void fitWm(const TString outputDir, // output directory const Double_t lumi, // integrated luminosity (/fb) const Double_t nsigma=0 // vary MET corrections by n-sigmas (nsigma=0 means nominal correction) ) { gBenchmark->Start("fitWm"); //-------------------------------------------------------------------------------------------------------------- // Settings //============================================================================================================== // MET histogram binning and range const Int_t NBINS = 50; const Double_t METMAX = 100; const Double_t PT_CUT = 25; const Double_t ETA_CUT = 2.1; // file format for output plots const TString format("png"); // recoil correction RecoilCorrector recoilCorr("../Recoil/ZmmData/fits.root");//, (!) uncomment to perform corrections to recoil from W-MC/Z-MC //"../Recoil/WmpMC/fits.root", //"../Recoil/WmmMC/fits.root", //"../Recoil/ZmmMC/fits.root"); // NNLO boson pT k-factors TFile nnloCorrFile("/data/blue/ksung/EWKAna/8TeV/Utils/Ratio.root"); TH1D *hNNLOCorr = (TH1D*)nnloCorrFile.Get("RpT_B"); // // input ntuple file names // enum { eData, eWmunu, eEWK, eAntiData, eAntiWmunu, eAntiEWK }; // data type enum vector<TString> fnamev; vector<Int_t> typev; fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/data_select.root"); typev.push_back(eData); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/wm_select.root"); typev.push_back(eWmunu); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/ewk_select.root"); typev.push_back(eEWK); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/top_select.root"); typev.push_back(eEWK); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/data_select.root"); typev.push_back(eAntiData); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/wm_select.root"); typev.push_back(eAntiWmunu); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/ewk_select.root"); typev.push_back(eAntiEWK); fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/top_select.root"); typev.push_back(eAntiEWK); //-------------------------------------------------------------------------------------------------------------- // Main analysis code //============================================================================================================== // Create output directory gSystem->mkdir(outputDir,kTRUE); CPlot::sOutDir = outputDir; // // Declare MET histograms // TH1D *hDataMet = new TH1D("hDataMet","", NBINS,0,METMAX); hDataMet->Sumw2(); TH1D *hDataMetm = new TH1D("hDataMetm","", NBINS,0,METMAX); hDataMetm->Sumw2(); TH1D *hDataMetp = new TH1D("hDataMetp","", NBINS,0,METMAX); hDataMetp->Sumw2(); TH1D *hWmunuMet = new TH1D("hWmunuMet","", NBINS,0,METMAX); hWmunuMet->Sumw2(); TH1D *hWmunuMetp = new TH1D("hWmunuMetp","",NBINS,0,METMAX); hWmunuMetp->Sumw2(); TH1D *hWmunuMetm = new TH1D("hWmunuMetm","",NBINS,0,METMAX); hWmunuMetm->Sumw2(); TH1D *hEWKMet = new TH1D("hEWKMet", "", NBINS,0,METMAX); hEWKMet->Sumw2(); TH1D *hEWKMetp = new TH1D("hEWKMetp", "", NBINS,0,METMAX); hEWKMetp->Sumw2(); TH1D *hEWKMetm = new TH1D("hEWKMetm", "", NBINS,0,METMAX); hEWKMetm->Sumw2(); TH1D *hAntiDataMet = new TH1D("hAntiDataMet","", NBINS,0,METMAX); hAntiDataMet->Sumw2(); TH1D *hAntiDataMetm = new TH1D("hAntiDataMetm","", NBINS,0,METMAX); hAntiDataMetm->Sumw2(); TH1D *hAntiDataMetp = new TH1D("hAntiDataMetp","", NBINS,0,METMAX); hAntiDataMetp->Sumw2(); TH1D *hAntiWmunuMet = new TH1D("hAntiWmunuMet","", NBINS,0,METMAX); hAntiWmunuMet->Sumw2(); TH1D *hAntiWmunuMetp = new TH1D("hAntiWmunuMetp","",NBINS,0,METMAX); hAntiWmunuMetp->Sumw2(); TH1D *hAntiWmunuMetm = new TH1D("hAntiWmunuMetm","",NBINS,0,METMAX); hAntiWmunuMetm->Sumw2(); TH1D *hAntiEWKMet = new TH1D("hAntiEWKMet", "", NBINS,0,METMAX); hAntiEWKMet->Sumw2(); TH1D *hAntiEWKMetp = new TH1D("hAntiEWKMetp", "", NBINS,0,METMAX); hAntiEWKMetp->Sumw2(); TH1D *hAntiEWKMetm = new TH1D("hAntiEWKMetm", "", NBINS,0,METMAX); hAntiEWKMetm->Sumw2(); // // Declare variables to read in ntuple // UInt_t runNum, lumiSec, evtNum; UInt_t npv, npu; Float_t genVPt, genVPhi; Float_t scale1fb; Float_t met, metPhi, sumEt, mt, u1, u2; Int_t q; LorentzVector *lep=0; Float_t pfChIso, pfGamIso, pfNeuIso; TFile *infile=0; TTree *intree=0; // // Loop over files // for(UInt_t ifile=0; ifile<fnamev.size(); ifile++) { // Read input file and get the TTrees cout << "Processing " << fnamev[ifile] << "..." << endl; infile = new TFile(fnamev[ifile]); assert(infile); intree = (TTree*)infile->Get("Events"); assert(intree); intree->SetBranchAddress("runNum", &runNum); // event run number intree->SetBranchAddress("lumiSec", &lumiSec); // event lumi section intree->SetBranchAddress("evtNum", &evtNum); // event number intree->SetBranchAddress("npv", &npv); // number of primary vertices intree->SetBranchAddress("npu", &npu); // number of in-time PU events (MC) intree->SetBranchAddress("genVPt", &genVPt); // GEN W boson pT (signal MC) intree->SetBranchAddress("genVPhi", &genVPhi); // GEN W boson phi (signal MC) intree->SetBranchAddress("scale1fb", &scale1fb); // event weight per 1/fb (MC) intree->SetBranchAddress("met", &met); // MET intree->SetBranchAddress("metPhi", &metPhi); // phi(MET) intree->SetBranchAddress("sumEt", &sumEt); // Sum ET intree->SetBranchAddress("mt", &mt); // transverse mass intree->SetBranchAddress("u1", &u1); // parallel component of recoil intree->SetBranchAddress("u2", &u2); // perpendicular component of recoil intree->SetBranchAddress("q", &q); // lepton charge intree->SetBranchAddress("lep", &lep); // lepton 4-vector intree->SetBranchAddress("pfChIso", &pfChIso); intree->SetBranchAddress("pfGamIso", &pfGamIso); intree->SetBranchAddress("pfNeuIso", &pfNeuIso); // // loop over events // for(UInt_t ientry=0; ientry<intree->GetEntries(); ientry++) { intree->GetEntry(ientry); if(lep->Pt() < PT_CUT) continue; if(fabs(lep->Eta()) > ETA_CUT) continue; if( (typev[ifile]==eAntiData || typev[ifile]==eAntiWmunu || typev[ifile]==eAntiEWK) && (pfChIso+pfGamIso+pfNeuIso)>0.5*(lep->Pt()) ) continue; if(typev[ifile]==eData) { hDataMet->Fill(met); if(q>0) { hDataMetp->Fill(met); } else { hDataMetm->Fill(met); } } else if(typev[ifile]==eAntiData) { hAntiDataMet->Fill(met); if(q>0) { hAntiDataMetp->Fill(met); } else { hAntiDataMetm->Fill(met); } } else { Double_t weight = 1; weight *= scale1fb*lumi; if(typev[ifile]==eWmunu) { Double_t corrMet=met, corrMetPhi=metPhi; // apply recoil corrections to W MC Double_t lepPt = lep->Pt(); //Double_t lepPt = gRandom->Gaus(lep->Pt(),0.5); // (!) uncomment to apply scale/res corrections to MC recoilCorr.Correct(corrMet,corrMetPhi,genVPt,genVPhi,lepPt,lep->Phi(),nsigma,q); Double_t nnlocorr=1; for(Int_t ibin=1; ibin<=hNNLOCorr->GetNbinsX(); ibin++) { if(genVPt >= hNNLOCorr->GetBinLowEdge(ibin) && genVPt < (hNNLOCorr->GetBinLowEdge(ibin)+hNNLOCorr->GetBinWidth(ibin))) nnlocorr = hNNLOCorr->GetBinContent(ibin); } //weight *= nnlocorr; // (!) uncomment to apply NNLO corrections hWmunuMet->Fill(corrMet,weight); if(q>0) { hWmunuMetp->Fill(corrMet,weight); } else { hWmunuMetm->Fill(corrMet,weight); } } if(typev[ifile]==eAntiWmunu) { Double_t corrMet=met, corrMetPhi=metPhi; // apply recoil corrections to W MC Double_t lepPt = lep->Pt();//gRandom->Gaus(lep->Pt(),0.5); //Double_t lepPt = gRandom->Gaus(lep->Pt(),0.5); // (!) uncomment to apply scale/res corrections to MC recoilCorr.Correct(corrMet,corrMetPhi,genVPt,genVPhi,lepPt,lep->Phi(),nsigma,q); Double_t nnlocorr=1; for(Int_t ibin=1; ibin<=hNNLOCorr->GetNbinsX(); ibin++) { if(genVPt >= hNNLOCorr->GetBinLowEdge(ibin) && genVPt < (hNNLOCorr->GetBinLowEdge(ibin)+hNNLOCorr->GetBinWidth(ibin))) nnlocorr = hNNLOCorr->GetBinContent(ibin); } //weight *= nnlocorr; // (!) uncomment to apply NNLO corrections hAntiWmunuMet->Fill(corrMet,weight); if(q>0) { hAntiWmunuMetp->Fill(corrMet,weight); } else { hAntiWmunuMetm->Fill(corrMet,weight); } } if(typev[ifile]==eEWK) { hEWKMet->Fill(met,weight); if(q>0) { hEWKMetp->Fill(met,weight); } else { hEWKMetm->Fill(met,weight); } } if(typev[ifile]==eAntiEWK) { hAntiEWKMet->Fill(met,weight); if(q>0) { hAntiEWKMetp->Fill(met,weight); } else { hAntiEWKMetm->Fill(met,weight); } } } } } delete infile; infile=0, intree=0; // // Declare fit parameters for signal and background yields // Note: W signal and EWK+top PDFs are constrained to the ratio described in MC // RooRealVar nSig("nSig","nSig",0.7*(hDataMet->Integral()),0,hDataMet->Integral()); RooRealVar nQCD("nQCD","nQCD",0.3*(hDataMet->Integral()),0,hDataMet->Integral()); RooRealVar cewk("cewk","cewk",0.1,0,5) ; cewk.setVal(hEWKMet->Integral()/hWmunuMet->Integral()); cewk.setConstant(kTRUE); RooFormulaVar nEWK("nEWK","nEWK","cewk*nSig",RooArgList(nSig,cewk)); RooRealVar nAntiSig("nAntiSig","nAntiSig",0.05*(hAntiDataMet->Integral()),0,hAntiDataMet->Integral()); RooRealVar nAntiQCD("nAntiQCD","nAntiQCD",0.9*(hDataMet->Integral()),0,hDataMet->Integral()); RooRealVar dewk("dewk","dewk",0.1,0,5) ; dewk.setVal(hAntiEWKMet->Integral()/hAntiWmunuMet->Integral()); dewk.setConstant(kTRUE); RooFormulaVar nAntiEWK("nAntiEWK","nAntiEWK","dewk*nAntiSig",RooArgList(nAntiSig,dewk)); RooRealVar nSigp("nSigp","nSigp",0.7*(hDataMetp->Integral()),0,hDataMetp->Integral()); RooRealVar nQCDp("nQCDp","nQCDp",0.3*(hDataMetp->Integral()),0,hDataMetp->Integral()); RooRealVar cewkp("cewkp","cewkp",0.1,0,5) ; cewkp.setVal(hEWKMetp->Integral()/hWmunuMetp->Integral()); cewkp.setConstant(kTRUE); RooFormulaVar nEWKp("nEWKp","nEWKp","cewkp*nSigp",RooArgList(nSigp,cewkp)); RooRealVar nAntiSigp("nAntiSigp","nAntiSigp",0.05*(hAntiDataMetp->Integral()),0,hAntiDataMetp->Integral()); RooRealVar nAntiQCDp("nAntiQCDp","nAntiQCDp",0.9*(hAntiDataMetp->Integral()),0,hAntiDataMetp->Integral()); RooRealVar dewkp("dewkp","dewkp",0.1,0,5) ; dewkp.setVal(hAntiEWKMetp->Integral()/hAntiWmunuMetp->Integral()); dewkp.setConstant(kTRUE); RooFormulaVar nAntiEWKp("nAntiEWKp","nAntiEWKp","dewkp*nAntiSigp",RooArgList(nAntiSigp,dewkp)); RooRealVar nSigm("nSigm","nSigm",0.7*(hDataMetm->Integral()),0,hDataMetm->Integral()); RooRealVar nQCDm("nQCDm","nQCDm",0.3*(hDataMetm->Integral()),0,hDataMetm->Integral()); RooRealVar cewkm("cewkm","cewkm",0.1,0,5) ; cewkm.setVal(hEWKMetm->Integral()/hWmunuMetm->Integral()); cewkm.setConstant(kTRUE); RooFormulaVar nEWKm("nEWKm","nEWKm","cewkm*nSigm",RooArgList(nSigm,cewkm)); RooRealVar nAntiSigm("nAntiSigm","nAntiSigm",0.05*(hAntiDataMetm->Integral()),0,hAntiDataMetm->Integral()); RooRealVar nAntiQCDm("nAntiQCDm","nAntiQCDm",0.9*(hAntiDataMetm->Integral()),0,hAntiDataMetm->Integral()); RooRealVar dewkm("dewkm","dewkm",0.1,0,5) ; dewkm.setVal(hAntiEWKMetm->Integral()/hAntiWmunuMetm->Integral()); dewkm.setConstant(kTRUE); RooFormulaVar nAntiEWKm("nAntiEWKm","nAntiEWKm","dewkm*nAntiSigm",RooArgList(nAntiSigm,dewkm)); // // Construct PDFs for fitting // RooRealVar pfmet("pfmet","pfmet",0,METMAX); pfmet.setBins(NBINS); // Signal PDFs RooDataHist wmunuMet ("wmunuMET", "wmunuMET", RooArgSet(pfmet),hWmunuMet); RooHistPdf pdfWm ("wm", "wm", pfmet,wmunuMet, 1); RooDataHist wmunuMetp("wmunuMETp","wmunuMETp",RooArgSet(pfmet),hWmunuMetp); RooHistPdf pdfWmp("wmp","wmp",pfmet,wmunuMetp,1); RooDataHist wmunuMetm("wmunuMETm","wmunuMETm",RooArgSet(pfmet),hWmunuMetm); RooHistPdf pdfWmm("wmm","wmm",pfmet,wmunuMetm,1); // EWK+top PDFs RooDataHist ewkMet ("ewkMET", "ewkMET", RooArgSet(pfmet),hEWKMet); RooHistPdf pdfEWK ("ewk", "ewk", pfmet,ewkMet, 1); RooDataHist ewkMetp("ewkMETp","ewkMETp",RooArgSet(pfmet),hEWKMetp); RooHistPdf pdfEWKp("ewkp","ewkp",pfmet,ewkMetp,1); RooDataHist ewkMetm("ewkMETm","ewkMETm",RooArgSet(pfmet),hEWKMetm); RooHistPdf pdfEWKm("ewkm","ewkm",pfmet,ewkMetm,1); // QCD Pdfs CPepeModel1 qcd("qcd",pfmet); CPepeModel1 qcdp("qcdp",pfmet); CPepeModel1 qcdm("qcdm",pfmet); // Signal + Background PDFs RooAddPdf pdfMet ("pdfMet", "pdfMet", RooArgList(pdfWm,pdfEWK,*(qcd.model)), RooArgList(nSig,nEWK,nQCD)); RooAddPdf pdfMetp("pdfMetp","pdfMetp",RooArgList(pdfWmp,pdfEWKp,*(qcdp.model)),RooArgList(nSigp,nEWKp,nQCDp)); RooAddPdf pdfMetm("pdfMetm","pdfMetm",RooArgList(pdfWmm,pdfEWKm,*(qcdm.model)),RooArgList(nSigm,nEWKm,nQCDm)); // Anti-Signal PDFs RooDataHist awmunuMet ("awmunuMET", "awmunuMET", RooArgSet(pfmet),hAntiWmunuMet); RooHistPdf apdfWm ("awm", "awm", pfmet,awmunuMet, 1); RooDataHist awmunuMetp("awmunuMETp","awmunuMETp",RooArgSet(pfmet),hAntiWmunuMetp); RooHistPdf apdfWmp("awmp","awmp",pfmet,awmunuMetp,1); RooDataHist awmunuMetm("awmunuMETm","awmunuMETm",RooArgSet(pfmet),hAntiWmunuMetm); RooHistPdf apdfWmm("awmm","awmm",pfmet,awmunuMetm,1); // Anti-EWK+top PDFs RooDataHist aewkMet ("aewkMET", "aewkMET", RooArgSet(pfmet),hAntiEWKMet); RooHistPdf apdfEWK ("aewk", "aewk", pfmet,aewkMet, 1); RooDataHist aewkMetp("aewkMETp","aewkMETp",RooArgSet(pfmet),hAntiEWKMetp); RooHistPdf apdfEWKp("aewkp","aewkp",pfmet,aewkMetp,1); RooDataHist aewkMetm("aewkMETm","aewkMETm",RooArgSet(pfmet),hAntiEWKMetm); RooHistPdf apdfEWKm("aewkm","aewkm",pfmet,aewkMetm,1); // Anti-QCD Pdfs CPepeModel1 aqcd("aqcd",pfmet,qcd.a1); CPepeModel1 aqcdp("aqcdp",pfmet,qcdp.a1); CPepeModel1 aqcdm("aqcdm",pfmet,qcdm.a1); // Anti-selection PDFs RooAddPdf apdfMet ("apdfMet", "apdfMet", RooArgList(apdfWm,apdfEWK,*(aqcd.model)), RooArgList(nAntiSig,nAntiEWK,nAntiQCD)); RooAddPdf apdfMetp("apdfMetp","apdfMetp",RooArgList(apdfWmp,apdfEWKp,*(aqcdp.model)),RooArgList(nAntiSigp,nAntiEWKp,nAntiQCDp)); RooAddPdf