//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
void DrawPlots(){
bool DoProtonsMomenta = false;
bool DoProtonsTrackLength = false;
bool DoSRCEvents = false;
bool DoAngles = false;
bool DoHighMomentumTail = false;
bool DothetaPPFinalInitial = false;
bool DoDrawQ = true;
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
TPlots * tracks = new TPlots("Ana.root","TracksTree");
TPlots * events = new TPlots("Ana.root","EventsTree","events",false);
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if (DoProtonsMomenta) {
TH1F * h = tracks -> H1("StartMomentum.P()","PdgCode==2212","",401,-1,1000
,"proton momentum","p [MeV/c]","",38,38);
analysis -> NormalizeHistogram(h);
tracks -> Line(251,0,251,h->GetMaximum(),2,4,2);
tracks -> Text(260,0.8*h->GetMaximum(),"Fermi momentum 251 MeV/c [e-scat.]");
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if (DoProtonsTrackLength) {
tracks -> H2("StartMomentum.P()","TrackLength","PdgCode==2212","colz",401,1,1000,401,-1,1000
,"proton momentum","p [MeV/c]","track length [cm]");
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if (DoSRCEvents){
// identify v (np) -> µ p p events, and ask reconstruct BNL measurement
// the angle between the two protons in the inital state vs. the recoil momentum
TCanvas * c = plot -> CreateCanvas("c" , "DivideSquare");
c -> cd(1);
TH1F * Prec = events -> H1("Prec.Mag()",SRCcut&& "Prec.Mag()>0","colz",50,0,1000,"","recoil momentum [GeV/c]","",38,38);
plot -> Line(pThresholdArgoNeuT,0,pThresholdArgoNeuT,Prec->GetMaximum(),2,2);
c -> cd(2);
events -> H1(plot->CosTheta("Pmiss","Prec"),SRCcut&& "Prec.Mag()>0","colz",50,-1.1,1.1,"","cos( #theta )","",38,38);
c -> cd(3);
events -> H2("Prec.Mag()",plot->CosTheta("Pmiss","Prec"),SRCcut&& "Prec.Mag()>0","colz"
,50,1,1000,50,-1.01,1.01,"","recoil momentum [MeV/c]","#theta (p(miss) , p(recoil))");
plot -> Line(pThresholdArgoNeuT,-1.01,pThresholdArgoNeuT,1.01,2,2);
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if (DoAngles){
// plot -> CreateCanvas("Theta_pn_i_Prec");
// events -> H2("Prec.Mag()",plot->CosTheta("Pmiss","Prec"),cutCC2p,"colz"
// ,50,0,1000,50,-1.05,1.05,"","recoil momentum [MeV/c]","cos( #theta_{np}^{i} )");
// plot -> CreateCanvas("Theta_pn_i_Theta_munu");
// events -> H2(plot->CosTheta("neutrino.Vect()","muon.Vect()"),plot->CosTheta("Pmiss","Prec"),cutCC2p&&"Prec.Mag()>1","colz"
// ,50,-1.01,1.01,50,-1.01,1.01,"","cos( #theta_{#nu#mu} )","cos( #theta_{np}^{i} )");
plot -> CreateCanvas("Theta_pp_f_Prec");
events -> H2("Prec.Mag()",plot->CosTheta("protons[0].Vect()","protons[1].Vect()"),cutCC2p,"colz"
,50,1,1000,50,-1.01,1.01,"","recoil momentum [MeV/c]","cos( #theta_{pp}^{f} )");
// plot -> CreateCanvas("Theta_pp_Theta_numu");
// events -> H2(plot->CosTheta("neutrino.Vect()","muon.Vect()"),plot->CosTheta("protons[0].Vect()","protons[1].Vect()"),cutCC2p,"colz"
// ,50,-1.01,1.01,50,-1.01,1.01,"","cos( #theta_{#nu#mu} )","cos( #theta_{pp}^{f} )");
// plot -> CreateCanvas("Theta_numu_Prec");
// events -> H2("Prec.Mag()",plot->CosTheta("neutrino.Vect()","muon.Vect()"),cutCC2p&&"Prec.Mag()>200","colz"
// ,50,1,1000,50,-1.01,1.01,"","recoil momentum [MeV/c]","cos( #theta_{#nu#mu} )");
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if (DoHighMomentumTail){
plot -> CreateCanvas("DoHighMomentumTail");
float Max = 1300;
TH1F * Prec = events -> H1("Prec.Mag()",cutCC2p,"",75,0,Max,"","recoil momentum [MeV/c]","",38,38);
events -> H1("Prec.Mag()",cutCC2p&&"Prec.Mag()>270","same",75,0,Max,"","recoil momentum [MeV/c]","",48,48,3001);
float Tail = Prec -> Integral(Prec->GetXaxis()->FindBin(270),Prec->GetXaxis()->FindBin(Max));
float TailErr = sqrt(Tail);
float Tot = Prec -> Integral(Prec->GetXaxis()->FindBin(0),Prec->GetXaxis()->FindBin(Max));
float TotErr = sqrt(Tot);
float fTail = Tail / Tot;
float fTailErr = fTail * ( 1./Tail + 1./Tot );
SHOW(Tail);
SHOW(Tot);
SHOW(fTail);
SHOW(fTailErr);
TString TailPercentage = plot->PercentStr(fTail);
TString TailPercenErr = plot->PercentStr(fTailErr);
plot -> Text(300,Prec->GetMaximum(),Form("high momentum tail (>270 MeV/c) %.2f(%.0f)%%",100*fTail,100*100*fTailErr));
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if (DothetaPPFinalInitial){
plot -> CreateCanvas("Theta_numu_Prec");
// TString var = plot->CosTheta("Pmiss","Prec") , XTitle = "cos( #theta_{pn}^{i} )";
TString var = plot->CosTheta("protons[0].Vect()","protons[1].Vect()") , XTitle = "cos( #theta_{pp}^{f} )";
const int N = 5;
TH1F * h[N];
TString Labels[N];
float PmissMin[N] = {0 , 100 , 200 , 400 , 600 } , PmissMax[N] = {100 , 200 , 400 , 600 , 1000 } ;
for (int i = 0; i < N ; i++) {
TCut cut = cutCC2p && Form("%f > Prec.Mag() && Prec.Mag() > %f",PmissMax[i],PmissMin[i]) ;
Labels[i] = Form("%.0f > p(rec) > %.0f MeV/c",PmissMax[i],PmissMin[i]);
cut.Print();
h[i] = events -> H1(var,cut,"goff",50,-1.05,1.05,"",XTitle,"",(i!=4)?i+1:i+2,(i!=4)?i+1:i+2);
analysis -> NormalizeHistogram(h[i]);
}
for (int i = N-1; i >= 0 ; i--){
h[i] -> Draw((i==N-1)?"":"same");
}
plot -> AddLegend("recoil momentum cut",N,h,Labels,1,"f");
}
//....oooOO0OOooo........oooOO0OOooo........oooOO0OOooo........oooOO0OOooo......
