool_t smearSCFDP() const
Determine if we are smearing the SCF DP PDF.
void addSPlotNtupleBranches(const LauPdfList *extraPdfs, const TString &prefix)
Add sPlot branches for the extra PDFs.
Bool_t forceAsym_
Option to force an asymmetry.
Double_t scfTotalLike_
Total SCF likelihood.
void setExtraPdfParameters()
Set the fit parameters for the extra PDFs.
LauBkgndDPModelList posBkgndDPModels_
The B+ background Dalitz plot models.
UInt_t nNormPar_
Number of normalisation parameters (yields, asymmetries)
Bool_t useSCF() const
Determine whether we are splitting the signal into TM and SCF parts.
LauEmbeddedData * posSignalTree_
The B+ signal event tree.
File containing declaration of LauAbsFitModel class.
Int_t curEvtCharge_
Current event charge.
void calcExtraFractions(Bool_t initValues=kFALSE)
Calculate the CP-conserving and CP-violating fit fractions.
LauEmbeddedData * negSignalTree_
The B- signal event tree.
Bool_t useNegReweighting_
Boolean to use reweighting for B-.
std::vector< LauComplex > negCoeffs_
The complex coefficients for B-.
LauBkgndPdfsList posBkgndPdfs_
The B+ background PDFs.
std::multimap< TString, std::pair< TString, TString > > TwoDMap
Type to associate the name of the species that have 2D PDFs with the names of the two variables invol...
Definition: LauSPlot.hh:68
Bool_t compareFitData_
Run choice variables.
virtual Bool_t scfDPSmear() const
Check if the mis-reconstructed signal is to be smeared in the DP.
LauParArray negFitFrac_
The B- fit fractions.
virtual void getEvtExtraLikelihoods(UInt_t iEvt)
Determine the signal and background likelihood for the extra variables for a given event...
Double_t sigDPLike_
Signal DP likelihood value.
LauPdfList negScfPdfs_
The B- SCF PDFs.
Bool_t useSCF_
Is the signal split into TM and SCF.
virtual Bool_t genExpt()
Toy MC generation and fitting overloaded functions.
TString negParent_
Name of the parent particle.
TString posParent_
Name of the parent particle.
void embedNegSignal(const TString &fileName, const TString &treeName, Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment=kFALSE, Bool_t useReweighting=kFALSE)
Embed full simulation events for the B- signal, rather than generating toy from the PDFs...
std::vector< Double_t > fakeSCFFracs_
The cached values of the SCF fraction for each bin centre.
std::vector< std::vector< LauParameter > > LauParArray
Type to define an array of parameters.
Bool_t storeSignalMCMatch(LauEmbeddedData *embeddedData)
Store the MC truth info on the TM/SCF nature of the embedded signal event.
Bool_t usingBkgnd_
Background boolean.
LauGenInfo eventsToGenerate()
Determine the number of events to generate for each hypothesis.
std::vector< LauAbsPdf * > LauPdfList
List of Pdfs.
LauBkgndYieldList bkgndAsym_
Background asymmetries(s)
LauParameter negDPRate_
The average DP rate for B-.
std::vector< Double_t > bkgndTotalLike_
Total background likelihood(s)
std::vector< Double_t > recoSCFFracs_
The cached values of the SCF fraction for each event.
LauParameter posDPRate_
The average DP rate for B+.
std::vector< Double_t > bkgndExtraLike_
Background likelihood value(s) from extra PDFs.
void setupGenNtupleBranches()
Setup the required ntuple branches.
LauAbsDPDynamics * posSigModel_
The B+ signal Dalitz plot model.
Double_t scfExtraLike_
SCF likelihood from extra PDFs.
Bool_t reuseSignal_
Boolean to reuse signal events.
LauParArray posFitFrac_
The B+ fit fractions.
virtual void cacheInputFitVars()
Read in the input fit data variables, e.g. m13Sq and m23Sq.
void setSignalDPParameters()
Set the fit parameters for the DP model.
void randomiseInitFitPars()
Randomise the initial fit parameters.
void appendBinCentres(LauFitDataTree *inputData)
Append fake data points to the inputData for each bin in the SCF smearing matrix. ...
virtual void checkInitFitParams()
Check the initial fit parameters.
const Bool_t tagged_
IS the analysis tagged?
UInt_t nExtraPdfPar_
Number of extra PDF parameters.
virtual void finaliseFitResults(const TString &tablePrefixName)
Get the fit results and store them.
virtual void printFitFractions(std::ostream &output)
Print the fit fractions, total DP rate and mean efficiency.