apdfMetm("apdfMetm","apdfMetm",RooArgList(apdfWmm,apdfEWKm,*(aqcdm.model)),RooArgList(nAntiSigm,nAntiEWKm,nAntiQCDm)); // PDF for simultaneous fit RooCategory rooCat("rooCat","rooCat"); rooCat.defineType("Select"); rooCat.defineType("Anti"); RooSimultaneous pdfTotal("pdfTotal","pdfTotal",rooCat); pdfTotal.addPdf(pdfMet, "Select"); pdfTotal.addPdf(apdfMet,"Anti"); RooSimultaneous pdfTotalp("pdfTotalp","pdfTotalp",rooCat); pdfTotalp.addPdf(pdfMetp, "Select"); pdfTotalp.addPdf(apdfMetp,"Anti"); RooSimultaneous pdfTotalm("pdfTotalm","pdfTotalm",rooCat); pdfTotalm.addPdf(pdfMetm, "Select"); pdfTotalm.addPdf(apdfMetm,"Anti"); // // Perform fits // RooDataHist dataMet("dataMet", "dataMet", RooArgSet(pfmet), hDataMet); RooDataHist antiMet("antiMet", "antiMet", RooArgSet(pfmet), hAntiDataMet); RooDataHist dataTotal("dataTotal","dataTotal", RooArgList(pfmet), Index(rooCat), Import("Select", dataMet), Import("Anti", antiMet)); RooFitResult *fitRes = pdfTotal.fitTo(dataTotal,Extended(),Minos(kTRUE),Save(kTRUE)); RooDataHist dataMetp("dataMetp", "dataMetp", RooArgSet(pfmet), hDataMetp); RooDataHist antiMetp("antiMetp", "antiMetp", RooArgSet(pfmet), hAntiDataMetp); RooDataHist dataTotalp("dataTotalp","dataTotalp", RooArgList(pfmet), Index(rooCat), Import("Select", dataMetp), Import("Anti", antiMetp)); RooFitResult *fitResp = pdfTotalp.fitTo(dataTotalp,Extended(),Minos(kTRUE),Save(kTRUE)); RooDataHist dataMetm("dataMetm", "dataMetm", RooArgSet(pfmet), hDataMetm); RooDataHist antiMetm("antiMetm", "antiMetm", RooArgSet(pfmet), hAntiDataMetm); RooDataHist dataTotalm("dataTotalm","dataTotalm", RooArgList(pfmet), Index(rooCat), Import("Select", dataMetm), Import("Anti", antiMetm)); RooFitResult *fitResm = pdfTotalm.fitTo(dataTotalm,Extended(),Minos(kTRUE),Save(kTRUE)); // // Use histogram version of fitted PDFs to make ratio plots // (Will also use PDF histograms later for Chi^2 and KS tests) // TH1D *hPdfMet = (TH1D*)(pdfMet.createHistogram("hPdfMet", pfmet)); hPdfMet->Scale((nSig.getVal()+nEWK.getVal()+nQCD.getVal())/hPdfMet->Integral()); TH1D *hMetDiff = makeDiffHist(hDataMet,hPdfMet,"hMetDiff"); hMetDiff->SetMarkerStyle(kFullCircle); hMetDiff->SetMarkerSize(0.9); TH1D *hPdfMetp = (TH1D*)(pdfMetp.createHistogram("hPdfMetp", pfmet)); hPdfMetp->Scale((nSigp.getVal()+nEWKp.getVal()+nQCDp.getVal())/hPdfMetp->Integral()); TH1D *hMetpDiff = makeDiffHist(hDataMetp,hPdfMetp,"hMetpDiff"); hMetpDiff->SetMarkerStyle(kFullCircle); hMetpDiff->SetMarkerSize(0.9); TH1D *hPdfMetm = (TH1D*)(pdfMetm.createHistogram("hPdfMetm", pfmet)); hPdfMetm->Scale((nSigm.getVal()+nEWKm.getVal()+nQCDm.getVal())/hPdfMetm->Integral()); TH1D *hMetmDiff = makeDiffHist(hDataMetm,hPdfMetm,"hMetmDiff"); hMetmDiff->SetMarkerStyle(kFullCircle); hMetmDiff->SetMarkerSize(0.9); TH1D *hPdfAntiMet = (TH1D*)(apdfMet.createHistogram("hPdfAntiMet", pfmet)); hPdfAntiMet->Scale((nAntiSig.getVal()+nAntiEWK.getVal()+nAntiQCD.getVal())/hPdfAntiMet->Integral()); TH1D *hAntiMetDiff = makeDiffHist(hAntiDataMet,hPdfAntiMet,"hAntiMetDiff"); hAntiMetDiff->SetMarkerStyle(kFullCircle); hAntiMetDiff->SetMarkerSize(0.9); TH1D *hPdfAntiMetp = (TH1D*)(apdfMetp.createHistogram("hPdfAntiMetp", pfmet)); hPdfAntiMetp->Scale((nAntiSigp.getVal()+nAntiEWKp.getVal()+nAntiQCDp.getVal())/hPdfAntiMetp->Integral()); TH1D *hAntiMetpDiff = makeDiffHist(hAntiDataMetp,hPdfAntiMetp,"hAntiMetpDiff"); hAntiMetpDiff->SetMarkerStyle(kFullCircle); hAntiMetpDiff->SetMarkerSize(0.9); TH1D *hPdfAntiMetm = (TH1D*)(apdfMetm.createHistogram("hPdfAntiMetm", pfmet)); hPdfAntiMetm->Scale((nAntiSigm.getVal()+nAntiEWKm.getVal()+nAntiQCDm.getVal())/hPdfAntiMetm->Integral()); TH1D *hAntiMetmDiff = makeDiffHist(hAntiDataMetm,hPdfAntiMetm,"hAntiMetmDiff"); hAntiMetmDiff->SetMarkerStyle(kFullCircle); hAntiMetmDiff->SetMarkerSize(0.9); //-------------------------------------------------------------------------------------------------------------- // Make plots //============================================================================================================== TCanvas *c = MakeCanvas("c","c",800,800); c->Divide(1,2,0,0); c->cd(1)->SetPad(0,0.3,1.0,1.0); c->cd(1)->SetTopMargin(0.1); c->cd(1)->SetBottomMargin(0.01); c->cd(1)->SetLeftMargin(0.15); c->cd(1)->SetRightMargin(0.07); c->cd(1)->SetTickx(1); c->cd(1)->SetTicky(1); c->cd(2)->SetPad(0,0,1.0,0.3); c->cd(2)->SetTopMargin(0.05); c->cd(2)->SetBottomMargin(0.45); c->cd(2)->SetLeftMargin(0.15); c->cd(2)->SetRightMargin(0.07); c->cd(2)->SetTickx(1); c->cd(2)->SetTicky(1); gStyle->SetTitleOffset(1.100,"Y"); TGaxis::SetMaxDigits(3); char ylabel[100]; // string buffer for y-axis label // label for lumi char lumitext[100]; if(lumi<0.1) sprintf(lumitext,"%.1f pb^{-1} at #sqrt{s} = 8 TeV",lumi*1000.); else sprintf(lumitext,"%.2f fb^{-1} at #sqrt{s} = 8 TeV",lumi); // plot colors Int_t linecolorW = kOrange-3; Int_t fillcolorW = kOrange-2; Int_t linecolorEWK = kOrange+10; Int_t fillcolorEWK = kOrange+7; Int_t linecolorQCD = kViolet+2; Int_t fillcolorQCD = kViolet-5; Int_t ratioColor = kGray+2; // // Dummy histograms for TLegend // (I can't figure out how to properly pass RooFit objects...) // TH1D *hDummyData = new TH1D("hDummyData","",0,0,10); hDummyData->SetMarkerStyle(kFullCircle); hDummyData->SetMarkerSize(0.9); TH1D *hDummyW = new TH1D("hDummyW","",0,0,10); hDummyW->SetLineColor(linecolorW); hDummyW->SetFillColor(fillcolorW); hDummyW->SetFillStyle(1001); TH1D *hDummyEWK = new TH1D("hDummyEWK","",0,0,10); hDummyEWK->SetLineColor(linecolorEWK); hDummyEWK->SetFillColor(fillcolorEWK); hDummyEWK->SetFillStyle(1001); TH1D *hDummyQCD = new TH1D("hDummyQCD","",0,0,10); hDummyQCD->SetLineColor(linecolorQCD); hDummyQCD->SetFillColor(fillcolorQCD); hDummyQCD->SetFillStyle(1001); // // W MET plot // RooPlot *wmframe = pfmet.frame(Bins(NBINS)); wmframe->GetYaxis()->SetNdivisions(505); dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); pdfMet.plotOn(wmframe,FillColor(fillcolorW),DrawOption("F")); pdfMet.plotOn(wmframe,LineColor(linecolorW)); pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*(qcd.model))),FillColor(fillcolorEWK),DrawOption("F")); pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*(qcd.model))),LineColor(linecolorEWK)); pdfMet.plotOn(wmframe,Components(RooArgSet(*(qcd.model))),FillColor(fillcolorQCD),DrawOption("F")); pdfMet.plotOn(wmframe,Components(RooArgSet(*(qcd.model))),LineColor(linecolorQCD)); pdfMet.plotOn(wmframe,Components(RooArgSet(pdfWm)),LineColor(linecolorW),LineStyle(2)); dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); sprintf(ylabel,"Events / %.1f GeV",hDataMet->GetBinWidth(1)); CPlot