///////////////////////////////////////////// // 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); } }
/********************************************** 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()); }
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; } }