/////////////////////////////////////////////
// Have a nice plotting functiong
//
/////////////////////////////////////////////
void MethodDatasetsProbScan::plotFitRes(TString fName) {

  for (int i=0; i<pdf->getFitObs().size(); i++) {
    TString fitVar = pdf->getFitObs()[i];
    TCanvas *fitCanv = newNoWarnTCanvas( getUniqueRootName(), Form("S+B and B only fits to the dataset for %s",fitVar.Data()) );
    TLegend *leg = new TLegend(0.6,0.7,0.92,0.92);
    leg->SetFillColor(0);
    leg->SetLineColor(0);
    RooPlot *plot = w->var(fitVar)->frame();
    // data invisible for norm
    w->data(pdf->getDataName())->plotOn( plot, Invisible() );
    // bkg pdf
    if( pdf->getBkgPdf() ){
        if ( !bkgOnlyFitResult ) {
          cout << "MethodDatasetsProbScan::plotFitRes() : ERROR : bkgOnlyFitResult is NULL" << endl;
          exit(1);
        }
        setParameters(w, bkgOnlyFitResult);
        if ( !w->pdf(pdf->getBkgPdfName()) ) {
          cout << "MethodDatasetsProbScan::plotFitRes() : ERROR : No background pdf " << pdf->getBkgPdfName() << " found in workspace" << endl;
          exit(1);
        }
        w->pdf(pdf->getBkgPdfName())->plotOn( plot, LineColor(kRed) );
        leg->AddEntry( plot->getObject(plot->numItems()-1), "Background Only Fit", "L");
    }
    else cout << "MethodDatasetsProbScan::plotFitRes() : WARNING : No background pdf is given. Will only plot S+B hypothesis." << std::endl;
    // free fit
    if ( !dataFreeFitResult ) {
      cout << "MethodDatasetsProbScan::plotFitRes() : ERROR : dataFreeFitResult is NULL" << endl;
      exit(1);
    }
    setParameters(w, dataFreeFitResult);
    if ( !w->pdf(pdf->getPdfName()) ) {
      cout << "MethodDatasetsProbScan::plotFitRes() : ERROR : No pdf " << pdf->getPdfName() << " found in workspace" << endl;
      exit(1);
    }
    w->pdf(pdf->getPdfName())->plotOn(plot);
    leg->AddEntry( plot->getObject(plot->numItems()-1), "Free Fit", "L");
    // data unblinded if needed
    map<TString,TString> unblindRegs = pdf->getUnblindRegions();
    if ( unblindRegs.find( fitVar ) != unblindRegs.end() ) {
      w->data(pdf->getDataName())->plotOn( plot, CutRange(pdf->getUnblindRegions()[fitVar]) );
      leg->AddEntry( plot->getObject(plot->numItems()-1), "Data", "LEP");
    }
    plot->Draw();
    leg->Draw("same");
    savePlot(fitCanv, fName);
  }

}
Exemple #2
0
/**********************************************
  FUNCTION
    Does only remove all notes in the ranged
    area. (decided to wait with FXes)
**********************************************/
void CutRangedRange(
	struct WBlocks *wblock
){
	Place *p1,*p2;

	if(!wblock->isranged) return;

	p1=GetRangeStartPlace(wblock);
	p2=GetRangeEndPlace(wblock);

	CutRange(wblock->block,wblock->rangex1,wblock->rangex2,p1,p2);
        
	wblock->isranged=false;
}
void MEPdfPartialB::DrawDeltaE(RooDataSet* ds){
  mbc->setRange("mbcSignal",cuts->get_mbc_min_h0(m_mode,m_h0mode),cuts->get_mbc_max_h0(m_mode,m_h0mode));
  RooPlot* deFrame = de->frame();
  ds->plotOn(deFrame,DataError(RooAbsData::SumW2),MarkerSize(1),MarkerColor(kGreen));
  pdf_part->plotOn(deFrame,LineWidth(2),LineColor(kGreen));
  ds->plotOn(deFrame,DataError(RooAbsData::SumW2),MarkerSize(1),CutRange("mbcSignal"));
  pdf_part->plotOn(deFrame,LineWidth(2),ProjectionRange("mbcSignal"));

  RooHist* hdepull = deFrame->pullHist();
  RooPlot* dePull = de->frame(Title("#Delta E pull distribution"));
  dePull->addPlotable(hdepull,"P");
  dePull->GetYaxis()->SetRangeUser(-5,5);

  TCanvas* cm = new TCanvas("Delta E","Delta E",600,700);
  cm->cd();

  TPad *pad3 = new TPad("pad3","pad3",0.01,0.20,0.99,0.99);
  TPad *pad4 = new TPad("pad4","pad4",0.01,0.01,0.99,0.20);
  pad3->Draw();
  pad4->Draw();

  pad3->cd();
  pad3->SetLeftMargin(0.15);
  pad3->SetFillColor(0);

  deFrame->GetXaxis()->SetTitleSize(0.05);
  deFrame->GetXaxis()->SetTitleOffset(0.85);
  deFrame->GetXaxis()->SetLabelSize(0.04);
  deFrame->GetYaxis()->SetTitleOffset(1.6);
  deFrame->Draw();

  stringstream out;
  out.str("");
  out << "#chi^{2}/n.d.f = " << deFrame->chiSquare();
  TPaveText *pt = new TPaveText(0.6,0.75,0.98,0.9,"brNDC");
  pt->SetFillColor(0);
  pt->SetTextAlign(12);
  pt->AddText(out.str().c_str());
  pt->AddText(cuts->GetLabel(m_mode,m_h0mode).c_str());
  pt->Draw();

  TLine *de_line_RIGHT = new TLine(cuts->get_de_min_h0(m_mode,m_h0mode),0,cuts->get_de_min_h0(m_mode,m_h0mode),80);
  de_line_RIGHT->SetLineColor(kRed);
  de_line_RIGHT->SetLineStyle(1);
  de_line_RIGHT->SetLineWidth((Width_t)2.);
  de_line_RIGHT->Draw();
  TLine *de_line_LEFT = new TLine(cuts->get_de_max_h0(m_mode,m_h0mode),0,cuts->get_de_max_h0(m_mode,m_h0mode),80);
  de_line_LEFT->SetLineColor(kRed);
  de_line_LEFT->SetLineStyle(1);
  de_line_LEFT->SetLineWidth((Width_t)2.);
  de_line_LEFT->Draw();

  pad4->cd(); pad4->SetLeftMargin(0.15); pad4->SetFillColor(0);
  dePull->SetMarkerSize(0.05); dePull->Draw();
  TLine *de_lineUP = new TLine(cuts->get_de_fit_min(),3,cuts->get_de_fit_max(),3);
  de_lineUP->SetLineColor(kBlue);
  de_lineUP->SetLineStyle(2);
  de_lineUP->Draw();
  TLine *de_line = new TLine(cuts->get_de_fit_min(),0,cuts->get_de_fit_max(),0);
  de_line->SetLineColor(kBlue);
  de_line->SetLineStyle(1);
  de_line->SetLineWidth((Width_t)2.);
  de_line->Draw();
  TLine *de_lineDOWN = new TLine(cuts->get_de_fit_min(),-3,cuts->get_de_fit_max(),-3);
  de_lineDOWN->SetLineColor(kBlue);
  de_lineDOWN->SetLineStyle(2);
  de_lineDOWN->Draw();