if(DoDrawQ){
plot -> CreateCanvas("q");
TString var = "TMath::RadToDeg()*q.Theta()";
// TString var = plot->Theta("neutrino.Vect()","Pmiss"); //"TMath::RadToDeg()*q.Theta()"
events -> H2("q.Vect().Mag()",var,cutCC2p,"colz"
,50,1,1400,50,0,180,"","momentum transfer [MeV/c]","#theta_{q}");
// events -> H2("Prec.Mag()",var,cutCC2p,"colz"
// ,50,1,1400,50,0,180,"","recoil momentum [MeV/c]","#theta_{q}");
}
}
int main(int argc, char* argv[]) {
TH1::SetDefaultSumw2();
ProgramOptions options(argc, argv);
double lumi = options.lumi;
std::cout << "Integrated luminosity : " << lumi << " pb-1" << std::endl;
Datasets datasets(options.iDir);
datasets.readFile(options.datasetFile);
LeptonWeights lw;
// cuts
Cuts cuts;
TCut puWeight("puWeight");
TCut trigCorr( "(trigCorrWeight>0) ? trigCorrWeight : 1." );
// For lepton weights
TCut elTightWeight = cuts.elTightWeight(options.leptCorr);
TCut muTightWeight = cuts.muTightWeight(options.leptCorr);
TCut leptonTightWeight = elTightWeight * muTightWeight;
TCut elVetoWeight = cuts.elVetoWeight(options.leptCorr);
TCut muVetoWeight = cuts.muVetoWeight(options.leptCorr);
TCut leptonVetoWeight = elVetoWeight * muVetoWeight;
TCut otherCutsTight = puWeight * trigCorr * leptonTightWeight;
TCut otherCutsVeto = puWeight * trigCorr * leptonVetoWeight;
TCut cutSignalNoMETNoDPhi = cuts.HLTandMETFilters() + cuts.leptonVeto() + cuts.vbf();
// Tau cuts
// Get puWeight etc added below if necessary
// standard TightMjj selection - essentially signal selection but no DPhiJJ and no cjv
TCut cutTightMjj_basic = cuts.HLTandMETFilters() + cuts.cutWTau("lVeto") + cuts.cutWTau("dijet") + cuts.cutWTau("dEtaJJ") + cuts.cutWTau("MET") + cuts.cutWTau("Mjj");
TCut cutwMunoMjj = cuts.cutWMu("trigger")+ cuts.cutWMu("wMu")+cuts.cutWMu("lVeto")+cuts.cutWMu("dijet")+cuts.cutWMu("dEtaJJ")+cuts.cutWMu("MET") + cuts.cutWMu("dPhiJJ") + cuts.cutWMu("CJV"); //for W->mu regions
cutwMunoMjj.Print();
TCut cutTightMjj(""); // used to add in PU, trig corr, wWeight etc
TCut cutWMuVBFNoCJV = cuts.cutWMu("trigger") + cuts.cutWMu("wMu") + cuts.cutWMu("lVeto") + cuts.cutWMu("dijet") + cuts.cutWMu("dEtaJJ") + cuts.cutWMu("Mjj");
// double dphiEdges[4] = { 0., 1.0, 2.6, TMath::Pi() };
double dphiEdges[5] = { 0., 1.0, 1.8, 2.6, TMath::Pi() };
double MjjEdges[5] = { 800., 1000., 1200., 1800., 3000. };
// double MjjEdges[5] = { 800., 1100., 1400., 1800., 3000. };
double METEdges[5] = { 100., 150., 200., 250., 300. };
//double CenJetEtEdges[5] = { 10., 40., 70., 120. ,200};
double CenJetEtEdges[5] = { 10., 30., 60., 100., 150.};
TH1D* hWMu_MCGen_DPhi = new TH1D("hWMu_MCGen_DPhi", "", 1, 0,1); // W+jets MC gen level mu
TH1D* hWTau_MCGen_DPhi = new TH1D("hWTau_MCGen_DPhi", "", 1, 0,1); // W+jets MC gen level Tau - for ID
// DPhiJJ histograms
// WMu histograms
TH1D* hWMu_MCC_DPhi = new TH1D("hWMu_MCC_DPhi", "", 4, dphiEdges); // W+jets MC mu ctrl region
TH1D* hWMu_BGC_DPhi = new TH1D("hWMu_BGC_DPhi", "", 4, dphiEdges); // background MC ctrl region
TH1D* hWMu_DataC_DPhi = new TH1D("hWMu_DataC_DPhi", "", 4, dphiEdges); // Data ctrl region
// WTau histograms
TH1D* hWTau_MCC_DPhi = new TH1D("hWTau_MCC_DPhi", "", 4, dphiEdges); // W+jets MC tau ctrl region - for CJV ratio
TH1D* hWTau_BGC_DPhi = new TH1D("hWTau_BGC_DPhi", "", 4, dphiEdges); // background MC ctrl region
TH1D* hWTau_DataC_DPhi = new TH1D("hWTau_DataC_DPhi", "", 4, dphiEdges); // Data ctrl region
// Mjj histograms
// WMu histograms
TH1D* hWMu_MCC_Mjj = new TH1D("hWMu_MCC_Mjj", "", 4, MjjEdges); // W+jets MC mu ctrl region
TH1D* hWMu_BGC_Mjj = new TH1D("hWMu_BGC_Mjj", "", 4, MjjEdges); // background MC ctrl region
TH1D* hWMu_DataC_Mjj = new TH1D("hWMu_DataC_Mjj", "", 4, MjjEdges); // Data ctrl region
// WTau histograms
TH1D* hWTau_MCC_Mjj = new TH1D("hWTau_MCC_Mjj", "", 4, MjjEdges); // W+jets MC tau ctrl region - for CJV ratio
TH1D* hWTau_BGC_Mjj = new TH1D("hWTau_BGC_Mjj", "", 4, MjjEdges); // background MC ctrl region
TH1D* hWTau_DataC_Mjj = new TH1D("hWTau_DataC_Mjj", "", 4, MjjEdges); // Data ctrl region // Mjj histograms
// MET histograms
// WMu histograms
TH1D* hWMu_MCC_MET = new TH1D("hWMu_MCC_MET", "", 4, METEdges); // W+jets MC mu ctrl region
TH1D* hWMu_BGC_MET = new TH1D("hWMu_BGC_MET", "", 4, METEdges); // background MC ctrl region
TH1D* hWMu_DataC_MET = new TH1D("hWMu_DataC_MET", "", 4, METEdges); // Data ctrl region
// WTau histograms
TH1D* hWTau_MCC_MET = new TH1D("hWTau_MCC_MET", "", 4, METEdges); // W+jets MC tau ctrl region - for CJV ratio
TH1D* hWTau_BGC_MET = new TH1D("hWTau_BGC_MET", "", 4, METEdges); // background MC ctrl region
TH1D* hWTau_DataC_MET = new TH1D("hWTau_DataC_MET", "", 4, METEdges); // Data ctrl region // MET histograms
// Central Jet Et histograms
// WMu histograms
TH1D* hWMu_MCC_CenJetEt = new TH1D("hWMu_MCC_CenJetEt", "", 4, CenJetEtEdges); // W+jets MC mu ctrl region
TH1D* hWMu_BGC_CenJetEt = new TH1D("hWMu_BGC_CenJetEt", "", 4, CenJetEtEdges); // background MC ctrl region
TH1D* hWMu_DataC_CenJetEt = new TH1D("hWMu_DataC_CenJetEt", "", 4, CenJetEtEdges); // Data ctrl region
// WTau histograms
TH1D* hWTau_MCC_CenJetEt = new TH1D("hWTau_MCC_CenJetEt", "", 4, CenJetEtEdges); // W+jets MC tau ctrl region - for CJV ratio
TH1D* hWTau_BGC_CenJetEt = new TH1D("hWTau_BGC_CenJetEt", "", 4, CenJetEtEdges); // background MC ctrl region
TH1D* hWTau_DataC_CenJetEt = new TH1D("hWTau_DataC_CenJetEt", "", 4, CenJetEtEdges); // Data ctrl region
// loop over MC datasets
for (unsigned i=0; i<datasets.size(); ++i) {
Dataset dataset = datasets.getDataset(i);
TFile* file = datasets.getTFile(dataset.name);
TTree* tree = (TTree*) file->Get("invHiggsInfo/InvHiggsInfo");
// TFile* ofile = TFile::Open( (oDir+std::string("/")+dataset.name+std::string(".root")).c_str(), "RECREATE");
// setup cuts
TCut wWeight("");
TCut cutD = cuts.cutDataset(dataset.name);
TCut cutWMu_Gen = cuts.wMuGen();
TCut cutWTau_Gen = cuts.wTauGen();
TCut cutWMu_MCC_DPhi = cuts.wMuGen() + cuts.wMuVBF() + cuts.cutWMu("MET");
TCut cutWMu_C_DPhi = cutD + cuts.wMuVBF() + cuts.cutWMu("MET"); // WMu MC control region; WMu MC gen only; control region for data/bg - all for DPhiJJ
TCut cutWTau_MCC_DPhi = cuts.wTauGen() + cutTightMjj_basic + cuts.cutWTau("wTau");
TCut cutWTau_C_DPhi = cutD + cutTightMjj_basic + cuts.cutWTau("wTau"); // WTau MC control region; WTau MC gen only; control region for data/bg - all for DPhiJJ