plotMet("fitmet",wmframe,"","",ylabel); plotMet.SetLegend(0.68,0.57,0.93,0.77); plotMet.GetLegend()->AddEntry(hDummyData,"data","PL"); plotMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F"); plotMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F"); plotMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F"); plotMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0); plotMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0); plotMet.SetYRange(0.1,1.1*(hDataMet->GetMaximum())); plotMet.Draw(c,kFALSE,format,1); CPlot plotMetDiff("fitmet","","#slash{E}_{T} [GeV]","#chi"); plotMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor); plotMetDiff.SetYRange(-8,8); plotMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1); plotMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3); plotMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3); plotMetDiff.Draw(c,kTRUE,format,2); plotMet.SetName("fitmetlog"); plotMet.SetLogy(); plotMet.SetYRange(1e-3*(hDataMet->GetMaximum()),10*(hDataMet->GetMaximum())); plotMet.Draw(c,kTRUE,format,1); RooPlot *awmframe = pfmet.frame(Bins(NBINS)); antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); apdfMet.plotOn(awmframe,FillColor(fillcolorW),DrawOption("F")); apdfMet.plotOn(awmframe,LineColor(linecolorW)); apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*(aqcd.model))),FillColor(fillcolorEWK),DrawOption("F")); apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*(aqcd.model))),LineColor(linecolorEWK)); apdfMet.plotOn(awmframe,Components(RooArgSet(*(aqcd.model))),FillColor(fillcolorQCD),DrawOption("F")); apdfMet.plotOn(awmframe,Components(RooArgSet(*(aqcd.model))),LineColor(linecolorQCD)); apdfMet.plotOn(awmframe,Components(RooArgSet(apdfWm)),LineColor(linecolorW),LineStyle(2)); antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); sprintf(ylabel,"Events / %.1f GeV",hAntiDataMet->GetBinWidth(1)); CPlot plotAntiMet("fitantimet",awmframe,"","",ylabel); plotAntiMet.SetLegend(0.68,0.57,0.93,0.77); plotAntiMet.GetLegend()->AddEntry(hDummyData,"data","PL"); plotAntiMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F"); plotAntiMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F"); plotAntiMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F"); plotAntiMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0); plotAntiMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0); plotAntiMet.SetYRange(0.1,1.1*(hAntiDataMet->GetMaximum())); plotAntiMet.Draw(c,kFALSE,format,1); CPlot plotAntiMetDiff("fitantimet","","#slash{E}_{T} [GeV]","#chi"); plotAntiMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor); plotAntiMetDiff.SetYRange(-8,8); plotAntiMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1); plotAntiMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3); plotAntiMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3); plotAntiMetDiff.Draw(c,kTRUE,format,2); plotAntiMet.SetName("fitantimetlog"); plotAntiMet.SetLogy(); plotAntiMet.SetYRange(1e-3*(hAntiDataMet->GetMaximum()),10*(hAntiDataMet->GetMaximum())); plotAntiMet.Draw(c,kTRUE,format,1); // // W+ MET plot // RooPlot *wmpframe = pfmet.frame(Bins(NBINS)); wmpframe->GetYaxis()->SetNdivisions(505); dataMetp.plotOn(wmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); pdfMetp.plotOn(wmpframe,FillColor(fillcolorW),DrawOption("F")); pdfMetp.plotOn(wmpframe,LineColor(linecolorW)); pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfEWKp,*(qcdp.model))),FillColor(fillcolorEWK),DrawOption("F")); pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfEWKp,*(qcdp.model))),LineColor(linecolorEWK)); pdfMetp.plotOn(wmpframe,Components(RooArgSet(*(qcdp.model))),FillColor(fillcolorQCD),DrawOption("F")); pdfMetp.plotOn(wmpframe,Components(RooArgSet(*(qcdp.model))),LineColor(linecolorQCD)); pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfWmp)),LineColor(linecolorW),LineStyle(2)); dataMetp.plotOn(wmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); sprintf(ylabel,"Events / %.1f GeV",hDataMetp->GetBinWidth(1)); CPlot plotMetp("fitmetp",wmpframe,"","",ylabel); plotMetp.SetLegend(0.68,0.57,0.93,0.77); plotMetp.GetLegend()->AddEntry(hDummyData,"data","PL"); plotMetp.GetLegend()->AddEntry(hDummyW,"W^{+}#rightarrow#mu^{+}#nu","F"); plotMetp.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F"); plotMetp.GetLegend()->AddEntry(hDummyQCD,"QCD","F"); plotMetp.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0); plotMetp.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0); // plotMetp.SetYRange(0.1,1.1*(hDataMetp->GetMaximum())); plotMetp.SetYRange(0.1,4100); plotMetp.Draw(c,kFALSE,format,1); CPlot plotMetpDiff("fitmetp","","#slash{E}_{T} [GeV]","#chi"); plotMetpDiff.AddHist1D(hMetpDiff,"EX0",ratioColor); plotMetpDiff.SetYRange(-8,8); plotMetpDiff.AddLine(0, 0,METMAX, 0,kBlack,1); plotMetpDiff.AddLine(0, 5,METMAX, 5,kBlack,3); plotMetpDiff.AddLine(0,-5,METMAX,-5,kBlack,3); plotMetpDiff.Draw(c,kTRUE,format,2); plotMetp.SetName("fitmetplog"); plotMetp.SetLogy(); plotMetp.SetYRange(1e-3*(hDataMetp->GetMaximum()),10*(hDataMetp->GetMaximum())); plotMetp.Draw(c,kTRUE,format,1); RooPlot *awmpframe = pfmet.frame(Bins(NBINS)); antiMetp.plotOn(awmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); apdfMetp.plotOn(awmpframe,FillColor(fillcolorW),DrawOption("F")); apdfMetp.plotOn(awmpframe,LineColor(linecolorW)); apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfEWKp,*(aqcdp.model))),FillColor(fillcolorEWK),DrawOption("F")); apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfEWKp,*(aqcdp.model))),LineColor(linecolorEWK)); apdfMetp.plotOn(awmpframe,Components(RooArgSet(*(aqcdp.model))),FillColor(fillcolorQCD),DrawOption("F")); apdfMetp.plotOn(awmpframe,Components(RooArgSet(*(aqcdp.model))),LineColor(linecolorQCD)); apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfWmp)),LineColor(linecolorW),LineStyle(2)); antiMetp.plotOn(awmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); sprintf(ylabel,"Events / %.1f GeV",hAntiDataMetp->GetBinWidth(1)); CPlot plotAntiMetp("fitantimetp",awmpframe,"","",ylabel); plotAntiMetp.SetLegend(0.68,0.57,0.93,0.77); plotAntiMetp.GetLegend()->AddEntry(hDummyData,"data","PL"); plotAntiMetp.GetLegend()->AddEntry(hDummyW,"W^{+}#rightarrow#mu^{+}#nu","F"); plotAntiMetp.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F"); plotAntiMetp.GetLegend()->AddEntry(hDummyQCD,"QCD","F"); plotAntiMetp.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0); plotAntiMetp.