  cm->Update();
  out.str("");
  out << "pics/de_part_m" << m_mode << "_h0m" << m_h0mode << ".eps";
  cm->Print(out.str().c_str());
  string line = string("evince ") + out.str() + string(" &");
  system(line.c_str());
  out.str("");
  out << "pics/de_part_m" << m_mode << "_h0m" << m_h0mode << ".root";
  cm->Print(out.str().c_str());
}
Exemple #4
0
int main() {
    const double PDGLbMass=5619.51;
    const double RareUpperBlind=PDGLbMass+125.0;
    const double RareLowerBlind=PDGLbMass-125.0;
    const double Rare2UpperBlind=PDGLbMass+175.0;
    const double Rare2LowerBlind=PDGLbMass-175.0;
    bool blind=true;
    bool remakecc=false;
    bool remakerare=false;
    bool remakerare2=false;
    bool sweight=false;
    TRandom3* MultiCandRand=new TRandom3(224); //dont change seed
    TH1I* ControlChannelMultiCands= new TH1I("ControlChannelMultiCands","ControlChannelMultiCands",10,0,10);
    TH1I* RareChannelMultiCands= new TH1I("RareChannelMultiCands","RareChannelMultiCands",10,0,10);
    TH1I* Rare2ChannelMultiCands= new TH1I("RareChannel2MultiCands","RareChannel2MultiCands",10,0,10);

    //_______________________________________ MAKE CONTROL CHANNEL ROODATASET______________________________________
    if(remakecc) {
        std::string ControlDataPath=std::getenv("BUKETAPDATABDTRESPROOT");
        DataFile CC12A(ControlDataPath,Data,Twel,MagAll,buketap,"BDTApplied_SampleA");
        DataFile CC12B(ControlDataPath,Data,Twel,MagAll,buketap,"BDTApplied_SampleB");
        DataFile CC11A(ControlDataPath,Data,Elev,MagAll,buketap,"BDTApplied_SampleA");
        DataFile CC11B(ControlDataPath,Data,Elev,MagAll,buketap,"BDTApplied_SampleB");

        TreeReader* CC12Reader= new TreeReader("DecayTree");
        CC12Reader->AddFile(CC12A);
        CC12Reader->AddFile(CC12B);
        CC12Reader->Initialize(ControlCuts::BranchesToKeep,"contains");
        TFile* Minimal12File= new TFile("MinimalCC12.root","RECREATE");
        TTree* Minimal12Tree=CC12Reader->CopyTree(ControlCuts::AllCuts12,-1,"DecayTree");
        TTree* MinimalFlagged12Tree=HandyFunctions::GetSingleTree(MultiCandRand,Minimal12Tree,ControlChannelMultiCands,NULL);
        MinimalFlagged12Tree->Write();
        Minimal12File->Close();

        TreeReader* CC11Reader= new TreeReader("DecayTree");
        CC11Reader->AddFile(CC11A);
        CC11Reader->AddFile(CC11B);
        CC11Reader->Initialize(ControlCuts::BranchesToKeep,"contains");
        TFile* Minimal11File= new TFile("MinimalCC11.root","RECREATE");
        TTree* Minimal11Tree=CC11Reader->CopyTree(ControlCuts::AllCuts11,-1,"DecayTree");
        TTree* MinimalFlagged11Tree=HandyFunctions::GetSingleTree(MultiCandRand,Minimal11Tree,ControlChannelMultiCands,NULL);
        MinimalFlagged11Tree->Write();
        Minimal11File->Close();

        TreeReader* FlaggedReader= new TreeReader("DecayTree");
        FlaggedReader->AddFile("MinimalCC12.root");
        FlaggedReader->AddFile("MinimalCC11.root");
        FlaggedReader->Initialize();
        TFile* CCSingleFile= new TFile("CCSingleFile.root","RECREATE");
        TTree* SingleTree=FlaggedReader->CopyTree("isSingle==1",-1,"DecayTree");
        SingleTree->Write();
        CCSingleFile->Close();
    }

    //_____________________________________Make Rare Mode One Data__________________________________________________
    if(remakerare) {
        std::string RareDataPath=std::getenv("LBPKETAPPIPIGDATABDTRESPROOT");
        DataFile Rare12A(RareDataPath,Data,Twel,MagAll,lbpketappipig,"BDTApplied_SampleA_NB");
        DataFile Rare12B(RareDataPath,Data,Twel,MagAll,lbpketappipig,"BDTApplied_SampleB_NB");
        DataFile Rare11A(RareDataPath,Data,Elev,MagAll,lbpketappipig,"BDTApplied_SampleA_NB");
        DataFile Rare11B(RareDataPath,Data,Elev,MagAll,lbpketappipig,"BDTApplied_SampleB_NB");

        TreeReader* Rare12Reader= new TreeReader("DecayTree");
        Rare12Reader->AddFile(Rare12A);
        Rare12Reader->AddFile(Rare12B);
        Rare12Reader->Initialize(pipigCuts::BranchesToKeep,"contains");
        TFile* Minimal12File= new TFile("MinimalRare12.root","RECREATE");
        TTree* Minimal12Tree=Rare12Reader->CopyTree(pipigCuts::AllCuts12,-1,"DecayTree");
        TTree* MinimalFlagged12Tree=HandyFunctions::GetSingleTree(MultiCandRand,Minimal12Tree,RareChannelMultiCands,NULL);
        MinimalFlagged12Tree->Write();
        Minimal12File->Close();

        TreeReader* Rare11Reader= new TreeReader("DecayTree");
        Rare11Reader->AddFile(Rare11A);
        Rare11Reader->AddFile(Rare11B);
        Rare11Reader->Initialize(pipigCuts::BranchesToKeep,"contains");
        TFile* Minimal11File= new TFile("MinimalRare11.root","RECREATE");
        TTree* Minimal11Tree=Rare11Reader->CopyTree(pipigCuts::AllCuts11,-1,"DecayTree");
        TTree* MinimalFlagged11Tree=HandyFunctions::GetSingleTree(MultiCandRand,Minimal11Tree,RareChannelMultiCands,NULL);
        MinimalFlagged11Tree->Write();
        Minimal11File->Close();

        TreeReader* FlaggedReader= new TreeReader("DecayTree");
        FlaggedReader->AddFile("MinimalRare12.root");
        FlaggedReader->AddFile("MinimalRare11.root");
        FlaggedReader->Initialize();
        TFile* RareSingleFile= new TFile("RareSingleFile.root","RECREATE");
        TTree* SingleTree=FlaggedReader->CopyTree("isSingle==1",-1,"DecayTree");
        SingleTree->Write();
        RareSingleFile->Close();