LauParArray negFitFracEffUnCorr_
Fit B- fractions (uncorrected for the efficiency)
Class for defining a CP fit model.
Abstract interface to the fitting and toy MC model.
const TString tagVarName_
Event charge.
LauParameter * signalEvents_
Signal yield.
LauParArray posFitFracEffUnCorr_
Fit B+ fractions (uncorrected for the efficiency)
std::vector< LauAbsBkgndDPModel * > LauBkgndDPModelList
Typedef for a vector of background DP models.
std::vector< Int_t > evtCharges_
Vector to store event charges.
File containing declaration of LauParameter class.
virtual Bool_t splitSignal() const
Check if the signal is split into well-reconstructed and mis-reconstructed types. ...
std::vector< LauPdfList > LauBkgndPdfsList
Typedef for a vector of background PDFs.
void calcAsymmetries(Bool_t initValues=kFALSE)
Calculate the CP asymmetries.
std::map< TString, Double_t > NumbMap
Type to associate a category name with a double precision number, e.g. a yield or PDF value for a giv...
Definition: LauSPlot.hh:62
LauScfMap * scfMap_
The smearing matrix for the SCF DP PDF.
Double_t sigExtraLike_
Signal likelihood from extra PDFs.
LauCPFitModel(LauAbsDPDynamics *negModel, LauAbsDPDynamics *posModel, Bool_t tagged=kTRUE, const TString &tagVarName="charge")
Constructor.
virtual void setNBkgndEvents(LauParameter *nBkgndEvents)
Set the background event yield(s)
virtual void initialise()
Initialise the fit.
virtual LauSPlot::NumbMap fixdSpeciesNames() const
Returns the names and yields of species that are fixed in the fit.
Class for defining the abstract interface for complex coefficient classes.
Double_t sigTotalLike_
Total signal likelihood.
virtual void setAmpCoeffSet(LauAbsCoeffSet *coeffSet)
Set the DP amplitude coefficients.
Class for defining the fit parameter objects.
Definition: LauParameter.hh:33
Class to store the data for embedding in toy experiments.
UInt_t nSigComp_
Number of signal components.
virtual void setupSPlotNtupleBranches()
Add branches to store experiment number and the event number within the experiment.
LauParameter * signalAsym_
Signal asymmetry.
void splitSignalComponent(const TH2 *dpHisto, const Bool_t upperHalf=kFALSE, const Bool_t fluctuateBins=kFALSE, LauScfMap *scfMap=0)
Split the signal component into well-reconstructed and mis-reconstructed parts.
std::vector< Double_t > bkgndDPLike_
Background DP likelihood value(s)
void embedNegBkgnd(const TString &bgClass, const TString &fileName, const TString &treeName, Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment=kFALSE)
Embed full simulation events for the given background class, rather than generating toy from the PDFs...
LauBkgndEmbDataList negBkgndTree_
The B- background event tree.
LauBkgndReuseEventsList reuseBkgnd_
Vector of booleans to reuse background events.
std::vector< LauAbsCoeffSet * > coeffPars_
Magnitudes and Phases.
LauParameter posMeanEff_
The mean efficiency for B+ model.
LauAbsDPDynamics * negSigModel_
The B- signal Dalitz plot model.
LauParArray CPCFitFrac_
The CP conserving fit fraction.
virtual void setNSigEvents(LauParameter *nSigEvents)
Set the signal event yield.
virtual void weightEvents(const TString &dataFileName, const TString &dataTreeName)
Weight events based on the DP model.
Bool_t usePosReweighting_
Boolean to use reweighting for B+.
Bool_t generateBkgndEvent(UInt_t bgID)
Generate background event.
virtual void writeOutTable(const TString &outputFile)
Write the fit results in latex table format.
std::vector< LauParameter * > LauBkgndYieldList
Typedef for a vector of background yields.
Bool_t useSCFHist() const
Determine whether the SCF fraction is DP-dependent.
Class that implements the efficiency description across the signal Dalitz plot.
Definition: LauEffModel.hh:37
virtual void updateCoeffs()
Update the coefficients.