TCut cutWMu_MCC_Mjj = cuts.wMuGen() + cutwMunoMjj;
TCut cutWMu_C_Mjj = cutD + cutwMunoMjj;
TCut cutWTau_MCC_Mjj = cuts.wTauGen() + cuts.cutWTau("wTau") + cuts.cutWTau("trigger") + cuts.cutWTau("lVeto") + cuts.cutWTau("dijet") + cuts.cutWTau("dEtaJJ") + cuts.cutWTau("MET") + cuts.cutWTau("dPhiJJ");
TCut cutWTau_C_Mjj = cutD + cuts.cutWTau("wTau") + cuts.cutWTau("trigger") + cuts.cutWTau("lVeto") + cuts.cutWTau("dijet") + cuts.cutWTau("dEtaJJ") + cuts.cutWTau("MET") + cuts.cutWTau("dPhiJJ");
TCut cutWMu_MCC_MET = cuts.wMuGen() + cuts.wMuVBF() + cuts.cutWMu("dPhiJJ");
TCut cutWMu_C_MET = cutD + cuts.wMuVBF()+ cuts.cutWMu("dPhiJJ");
TCut cutWTau_MCC_MET = cuts.wTauGen() + cuts.cutWTau("wTau") + cuts.cutWTau("trigger") + cuts.cutWTau("lVeto") + cuts.cutWTau("dijet") + cuts.cutWTau("dEtaJJ") + cuts.cutWTau("Mjj") + cuts.cutWTau("dPhiJJ");
TCut cutWTau_C_MET = cutD + cuts.cutWTau("wTau") + cuts.cutWTau("trigger") + cuts.cutWTau("lVeto") + cuts.cutWTau("dijet") + cuts.cutWTau("dEtaJJ") + cuts.cutWTau("Mjj") + cuts.cutWTau("dPhiJJ");
TCut cutWMu_MCC_CenJetEt = cuts.wMuGen() + cuts.cutWMu("trigger") + cuts.cutWMu("lVeto") + cuts.cutWMu("wMu") + cuts.cutWMu("dijet") + cuts.cutWMu("dEtaJJ") + cuts.cutWMu("Mjj") + cuts.cutWMu("MET") + cuts.cutWMu("dPhiJJ");
TCut cutWMu_C_CenJetEt = cutD + cuts.cutWMu("trigger") + cuts.cutWMu("lVeto") + cuts.cutWMu("wMu") + cuts.cutWMu("dijet") + cuts.cutWMu("dEtaJJ") + cuts.cutWMu("Mjj") + cuts.cutWMu("MET") + cuts.cutWMu("dPhiJJ");
TCut cutWTau_MCC_CenJetEt = cuts.wTauGen() + cutTightMjj_basic + cuts.cutWTau("wTau") + cuts.cutWTau("dPhiJJ");
TCut cutWTau_C_CenJetEt = cutD + cutTightMjj_basic + cuts.cutWTau("wTau") + cuts.cutWTau("dPhiJJ");
// TEMP HISTS - DPhiJJ
TH1D* hWMu_MCGen_DPhi_tmp = new TH1D("hWMu_MCGen_DPhi_tmp", "",1, 0,1); // W+jets Mu MC gen
TH1D* hWTau_MCGen_DPhi_tmp = new TH1D("hWTau_MCGen_DPhi_tmp", "",1, 0,1); // W+jets Tau MC gen
// tmp histograms - WMu
TH1D* hWMu_MCC_DPhi_tmp = new TH1D("hWMu_MCC_DPhi_tmp", "",4,dphiEdges); // W+jets MC ctrl region
TH1D* hWMu_DataC_DPhi_tmp = new TH1D("hWMu_DataC_DPhi_tmp", "",4,dphiEdges); // Data in WMu ctrl region
TH1D* hWMu_BGC_DPhi_tmp = new TH1D("hWMu_BGC_DPhi_tmp", "",4,dphiEdges); //BG in WMu ctrl region
// tmp histograms - wTau
TH1D* hWTau_MCC_DPhi_tmp = new TH1D("hWTau_MCC_DPhi_tmp", "",4,dphiEdges); // W+jets MC ctrl region
TH1D* hWTau_DataC_DPhi_tmp = new TH1D("hWTau_DataC_DPhi_tmp", "",4,dphiEdges); // Data in WTau ctrl region
TH1D* hWTau_BGC_DPhi_tmp = new TH1D("hWTau_BGC_DPhi_tmp", "",4,dphiEdges); // BG in WTau ctrl region
// TEMP HISTS - Mjj
// tmp histograms - WMu
TH1D* hWMu_MCC_Mjj_tmp = new TH1D("hWMu_MCC_Mjj_tmp", "",4,MjjEdges); // W+jets MC ctrl region
TH1D* hWMu_DataC_Mjj_tmp = new TH1D("hWMu_DataC_Mjj_tmp", "",4,MjjEdges);
TH1D* hWMu_BGC_Mjj_tmp = new TH1D("hWMu_BGC_Mjj_tmp", "",4,MjjEdges);
// tmp histograms - wTau
TH1D* hWTau_MCC_Mjj_tmp = new TH1D("hWTau_MCC_Mjj_tmp", "",4,MjjEdges); // W+jets MC ctrl region
TH1D* hWTau_DataC_Mjj_tmp = new TH1D("hWTau_DataC_Mjj_tmp", "",4,MjjEdges);
TH1D* hWTau_BGC_Mjj_tmp = new TH1D("hWTau_BGC_Mjj_tmp", "",4,MjjEdges);
// TEMP HISTS - MET
// tmp histograms - WMu
TH1D* hWMu_MCC_MET_tmp = new TH1D("hWMu_MCC_MET_tmp", "",4,METEdges); // W+jets MC ctrl region
TH1D* hWMu_DataC_MET_tmp = new TH1D("hWMu_DataC_MET_tmp", "",4,METEdges);
TH1D* hWMu_BGC_MET_tmp = new TH1D("hWMu_BGC_MET_tmp", "",4,METEdges);
// tmp histograms - wTau
TH1D* hWTau_MCC_MET_tmp = new TH1D("hWTau_MCC_MET_tmp", "",4,METEdges); // W+jets MC ctrl region
TH1D* hWTau_DataC_MET_tmp = new TH1D("hWTau_DataC_MET_tmp", "",4,METEdges);
TH1D* hWTau_BGC_MET_tmp = new TH1D("hWTau_BGC_MET_tmp", "",4,METEdges);
// TEMP HISTS - CenJetEt
// tmp histograms - WMu
TH1D* hWMu_MCC_CenJetEt_tmp = new TH1D("hWMu_MCC_CenJetEt_tmp", "",4,CenJetEtEdges); // W+jets MC ctrl region
TH1D* hWMu_DataC_CenJetEt_tmp = new TH1D("hWMu_DataC_CenJetEt_tmp", "",4,CenJetEtEdges);
TH1D* hWMu_BGC_CenJetEt_tmp = new TH1D("hWMu_BGC_CenJetEt_tmp", "",4,CenJetEtEdges);
// tmp histograms - wTau
TH1D* hWTau_MCC_CenJetEt_tmp = new TH1D("hWTau_MCC_CenJetEt_tmp", "",4,CenJetEtEdges); // W+jets MC ctrl region
TH1D* hWTau_DataC_CenJetEt_tmp = new TH1D("hWTau_DataC_CenJetEt_tmp", "",4,CenJetEtEdges);
TH1D* hWTau_BGC_CenJetEt_tmp = new TH1D("hWTau_BGC_CenJetEt_tmp", "",4,CenJetEtEdges);
// Weight to lumi
double weight = (dataset.isData) ? 1. : (lumi * dataset.sigma / dataset.nEvents);
if(dataset.name == "EWK_ZvvFake") weight *= constants::ratioZToNuNuZToLL;
// check it's W+Jets
bool isWJets = false;
bool isEwkW = false;
if (dataset.name == "WJets" ||
dataset.name == "W1Jets" ||
dataset.name == "W2Jets" ||
dataset.name == "W3Jets" ||
dataset.name == "W4Jets" ||
dataset.name == "EWK_Wp2Jets" ||
dataset.name == "EWK_Wm2Jets") {
std::cout << "Analysing W MC : " << dataset.name << std::endl;
std::cout << " weight : " << weight << std::endl;
if (dataset.name == "EWK_Wp2Jets" || dataset.name == "EWK_Wm2Jets") isEwkW = true;
else isWJets = true;
if(isWJets) wWeight = cuts.wWeight();
// Mu cuts
tree->Draw("vbfDPhi>>hWMu_MCC_DPhi_tmp", otherCutsTight * wWeight * cutWMu_MCC_DPhi);
tree->Draw("0.5>>hWMu_MCGen_DPhi_tmp", otherCutsTight * wWeight * cutWMu_Gen);
tree->Draw("vbfM>>hWMu_MCC_Mjj_tmp", otherCutsTight * wWeight * cutWMu_MCC_Mjj);
tree->Draw("metNoWLepton>>hWMu_MCC_MET_tmp", otherCutsTight * wWeight * cutWMu_MCC_MET);
tree->Draw("cenJetEt>>hWMu_MCC_CenJetEt_tmp", otherCutsTight * wWeight * cutWMu_MCC_CenJetEt);
hWMu_MCC_DPhi_tmp->Scale(weight);
hWMu_MCGen_DPhi_tmp->Scale(weight);
hWMu_MCC_Mjj_tmp->Scale(weight);
hWMu_MCC_MET_tmp->Scale(weight);
hWMu_MCC_CenJetEt_tmp->Scale(weight);
// add to final histogram
hWMu_MCC_DPhi->Add(hWMu_MCC_DPhi_tmp);
hWMu_MCGen_DPhi->Add(hWMu_MCGen_DPhi_tmp);
hWMu_MCC_Mjj->Add(hWMu_MCC_Mjj_tmp);
hWMu_MCC_MET->Add(hWMu_MCC_MET_tmp);
hWMu_MCC_CenJetEt->Add(hWMu_MCC_CenJetEt_tmp);
tree->Draw("vbfDPhi>>hWTau_MCC_DPhi_tmp", otherCutsVeto * wWeight * cutWTau_MCC_DPhi);
tree->Draw("0.5>>hWTau_MCGen_DPhi_tmp", otherCutsVeto * wWeight * cutWTau_Gen);
tree->Draw("vbfM>>hWTau_MCC_Mjj_tmp", otherCutsVeto * wWeight * cutWTau_MCC_Mjj);
tree->Draw("met>>hWTau_MCC_MET_tmp", otherCutsVeto * wWeight * cutWTau_MCC_MET);
tree->Draw("cenJetEt>>hWTau_MCC_CenJetEt_tmp", otherCutsVeto * wWeight * cutWTau_MCC_CenJetEt);