    }
    //___________________________________ Make Rare mode Two Data________________________________________________
    if(remakerare2) {
        std::string Rare2DataPath=std::getenv("LBPKETAPETADATABDTRESPROOT");
        DataFile Rare212A(Rare2DataPath,Data,Twel,MagAll,lbpketapeta,"BDTApplied_SampleA_NB");
        DataFile Rare212B(Rare2DataPath,Data,Twel,MagAll,lbpketapeta,"BDTApplied_SampleB_NB");
        DataFile Rare211A(Rare2DataPath,Data,Elev,MagAll,lbpketapeta,"BDTApplied_SampleA_NB");
        DataFile Rare211B(Rare2DataPath,Data,Elev,MagAll,lbpketapeta,"BDTApplied_SampleB_NB");

        TreeReader* Rare212Reader= new TreeReader("DecayTree");
        Rare212Reader->AddFile(Rare212A);
        Rare212Reader->AddFile(Rare212B);
        Rare212Reader->Initialize(etapetaCuts::BranchesToKeep,"contains");
        TFile* Minimal12File= new TFile("MinimalRare212.root","RECREATE");
        TTree* Minimal12Tree=Rare212Reader->CopyTree(etapetaCuts::AllCuts12,-1,"DecayTree");
        TTree* MinimalFlagged12Tree=HandyFunctions::GetSingleTree(MultiCandRand,Minimal12Tree,Rare2ChannelMultiCands,NULL);
        MinimalFlagged12Tree->Write();
        Minimal12File->Close();

        TreeReader* Rare211Reader= new TreeReader("DecayTree");
        Rare211Reader->AddFile(Rare211A);
        Rare211Reader->AddFile(Rare211B);
        Rare211Reader->Initialize(etapetaCuts::BranchesToKeep,"contains");
        TFile* Minimal11File= new TFile("MinimalRare211.root","RECREATE");
        TTree* Minimal11Tree=Rare211Reader->CopyTree(etapetaCuts::AllCuts11,-1,"DecayTree");
        TTree* MinimalFlagged11Tree=HandyFunctions::GetSingleTree(MultiCandRand,Minimal11Tree,Rare2ChannelMultiCands,NULL);
        MinimalFlagged11Tree->Write();
        Minimal11File->Close();

        TreeReader* FlaggedReader= new TreeReader("DecayTree");
        FlaggedReader->AddFile("MinimalRare212.root");
        FlaggedReader->AddFile("MinimalRare211.root");
        FlaggedReader->Initialize();
        TFile* Rare2SingleFile= new TFile("Rare2SingleFile.root","RECREATE");
        TTree* SingleTree=FlaggedReader->CopyTree("isSingle==1",-1,"DecayTree");
        SingleTree->Write();
        Rare2SingleFile->Close();
    }
    //____________________________________ Shared Parameters_______________________________________________________

    RooRealVar DataMCRatio("DataMCRatio","DataMCRatio",1.0,0.5,1.5);
    RooRealVar CCMean("CCMean","CCMean",5279.0,5250.0,5310.0);
    RooFormulaVar LambdabMean("LambdabMean","LambdabMean","@0+339.72",RooArgList(CCMean));
    //RooRealVar LambdabMean("LambdabMean","LambdabMean",5619.0,5615.0,5630.0);
    // RooFormulaVar CCMean("CCMean","CCMean","@0 - 339.72",RooArgList(LambdabMean));

    std::vector<RooRealVar*> FreeParameters;
    FreeParameters.push_back(&DataMCRatio);
    //  FreeParameters.push_back(&LambdabMean);

    //____________________________________ Control Channel PDF______________________________________________________

    TFile* CCInputFile = new TFile("CCSingleFile.root");
    TTree* CCInputTree=(TTree*)CCInputFile->Get("DecayTree");
    RooRealVar CCBMass("Bu_DTF_MF","Bu_DTF_MF",5000.0,5550.0);
    RooRealVar CCEtaMass("eta_prime_MM","eta_prime_MM",880.0,1040.0);
    RooArgSet CCArgs(CCBMass,CCEtaMass);
    RooDataSet* CCData=new RooDataSet("CCData","CCData",CCArgs,Import(*CCInputTree));


    //++++++++++++++++++++++++++++++Signal PDF+++++++++++++++++++++++++++++++++


    TFile *CCMCFitResultFile = new TFile("CCFitResult.root");
    RooFitResult* CCMCFitResult=NULL;
    try {
        CCMCFitResult=SafeGetFitResult(CCMCFitResultFile,"CCFitResult");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    CCMCFitResult->Print("v");
    RooRealVar* CCMCSigma=NULL;
    RooRealVar* CCMCLAlphaFix=NULL;
    RooRealVar* CCMCRAlphaFix=NULL;
    RooRealVar* CCMCLNFix=NULL;
    RooRealVar* CCMCRNFix=NULL;

    try {
        CCMCSigma=SafeGetVar(CCMCFitResult,"CCSigma");
        CCMCLAlphaFix=SafeGetVar(CCMCFitResult,"CCLAlpha");
        CCMCRAlphaFix=SafeGetVar(CCMCFitResult,"CCRAlpha");
        CCMCLNFix=SafeGetVar(CCMCFitResult,"CCLN");
        CCMCRNFix=SafeGetVar(CCMCFitResult,"CCRN");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    RooRealVar CCMCSigmaFix("CCMCSigmaFix","CCMCSigmaFix",CCMCSigma->getVal());
    CCMCSigmaFix.setConstant(kTRUE);
    RooFormulaVar CCSigma("CCSigma","CCSigma","@0*@1",RooArgList(DataMCRatio,CCMCSigmaFix));

    RooRealVar CCLAlpha("CCLAlpha","CCLAlpha",CCMCLAlphaFix->getVal());

    RooRealVar CCRAlpha("CCRAlpha","CCRAlpha",CCMCRAlphaFix->getVal());

    RooRealVar CCLN("CCLN","CCLN",CCMCLNFix->getVal());

    RooRealVar CCRN("CCRN","CCRN",CCMCRNFix->getVal());

    RooCBShape CCDCBLeft("CCDCBLeft","CCDCBLeft",CCBMass,CCMean,CCSigma,CCLAlpha,CCLN);

    RooCBShape CCDCBRight("CCDCBRight","CCDCBRight",CCBMass,CCMean,CCSigma,CCRAlpha,CCRN);

    RooRealVar CCFitFraction("CCFitFraction","CCFitFraction",0.5,0.0,1.0);
    FreeParameters.push_back(&CCFitFraction);
    RooAddPdf CCDCB("CCDCB","CCDCB",RooArgList(CCDCBRight,CCDCBLeft),CCFitFraction);

    RooRealVar CCEtamean("CCEtamean","CCEtamean",958.0,955.0,960.0);
    RooRealVar CCEtasigma("CCEtasigma","CCEtasigma",9.16,9.0,15.0);