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0); // plotAntiMetp.SetYRange(0.1,1.1*(hAntiDataMetp->GetMaximum())); plotAntiMetp.SetYRange(0.1,1500); plotAntiMetp.Draw(c,kFALSE,format,1); CPlot plotAntiMetpDiff("fitantimetp","","#slash{E}_{T} [GeV]","#chi"); plotAntiMetpDiff.AddHist1D(hAntiMetpDiff,"EX0",ratioColor); plotAntiMetpDiff.SetYRange(-8,8); plotAntiMetpDiff.AddLine(0, 0,METMAX, 0,kBlack,1); plotAntiMetpDiff.AddLine(0, 5,METMAX, 5,kBlack,3); plotAntiMetpDiff.AddLine(0,-5,METMAX,-5,kBlack,3); plotAntiMetpDiff.Draw(c,kTRUE,format,2); plotAntiMetp.SetName("fitantimetplog"); plotAntiMetp.SetLogy(); plotAntiMetp.SetYRange(1e-3*(hAntiDataMetp->GetMaximum()),10*(hAntiDataMetp->GetMaximum())); plotAntiMetp.Draw(c,kTRUE,format,1); // // W- MET plot // RooPlot *wmmframe = pfmet.frame(Bins(NBINS)); wmmframe->GetYaxis()->SetNdivisions(505); dataMetm.plotOn(wmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); pdfMetm.plotOn(wmmframe,FillColor(fillcolorW),DrawOption("F")); pdfMetm.plotOn(wmmframe,LineColor(linecolorW)); pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfEWKm,*(qcdm.model))),FillColor(fillcolorEWK),DrawOption("F")); pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfEWKm,*(qcdm.model))),LineColor(linecolorEWK)); pdfMetm.plotOn(wmmframe,Components(RooArgSet(*(qcdm.model))),FillColor(fillcolorQCD),DrawOption("F")); pdfMetm.plotOn(wmmframe,Components(RooArgSet(*(qcdm.model))),LineColor(linecolorQCD)); pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfWmm)),LineColor(linecolorW),LineStyle(2)); dataMetm.plotOn(wmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); sprintf(ylabel,"Events / %.1f GeV",hDataMetm->GetBinWidth(1)); CPlot plotMetm("fitmetm",wmmframe,"","",ylabel); plotMetm.SetLegend(0.68,0.57,0.93,0.77); plotMetm.GetLegend()->AddEntry(hDummyData,"data","PL"); plotMetm.GetLegend()->AddEntry(hDummyW,"W^{-}#rightarrow#mu^{-}#bar{#nu}","F"); plotMetm.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F"); plotMetm.GetLegend()->AddEntry(hDummyQCD,"QCD","F"); plotMetm.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0); plotMetm.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0); // plotMetm.SetYRange(0.1,1.1*(hDataMetm->GetMaximum())); plotMetm.SetYRange(0.1,4100); plotMetm.Draw(c,kFALSE,format,1); CPlot plotMetmDiff("fitmetm","","#slash{E}_{T} [GeV]","#chi"); plotMetmDiff.AddHist1D(hMetmDiff,"EX0",ratioColor); plotMetmDiff.SetYRange(-8,8); plotMetmDiff.AddLine(0, 0,METMAX, 0,kBlack,1); plotMetmDiff.AddLine(0, 5,METMAX, 5,kBlack,3); plotMetmDiff.AddLine(0,-5,METMAX,-5,kBlack,3); plotMetmDiff.Draw(c,kTRUE,format,2); plotMetm.SetName("fitmetmlog"); plotMetm.SetLogy(); plotMetm.SetYRange(1e-3*(hDataMetm->GetMaximum()),10*(hDataMetm->GetMaximum())); plotMetm.Draw(c,kTRUE,format,1); RooPlot *awmmframe = pfmet.frame(Bins(NBINS)); antiMetm.plotOn(awmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); apdfMetm.plotOn(awmmframe,FillColor(fillcolorW),DrawOption("F")); apdfMetm.plotOn(awmmframe,LineColor(linecolorW)); apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfEWKm,*(aqcdm.model))),FillColor(fillcolorEWK),DrawOption("F")); apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfEWKm,*(aqcdm.model))),LineColor(linecolorEWK)); apdfMetm.plotOn(awmmframe,Components(RooArgSet(*(aqcdm.model))),FillColor(fillcolorQCD),DrawOption("F")); apdfMetm.plotOn(awmmframe,Components(RooArgSet(*(aqcdm.model))),LineColor(linecolorQCD)); apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfWmm)),LineColor(linecolorW),LineStyle(2)); antiMetm.plotOn(awmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP")); sprintf(ylabel,"Events / %.1f GeV",hDataMetm->GetBinWidth(1)); CPlot plotAntiMetm("fitantimetm",awmmframe,"","",ylabel); plotAntiMetm.SetLegend(0.68,0.57,0.93,0.77); plotAntiMetm.GetLegend()->AddEntry(hDummyData,"data","PL"); plotAntiMetm.GetLegend()->AddEntry(hDummyW,"W^{-}#rightarrow#mu^{-}#bar{#nu}","F"); plotAntiMetm.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F"); plotAntiMetm.GetLegend()->AddEntry(hDummyQCD,"QCD","F"); plotAntiMetm.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0); plotAntiMetm.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0); // plotAntiMetm.SetYRange(0.1,1.1*(hAntiDataMetm->GetMaximum())); plotAntiMetm.SetYRange(0.1,1500); plotAntiMetm.Draw(c,kFALSE,format,1); CPlot plotAntiMetmDiff("fitantimetm","","#slash{E}_{T} [GeV]","#chi"); plotAntiMetmDiff.AddHist1D(hAntiMetmDiff,"EX0",ratioColor); plotAntiMetmDiff.SetYRange(-8,8); plotAntiMetmDiff.AddLine(0, 0,METMAX, 0,kBlack,1); plotAntiMetmDiff.AddLine(0, 5,METMAX, 5,kBlack,3); plotAntiMetmDiff.AddLine(0,-5,METMAX,-5,kBlack,3); plotAntiMetmDiff.Draw(c,kTRUE,format,2); plotAntiMetm.SetName("fitantimetmlog"); plotAntiMetm.SetLogy(); plotAntiMetm.SetYRange(1e-3*(hAntiDataMetm->GetMaximum()),10*(hAntiDataMetm->GetMaximum())); plotAntiMetm.Draw(c,kTRUE,format,1); //-------------------------------------------------------------------------------------------------------------- // Output //============================================================================================================== cout << "*" << endl; cout << "* SUMMARY" << endl; cout << "*--------------------------------------------------" << endl; // // Write fit results // ofstream txtfile; char txtfname[100]; ios_base::fmtflags flags; Double_t chi2prob, chi2ndf; Double_t ksprob, ksprobpe; chi2prob = hDataMet->Chi2Test(hPdfMet,"PUW"); chi2ndf = hDataMet->Chi2Test(hPdfMet,"CHI2/NDFUW"); ksprob = hDataMet->KolmogorovTest(hPdfMet); ksprobpe = hDataMet->KolmogorovTest(hPdfMet,"DX"); sprintf(txtfname,"%s/fitresWm.txt",CPlot::sOutDir.Data()); txtfile.open(txtfname); assert(txtfile.is_open()); flags = txtfile.flags(); txtfile << setprecision(10); txtfile << " *** Yields *** " << endl; txtfile << "Selected: " << hDataMet->Integral() << endl; txtfile << " Signal: " << nSig.getVal() << " +/- " << nSig.getPropagatedError(*fitRes) << endl; txtfile << " QCD: " << nQCD.getVal() << " +/- " << nQCD.getPropagatedError(*fitRes) << endl; txtfile << " Other: " << nEWK.getVal() << " +/- " << nEWK.getPropagatedError(*fitRes) << endl; txtfile << endl; txtfile.flags(flags); fitRes->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose); txtfile << endl; printCorrelations(txtfile, fitRes); txtfile << endl; printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe); txtfile.close(); chi2prob = hDataMetp->Chi2Test(hPdfMetp,"PUW"); chi2ndf = hDataMetp->Chi2Test(hPdfMetp,"CHI2/NDFUW"); ksprob = hDataMetp->KolmogorovTest(hPdfMetp); ksprobpe = hDataMetp->KolmogorovTest(hPdfMetp,"DX"); sprintf(txtfname,"%s/fitresWmp.txt",CPlot::sOutDir.Data()); txtfile.open(txtfname); assert(txtfile.is_open()); flags = txtfile.flags(); txtfile << setprecision(10); txtfile << " *** Yields *** " << endl; txtfile << "Selected: " << hDataMetp->Integral() << endl; txtfile << " Signal: " << nSigp.getVal() << " +/- " << nSigp.getPropagatedError(*fitResp) << endl; txtfile << " QCD: " << nQCDp.getVal() << " +/- " << nQCDp.getPropagatedError(*fitResp) << endl; txtfile << " Other: " << nEWKp.getVal() << " +/- " << nEWKp.getPropagatedError(*fitResp) << endl; txtfile << endl; txtfile.flags(flags); fitResp->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose); txtfile << endl; printCorrelations(txtfile, fitResp); txtfile << endl; printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe); txtfile.close(); chi2prob = hDataMetm->Chi2Test(hPdfMetm,"PUW"); chi2ndf = hDataMetm->Chi2Test(hPdfMetm,"CHI2/NDFUW"); ksprob = hDataMetm->KolmogorovTest(hPdfMetm); ksprobpe = hDataMetm->KolmogorovTest(hPdfMetm,"DX"); sprintf(txtfname,"%s/fitresWmm.txt",CPlot::sOutDir.Data()); txtfile.open(txtfname); assert(txtfile.is_open()); flags = txtfile.flags(); txtfile << setprecision(10); txtfile << " *** Yields *** " << endl; txtfile << "Selected: " << hDataMetm->Integral() << endl; txtfile << " Signal: " << nSigm.getVal() << " +/- " << nSigm.getPropagatedError(*fitResm) << endl; txtfile << " QCD: " << nQCDm.getVal() << " +/- " << nQCDm.getPropagatedError(*fitResm) << endl; txtfile << " Other: " << nEWKm.getVal() << " +/- " << nEWKm.getPropagatedError(*fitResm) << endl; txtfile << endl; txtfile.flags(flags); fitResm->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose); txtfile << endl; printCorrelations(txtfile, fitResm); txtfile << endl; printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe); txtfile.close(); makeHTML(outputDir); cout << endl; cout << " <> Output saved in " << outputDir << "/" << endl; cout << endl; gBenchmark->Show("fitWm"); }
int scaleSmearTemplateFit_Ele(TString RDFile, TString MCFile, char BaseName[30]) { cout<<"Processing "<<BaseName<<endl; gStyle->SetPalette(1); //Output file TString ResultDir = "MCRDfitEle_Plot"; ofstream Fout; TString FoutName=ResultDir+"/"+BaseName+"_SummaryFinal.txt"; Fout.open(FoutName); //Variables char histName[50]; //Data and histograms TFile *f_RD = new TFile(RDFile); TFile *f_MC = new TFile(MCFile); TH1D *h1_ZmassDaughEtaRD[ScElCombiBins]; TH1D *h1_ZmassDaughEtaMC[ScElCombiBins]; //Plots RooPlot *zmassFrameRD; RooPlot *zmassFrameMC; CPlot *plotFitRD; CPlot *plotFitMC; RooFitResult* fitResTotalMC; RooFitResult* fitResTotalRD; //RooFitResult* fitResRD; RooFitResult* fitResMCbw[ScElCombiBins]; RooFitResult* fitResMC[ScElCombiBins]; RooFitResult* fitResRD[ScElCombiBins]; TCanvas *myCan = MakeCanvas("myCan","myCan",800,600); //Fitting stuff RooRealVar *scaleMC[ScaleBins]; RooRealVar *scaleRD[ScaleBins]; RooRealVar *smearRD[ScaleBins]; RooRealVar *smearMC[ScaleBins]; RooRealVar *nSRD[ScElCombiBins]; RooRealVar *nBRD[ScElCombiBins]; RooRealVar *CBalpha[ScElCombiBins]; RooRealVar *CBn[ScElCombiBins]; RooFormulaVar *scaleScaleMC[ScElCombiBins]; RooFormulaVar *scaleScaleRD[ScElCombiBins]; RooFormulaVar *smearSmearMC[ScElCombiBins]; RooFormulaVar *smearSmearRD[ScElCombiBins]; RooRealVar zMass("zMass","zMass",60,120); RooCategory rooCat("rooCat","rooCat"); RooDataHist *ZmassRD[ScElCombiBins]; // RooDataHist *ZmassMC; RooDataHist *ZmassMC[ScElCombiBins]; // CBreitWigner *BW[ScElCombiBins]; CBreitWignerConvCrystalBall *BWCB[ScElCombiBins]; CBreitWignerConvCrystalBallScale *BWCBsCale[ScElCombiBins]; CBreitWignerMC *BWMC[ScElCombiBins]; CBreitWignerRD *BWRD[ScElCombiBins]; RooGaussian *gaus[ScElCombiBins]; RooCBShape *cbMC[ScElCombiBins]; RooCBShape *cbRD[ScElCombiBins]; CErfExpo *ZbgRD[ScElCombiBins]; CExponential *ZbgExpRD[ScElCombiBins]; RooAbsPdf *pdfRDsig[ScElCombiBins]; RooAbsPdf *pdfMCsig[ScElCombiBins]; //RooAddPdf *pdfRDsig[ScElCombiBins]; RooAbsPdf *histPdf[ScElCombiBins]; RooAddPdf *pdfRD[ScElCombiBins]; //Initialization for(int i(0);i<ScaleBins;i++) { sprintf(histName,"scaleMC_%d",i); scaleMC[i] = new RooRealVar(histName, histName,1.01,0.001,3); sprintf(histName,"scaleRD_%d",i); scaleRD[i] = new RooRealVar(histName, histName,1.01,0.001,3); sprintf(histName,"smearMC_%d",i); smearMC[i] = new RooRealVar(histName,histName,0.5,0.01,3); sprintf(histName,"smearRD_%d",i); smearRD[i] = new RooRealVar(histName,histName,0.5,0.01,3); } for(int i(0);i<ScElCombiBins;i++) { sprintf(histName,"nBRD_%d",i); nBRD[i] = new RooRealVar(histName, histName,0.1,0.01,1); sprintf(histName,"nSRD_%d",i); nSRD[i]= new RooRealVar(histName,histName,1,0,2); sprintf(histName,"CBalpha_%d",i); CBalpha[i]= new RooRealVar(histName,histName,5,0,20); sprintf(histName,"CBn_%d",i); CBn[i] = new RooRealVar(histName,histName,1,0,10); sprintf(histName,"cat_%d",i); rooCat.defineType(histName); } RooSimultaneous pdfTotalMC("pdfTotalMC","pdfTotalMC",rooCat); map<string,TH1*>hmapMC; RooSimultaneous pdfTotalRD("pdfTotalRD","pdfTotalRD",rooCat); map<string,TH1*>hmapRD; //* ///scaleScale sprintf(histName,"scaleScaleMC_0"); scaleScaleMC[0] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleMC[0],*scaleMC[0])); sprintf(histName,"scaleScaleMC_1"); scaleScaleMC[1] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[0],*scaleMC[1])); sprintf(histName,"scaleScaleMC_2"); scaleScaleMC[2] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[0],*scaleMC[2])); sprintf(histName,"scaleScaleMC_3"); scaleScaleMC[3] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[0],*scaleMC[3])); sprintf(histName,"scaleScaleMC_4"); scaleScaleMC[4] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[0],*scaleMC[4])); sprintf(histName,"scaleScaleMC_5"); scaleScaleMC[5] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[0],*scaleMC[5])); sprintf(histName,"scaleScaleMC_6"); scaleScaleMC[6] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleMC[1],*scaleMC[1])); sprintf(histName,"scaleScaleMC_7"); scaleScaleMC[7] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[1],*scaleMC[2])); sprintf(histName,"scaleScaleMC_8"); scaleScaleMC[8] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[1],*scaleMC[3])); sprintf(histName,"scaleScaleMC_9"); scaleScaleMC[9] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[1],*scaleMC[4])); sprintf(histName,"scaleScaleMC_10"); scaleScaleMC[10] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[1],*scaleMC[5])); sprintf(histName,"scaleScaleMC_11"); scaleScaleMC[11] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleMC[2],*scaleMC[2])); sprintf(histName,"scaleScaleMC_12"); scaleScaleMC[12] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[2],*scaleMC[3])); sprintf(histName,"scaleScaleMC_13"); scaleScaleMC[13] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[2],*scaleMC[4])); sprintf(histName,"scaleScaleMC_14"); scaleScaleMC[14] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[2],*scaleMC[5])); sprintf(histName,"scaleScaleMC_15"); scaleScaleMC[15] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleMC[3],*scaleMC[3])); sprintf(histName,"scaleScaleMC_16"); scaleScaleMC[16] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[3],*scaleMC[4])); sprintf(histName,"scaleScaleMC_17"); scaleScaleMC[17] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[3],*scaleMC[5])); sprintf(histName,"scaleScaleMC_18"); scaleScaleMC[18] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleMC[4],*scaleMC[4])); sprintf(histName,"scaleScaleMC_19"); scaleScaleMC[19] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleMC[4],*scaleMC[5])); sprintf(histName,"scaleScaleMC_20"); scaleScaleMC[20] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleMC[5],*scaleMC[5])); //*/ //* ///scaleScale sprintf(histName,"scaleScaleRD_0"); scaleScaleRD[0] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleRD[0],*scaleRD[0])); sprintf(histName,"scaleScaleRD_1"); scaleScaleRD[1] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[0],*scaleRD[1])); sprintf(histName,"scaleScaleRD_2"); scaleScaleRD[2] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[0],*scaleRD[2])); sprintf(histName,"scaleScaleRD_3"); scaleScaleRD[3] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[0],*scaleRD[3])); sprintf(histName,"scaleScaleRD_4"); scaleScaleRD[4] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[0],*scaleRD[4])); sprintf(histName,"scaleScaleRD_5"); scaleScaleRD[5] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[0],*scaleRD[5])); sprintf(histName,"scaleScaleRD_6"); scaleScaleRD[6] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleRD[1],*scaleRD[1])); sprintf(histName,"scaleScaleRD_7"); scaleScaleRD[7] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[1],*scaleRD[2])); sprintf(histName,"scaleScaleRD_8"); scaleScaleRD[8] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[1],*scaleRD[3])); sprintf(histName,"scaleScaleRD_9"); scaleScaleRD[9] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[1],*scaleRD[4])); sprintf(histName,"scaleScaleRD_10"); scaleScaleRD[10] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[1],*scaleRD[5])); sprintf(histName,"scaleScaleRD_11"); scaleScaleRD[11] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleRD[2],*scaleRD[2])); sprintf(histName,"scaleScaleRD_12"); scaleScaleRD[12] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[2],*scaleRD[3])); sprintf(histName,"scaleScaleRD_13"); scaleScaleRD[13] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[2],*scaleRD[4])); sprintf(histName,"scaleScaleRD_14"); scaleScaleRD[14] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[2],*scaleRD[5])); sprintf(histName,"scaleScaleRD_15"); scaleScaleRD[15] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleRD[3],*scaleRD[3])); sprintf(histName,"scaleScaleRD_16"); scaleScaleRD[16] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[3],*scaleRD[4])); sprintf(histName,"scaleScaleRD_17"); scaleScaleRD[17] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[3],*scaleRD[5])); sprintf(histName,"scaleScaleRD_18"); scaleScaleRD[18] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleRD[4],*scaleRD[4])); sprintf(histName,"scaleScaleRD_19"); scaleScaleRD[19] = new RooFormulaVar(histName,"1/sqrt(@0*@1)",RooArgSet(*scaleRD[4],*scaleRD[5])); sprintf(histName,"scaleScaleRD_20"); scaleScaleRD[20] = new RooFormulaVar(histName,"1/sqrt(@0*@0)",RooArgSet(*scaleRD[5],*scaleRD[5])); //*/ //* ///smearSmear sprintf(histName,"smearSmearMC_0"); smearSmearMC[0] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearMC[0],*smearMC[0])); sprintf(histName,"smearSmearMC_1"); smearSmearMC[1] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[0],*smearMC[1])); sprintf(histName,"smearSmearMC_2"); smearSmearMC[2] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[0],*smearMC[2])); sprintf(histName,"smearSmearMC_3"); smearSmearMC[3] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[0],*smearMC[3])); sprintf(histName,"smearSmearMC_4"); smearSmearMC[4] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[0],*smearMC[4])); sprintf(histName,"smearSmearMC_5"); smearSmearMC[5] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[0],*smearMC[5])); sprintf(histName,"smearSmearMC_6"); smearSmearMC[6] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearMC[1],*smearMC[1])); sprintf(histName,"smearSmearMC_7"); smearSmearMC[7] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[1],*smearMC[2])); sprintf(histName,"smearSmearMC_8"); smearSmearMC[8] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[1],*smearMC[3])); sprintf(histName,"smearSmearMC_9"); smearSmearMC[9] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[1],*smearMC[4])); sprintf(histName,"smearSmearMC_10"); smearSmearMC[10] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[1],*smearMC[5])); sprintf(histName,"smearSmearMC_11"); smearSmearMC[11] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearMC[2],*smearMC[2])); sprintf(histName,"smearSmearMC_12"); smearSmearMC[12] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[2],*smearMC[3])); sprintf(histName,"smearSmearMC_13"); smearSmearMC[13] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[2],*smearMC[4])); sprintf(histName,"smearSmearMC_14"); smearSmearMC[14] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[2],*smearMC[5])); sprintf(histName,"smearSmearMC_15"); smearSmearMC[15] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearMC[3],*smearMC[3])); sprintf(histName,"smearSmearMC_16"); smearSmearMC[16] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[3],*smearMC[4])); sprintf(histName,"smearSmearMC_17"); smearSmearMC[17] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[3],*smearMC[5])); sprintf(histName,"smearSmearMC_18"); smearSmearMC[18] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearMC[4],*smearMC[4])); sprintf(histName,"smearSmearMC_19"); smearSmearMC[19] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearMC[4],*smearMC[5])); sprintf(histName,"smearSmearMC_20"); smearSmearMC[20] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearMC[5],*smearMC[5])); //*/ //* ///smearSmear