hWTau_MCC_DPhi_tmp->Scale(weight);
hWTau_MCGen_DPhi_tmp->Scale(weight);
hWTau_MCC_Mjj_tmp->Scale(weight);
hWTau_MCC_MET_tmp->Scale(weight);
hWTau_MCC_CenJetEt_tmp->Scale(weight);
// add to final histogram
hWTau_MCC_DPhi->Add(hWTau_MCC_DPhi_tmp);
hWTau_MCGen_DPhi->Add(hWTau_MCGen_DPhi_tmp);
hWTau_MCC_Mjj->Add(hWTau_MCC_Mjj_tmp);
hWTau_MCC_MET->Add(hWTau_MCC_MET_tmp);
hWTau_MCC_CenJetEt->Add(hWTau_MCC_CenJetEt_tmp);
} else if (dataset.isData) {
std::cout << "Analysing Data : " << dataset.name << std::endl;
// Mu region
tree->Draw("vbfDPhi>>hWMu_DataC_DPhi_tmp", cutWMu_C_DPhi);
hWMu_DataC_DPhi->Add(hWMu_DataC_DPhi_tmp);
tree->Draw("vbfM>>hWMu_DataC_Mjj_tmp", cutWMu_C_Mjj);
hWMu_DataC_Mjj->Add(hWMu_DataC_Mjj_tmp);
tree->Draw("metNoWLepton>>hWMu_DataC_MET_tmp", cutWMu_C_MET);
hWMu_DataC_MET->Add(hWMu_DataC_MET_tmp);
tree->Draw("cenJetEt>>hWMu_DataC_CenJetEt_tmp", cutWMu_C_CenJetEt);
hWMu_DataC_CenJetEt->Add(hWMu_DataC_CenJetEt_tmp);
// Tau region
tree->Draw("vbfDPhi>>hWTau_DataC_DPhi_tmp", cutWTau_C_DPhi);
hWTau_DataC_DPhi->Add(hWTau_DataC_DPhi_tmp);
tree->Draw("vbfM>>hWTau_DataC_Mjj_tmp", cutWTau_C_Mjj);
hWTau_DataC_Mjj->Add(hWTau_DataC_Mjj_tmp);
tree->Draw("met>>hWTau_DataC_MET_tmp", cutWTau_C_MET);
hWTau_DataC_MET->Add(hWTau_DataC_MET_tmp);
tree->Draw("cenJetEt>>hWTau_DataC_CenJetEt_tmp", cutWTau_C_CenJetEt);
hWTau_DataC_CenJetEt->Add(hWTau_DataC_CenJetEt_tmp);
std::cout << " N ctrl region (dphi<1) : " << hWTau_DataC_DPhi_tmp->GetBinContent(1) << " +/- " << hWTau_DataC_DPhi_tmp->GetBinError(1) << std::endl;// debug output
} else {
std::cout << "Analysing BG MC : " << dataset.name << std::endl;
std::cout << " weight : " << weight << std::endl;
if (dataset.name.compare(0,17,"SignalM125_POWHEG")== 0 || dataset.name.compare(0,3,"QCD") == 0) continue;
if(dataset.name.compare(0,3,"Zvv") != 0 && dataset.name != "EWK_ZvvFake"){ // Don't need Zvv in WMu estimates
tree->Draw("vbfDPhi>>hWMu_BGC_DPhi_tmp", otherCutsTight * cutWMu_C_DPhi);
tree->Draw("vbfM>>hWMu_BGC_Mjj_tmp", otherCutsTight * cutWMu_C_Mjj);
tree->Draw("metNoWLepton>>hWMu_BGC_MET_tmp", otherCutsTight * cutWMu_C_MET);
tree->Draw("cenJetEt>>hWMu_BGC_CenJetEt_tmp", otherCutsTight * cutWMu_C_CenJetEt);
hWMu_BGC_DPhi_tmp->Scale(weight);
hWMu_BGC_Mjj_tmp->Scale(weight);
hWMu_BGC_MET_tmp->Scale(weight);
hWMu_BGC_CenJetEt_tmp->Scale(weight);
hWMu_BGC_DPhi->Add(hWMu_BGC_DPhi_tmp);
hWMu_BGC_Mjj->Add(hWMu_BGC_Mjj_tmp);
hWMu_BGC_MET->Add(hWMu_BGC_MET_tmp);
hWMu_BGC_CenJetEt->Add(hWMu_BGC_CenJetEt_tmp);
}
// Count number of tau in control region in bg mc
tree->Draw("vbfDPhi>>hWTau_BGC_DPhi_tmp", otherCutsVeto * cutWTau_C_DPhi);
tree->Draw("vbfM>>hWTau_BGC_Mjj_tmp", otherCutsVeto * cutWTau_C_Mjj);
tree->Draw("met>>hWTau_BGC_MET_tmp", otherCutsVeto * cutWTau_C_MET);
tree->Draw("cenJetEt>>hWTau_BGC_CenJetEt_tmp", otherCutsVeto * cutWTau_C_CenJetEt);
hWTau_BGC_DPhi_tmp->Scale(weight);
hWTau_BGC_Mjj_tmp->Scale(weight);
hWTau_BGC_MET_tmp->Scale(weight);
hWTau_BGC_CenJetEt_tmp->Scale(weight);
hWTau_BGC_DPhi->Add(hWTau_BGC_DPhi_tmp);
hWTau_BGC_Mjj->Add(hWTau_BGC_Mjj_tmp);
hWTau_BGC_MET->Add(hWTau_BGC_MET_tmp);
hWTau_BGC_CenJetEt->Add(hWTau_BGC_CenJetEt_tmp);
// debug output
std::cout << " N ctrl region (dphi<1) : " << hWTau_BGC_DPhi_tmp->GetBinContent(1) << " +/- " << hWTau_BGC_DPhi_tmp->GetBinError(1) << std::endl;
std::cout << " N ctrl region (MET) : " << hWTau_BGC_MET_tmp->GetBinContent(1) << " +/- " << hWTau_BGC_MET_tmp->GetBinError(1) << std::endl;
}
// debug output
// std::cout << " N ctrl region (dphi<1) : " << hWMu_C_DPhi->GetBinContent(1) << " +/- " << hWMu_C_DPhi->GetBinError(1) << std::endl;
delete hWMu_MCC_DPhi_tmp;
delete hWMu_MCGen_DPhi_tmp;
delete hWMu_DataC_DPhi_tmp;
delete hWMu_BGC_DPhi_tmp;
delete hWTau_MCC_DPhi_tmp;
delete hWTau_MCGen_DPhi_tmp;
delete hWTau_DataC_DPhi_tmp;
delete hWTau_BGC_DPhi_tmp;
delete hWMu_MCC_Mjj_tmp;
delete hWMu_DataC_Mjj_tmp;
delete hWMu_BGC_Mjj_tmp;
delete hWTau_MCC_Mjj_tmp;
delete hWTau_DataC_Mjj_tmp;
delete hWTau_BGC_Mjj_tmp;
delete hWMu_MCC_MET_tmp;
delete hWMu_DataC_MET_tmp;
delete hWMu_BGC_MET_tmp;
delete hWTau_MCC_MET_tmp;
delete hWTau_DataC_MET_tmp;
delete hWTau_BGC_MET_tmp;
delete hWMu_MCC_CenJetEt_tmp;
delete hWMu_DataC_CenJetEt_tmp;
delete hWMu_BGC_CenJetEt_tmp;
delete hWTau_MCC_CenJetEt_tmp;
delete hWTau_DataC_CenJetEt_tmp;
delete hWTau_BGC_CenJetEt_tmp;
file->Close();
// ofile->Close();
} // end of datasets loop
//for (int i=1; i<=hWTau_BGC_DPhi->GetNbinsX(); ++i) hWTau_BGC_DPhi->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=hWMu_BGC_DPhi->GetNbinsX(); ++i) hWMu_BGC_DPhi->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=hWTau_BGC_MET->GetNbinsX(); ++i) hWTau_BGC_MET->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=hWMu_BGC_MET->GetNbinsX(); ++i) hWMu_BGC_MET->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=hWTau_BGC_CenJetEt->GetNbinsX(); ++i) hWTau_BGC_CenJetEt->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=hWMu_BGC_CenJetEt->GetNbinsX(); ++i) hWMu_BGC_CenJetEt->SetBinError(i,0.); // no stat error from mc
// W->mu
TH1D* hWMu_EstC_DPhi = new TH1D("hWMu_EstC_DPhi", "", 4, dphiEdges); // n_data - n_bg in WMu control
hWMu_EstC_DPhi->Add(hWMu_DataC_DPhi, hWMu_BGC_DPhi, 1., -1.);
TH1D* hWMu_EstC_Mjj = new TH1D("hWMu_EstC_Mjj", "", 4, MjjEdges); // n_data - n_bg in WMu control
hWMu_EstC_Mjj->Add(hWMu_DataC_Mjj, hWMu_BGC_Mjj, 1., -1.);
TH1D* hWMu_EstC_MET = new TH1D("hWMu_EstC_MET", "", 4, METEdges); // n_data - n_bg in WMu control
hWMu_EstC_MET->Add(hWMu_DataC_MET, hWMu_BGC_MET, 1., -1.);
TH1D* hWMu_EstC_CenJetEt = new TH1D("hWMu_EstC_CenJetEt", "", 4, CenJetEtEdges); // n_data - n_bg in WMu control
hWMu_EstC_CenJetEt->Add(hWMu_DataC_CenJetEt, hWMu_BGC_CenJetEt, 1., -1.);
// W->Tau
TH1D* hWTau_EstC_DPhi = new TH1D("hWTau_EstC_DPhi", "", 4, dphiEdges); // n_data - n_bg in WTau control
hWTau_EstC_DPhi->Add(hWTau_DataC_DPhi, hWTau_BGC_DPhi, 1., -1.);
TH1D* hWTau_EstC_Mjj = new TH1D("hWTau_EstC_Mjj", "", 4, MjjEdges); // n_data - n_bg in WTau control
hWTau_EstC_Mjj->Add(hWTau_DataC_Mjj, hWTau_BGC_Mjj, 1., -1.);
TH1D* hWTau_EstC_MET = new TH1D("hWTau_EstC_MET", "", 4, METEdges); // n_data - n_bg in WTau control
hWTau_EstC_MET->Add(hWTau_DataC_MET, hWTau_BGC_MET, 1., -1.);
TH1D* hWTau_EstC_CenJetEt = new TH1D("hWTau_EstC_CenJetEt", "", 4, CenJetEtEdges); // n_data - n_bg in WTau control