Double_t setSPlotNtupleBranchValues(LauPdfList *extraPdfs, const TString &prefix, UInt_t iEvt)
Set the branches for the sPlot ntuple with extra PDFs.
virtual ~LauCPFitModel()
Destructor.
std::vector< LauComplex > posCoeffs_
The complex coefficients for B+.
virtual void initialiseDPModels()
Initialise the signal DP models.
void updateSigEvents()
Update the signal events after Minuit sets background parameters.
virtual void setupBkgndVectors()
Define the length of the background vectors.
void setSignalPdfs(LauAbsPdf *negPdf, LauAbsPdf *posPdf)
Set the signal PDFs.
void setFitNEvents()
Set the initial yields.
virtual LauSPlot::TwoDMap twodimPDFs() const
Returns the species and variables for all 2D PDFs in the fit.
virtual LauSPlot::NumbMap freeSpeciesNames() const
Returns the names and yields of species that are free in the fit.
LauEffModel * scfFracHist_
The histogram giving the DP-dependence of the SCF fraction.
UInt_t nSigDPPar_
Number of signal DP parameters.
virtual void propagateParUpdates()
Calculate things that depend on the fit parameters after they have been updated by Minuit...
Class for representing the 4D smearing matrix for mis-reconstructed signal (self cross feed) ...
Definition: LauScfMap.hh:29
virtual void storePerEvtLlhds()
Store the per event likelihood values.
Double_t scfDPLike_
SCF DP likelihood value.
std::vector< Double_t > recoJacobians_
The cached values of the sqDP jacobians for each event.
std::vector< Bool_t > LauBkgndReuseEventsList
Typedef for a vector of booleans to flag if events are reused.
virtual Double_t getEventSum() const
Get the total number of events.
Class for defining the abstract interface for PDF classes.
Definition: LauAbsPdf.hh:41
LauPdfList posScfPdfs_
The B+ SCF PDFs.
LauBkgndYieldList bkgndEvents_
Background yield(s)
Class for calculating 3-body kinematic quantities.
LauBkgndDPModelList negBkgndDPModels_
The B- background Dalitz plot models.
LauParArray CPVFitFrac_
The CP violating fit fraction.
LauPdfList posSignalPdfs_
The B+ signal PDFs.
std::vector< Double_t > fakeJacobians_
The cached values of the sqDP jacobians for each true bin.
void embedPosBkgnd(const TString &bgClass, const TString &fileName, const TString &treeName, Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment=kFALSE)
Embed full simulation events for the given background class, rather than generating toy from the PDFs...
virtual Double_t getEvtSCFDPLikelihood(UInt_t iEvt)
Calculate the SCF likelihood for the DP for a given event.
std::vector< LauEmbeddedData * > LauBkgndEmbDataList
Typedef for a vector of embedded data objects.
void setSCFPdfs(LauAbsPdf *negPdf, LauAbsPdf *posPdf)
Set the SCF PDF for a given variable.
std::map< std::pair< TString, Int_t >, std::pair< Int_t, Double_t > > LauGenInfo
Define a map to be used to store a category name and numbers.
Bool_t useSCFHist_
Is the SCF fraction DP-dependent.
LauParameter negMeanEff_
The mean efficiency for B- model.
void setBkgndPdfs(const TString &bkgndClass, LauAbsPdf *negPdf, LauAbsPdf *posPdf)
Set the background PDFs.
virtual Double_t getTotEvtLikelihood(UInt_t iEvt)
Get the total likelihood for each event.
virtual void getEvtDPLikelihood(UInt_t iEvt)
Calculate the signal and background likelihoods for the DP for a given event.
LauBkgndEmbDataList posBkgndTree_
The B+ background event tree.
void setBkgndDPModels(const TString &bkgndClass, LauAbsBkgndDPModel *negModel, LauAbsBkgndDPModel *posModel)
Set the background DP models.
LauBkgndPdfsList negBkgndPdfs_
The B- background PDFs.
Class to store the input fit variables.
LauParameter scfFrac_
The (global) SCF fraction parameter.
std::set< TString > NameSet
Type to store names, e.g. of the discriminating/control variables.
Definition: LauSPlot.hh:59
void setDPBranchValues()
Store all of the DP information.
LauKinematics * posKinematics_
The B+ Dalitz plot kinematics object.
void embedPosSignal(const TString &fileName, const TString &treeName, Bool_t reuseEventsWithinEnsemble, Bool_t reuseEventsWithinExperiment=kFALSE, Bool_t useReweighting=kFALSE)
Embed full simulation events for the B+ signal, rather than generating toy from the PDFs...
std::vector< LauParameter > fitFracAsymm_
The fit fraction asymmetries.
void setExtraNtupleVars()
Set-up other parameters that are derived from the fit results, e.g. fit fractions.