    RooRealVar* CCMCEtaLAlpha=NULL;
    RooRealVar* CCMCEtaRAlpha=NULL;
    RooRealVar* CCMCEtaLN=NULL;
    RooRealVar* CCMCEtaRN=NULL;

    try {
        CCMCEtaLAlpha=SafeGetVar(CCMCFitResult,"CCEtaLAlpha");
        CCMCEtaRAlpha=SafeGetVar(CCMCFitResult,"CCEtaRAlpha");
        CCMCEtaLN=SafeGetVar(CCMCFitResult,"CCEtaLN");
        CCMCEtaRN=SafeGetVar(CCMCFitResult,"CCEtaRN");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    RooRealVar CCEtaLAlpha("CCEtaLAlpha","CCEtaLAlpha",CCMCEtaLAlpha->getVal());

    RooRealVar CCEtaRAlpha("CCEtaRAlpha","CCEtaRAlpha",CCMCEtaRAlpha->getVal());

    RooRealVar CCEtaLN("CCEtaLN","CCEtaLN",CCMCEtaLN->getVal());

    RooRealVar CCEtaRN("CCEtaRN","CCEtaRN",CCMCEtaRN->getVal());

    RooCBShape CCEtaDCBLeft("CCEtaCBLeft","CCEtaCBLeft",CCEtaMass,CCEtamean,CCEtasigma,CCEtaLAlpha,CCEtaLN);

    RooCBShape CCEtaDCBRight("CCEtaCBRight","CCEtaCBRight",CCEtaMass,CCEtamean,CCEtasigma,CCEtaRAlpha,CCEtaRN);

    RooRealVar CCEtaFitFraction("CCEtaFitFraction","CCEtaFitFraction",0.22,0.1,1.0);
    FreeParameters.push_back(&CCEtaFitFraction);

    RooAddPdf CCEtaDCB("CCEteaDCB","CCEtaDCB",RooArgList(CCEtaDCBRight,CCEtaDCBLeft),CCEtaFitFraction);

    RooProdPdf CCSignalPdf("CCSignalPdf","CCSignalPdf",RooArgSet(CCEtaDCB,CCDCB));
    RooRealVar CCSignalYield("CCSignalYield","CCSignalYield",10000.0,1000.0,20000.0);

    RooExtendPdf CCExtendedSignalPdf("CCExtendedSignalPdf","CCExtendedSignalPdf",CCSignalPdf,CCSignalYield);

    //+++++++++++++++++++++++++++++++++ COMB NO ETAP PDF++++++++++++++++++++++++++++++++++++++++

    RooRealVar CCNoEtaBSlope("CCNoEtaBSlope","CCNoEtaBSlope",-0.6,-0.8,-0.4);
    FreeParameters.push_back(&CCNoEtaBSlope);

    RooRealVar CCNoEtaBCurve("CCNoEtaBCurve","CCNoEtaBCurve",-0.1,-0.30,-0.05);
    FreeParameters.push_back(&CCNoEtaBCurve);

    RooChebychev CCNoEtaBLine("CCNoEtaBLine","CCNoEtaBLine",CCBMass,RooArgList(CCNoEtaBSlope,CCNoEtaBCurve));

    RooRealVar CCNoEtaEtaP1("CCNoEtaEtaP1","CCNoEtaEtaP1",-0.1,-1.0,0.0);
    FreeParameters.push_back(&CCNoEtaEtaP1);

    RooRealVar CCNoEtaEtaP2("CCNoEtaEtaP2","CCNoEtaEtaP2",-0.1,-0.8,0.0);
    FreeParameters.push_back(&CCNoEtaEtaP2);

    RooChebychev CCNoEtaQuad("CCNoEtaQuad","CCNoEtaQuad",CCEtaMass,RooArgList(CCNoEtaEtaP1,CCNoEtaEtaP2));

    RooProdPdf CCNoEtaBkgPdf("CCNoEtaBkgPdf","CCNoEtaBkgPdf",RooArgSet(CCNoEtaQuad,CCNoEtaBLine));
    RooRealVar CCNoEtaBkgYield("CCNoEtaBkgYield","CCNoEtaBkgYield",2400.0,500.0,15000.0);

    RooExtendPdf ExtCCNoEtaBkgPdf("ExtCCNoEtaBkgPdf","ExtCCNoEtaBkgPdf",CCNoEtaBkgPdf,CCNoEtaBkgYield);


    //++++++++++++++++++++++++++++++++++ COMB TRUE ETAP PDF++++++++++++++++++++++++++++++++++

    RooRealVar CCTrueEtaBSlope("CCTrueEtaBSlope","CCTrueEtaBSlope",-0.1,-1.0,0.0);
    FreeParameters.push_back(&CCTrueEtaBSlope);

    RooChebychev CCTrueEtaBLine("CCTrueEtaBLine","CCTrueEtaBLine",CCBMass,RooArgList(CCTrueEtaBSlope));

    RooRealVar CCTrueEtaEtaLAlpha("CCTrueEtaEtaLAlpha","CCTrueEtaEtaLAlpha",CCMCEtaLAlpha->getVal());
    RooRealVar CCTrueEtaEtaRAlpha("CCTrueEtaEtaRAlpha","CCTrueEtaEtaRAlpha",CCMCEtaRAlpha->getVal());
    RooRealVar CCTrueEtaEtaLN("CCTrueEtaEtaLN","CCTrueEtaEtaLN",CCMCEtaLN->getVal());
    RooRealVar CCTrueEtaEtaRN("CCTrueEtaEtaRN","CCTrueEtaEtaRN",CCMCEtaRN->getVal());

    //RooCBShape CCTrueEtaEtaCBLeft("CCTrueEtaEtaCBLeft","CCTrueEtaEtaCBLeft",CCEtaMass,CCEtamean,CCEtasigma,CCTrueEtaEtaLAlpha,CCTrueEtaEtaLN);

    RooCBShape CCTrueEtaEtaCBRight("CCTrueEtaEtaCBRight","CCTrueEtaEtaCBRight",CCEtaMass,CCEtamean,CCEtasigma,CCTrueEtaEtaRAlpha,CCTrueEtaEtaRN);

    //  RooRealVar CCTrueEtaEtaFitFraction("CCTrueEtaEtaFitFraction","CCTrueEtaEtaFitFraction",0.4,0.0,1.0);
    //RooAddPdf CCTrueEtaEtaDCB("CCTrueEtaEtaDCB","CCTrueEtaEtaDCB",RooArgList(CCTrueEtaEtaCBRight,CCTrueEtaEtaCBLeft),CCTrueEtaEtaFitFraction);

    RooProdPdf CCTrueEtaEtaBkgPdf("CCTrueEtaEtaBkgPdf","CCTrueEtaEtaBkgPdf",RooArgSet(CCTrueEtaEtaCBRight,CCTrueEtaBLine));

    RooRealVar CCTrueEtaBkgYield("CCTrueEtaBkgYield","CCTrueEtaBkgYield",800.0,20.0,10000.0);