hWTau_EstC_CenJetEt->Add(hWTau_DataC_CenJetEt, hWTau_BGC_CenJetEt, 1., -1.);
TH1D* h_RGEN = new TH1D("h_RGEN","",1,0,1.);
h_RGEN->Divide(hWMu_MCGen_DPhi,hWTau_MCGen_DPhi,1.,1.);
TH1D* h_RVBF_DPhi = new TH1D("h_RVBF_DPhi","",4,dphiEdges);
h_RVBF_DPhi->Divide(hWTau_MCC_DPhi,hWMu_MCC_DPhi,1.,1.);
TH1D* h_RVBF_Mjj = new TH1D("h_RVBF_Mjj","",4,MjjEdges);
h_RVBF_Mjj->Divide(hWTau_MCC_Mjj,hWMu_MCC_Mjj,1.,1.);
TH1D* h_RVBF_MET = new TH1D("h_RVBF_MET","",4,METEdges);
h_RVBF_MET->Divide(hWTau_MCC_MET,hWMu_MCC_MET,1.,1.);
TH1D* h_RVBF_CenJetEt = new TH1D("h_RVBF_CenJetEt","",4,CenJetEtEdges);
h_RVBF_CenJetEt->Divide(hWTau_MCC_CenJetEt,hWMu_MCC_CenJetEt,1.,1.);
//for (int i=1; i<=h_RGEN->GetNbinsX(); ++i)h_RGEN->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=h_RVBF_DPhi->GetNbinsX(); ++i) h_RVBF_DPhi->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=h_RVBF_MET->GetNbinsX(); ++i) h_RVBF_MET->SetBinError(i,0.); // no stat error from mc
//for (int i=1; i<=h_RVBF_CenJetEt->GetNbinsX(); ++i) h_RVBF_CenJetEt->SetBinError(i,0.); // no stat error from mc
TH1D* h_R_DPhi = new TH1D("h_R_DPhi","",4,dphiEdges);
TH1D* h_R_Mjj = new TH1D("h_R_Mjj","",4,MjjEdges);
TH1D* h_R_MET = new TH1D("h_R_MET","",4,METEdges);
TH1D* h_R_CenJetEt = new TH1D("h_R_CenJetEt","",4,CenJetEtEdges);
for (int ibin = 1; ibin <= h_R_DPhi->GetNbinsX(); ++ibin){
h_R_DPhi->SetBinContent(ibin, h_RVBF_DPhi->GetBinContent(ibin) * h_RGEN->GetBinContent(1));
h_R_DPhi->SetBinError(ibin, h_R_DPhi->GetBinContent(ibin) * sqrt(pow(h_RVBF_DPhi->GetBinError(ibin)/h_RVBF_DPhi->GetBinContent(ibin),2) + pow(h_RGEN->GetBinError(1)/ h_RGEN->GetBinContent(1),2)));
}
for (int ibin = 1; ibin <= h_R_Mjj->GetNbinsX(); ++ibin){
h_R_Mjj->SetBinContent(ibin, h_RVBF_Mjj->GetBinContent(ibin) * h_RGEN->GetBinContent(1));
h_R_Mjj->SetBinError(ibin, h_R_Mjj->GetBinContent(ibin) * sqrt(pow(h_RVBF_Mjj->GetBinError(ibin)/h_RVBF_Mjj->GetBinContent(ibin),2) + pow(h_RGEN->GetBinError(1)/ h_RGEN->GetBinContent(1),2)));
}
for (int ibin = 1; ibin <= h_R_MET->GetNbinsX(); ++ibin){
h_R_MET->SetBinContent(ibin, h_RVBF_MET->GetBinContent(ibin) * h_RGEN->GetBinContent(1));
h_R_MET->SetBinError(ibin, h_R_MET->GetBinContent(ibin) * sqrt(pow(h_RVBF_MET->GetBinError(ibin)/h_RVBF_MET->GetBinContent(ibin),2) + pow(h_RGEN->GetBinError(1)/ h_RGEN->GetBinContent(1),2)));
}
for (int ibin = 1; ibin <= h_R_CenJetEt->GetNbinsX(); ++ibin){
h_R_CenJetEt->SetBinContent(ibin, h_RVBF_CenJetEt->GetBinContent(ibin) * h_RGEN->GetBinContent(1));
h_R_CenJetEt->SetBinError(ibin, h_R_CenJetEt->GetBinContent(ibin) * sqrt(pow(h_RVBF_CenJetEt->GetBinError(ibin)/h_RVBF_CenJetEt->GetBinContent(ibin),2) + pow(h_RGEN->GetBinError(1)/ h_RGEN->GetBinContent(1),2)));
}
// lets calculate some stuff
TH1D* hWTau_Prediction_DPhi = new TH1D("hWTau_Prediction_DPhi","",4,dphiEdges);
hWTau_Prediction_DPhi->Add(hWMu_EstC_DPhi,1.);
hWTau_Prediction_DPhi->Multiply(h_R_DPhi);
TH1D* hWTau_Prediction_Mjj = new TH1D("hWTau_Prediction_Mjj","",4,MjjEdges);
hWTau_Prediction_Mjj->Add(hWMu_EstC_Mjj,1.);
hWTau_Prediction_Mjj->Multiply(h_R_Mjj);
TH1D* hWTau_Prediction_MET = new TH1D("hWTau_Prediction_MET","",4,METEdges);
hWTau_Prediction_MET->Add(hWMu_EstC_MET,1.);
hWTau_Prediction_MET->Multiply(h_R_MET);
TH1D* hWTau_Prediction_CenJetEt = new TH1D("hWTau_Prediction_CenJetEt","",4,CenJetEtEdges);
hWTau_Prediction_CenJetEt->Add(hWMu_EstC_CenJetEt,1.);
hWTau_Prediction_CenJetEt->Multiply(h_R_CenJetEt);
double xsecRatio = (0.1125*0.6476)/(0.1057+(0.1125*0.1741)); // Ratio of w->Tau cross-section to w-?mu cross section (includes w->mu and w->tau->mu)
hWTau_Prediction_DPhi->Scale(xsecRatio);
hWTau_Prediction_Mjj->Scale(xsecRatio);
hWTau_Prediction_MET->Scale(xsecRatio);
hWTau_Prediction_CenJetEt->Scale(xsecRatio);
///////////////////////////
// Lots of screen output //
///////////////////////////
std::cout << std::endl;
std::cout << "***************** W Tau closure test from W Mu *****************" << std::endl;
std::cout << std::endl;
std::cout << "--- Binned by DPhiJJ ---" << std::endl;
for (int a = 0; a < 4; a++){
std::cout << std::endl;
std::cout << "Bin: " << dphiEdges[a] << " < dphi < " << dphiEdges[a+1] << "" << std::endl;
std::cout << "W->mu channel" << std::endl;
std::cout << " W+jets reco'd in ctrl : " << hWMu_MCC_DPhi->GetBinContent(a+1) << " +/- " << hWMu_MCC_DPhi->GetBinError(a+1) << std::endl;
std::cout << " W+jets at gen level : " << hWMu_MCGen_DPhi->GetBinContent(a+1) << " +/- " << hWMu_MCGen_DPhi->GetBinError(a+1) << std::endl;
std::cout << " Background ctrl region : " << hWMu_BGC_DPhi->GetBinContent(a+1) << " +/- " << hWMu_BGC_DPhi->GetBinError(a+1) << std::endl;
std::cout << " Data ctrl region : " << hWMu_DataC_DPhi->GetBinContent(a+1) << " +/- " << hWMu_DataC_DPhi->GetBinError(a+1) << std::endl;
std::cout << " Data-bg ctrl region : " << hWMu_EstC_DPhi->GetBinContent(a+1) << " +/- " << hWMu_EstC_DPhi->GetBinError(a+1) << std::endl;
std::cout << std::endl;
std::cout << "W->tau channel" << std::endl;
std::cout << " W+jets reco'd in ctrl (MC estimate in ctrl) : " << hWTau_MCC_DPhi->GetBinContent(a+1) << " +/- " << hWTau_MCC_DPhi->GetBinError(a+1) << std::endl;
std::cout << " W+jets at gen level : " << hWTau_MCGen_DPhi->GetBinContent(a+1) << " +/- " << hWTau_MCGen_DPhi->GetBinError(a+1) << std::endl;
std::cout << " Background ctrl region : " << hWTau_BGC_DPhi->GetBinContent(a+1) << " +/- " << hWTau_BGC_DPhi->GetBinError(a+1) << std::endl;
std::cout << " Data ctrl region : " << hWTau_DataC_DPhi->GetBinContent(a+1) << " +/- " << hWTau_DataC_DPhi->GetBinError(a+1) << std::endl;
std::cout << std::endl;
std::cout << " WTau in ctrl region observed : " << hWTau_EstC_DPhi->GetBinContent(a+1) << " +/- " << hWTau_EstC_DPhi->GetBinError(a+1) << std::endl;
std::cout << std::endl;
std::cout << " Closure test: WTau from WMu : " << hWTau_Prediction_DPhi->GetBinContent(a+1) << " +/- " << hWTau_Prediction_DPhi->GetBinError(a+1) << std::endl;
std::cout << std::endl;
}
std::cout << std::endl;
std::cout << "--- Binned by Mjj ---" << std::endl;
for (int b = 0; b < 4; b++) {
std::cout << std::endl;
std::cout << "Bin: " << MjjEdges[b] << " < Mjj < " << MjjEdges[b+1] << "" << std::endl;
std::cout << "W->mu channel" << std::endl;
std::cout << " W+jets reco'd in ctrl : " << hWMu_MCC_Mjj->GetBinContent(b+1) << " +/- " << hWMu_MCC_Mjj->GetBinError(b+1) << std::endl;