sprintf(histName,"smearSmearRD_0"); smearSmearRD[0] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearRD[0],*smearRD[0])); sprintf(histName,"smearSmearRD_1"); smearSmearRD[1] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[0],*smearRD[1])); sprintf(histName,"smearSmearRD_2"); smearSmearRD[2] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[0],*smearRD[2])); sprintf(histName,"smearSmearRD_3"); smearSmearRD[3] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[0],*smearRD[3])); sprintf(histName,"smearSmearRD_4"); smearSmearRD[4] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[0],*smearRD[4])); sprintf(histName,"smearSmearRD_5"); smearSmearRD[5] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[0],*smearRD[5])); sprintf(histName,"smearSmearRD_6"); smearSmearRD[6] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearRD[1],*smearRD[1])); sprintf(histName,"smearSmearRD_7"); smearSmearRD[7] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[1],*smearRD[2])); sprintf(histName,"smearSmearRD_8"); smearSmearRD[8] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[1],*smearRD[3])); sprintf(histName,"smearSmearRD_9"); smearSmearRD[9] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[1],*smearRD[4])); sprintf(histName,"smearSmearRD_10"); smearSmearRD[10] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[1],*smearRD[5])); sprintf(histName,"smearSmearRD_11"); smearSmearRD[11] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearRD[2],*smearRD[2])); sprintf(histName,"smearSmearRD_12"); smearSmearRD[12] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[2],*smearRD[3])); sprintf(histName,"smearSmearRD_13"); smearSmearRD[13] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[2],*smearRD[4])); sprintf(histName,"smearSmearRD_14"); smearSmearRD[14] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[2],*smearRD[5])); sprintf(histName,"smearSmearRD_15"); smearSmearRD[15] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearRD[3],*smearRD[3])); sprintf(histName,"smearSmearRD_16"); smearSmearRD[16] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[3],*smearRD[4])); sprintf(histName,"smearSmearRD_17"); smearSmearRD[17] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[3],*smearRD[5])); sprintf(histName,"smearSmearRD_18"); smearSmearRD[18] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearRD[4],*smearRD[4])); sprintf(histName,"smearSmearRD_19"); smearSmearRD[19] = new RooFormulaVar(histName,"sqrt(@0*@0+@1*@1)",RooArgSet(*smearRD[4],*smearRD[5])); sprintf(histName,"smearSmearRD_20"); smearSmearRD[20] = new RooFormulaVar(histName,"sqrt(@0*@0+@0*@0)",RooArgSet(*smearRD[5],*smearRD[5])); //*/ RooRealVar gaussMean("gaussMean","gaussMean",0); gaussMean.setConstant(kTRUE); RooRealVar CBMean("CBMean","CBMean",0); CBMean.setConstant(kTRUE); for(int i(0);i<ScElCombiBins;i++) { //Getting histogram from RD & MC sprintf(histName,"h1_ZmassDaughEtaEle_%d",i); h1_ZmassDaughEtaMC[i] = (TH1D*)f_MC->Get(histName)->Clone(histName); h1_ZmassDaughEtaRD[i] = (TH1D*)f_RD->Get(histName)->Clone(histName); sprintf(histName,"ZmassRD_%d",i); ZmassRD[i] = new RooDataHist(histName,histName,RooArgSet(zMass),h1_ZmassDaughEtaRD[i]); sprintf(histName,"cat_%d",i); hmapMC[histName] = h1_ZmassDaughEtaMC[i]; sprintf(histName,"cat_%d",i); hmapRD[histName] = h1_ZmassDaughEtaRD[i]; // Making template from MC sprintf(histName,"ZmassMC_%d",i); ZmassMC[i] = new RooDataHist(histName,histName,RooArgSet(zMass),h1_ZmassDaughEtaMC[i]); sprintf(histName,"cbMC_%d",i); cbMC[i] = new RooCBShape(histName,histName,zMass,CBMean,*smearSmearMC[i],*CBalpha[i],*CBn[i]); sprintf(histName,"BWMC_%d",i); BWMC[i] = new CBreitWignerMC(histName,zMass, scaleScaleMC[i]); sprintf(histName,"pdfMCsig_%d",i); pdfMCsig[i] = new RooFFTConvPdf(histName,histName,zMass,*(BWMC[i]->model),*cbMC[i]); //Making RD pdf // sprintf(histName,"gaus_%d",i); // gaus[i] = new RooGaussian(histName,histName,zMass,gaussMean,*smearSmearRD[i]); // sprintf(histName,"BWCBsCale_%d",i); // BWCBsCale[i] = new CBreitWignerConvCrystalBallScale // (histName,zMass, scaleScaleRD[i], // BWCB[i]->mean->getVal(),BWCB[i]->sigma->getVal(),BWCB[i]->alpha->getVal(),BWCB[i]->n->getVal()); //* sprintf(histName,"cbRD_%d",i); cbRD[i] = new RooCBShape(histName,histName,zMass,CBMean,*smearSmearRD[i],*CBalpha[i],*CBn[i]); sprintf(histName,"BWRD_%d",i); BWRD[i] = new CBreitWignerRD(histName,zMass, scaleScaleRD[i]); sprintf(histName,"pdfRDsig_%d",i); // pdfRDsig[i] = new RooFFTConvPdf(histName,histName,zMass,*(BWCBsCale[i]->model),*gaus[i]); pdfRDsig[i] = new RooFFTConvPdf(histName,histName,zMass,*(BWRD[i]->model),*cbRD[i]); sprintf(histName,"cat_%d",i); pdfTotalMC.addPdf(*pdfMCsig[i],histName); sprintf(histName,"cat_%d",i); pdfTotalRD.addPdf(*pdfRDsig[i],histName); } RooDataHist MCTotal("MCTotal","MCTotal",zMass,rooCat,hmapMC); fitResTotalMC = pdfTotalMC.fitTo(MCTotal,Minos(kTRUE),Save(kTRUE),SumW2Error(kTRUE)); RooDataHist dataTotal("dataTotal","dataTotal",zMass,rooCat,hmapRD); fitResTotalRD = pdfTotalRD.fitTo(dataTotal,Minos(kTRUE),Save(kTRUE),SumW2Error(kTRUE)); Fout<<"bin range \t scale \t smear "<<endl; for(int i(0);i<ScaleBins;i++) { // cout<<" "<<i<<"\t"<<scaleMC[i]->getVal()<<"+"<<scaleMC[i]->getError()<<"\t"<<smearMC[i]->getVal()<<"+"<<smearMC[i]->getError()<<endl; // Fout<<" "<<i<<"\t"<<scaleMC[i]->getVal()<<"+"<<scaleMC[i]->getError()<<"\t"<<smearMC[i]->getVal()<<"+"<<smearMC[i]->getError()<<endl; // cout<<" "<<i<<"\t"<<scaleRD[i]->getVal()<<"+"<<scaleRD[i]->getError()<<"\t"<<smearRD[i]->getVal()<<"+"<<smearRD[i]->getError()<<endl; // Fout<<" "<<i<<"\t"<<scaleRD[i]->getVal()<<"+"<<scaleRD[i]->getError()<<"\t"<<smearRD[i]->getVal()<<"+"<<smearRD[i]->getError()<<endl; cout<<" "<<i<<"\t"<<scaleRD[i]->getVal()/scaleMC[i]->getVal()<<"+-"<<(scaleRD[i]->getVal()/scaleMC[i]->getVal())*sqrt((scaleRD[i]->getError()*scaleRD[i]->getError())/scaleRD[i]->getVal()/scaleRD[i]->getVal()+(scaleMC[i]->getError()*scaleMC[i]->getError())/scaleMC[i]->getVal()/scaleMC[i]->getVal())<<"\t"<<sqrt(smearRD[i]->getVal()*smearRD[i]->getVal()- smearMC[i]->getVal()*smearMC[i]->getVal())<<"+"<<sqrt(smearRD[i]->getError()*smearRD[i]->getError()+ smearMC[i]->getError()*smearMC[i]->getError())<<endl; Fout<<" "<<i<<"\t"<<scaleRD[i]->getVal()/scaleMC[i]->getVal()<<"+-"<<(scaleRD[i]->getVal()/scaleMC[i]->getVal())*sqrt((scaleRD[i]->getError()*scaleRD[i]->getError())/scaleRD[i]->getVal()/scaleRD[i]->getVal()+(scaleMC[i]->getError()*scaleMC[i]->getError())/scaleMC[i]->getVal()/scaleMC[i]->getVal())<<"\t"<<sqrt(smearRD[i]->getVal()*smearRD[i]->getVal()- smearMC[i]->getVal()*smearMC[i]->getVal()) <<"+"<<sqrt(smearRD[i]->getError()*smearRD[i]->getError()+ smearMC[i]->getError()*smearMC[i]->getError())<<endl; } //* for(int i(0);i<ScElCombiBins;i++) { //* zmassFrameMC = zMass.frame(); ZmassMC[i]->plotOn(zmassFrameMC,DrawOption("p")); pdfMCsig[i]->plotOn(zmassFrameMC,DrawOption("l")); sprintf(histName,"ZmassMC_%s_%d",BaseName,i); plotFitMC = new CPlot(histName,zmassFrameMC,"","Di-Lepton M",""); plotFitMC->setOutDir(ResultDir); plotFitMC->Draw(myCan,kTRUE,"png"); //*/ zmassFrameRD = zMass.frame(); ZmassRD[i]->plotOn(zmassFrameRD,DrawOption("p")); pdfRDsig[i]->plotOn(zmassFrameRD,DrawOption("l")); sprintf(histName,"ZmassRD_%s_%d",BaseName,i); plotFitRD = new CPlot(histName,zmassFrameRD,"","Di-Lepton M",""); plotFitRD->setOutDir(ResultDir); plotFitRD->Draw(myCan,kTRUE,"png"); } //*/ Fout.close(); return 0; }