    RooExtendPdf ExtCCTrueEtaBkgPdf("ExtCCTrueEtaBkgPdf","ExtCCTrueEtaBkgPdf",CCTrueEtaEtaBkgPdf,CCTrueEtaBkgYield);

    RooAddPdf CCTotalPdf("CCTotalPdf","CCTotalPdf",RooArgList(ExtCCTrueEtaBkgPdf,ExtCCNoEtaBkgPdf,CCExtendedSignalPdf));



    //_________________________________Rare1 Fit_____________________________

    TFile * RareInputFile = new TFile("RareSingleFile.root");
    TTree* RareInputTree=NULL;
    try {
        RareInputTree=SafeGetTree(RareInputFile,"DecayTree");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    RooRealVar LbMass("Lambda_b0_DTF_MF","Lambda_b0_DTF_MF",5200.0,6000.0);
    RooRealVar RareLambda_b0_PE("Lambda_b0_PE","Lambda_b0_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareLambda_b0_PX("Lambda_b0_PX","Lambda_b0_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareLambda_b0_PY("Lambda_b0_PY","Lambda_b0_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareLambda_b0_PZ("Lambda_b0_PZ","Lambda_b0_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareProton_PE("Proton_PE","Proton_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareProton_PX("Proton_PX","Proton_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareProton_PY("Proton_PY","Proton_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareProton_PZ("Proton_PZ","Proton_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareKaon_PE("Kaon_PE","Kaon_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareKaon_PX("Kaon_PX","Kaon_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareKaon_PY("Kaon_PY","Kaon_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar RareKaon_PZ("Kaon_PZ","Kaon_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rareeta_prime_PE("eta_prime_PE","eta_prime_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rareeta_prime_PX("eta_prime_PX","eta_prime_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rareeta_prime_PY("eta_prime_PY","eta_prime_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rareeta_prime_PZ("eta_prime_PZ","eta_prime_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooArgSet RareArgs(LbMass,RareLambda_b0_PE,RareLambda_b0_PX,RareLambda_b0_PY,RareLambda_b0_PZ,RareProton_PE,RareProton_PX,RareProton_PY,RareProton_PZ);
    RareArgs.add(RareKaon_PE);
    RareArgs.add(RareKaon_PX);
    RareArgs.add(RareKaon_PY);
    RareArgs.add(RareKaon_PZ);
    RareArgs.add(Rareeta_prime_PE);
    RareArgs.add(Rareeta_prime_PX);
    RareArgs.add(Rareeta_prime_PY);
    RareArgs.add(Rareeta_prime_PZ);
    RooDataSet* RareData= new RooDataSet("RareData","RareData",RareArgs,Import(*RareInputTree));


    TFile * RareFitResultFile = new TFile("RareFitResult.root");
    RooFitResult* RareMCFitResult=NULL;
    try {
        RareMCFitResult=SafeGetFitResult(RareFitResultFile,"RareFitResult");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    RareMCFitResult->Print("v");
    RooRealVar* RareMCRAlpha=NULL;
    RooRealVar* RareMCFitFraction=NULL;
    RooRealVar* RareMCLAlpha=NULL;
    RooRealVar* RareMCLN=NULL;
    RooRealVar* RareMCRN=NULL;
    RooRealVar* RareMCSigma=NULL;
    try {
        RareMCRAlpha=SafeGetVar(RareMCFitResult,"RareAlpha");
        RareMCFitFraction=SafeGetVar(RareMCFitResult,"RareFitFraction");
        RareMCLAlpha=SafeGetVar(RareMCFitResult,"RareLAlpha");
        RareMCLN=SafeGetVar(RareMCFitResult,"RareLN");
        RareMCRN=SafeGetVar(RareMCFitResult,"RareRN");
        RareMCSigma=SafeGetVar(RareMCFitResult,"RareSigma");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }

    //++++++++++++++++++++++++++++++Rare Signal PDF++++++++++++++++++++++++++++
    RooRealVar RareMCSigmaFix("RareMCSigmaFix","RareMCSigmaFix",RareMCSigma->getVal());
    RareMCSigmaFix.setConstant();

    RooFormulaVar RareSigma("RareSigma","RareSigma","@0*@1",RooArgSet(RareMCSigmaFix,DataMCRatio));
    RooRealVar RareLAlpha("RareLAlpha","RareLAlpha",RareMCLAlpha->getVal());
    RooRealVar RareRAlpha("RareRAlpha","RareRAlpha",RareMCRAlpha->getVal());
    RooRealVar RareRN("RareRN","RareRN",RareMCRN->getVal());
    RooRealVar RareLN("RareLN","RareLN",RareMCLN->getVal());
    RooRealVar RareFitFraction("RareFitFraction","RareFitFraction",RareMCFitFraction->getVal());

    RooCBShape RareDCBLeft("DCBLeft","DCBLeft",LbMass,LambdabMean,RareSigma,RareLAlpha,RareLN);

    RooCBShape RareDCBRight("DCBRight","DCBRight",LbMass,LambdabMean,RareSigma,RareRAlpha,RareRN);

    RooAddPdf RareDCB("RareDCB","RareDCB",RooArgList(RareDCBLeft,RareDCBRight),RareFitFraction);

    RooRealVar RareYield("RareYield","RareYield",40.0,-100.0,1000.0);
    RooExtendPdf RareSignalPdf("RareSignalPdf","RareSignalPdf",RareDCB,RareYield);
    //++++++++++++++++++++++++++++++Rare Combinatorial Bkg+++++++++++++++++++++++++++++++++++
    RooRealVar Rarep1("Rarep1","Rarep1",-1.1,-5.0,-0.1);
    FreeParameters.push_back(&Rarep1);

    RooRealVar Rarep2("Rarep2","Rarep2",0.5,0.001,10.0);
    FreeParameters.push_back(&Rarep2);

    RooChebychev RarePoly("RarePoly","RarePoly",LbMass,RooArgList(Rarep1,Rarep2));

    RooRealVar RareBkgYield("RareBkgYield","RareBkgYield",2000.0,0.0,10000.0);
    RooExtendPdf RareBkgPdf("RareBkgPdf","RareBkgPdf",RarePoly,RareBkgYield);

    //++++++++++++++++++++++++++++Rare PKPhi Bkg+++++++++++++++++++++++++++++++++
    TFile* PKPhiMCFitresultFile= new TFile("PkPhiFitResultFile.root");
    RooFitResult* PKPhiMCFitResult=NULL;
    try {
        PKPhiMCFitResult=SafeGetFitResult(PKPhiMCFitresultFile,"PkPhiFitResult");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    PKPhiMCFitResult->Print("v");
    RooRealVar* PkPhiMean=NULL;
    RooRealVar* PkPhiSigma=NULL;
    RooRealVar* PkPhiLAlpha=NULL;
    RooRealVar* PkPhiRAlpha=NULL;
    RooRealVar* PkPhiLN=NULL;
    RooRealVar* PkPhiRN=NULL;
    try {
        PkPhiMean=SafeGetVar(PKPhiMCFitResult,"PkPhiMean");
        PkPhiSigma=SafeGetVar(PKPhiMCFitResult,"PkPhiSigma");
        PkPhiLAlpha=SafeGetVar(PKPhiMCFitResult,"PkPhiLAlpha");
        PkPhiLN=SafeGetVar(PKPhiMCFitResult,"PkPhiLN");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }

    RooRealVar RarePkPhiMean("RarePkPhiMean","RarePkPhiMean",PkPhiMean->getVal());
    RooRealVar RarePkPhiSigma("RarePkPhiSigma","RarePkPhiSigma",PkPhiSigma->getVal());
    RooRealVar RarePkPhiLN("RarePkPhiLN","RarePkPhiLN",PkPhiLN->getVal());
    RooRealVar RarePkPhiLAlpha("RarePkPhiLAlpha","RarePkPhiLAlpha",PkPhiLAlpha->getVal());

    RooCBShape RarePkPhiModel("RarePkPhiModel","RarePkPhiModel",LbMass,RarePkPhiMean,RarePkPhiSigma,RarePkPhiLAlpha,RarePkPhiLN);

    RooRealVar RarePkPhiYield("RarePkPhiYield","RarePkPhiYield",50.0,1.0,150.0);
    RooExtendPdf RarePkPhiPdf("RarePkPhiPdf","RarePkPhiPdf",RarePkPhiModel,RarePkPhiYield);

    RooAddPdf RarePdf("RarePdf","RarePdf",RooArgList(RarePkPhiPdf,RareBkgPdf,RareSignalPdf));

    /*RarePdf.fitTo(*RareData,Extended(kTRUE));
    RooPlot* RareFrame=LbMass.frame(Bins(35),Range(5200.0,6100.0));
    TCanvas RareCanvas;
    RareData->plotOn(RareFrame);
    RarePdf.plotOn(RareFrame);
    RareFrame->Draw();
    RareCanvas.SaveAs("RareCanvas.pdf");*/

    //________________________________ Fit Rare 2_______________________________
    TFile* Rare2InputFile = new TFile("Rare2SingleFile.root");
    TTree* Rare2InputTree=NULL;
    try {
        Rare2InputTree=SafeGetTree(Rare2InputFile,"DecayTree");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }
    RooRealVar Rare2Lambda_b0_PE("Lambda_b0_PE","Lambda_b0_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Lambda_b0_PX("Lambda_b0_PX","Lambda_b0_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Lambda_b0_PY("Lambda_b0_PY","Lambda_b0_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Lambda_b0_PZ("Lambda_b0_PZ","Lambda_b0_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Proton_PE("Proton_PE","Proton_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Proton_PX("Proton_PX","Proton_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Proton_PY("Proton_PY","Proton_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Proton_PZ("Proton_PZ","Proton_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Kaon_PE("Kaon_PE","Kaon_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Kaon_PX("Kaon_PX","Kaon_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Kaon_PY("Kaon_PY","Kaon_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2Kaon_PZ("Kaon_PZ","Kaon_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2eta_prime_PE("eta_prime_PE","eta_prime_PE",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2eta_prime_PX("eta_prime_PX","eta_prime_PX",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2eta_prime_PY("eta_prime_PY","eta_prime_PY",-RooNumber::infinity(),RooNumber::infinity());
    RooRealVar Rare2eta_prime_PZ("eta_prime_PZ","eta_prime_PZ",-RooNumber::infinity(),RooNumber::infinity());
    RooArgSet Rare2Args(LbMass,Rare2Lambda_b0_PE,Rare2Lambda_b0_PX,Rare2Lambda_b0_PY,Rare2Lambda_b0_PZ,Rare2Proton_PE,Rare2Proton_PX,Rare2Proton_PY,Rare2Proton_PZ);
    Rare2Args.add(Rare2Kaon_PE);
    Rare2Args.add(Rare2Kaon_PX);
    Rare2Args.add(Rare2Kaon_PY);
    Rare2Args.add(Rare2Kaon_PZ);
    Rare2Args.add(Rare2eta_prime_PE);
    Rare2Args.add(Rare2eta_prime_PX);
    Rare2Args.add(Rare2eta_prime_PY);
    Rare2Args.add(Rare2eta_prime_PZ);

    RooDataSet* Rare2Data=new RooDataSet("Rare2Data","Rare2Data",Rare2Args,Import(*Rare2InputTree));

    TFile* Rare2MCFitResultFile= new TFile("RareTwoFitResult.root");
    RooFitResult* Rare2MCFitResult=NULL;
    try {
        Rare2MCFitResult=SafeGetFitResult(Rare2MCFitResultFile,"RareTwoFitResult");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }

    //++++++++++++++++++++++++++++++Signal PDF++++++++++++++++++++++++++++++++
    RooRealVar* Rare2MCFitFraction=NULL;
    RooRealVar* Rare2MCLAlpha=NULL;
    RooRealVar* Rare2MCLN=NULL;
    RooRealVar* Rare2MCRN=NULL;
    RooRealVar* Rare2MCRAlpha=NULL;
    RooRealVar* Rare2MCSigma=NULL;

    try {
        Rare2MCFitFraction=SafeGetVar(Rare2MCFitResult,"Rare2FitFraction");
        Rare2MCLAlpha=SafeGetVar(Rare2MCFitResult,"Rare2LAlpha");
        Rare2MCLN=SafeGetVar(Rare2MCFitResult,"Rare2LN");
        Rare2MCRN=SafeGetVar(Rare2MCFitResult,"Rare2RN");
        Rare2MCRAlpha=SafeGetVar(Rare2MCFitResult,"Rare2RAlpha");
        Rare2MCSigma=SafeGetVar(Rare2MCFitResult,"Rare2Sigma");
    } catch(std::exception &e) {
        std::cout<<e.what()<<std::endl;
        return 1;
    }

    RooRealVar Rare2SigmaFix("Rare2SigmaFix","Rare2SigmaFix",Rare2MCSigma->getVal());
    RooFormulaVar Rare2Sigma("Rare2Sigma","Rare2Sigma","@0*@1",RooArgList(Rare2SigmaFix,DataMCRatio));

    RooRealVar Rare2LN("Rare2LN","Rare2LN",Rare2MCLN->getVal());
    RooRealVar Rare2RN("Rare2RN","Rare2RN",Rare2MCRN->getVal());
    RooRealVar Rare2RAlpha("Rare2RAlpha","Rare2RAlpha",Rare2MCRAlpha->getVal());
    RooRealVar Rare2LAlpha("Rare2LAlpha","Rare2LAlpha",Rare2MCLAlpha->getVal());
    RooRealVar Rare2FitFraction("Rare2FitFraction","Rare2FitFraction",Rare2MCFitFraction->getVal());

    RooCBShape Rare2CBLeft("Rare2CBLeft","Rare2CBLeft",LbMass,LambdabMean,Rare2Sigma,Rare2LAlpha,Rare2LN);