std::cout << " Background ctrl region : " << hWMu_BGC_Mjj->GetBinContent(b+1) << " +/- " << hWMu_BGC_Mjj->GetBinError(b+1) << std::endl;
std::cout << " Data ctrl region : " << hWMu_DataC_Mjj->GetBinContent(b+1) << " +/- " << hWMu_DataC_Mjj->GetBinError(b+1) << std::endl;
std::cout << " Data-bg ctrl region : " << hWMu_EstC_Mjj->GetBinContent(b+1) << " +/- " << hWMu_EstC_Mjj->GetBinError(b+1) << std::endl;
std::cout << std::endl;
std::cout << "W->tau channel" << std::endl;
std::cout << " W+jets reco'd in ctrl (MC estimate in ctrl) : " << hWTau_MCC_Mjj->GetBinContent(b+1) << " +/- " << hWTau_MCC_Mjj->GetBinError(b+1) << std::endl;
std::cout << " Background ctrl region : " << hWTau_BGC_Mjj->GetBinContent(b+1) << " +/- " << hWTau_BGC_Mjj->GetBinError(b+1) << std::endl;
std::cout << " Data ctrl region : " << hWTau_DataC_Mjj->GetBinContent(b+1) << " +/- " << hWTau_DataC_Mjj->GetBinError(b+1) << std::endl;
std::cout << std::endl;
std::cout << " WTau in ctrl region observed : " << hWTau_EstC_Mjj->GetBinContent(b+1) << " +/- " << hWTau_EstC_Mjj->GetBinError(b+1) << std::endl;
std::cout << std::endl;
std::cout << " Closure test: WTau from WMu : " << hWTau_Prediction_Mjj->GetBinContent(b+1) << " +/- " << hWTau_Prediction_Mjj->GetBinError(b+1) << std::endl;
std::cout << std::endl;
}
std::cout << std::endl;
std::cout << "--- Binned by MET ---" << std::endl;
for (int b = 0; b < 4; b++) {
std::cout << std::endl;
std::cout << "Bin: " << METEdges[b] << " < MET < " << METEdges[b+1] << "" << std::endl;
std::cout << "W->mu channel" << std::endl;
std::cout << " W+jets reco'd in ctrl : " << hWMu_MCC_MET->GetBinContent(b+1) << " +/- " << hWMu_MCC_MET->GetBinError(b+1) << std::endl;
std::cout << " Background ctrl region : " << hWMu_BGC_MET->GetBinContent(b+1) << " +/- " << hWMu_BGC_MET->GetBinError(b+1) << std::endl;
std::cout << " Data ctrl region : " << hWMu_DataC_MET->GetBinContent(b+1) << " +/- " << hWMu_DataC_MET->GetBinError(b+1) << std::endl;
std::cout << " Data-bg ctrl region : " << hWMu_EstC_MET->GetBinContent(b+1) << " +/- " << hWMu_EstC_MET->GetBinError(b+1) << std::endl;
std::cout << std::endl;
std::cout << "W->tau channel" << std::endl;
std::cout << " W+jets reco'd in ctrl (MC estimate in ctrl) : " << hWTau_MCC_MET->GetBinContent(b+1) << " +/- " << hWTau_MCC_MET->GetBinError(b+1) << std::endl;
std::cout << " Background ctrl region : " << hWTau_BGC_MET->GetBinContent(b+1) << " +/- " << hWTau_BGC_MET->GetBinError(b+1) << std::endl;
std::cout << " Data ctrl region : " << hWTau_DataC_MET->GetBinContent(b+1) << " +/- " << hWTau_DataC_MET->GetBinError(b+1) << std::endl;
std::cout << std::endl;
std::cout << " WTau in ctrl region observed : " << hWTau_EstC_MET->GetBinContent(b+1) << " +/- " << hWTau_EstC_MET->GetBinError(b+1) << std::endl;
std::cout << std::endl;
std::cout << " Closure test: WTau from WMu : " << hWTau_Prediction_MET->GetBinContent(b+1) << " +/- " << hWTau_Prediction_MET->GetBinError(b+1) << std::endl;
std::cout << std::endl;
}
std::cout << std::endl;
std::cout << "--- Binned by CenJetEt ---" << std::endl;
for (int c = 0; c<4; c++){
std::cout << std::endl;
std::cout << "Bin: " << CenJetEtEdges[c] << " < Central Jet Et < " << CenJetEtEdges[c+1] << "" << std::endl;
std::cout << "W->mu channel" << std::endl;
std::cout << " W+jets reco'd in ctrl : " << hWMu_MCC_CenJetEt->GetBinContent(c+1) << " +/- " << hWMu_MCC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << " Background ctrl region : " << hWMu_BGC_CenJetEt->GetBinContent(c+1) << " +/- " << hWMu_BGC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << " Data ctrl region : " << hWMu_DataC_CenJetEt->GetBinContent(c+1) << " +/- " << hWMu_DataC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << " Data-bg ctrl region : " << hWMu_EstC_CenJetEt->GetBinContent(c+1) << " +/- " << hWMu_EstC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << std::endl;
std::cout << "W->tau channel" << std::endl;
std::cout << " W+jets reco'd in ctrl (MC estimate in ctrl) : " << hWTau_MCC_CenJetEt->GetBinContent(c+1) << " +/- " << hWTau_MCC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << " Background ctrl region : " << hWTau_BGC_CenJetEt->GetBinContent(c+1) << " +/- " << hWTau_BGC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << " Data ctrl region : " << hWTau_DataC_CenJetEt->GetBinContent(c+1) << " +/- " << hWTau_DataC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << std::endl;
std::cout << " WTau in ctrl region observed : " << hWTau_EstC_CenJetEt->GetBinContent(c+1) << " +/- " << hWTau_EstC_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << std::endl;
std::cout << " Closure test: WTau from WMu : " << hWTau_Prediction_CenJetEt->GetBinContent(c+1) << " +/- " << hWTau_Prediction_CenJetEt->GetBinError(c+1) << std::endl;
std::cout << std::endl;
}
////////////////////////
// draw closure plots //
////////////////////////
std::string pdfName;
gStyle->SetOptStat(0);
gStyle->SetOptFit(111111111);
double x_dPhi[4] = {0.5, 1.4, 2.2, 2.6 + (TMath::Pi()-2.6)/2};
double ex_dPhi[4] = {0.5, 0.4, 0.4, (TMath::Pi()-2.6)/2};
double y_dPhi1[4],ey_dPhi1[4],y_dPhi2[4],ey_dPhi2[4],y_dPhi3[4],ey_dPhi3[4]; // For raw numbers - prediceted (data), observed, predicted (MC)
double frac_dPhi[4],efrac_dPhi[4]; // For Frac diff
// double MjjEdges[5] = { 800., 1100., 1400., 1800., 3000. };
double x_Mjj[4] = {900., 1100., 1500., 2400.};
double ex_Mjj[4] = {100, 100, 300, 600};
// double x_Mjj[4] = {950., 1250., 1600., 2400.};
// double ex_Mjj[4] = {150, 150, 200, 600};
double y_Mjj1[4],ey_Mjj1[4],y_Mjj2[4],ey_Mjj2[4],y_Mjj3[4],ey_Mjj3[4]; // For raw numbers - prediceted (data), observed, predicted (MC)
double frac_Mjj[4],efrac_Mjj[4]; // For Frac diff
double x_MET[4] = {125., 175., 225., 275.};
double ex_MET[4] = {25, 25, 25, 25};
double y_MET1[4],ey_MET1[4],y_MET2[4],ey_MET2[4],y_MET3[4],ey_MET3[4]; // For raw numbers - prediceted (data), observed, predicted (MC)
double frac_MET[4],efrac_MET[4]; // For Frac diff
//double x_CenJetEt[4] = {25, 55, 95, 160};
//double ex_CenJetEt[4] = {15, 15, 25, 40};
double x_CenJetEt[4] = {20., 45., 80., 125.};
double ex_CenJetEt[4] = {10, 15, 20, 25};
double y_CenJetEt1[4],ey_CenJetEt1[4],y_CenJetEt2[4],ey_CenJetEt2[4],y_CenJetEt3[4],ey_CenJetEt3[4]; // For raw numbers - prediceted (data), observed, predicted (MC)