    RooCBShape Rare2CBRight("Rare2CBRight","Rare2CBRight",LbMass,LambdabMean,Rare2Sigma,Rare2RAlpha,Rare2RN);

    RooAddPdf Rare2DCB("Rare2DCB","Rare2DCB",RooArgList(Rare2CBLeft,Rare2CBRight),Rare2FitFraction);

    RooRealVar Rare2SignalYield("Rare2SignalYield","Rare2SignalYield",100.0,-100.0,1000.0);
    RooExtendPdf Rare2SignalPdf("Rare2SignalPdf","Rare2SignalPdf",Rare2DCB,Rare2SignalYield);

    //++++++++++++++++++++++++++++++Rare 2 Bkg pdf++++++++++++++++++++++++++++++
    RooRealVar Rare2K("K","K",-0.003,-0.1,0.0);
    RooExponential Rare2BkgExp("Rare2BkgExp","Rare2BkgExp",LbMass,Rare2K);
    RooRealVar Rare2BkgYield("Rare2BkgYield","Rare2BkgYield",2000.0,0.0,100000.0);
    RooExtendPdf Rare2BkgPdf("Rare2BkgPdf","Rare2BkgPdf",Rare2BkgExp,Rare2BkgYield);

    RooAddPdf Rare2Pdf("Rare2Pdf","Rare2Pdf",RooArgList(Rare2SignalPdf,Rare2BkgPdf));

    //___________________________________ SImultaneous Part ________________________________________________________

    RooCategory Channel("Channel","Channel");
    Channel.defineType("Rare");
    Channel.defineType("Rare2");
    Channel.defineType("Control");

    RooDataSet* AllData = new RooDataSet("AllData","AllData",RooArgSet(LbMass,CCBMass,CCEtaMass),Index(Channel),Import("Rare",*RareData),Import("Rare2",*Rare2Data),Import("Control",*CCData));

    RooSimultaneous SimPdf("SimPdf","SimPdf",Channel);
    SimPdf.addPdf(Rare2Pdf,"Rare2");
    SimPdf.addPdf(RarePdf,"Rare");
    SimPdf.addPdf(CCTotalPdf,"Control");

    RooDataSet* BlindedData=NULL;
    RooFitResult* SimResult=NULL;
    if(blind) {
        LbMass.setRange("RLSB",5200.0,RareLowerBlind);
        LbMass.setRange("RUSB",RareUpperBlind,6000.0);
        LbMass.setRange("R2LSB",5200.0,Rare2LowerBlind);
        LbMass.setRange("R2USB",Rare2UpperBlind,6000.0);
        LbMass.setRange("RDLSB",5200.0,5493.33333);
        LbMass.setRange("RDUSB",RareUpperBlind,6000.0);

        std::string CutString="Lambda_b0_DTF_MF<"+std::to_string(RareLowerBlind)+"||Lambda_b0_DTF_MF>"+std::to_string(Rare2UpperBlind);
        BlindedData=(RooDataSet*)AllData->reduce(CutString.data());
        RooMsgService::instance().setSilentMode(kTRUE);
        RooMsgService::instance().setGlobalKillBelow(RooFit::FATAL) ;
    }

    RooArgSet MinosPars(Rare2SignalYield,RareYield,CCSignalYield);
    SimResult = SimPdf.fitTo(*AllData,Save(kTRUE),Extended(kTRUE),Minos(MinosPars));
    SimPdf.Print("v");
    RooPlot* NominalLikelihoodRareYield=RareYield.frame(Title("Likelihood scan of RareYield"),Range(50,150));
    RooAbsReal* nll = SimPdf.createNLL(*AllData,NumCPU(2),Extended(kTRUE));
    TCanvas C;
    nll->plotOn(NominalLikelihoodRareYield,ShiftToZero());
    NominalLikelihoodRareYield->Draw();
    C.SaveAs("NominalLikelihood.pdf");
    //  HandyFunctions::SetlhcbStyle();
    //_______________________________ Plot B+ Canvas_____________________________________________________________
    RooPlot* CCBFrame= CCBMass.frame(Bins(50),Range(5000.0,5500.0),Title("Control Channel B+ Mass Projection"));
    AllData->plotOn(CCBFrame,Cut("Channel==Channel::Control"));
    SimPdf.plotOn(CCBFrame,Slice(Channel,"Control"),Components("ExtCCTrueEtaBkgPdf"),LineColor(kMagenta),LineStyle(kDashed),ProjWData(Channel,*AllData));
    SimPdf.plotOn(CCBFrame,Slice(Channel,"Control"),Components("ExtCCNoEtaBkgPdf"),LineColor(kGreen),LineStyle(kDashed),ProjWData(Channel,*AllData));
    SimPdf.plotOn(CCBFrame,Slice(Channel,"Control"),Components("CCExtendedSignalPdf"),LineColor(kRed),LineStyle(kDashed),ProjWData(Channel,*AllData));
    SimPdf.plotOn(CCBFrame,Slice(Channel,"Control"),ProjWData(Channel,*AllData));
    TCanvas* CCBCanvas=HandyFunctions::DecoratePlot(CCBFrame);
    /*(TCanvas* CCBCanvas= new TCanvas("CCBCanvas","CCBCanvas",1600,900);
    CCBFrame->Draw();
    CCBCanvas->SaveAs("CCBCanvas.eps");*/

    //________________________________Plot Eta Canvas_____________________________________________________________
    RooPlot* CCEtaFrame=CCEtaMass.frame(Bins(50),Range(880.0,1040.0),Title("Control Channel Eta' Projection"));
    AllData->plotOn(CCEtaFrame,Cut("Channel==Channel::Control"));
    SimPdf.plotOn(CCEtaFrame,Slice(Channel,"Control"),Components("ExtCCTrueEtaBkgPdf"),LineColor(kMagenta),LineStyle(kDashed),ProjWData(Channel,*AllData));
    SimPdf.plotOn(CCEtaFrame,Slice(Channel,"Control"),Components("ExtCCNoEtaBkgPdf"),LineColor(kGreen),LineStyle(kDashed),ProjWData(Channel,*AllData));
    SimPdf.plotOn(CCEtaFrame,Slice(Channel,"Control"),Components("CCExtendedSignalPdf"),LineColor(kRed),LineStyle(kDashed),ProjWData(Channel,*AllData));
    SimPdf.plotOn(CCEtaFrame,Slice(Channel,"Control"),ProjWData(Channel,*AllData));
    TCanvas* CCEtaCanvas=HandyFunctions::DecoratePlot(CCEtaFrame);
    /*TCanvas* CCEtaCanvas=new TCanvas("CCEtaCanvas","CCEtaCanvas",1600,900);
    CCEtaFrame->Draw();
    CCEtaCanvas->Print("CCEtaCanvas.eps");*/


    //________________________________Plot Rare Canvas_____________________________________________________________
    RooPlot* RareFrame=LbMass.frame(Bins(30),Range(5200.0,6000.0),Title("#Lambda_{b} -> p K (#eta' -> #pi #pi #gamma) ;M(#Lambda_{b})"));
    if(blind) {
        double sidebandsN = RareData ->sumEntries("1","RLSB,RUSB");
        double LowsidebandsN = RareData ->sumEntries("1","RLSB");
        RareData->plotOn(RareFrame,CutRange("RDLSB,RDUSB"),Name("RareDataPlotted"));
        RarePdf.plotOn(RareFrame,Range("RLSB,RUSB"),Components("RarePkPhiPdf"),Name("RarePkPhiBkg"),LineColor(kMagenta),LineStyle(kDashed),Normalization(sidebandsN,RooAbsReal::NumEvent));
        RarePdf.plotOn(RareFrame,Range("RLSB,RUSB"),Components("RareBkgPdf"),Name("RareCombBkg"),LineColor(kGreen),LineStyle(kDashed),Normalization(sidebandsN,RooAbsReal::NumEvent));
        RarePdf.plotOn(RareFrame,Range("RLSB,RUSB"),Normalization(sidebandsN,RooAbsReal::NumEvent));
    } else {
        AllData->plotOn(RareFrame,Cut("Channel==Channel::Rare"));
        SimPdf.plotOn(RareFrame,Slice(Channel,"Rare"),Components("RarePkPhiPdf"),LineColor(kMagenta),LineStyle(kDashed),ProjWData(Channel,*AllData));
        SimPdf.plotOn(RareFrame,Slice(Channel,"Rare"),Components("RareBkgPdf"),LineColor(kGreen),LineStyle(kDashed),ProjWData(Channel,*AllData));
        SimPdf.plotOn(RareFrame,Slice(Channel,"Rare"),Components("RareSignalPdf"),LineColor(kRed),LineStyle(kDashed),ProjWData(Channel,*AllData));
        SimPdf.plotOn(RareFrame,Slice(Channel,"Rare"),ProjWData(Channel,*AllData));
    }
    int i=RareFrame->numItems();
    std::cout<<"_________________________________________"<<std::endl;
    for(int j=0; j<i; j++) {
        std::cout<<RareFrame->nameOf(j)<<std::endl;
    }
    TLegend * RareLegend = new TLegend(0.66,0.7,0.9,0.9);
    RareLegend->AddEntry(RareFrame->findObject("RarePkPhiBkg"),"#Lambda_{b} -> p K #phi bkg","l");
    RareLegend->AddEntry(RareFrame->findObject("RareCombBkg"),"Combinatorial Background","l");
    std::cout<<"++++++++++++++++++++++++++++++++++++++++++++"<<std::endl;
    RooHist* Pulls=RareFrame->pullHist(0,"RarePdf_Norm[Lambda_b0_DTF_MF]");
    TCanvas* RareCanvas=HandyFunctions::DecoratePlot(RareFrame,"DecoratedRareCanvas");
    RareCanvas->Print("RareCanvas.pdf");
    TCanvas * PullCanvas=new TCanvas("RarePullCanvas","RarePullCanvas",1200,1000);
    Pulls->Draw("AP");
    PullCanvas->SaveAs("RarePulls.pdf");
    TCanvas *RareNoPullCanvas = new TCanvas("RareFitCanvas","RareFitCanvas",1600,900);
    RareFrame->Draw();
    RareLegend->Draw();
    RareNoPullCanvas->Print("RareNoPullCanvasPrinted.eps");


    //_______________________________Plot Rare2 Canvas_____________________________________________________________
    RooPlot* Rare2Frame=LbMass.frame(Bins(25),Range(5200.0,6000.),Title("#Lambda_{b} -> p K (#eta' -> #pi #pi #eta);M(#Lambda_{b})"));
    if(blind) {
        double Rare2sidebandsN= Rare2Data->sumEntries("1","R2LSB,R2USB");
        Rare2Data->plotOn(Rare2Frame,CutRange("R2LSB,R2USB"));
        Rare2Pdf.plotOn(Rare2Frame,Range("R2LSB,R2USB"),Normalization(Rare2sidebandsN,RooAbsReal::NumEvent));
    } else {
        AllData->plotOn(Rare2Frame,Cut("Channel==Channel::Rare2"));
        SimPdf.plotOn(Rare2Frame,Slice(Channel,"Rare2"),Components("Rare2BkgPdf"),LineColor(kGreen),LineStyle(kDashed),ProjWData(Channel,*AllData));
        SimPdf.plotOn(Rare2Frame,Slice(Channel,"Rare2"),Components("Rare2SignalPdf"),LineColor(kRed),LineStyle(kDashed),ProjWData(Channel,*AllData));
        SimPdf.plotOn(Rare2Frame,Slice(Channel,"Rare2"),ProjWData(Channel,*AllData));
    }
    TCanvas* NoPullRare2= new TCanvas("NoPullRare2","NoPullRare2",1800,1000);
    Rare2Frame->Draw();
    NoPullRare2->SaveAs("PiPiEtaFit.eps");
    TCanvas* Rare2Canvas=HandyFunctions::DecoratePlot(Rare2Frame,"DecoratedRare2Canvas");
    Rare2Canvas->SaveAs("Rare2Canvas.pdf");

    if(blind) {
        RooArgSet NotBlind(CCEtamean,CCSignalYield,DataMCRatio,CCNoEtaBkgYield,CCTrueEtaBkgYield,CCMean,RareBkgYield,Rare2BkgYield,RarePkPhiYield);
        cout << "Fit complete" << endl;
        cout << "covQual:" << SimResult->covQual() << endl;
        cout << "EDM:" << SimResult->edm() << endl;
        cout << "FCN at min:" << SimResult->minNll() << endl;
        NotBlind.Print("s");
    }


    TFile* DataFitResults= new TFile("DataFitResults.root","RECREATE");
    RareNoPullCanvas->Write();
    CCBCanvas->Write();
    CCEtaCanvas->Write();
    RareCanvas->Write();
    Rare2Canvas->Write();
    SimResult->Write("DataFitResult");
    DataFitResults->Close();

    RooWorkspace* Wkspc= new RooWorkspace("w","workspace");
    Wkspc->import(SimPdf);
    //  Wkspc->writeToFile("BigFitWorkspace.root");
    Wkspc->writeToFile("TestBigFitWorkspace.root");

    for(auto Var : FreeParameters) {
        Var->setConstant();
    }

    RooStats::SPlot* sDataMass;
    if(sweight) {
        sDataMass = new RooStats::SPlot("sData","An SPlot",*RareData,&RarePdf,RooArgList(RarePkPhiYield,RareYield,RareBkgYield));
        std::cout<<" Check SWeights: "<<std::endl;
        std::cout<<" BkgYield= "<<RareBkgYield.getVal()<<std::endl;
        std::cout<<" Bkg yield from sweights = "<<sDataMass->GetYieldFromSWeight("RareBkgYield")<<std::endl;
    }




}