double frac_CenJetEt[4],efrac_CenJetEt[4]; // For Frac diff
double y_syst[4],e_syst[4]; // for systematic bands
for(int i=0; i<4; ++i) {
y_syst[i] = 0.;
//e_syst[i] = sqrt( pow(0.2,2) + pow(constants::syst_WTau,2) ); // 20% from MC stats, plus whatever the current value of Tau syst from TAU ID, w-e contamination, JER etc
e_syst[i] = constants::syst_WTau;
y_dPhi1[i] = hWTau_Prediction_DPhi->GetBinContent(i+1); //Predicted WTau
ey_dPhi1[i] = hWTau_Prediction_DPhi->GetBinError(i+1);
y_dPhi2[i] = hWTau_EstC_DPhi->GetBinContent(i+1); //Observed WTau
ey_dPhi2[i] = hWTau_EstC_DPhi->GetBinError(i+1);
y_dPhi3[i] = hWTau_MCC_DPhi->GetBinContent(i+1); //MC prediction
ey_dPhi3[i] = hWTau_MCC_DPhi->GetBinError(i+1);
frac_dPhi[i] = (y_dPhi1[i]/y_dPhi2[i])-1.;
efrac_dPhi[i] = (y_dPhi1[i]/y_dPhi2[i])*sqrt(pow(ey_dPhi1[i]/y_dPhi1[i],2) + pow(ey_dPhi2[i]/y_dPhi2[i],2));
y_Mjj1[i] = hWTau_Prediction_Mjj->GetBinContent(i+1); //Predicted WTau
ey_Mjj1[i] = hWTau_Prediction_Mjj->GetBinError(i+1);
y_Mjj2[i] = hWTau_EstC_Mjj->GetBinContent(i+1); //Observed WTau
ey_Mjj2[i] = hWTau_EstC_Mjj->GetBinError(i+1);
y_Mjj3[i] = hWTau_MCC_Mjj->GetBinContent(i+1); //MC prediction
ey_Mjj3[i] = hWTau_MCC_Mjj->GetBinError(i+1);
frac_Mjj[i] = (y_Mjj1[i]/y_Mjj2[i])-1.;
efrac_Mjj[i] = (y_Mjj1[i]/y_Mjj2[i])*sqrt(pow(ey_Mjj1[i]/y_Mjj1[i],2) + pow(ey_Mjj2[i]/y_Mjj2[i],2));
y_MET1[i] = hWTau_Prediction_MET->GetBinContent(i+1); //Predicted WTau
ey_MET1[i] = hWTau_Prediction_MET->GetBinError(i+1);
y_MET2[i] = hWTau_EstC_MET->GetBinContent(i+1); //Observed WTau
ey_MET2[i] = hWTau_EstC_MET->GetBinError(i+1);
y_MET3[i] = hWTau_MCC_MET->GetBinContent(i+1); //MC prediction
ey_MET3[i] = hWTau_MCC_MET->GetBinError(i+1);
frac_MET[i] = (y_MET1[i]/y_MET2[i])-1.;
efrac_MET[i] = (y_MET1[i]/y_MET2[i])*sqrt(pow(ey_MET1[i]/y_MET1[i],2) + pow(ey_MET2[i]/y_MET2[i],2));
y_CenJetEt1[i] = hWTau_Prediction_CenJetEt->GetBinContent(i+1); //Predicted WTau
ey_CenJetEt1[i] = hWTau_Prediction_CenJetEt->GetBinError(i+1);
y_CenJetEt2[i] = hWTau_EstC_CenJetEt->GetBinContent(i+1); //Observed WTau
ey_CenJetEt2[i] = hWTau_EstC_CenJetEt->GetBinError(i+1);
y_CenJetEt3[i] = hWTau_MCC_CenJetEt->GetBinContent(i+1); //MC prediction
ey_CenJetEt3[i] = hWTau_MCC_CenJetEt->GetBinError(i+1);
frac_CenJetEt[i] = (y_CenJetEt1[i]/y_CenJetEt2[i])-1.;
efrac_CenJetEt[i] = (y_CenJetEt1[i]/y_CenJetEt2[i])*sqrt(pow(ey_CenJetEt1[i]/y_CenJetEt1[i],2) + pow(ey_CenJetEt2[i]/y_CenJetEt2[i],2));
}
TGraphErrors *gp_dPhi1 = new TGraphErrors(4,x_dPhi,y_dPhi1,ex_dPhi,ey_dPhi1);
TGraphErrors *gp_dPhi2 = new TGraphErrors(4,x_dPhi,y_dPhi2,ex_dPhi,ey_dPhi2);
TGraphErrors *gp_dPhi3 = new TGraphErrors(4,x_dPhi,y_dPhi3,ex_dPhi,ey_dPhi3);
TGraphErrors *gp_dPhiF = new TGraphErrors(4,x_dPhi,frac_dPhi,ex_dPhi,efrac_dPhi);
TGraphErrors *gp_dPhiS = new TGraphErrors(4,x_dPhi,y_syst,ex_dPhi,e_syst); // systematic error bands
TGraphErrors *gp_Mjj1 = new TGraphErrors(4,x_Mjj,y_Mjj1,ex_Mjj,ey_Mjj1);
TGraphErrors *gp_Mjj2 = new TGraphErrors(4,x_Mjj,y_Mjj2,ex_Mjj,ey_Mjj2);
TGraphErrors *gp_Mjj3 = new TGraphErrors(4,x_Mjj,y_Mjj3,ex_Mjj,ey_Mjj3);
TGraphErrors *gp_MjjF = new TGraphErrors(4,x_Mjj,frac_Mjj,ex_Mjj,efrac_Mjj);
TGraphErrors *gp_MjjS = new TGraphErrors(4,x_Mjj,y_syst,ex_Mjj,e_syst); // systematic error bands
TGraphErrors *gp_MET1 = new TGraphErrors(4,x_MET,y_MET1,ex_MET,ey_MET1);
TGraphErrors *gp_MET2 = new TGraphErrors(4,x_MET,y_MET2,ex_MET,ey_MET2);
TGraphErrors *gp_MET3 = new TGraphErrors(4,x_MET,y_MET3,ex_MET,ey_MET3);
TGraphErrors *gp_METF = new TGraphErrors(4,x_MET,frac_MET,ex_MET,efrac_MET);
TGraphErrors *gp_METS = new TGraphErrors(4,x_MET,y_syst,ex_MET,e_syst); // systematic error bands
TGraphErrors *gp_CenJetEt1 = new TGraphErrors(4,x_CenJetEt,y_CenJetEt1,ex_CenJetEt,ey_CenJetEt1);
TGraphErrors *gp_CenJetEt2 = new TGraphErrors(4,x_CenJetEt,y_CenJetEt2,ex_CenJetEt,ey_CenJetEt2);
TGraphErrors *gp_CenJetEt3 = new TGraphErrors(4,x_CenJetEt,y_CenJetEt3,ex_CenJetEt,ey_CenJetEt3);
TGraphErrors *gp_CenJetEtF = new TGraphErrors(4,x_CenJetEt,frac_CenJetEt,ex_CenJetEt,efrac_CenJetEt);
TGraphErrors *gp_CenJetEtS = new TGraphErrors(4,x_CenJetEt,y_syst,ex_CenJetEt,e_syst); // systematic error bands
TH1D *h_dPhi = new TH1D("h_dPhi", "", 1, 0, TMath::Pi()); // For axes
TH1D *h_Mjj = new TH1D("h_Mjj", "", 1, 800, 3000); // For axes
TH1D *h_MET = new TH1D("h_MET", "", 1, 100, 300); // For axes
TH1D *h_CenJetEt = new TH1D("h_CenJetEt", "", 1, 10, 150); // For axes
TPaveText *cms = new TPaveText(0.12, 0.68, 0.58 , 0.88, "NDC");
cms->SetFillColor(0);
cms->SetFillStyle(4000);
cms->SetBorderSize(0);
cms->SetLineColor(0);
cms->SetTextAlign(12);
cms->AddText("CMS Preliminary");
cms->AddText("");
cms->AddText("#sqrt{s} = 8 TeV L = 19.6 fb^{-1}");
cms->AddText("");
TCanvas canvas;
canvas.SetCanvasSize(canvas.GetWindowWidth(), 1.2*canvas.GetWindowHeight());
///////////////////
// DPhiJJ graphs //
///////////////////
// Absolute numbers
gp_dPhi1->SetTitle("");
gp_dPhi1->SetMarkerStyle(20);
gp_dPhi1->SetMarkerSize(0.9);
gp_dPhi1->SetLineColor(kRed);
gp_dPhi1->SetMarkerColor(kRed);
gp_dPhi1->GetXaxis()->SetTitle("#Delta #phi_{jj}");
gp_dPhi1->GetXaxis()->SetRangeUser(0,TMath::Pi());
gp_dPhi1->GetYaxis()->SetTitle("N(W#rightarrow #tau#nu)");
gp_dPhi1->GetYaxis()->SetTitleOffset(1.2);
gp_dPhi1->GetYaxis()->SetRangeUser(0,80);
gp_dPhi1->Draw("AP");
gp_dPhi2->SetMarkerStyle(20);
gp_dPhi2->SetMarkerSize(0.9);
gp_dPhi2->SetLineColor(kBlue);
gp_dPhi2->SetMarkerColor(kBlue);
gp_dPhi2->Draw("P same");
gp_dPhi3->SetMarkerStyle(20);
gp_dPhi3->SetMarkerSize(0.9);
gp_dPhi3->SetLineColor(kViolet);
gp_dPhi3->SetMarkerColor(kViolet);
gp_dPhi3->Draw("P same");
TLegend leg(0.12,0.67,0.32,0.87);
leg.SetBorderSize(0);
leg.SetFillColor(0);
leg.AddEntry(gp_dPhi1,"predicted (data)","P");
leg.AddEntry(gp_dPhi2,"observed (data)","P");
leg.AddEntry(gp_dPhi3,"predicted (MC)","P");
leg.Draw();
pdfName= options.oDir + std::string("/Wtaunu_dphi_num.pdf");
canvas.Print(pdfName.c_str());
// Fractional diff
h_dPhi->Draw();
h_dPhi->GetXaxis()->SetTitle("#Delta #phi_{jj}");
h_dPhi->GetYaxis()->SetTitle("#frac{Predicted - Observed}{Observed}");
h_dPhi->GetYaxis()->SetTitleOffset(1.2);
h_dPhi->GetYaxis()->SetRangeUser(-1.0,2.0);
h_dPhi->SetLineColor(kBlue);
h_dPhi->SetLineWidth(2);
h_dPhi->Draw();
gp_dPhiS->SetLineColor(kGray);
gp_dPhiS->SetLineWidth(0);
gp_dPhiS->SetFillColor(kGray);
gp_dPhiS->SetFillStyle(3001);
gp_dPhiF->SetMarkerStyle(20);
gp_dPhiF->SetMarkerSize(1.4);
gp_dPhiF->SetMarkerColor(kBlue);
gp_dPhiF->SetLineWidth(2);
TF1 *f_dPhi = new TF1("f_dPhi","pol0",0,2.6); //To do a fit in first 3 bins only
gp_dPhiF->Fit("f_dPhi","R");
h_dPhi->Draw();
gp_dPhiS->Draw("2 same");
gp_dPhiF->Draw("P same");
TLegend leg2_dphi(0.12,0.67,0.40,0.87);
leg2_dphi.SetBorderSize(0);
leg2_dphi.SetFillColor(0);
leg2_dphi.AddEntry(f_dPhi,"pol0 fit (0 < #Delta #phi_{jj} < 2.6)","l");
leg2_dphi.AddEntry(gp_dPhiS,"Systematic error","f");
leg2_dphi.Draw();
pdfName= options.oDir + std::string("/Wtaunu_dphi_frac.pdf");
canvas.Print(pdfName.c_str());
////////////////
// Mjj graphs //
////////////////
gp_Mjj1->SetTitle("");
gp_Mjj1->SetMarkerStyle(20);
gp_Mjj1->SetMarkerSize(0.9);
gp_Mjj1->SetLineColor(kRed);
gp_Mjj1->SetMarkerColor(kRed);
gp_Mjj1->GetXaxis()->SetTitle("M_{jj} [GeV]");
gp_Mjj1->GetXaxis()->SetRangeUser(800.,3000.);
gp_Mjj1->GetYaxis()->SetTitle("N(W#rightarrow #tau#nu)");
gp_Mjj1->GetYaxis()->SetTitleOffset(1.2);
gp_Mjj1->GetYaxis()->SetRangeUser(0.,50.);
gp_Mjj1->Draw("AP");
gp_Mjj2->SetMarkerStyle(20);
gp_Mjj2->SetMarkerSize(0.9);
gp_Mjj2->SetLineColor(kBlue);
gp_Mjj2->SetMarkerColor(kBlue);
gp_Mjj2->Draw("P same");
gp_Mjj3->SetMarkerStyle(20);
gp_Mjj3->SetMarkerSize(0.9);
gp_Mjj3->SetLineColor(kViolet);
gp_Mjj3->SetMarkerColor(kViolet);
gp_Mjj3->Draw("P same");
leg.Draw();
pdfName= options.oDir + std::string("/Wtaunu_mjj_num.pdf");
canvas.Print(pdfName.c_str());
h_Mjj->Draw();
h_Mjj->GetXaxis()->SetTitle("M_{jj} [GeV]");
h_Mjj->GetYaxis()->SetTitle("#frac{Predicted - Observed}{Observed}");
h_Mjj->GetYaxis()->SetTitleOffset(1.2);
h_Mjj->GetYaxis()->SetRangeUser(-3.0,10.0);
h_Mjj->SetLineColor(kBlue);
h_Mjj->SetLineWidth(2);
h_Mjj->Draw();
gp_MjjS->SetLineColor(kGray);
gp_MjjS->SetLineWidth(0);
gp_MjjS->SetFillColor(kGray);
gp_MjjS->SetFillStyle(3001);
gp_MjjF->SetMarkerStyle(20);
gp_MjjF->SetMarkerSize(1.4);
gp_MjjF->SetMarkerColor(kBlue);
gp_MjjF->SetLineWidth(2);
TF1 *f_Mjj = new TF1("f_Mjj","pol0",800,3000);
gp_MjjF->Fit("f_Mjj","R");
h_Mjj->Draw();
gp_MjjS->Draw("2 same");
gp_MjjF->Draw("P same");
TLegend leg2_mjj(0.12,0.67,0.40,0.87);
leg2_mjj.SetBorderSize(0);
leg2_mjj.SetFillColor(0);
leg2_mjj.AddEntry(f_Mjj,"pol0 fit","l");
leg2_mjj.AddEntry(gp_MjjS,"Systematic error","f");
leg2_mjj.Draw();
pdfName= options.oDir + std::string("/Wtaunu_mjj_frac.pdf");
canvas.Print(pdfName.c_str());
////////////////
// MET graphs //
////////////////
gp_MET1->SetTitle("");
gp_MET1->SetMarkerStyle(20);
gp_MET1->SetMarkerSize(0.9);
gp_MET1->SetLineColor(kRed);
gp_MET1->SetMarkerColor(kRed);
gp_MET1->GetXaxis()->SetTitle("E_{T}^{miss} [GeV]");
gp_MET1->GetXaxis()->SetRangeUser(100,300);
gp_MET1->GetYaxis()->SetTitle("N(W#rightarrow #tau#nu)");
gp_MET1->GetYaxis()->SetTitleOffset(1.2);
gp_MET1->GetYaxis()->SetRangeUser(0,40);
gp_MET1->Draw("AP");
gp_MET2->SetMarkerStyle(20);
gp_MET2->SetMarkerSize(0.9);
gp_MET2->SetLineColor(kBlue);
gp_MET2->SetMarkerColor(kBlue);
gp_MET2->Draw("P same");
gp_MET3->SetMarkerStyle(20);
gp_MET3->SetMarkerSize(0.9);
gp_MET3->SetLineColor(kViolet);
gp_MET3->SetMarkerColor(kViolet);
gp_MET3->Draw("P same");
leg.Draw();
pdfName= options.oDir + std::string("/Wtaunu_met_num.pdf");
canvas.Print(pdfName.c_str());
h_MET->Draw();
h_MET->GetXaxis()->SetTitle("E_{T}^{miss} [GeV]");
h_MET->GetYaxis()->SetTitle("#frac{Predicted - Observed}{Observed}");
h_MET->GetYaxis()->SetTitleOffset(1.2);
h_MET->GetYaxis()->SetRangeUser(-3.0,5.0);
h_MET->SetLineColor(kBlue);
h_MET->SetLineWidth(2);
h_MET->Draw();
gp_METS->SetLineColor(kGray);
gp_METS->SetLineWidth(0);
gp_METS->SetFillColor(kGray);
gp_METS->SetFillStyle(3001);
gp_METF->SetMarkerStyle(20);
gp_METF->SetMarkerSize(1.4);
gp_METF->SetMarkerColor(kBlue);
gp_METF->SetLineWidth(2);
TF1 *f_MET = new TF1("f_MET","pol0",100,300);
gp_METF->Fit("f_MET","R");
h_MET->Draw();
gp_METS->Draw("2 same");
gp_METF->Draw("P same");
TLegend leg2_met(0.12,0.67,0.40,0.87);
leg2_met.SetBorderSize(0);
leg2_met.SetFillColor(0);
leg2_met.AddEntry(f_MET,"pol0 fit","l");
leg2_met.AddEntry(gp_METS,"Systematic error","f");
leg2_met.Draw();
pdfName= options.oDir + std::string("/Wtaunu_met_frac.pdf");
canvas.Print(pdfName.c_str());
/////////////////////
// CenJetEt graphs //
/////////////////////
gp_CenJetEt1->SetTitle("");
gp_CenJetEt1->SetMarkerStyle(20);
gp_CenJetEt1->SetMarkerSize(0.9);
gp_CenJetEt1->SetLineColor(kRed);
gp_CenJetEt1->SetMarkerColor(kRed);
gp_CenJetEt1->GetXaxis()->SetTitle("Central Jet E_{T} [Gev]");
gp_CenJetEt1->GetXaxis()->SetRangeUser(10,150);
gp_CenJetEt1->GetYaxis()->SetTitle("N(W#rightarrow #tau#nu)");
gp_CenJetEt1->GetYaxis()->SetTitleOffset(1.2);
gp_CenJetEt1->GetYaxis()->SetRangeUser(0,40);
gp_CenJetEt1->Draw("AP");
gp_CenJetEt2->SetMarkerStyle(20);
gp_CenJetEt2->SetMarkerSize(0.9);
gp_CenJetEt2->SetLineColor(kBlue);
gp_CenJetEt2->SetMarkerColor(kBlue);
gp_CenJetEt2->Draw("P same");
gp_CenJetEt3->SetMarkerStyle(20);
gp_CenJetEt3->SetMarkerSize(0.9);
gp_CenJetEt3->SetLineColor(kViolet);
gp_CenJetEt3->SetMarkerColor(kViolet);
gp_CenJetEt3->Draw("P same");
leg.Draw();
pdfName= options.oDir + std::string("/Wtaunu_CenJetEt_num.pdf");
canvas.Print(pdfName.c_str());
h_CenJetEt->Draw();
h_CenJetEt->GetXaxis()->SetTitle("Central Jet E_{T} [Gev]");
h_CenJetEt->GetYaxis()->SetTitle("#frac{Predicted - Observed}{Observed}");
h_CenJetEt->GetYaxis()->SetTitleOffset(1.2);
h_CenJetEt->GetYaxis()->SetRangeUser(-3.0,5.0);
h_CenJetEt->SetLineColor(kBlue);
h_CenJetEt->SetLineWidth(2);
h_CenJetEt->Draw();
gp_CenJetEtS->SetLineColor(kGray);
gp_CenJetEtS->SetLineWidth(0);
gp_CenJetEtS->SetFillColor(kGray);
gp_CenJetEtS->SetFillStyle(3001);
gp_CenJetEtF->SetMarkerStyle(20);
gp_CenJetEtF->SetMarkerSize(1.4);
gp_CenJetEtF->SetMarkerColor(kBlue);
gp_CenJetEtF->SetLineWidth(2);
TF1 *f_CenJetEt = new TF1("f_CenJetEt","pol0",10,150);
gp_CenJetEtF->Fit("f_CenJetEt","R");
h_CenJetEt->Draw();
gp_CenJetEtS->Draw("2 same");
gp_CenJetEtF->Draw("P same");
TLegend leg2_cenjet(0.12,0.67,0.40,0.87);
leg2_cenjet.SetBorderSize(0);
leg2_cenjet.SetFillColor(0);
leg2_cenjet.AddEntry(f_CenJetEt,"pol0 fit","l");
leg2_cenjet.AddEntry(gp_CenJetEtS,"Systematic error","f");
leg2_cenjet.Draw();
pdfName= options.oDir + std::string("/Wtaunu_CenJetEt_frac.pdf");
canvas.Print(pdfName.c_str());
}
