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ghammad |
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#include "/home/gregory/Analysis/TtSemiLeptonic/tdrstyle.C"
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#include "map.h"
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void EfficiencyPlot(){
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//using namespace std;
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//
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// load framework libraries
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//
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//gSystem->Load( "libFWCoreFWLite" );
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//AutoLibraryLoader::enable();
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//
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// Set P-TDR plots style
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//
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setTDRStyle();
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//TFile *InputFile = TFile::Open("../rootfiles/multijets_EvtSelect_NonIso_4jetsPt30_JetComb_MediumBtagging_obs.root");
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//TFile *InputFile = TFile::Open("../rootfiles/multijets_EvtSelect_NonIso_VetoIso_4jetsPt30_JetComb_MediumBtagging_obs.root");
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TFile *InputFile = TFile::Open("../rootfiles/allprocesses_EvtSelect_NonIso_VetoIso_4jetsPt30_JetComb_MediumBtagging_obs.root");
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//TString ControlHistoFile = "multijets_EvtSelect_NonIso_4jetsPt30_JetComb_MediumBtagging_eff.ps";
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//TString ControlHistoFile = "multijets_EvtSelect_NonIso_VetoIso_4jetsPt30_JetComb_MediumBtagging_eff.ps";
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TString ControlHistoFile = "allprocesses_EvtSelect_NonIso_VetoIso_4jetsPt30_JetComb_MediumBtagging_eff.ps";
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//TFile *OutputFile = new TFile("multijets_EvtSelect_NonIso_VetoIso_4jetsPt30_JetComb_MediumBtagging_eff.root","RECREATE");
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TFile *OutputFile = new TFile("allprocesses_EvtSelect_NonIso_VetoIso_4jetsPt30_JetComb_MediumBtagging_eff.root","RECREATE");
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bool Print = false;
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const int NbOfObs = 19;
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TString Obs[NbOfObs]={"p_{T}^{#mu}[GeV/c]","H_{T}[GeV]","H_{T}[GeV]","CaloIso[GeV]","TrackIso[GeV/c]","CaloIso/p_{T}","TrackIso/p_{T}","RelIso","|d_{0}|/#sigma","M^{l#nu}_{T}[GeV/c^{2}]","p_{T}^{rel}[GeV/c]","#DeltaR(#mu,jet)","Nb of jets (p_{T}>30GeV/c)","#eta^{#mu}","Nb of b-tagged jets ","m_{qq'} [GeV/c^{2}]","|#eta_{lead. jet}|","#Chi^{2}","M^{bl#nu}_{T}[GeV/c^{2}]"};
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TString ObsName[NbOfObs]={"MuonPt","HT","HTall","CaloIso","TrackIso","RelCaloIso","RelTrackIso","RelIso","d0Sig","MT","PtRel","DRMuJet","Njets","MuonEta","Nbjets","Mqq","EtaLeadJet","Chi2","LeptMT"};
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TString EffName[NbOfObs]={"N_{p_{T}^{#mu}<","N_{H_{T}<","N_{H_{T}^{all}<","N_{CaloIso<","N_{TrackIso<","N_{RelCaloIso<","N_{RelTrackIso<","N_{RelIso<","N_{|d0|/#sigma<","N_{M^{l#nu}_{T}<","N_{p_{T}^{rel}<","N_{#DeltaR(#mu,jet)<","N_{Njets<","N_{#eta^{#mu}<","N_{Nbjets<","N_{m_{qq'}<","N_{|#eta_{lead.jet}|<","N_{#Chi^{2}<","N_{M^{bl#nu}_{T}<"};
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TString EffNameEnd = "}/N";
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const Double_t Cuts[NbOfObs] = {30,250,300,3,2,0.1,0.1,0.1,3,20,10,0.35,4,2.0,1,150,1.8,5,125}; //Cuts on MuonPt, HT, HTall, CaloIso, TrackIso, RelCaloIso, RelTrackIso, RelIso, MET, d0...
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TString CutsValue[NbOfObs] = {"30","250","300","3","2","0.1","0.1","0.1","3","20","10","0.35","4","2.0","1","150","1.8","5","125"}; //Cuts on MuonPt, HT, HTall, CaloIso, TrackIso, RelCaloIso, RelTrackIso, RelIso, MET, d0...
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const Int_t Nbins[NbOfObs] = {13,12,13,12,12,8,8,12,20,9,7,10,10,8,10,10,8,10,10};
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Double_t MuonPt_bins[Nbins[0]+1] = {0,15,20,22,25,30,40,50,65,80,100,130,165,200};
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Double_t HT_bins[Nbins[1]+1] = {0,150,200,220,250,270,300,350,400,500,600,700,1000};
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Double_t HTall_bins[Nbins[2]+1] = {0,150,200,220,250,270,300,350,400,500,600,700,900,1200};
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Double_t CaloIso_bins[Nbins[3]+1] = {0,1,2,3,4,8,12,16,20,24,28,32,40};
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Double_t TrackIso_bins[Nbins[4]+1] = {0,1,2,3,4,8,12,16,20,24,28,32,40};
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Double_t RelCaloIso_bins[Nbins[5]+1] = {0,0.1,0.2,0.3,0.5,0.8,1.3,2,3};
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Double_t RelTrackIso_bins[Nbins[6]+1] = {0,0.1,0.2,0.3,0.5,0.8,1.3,2,3};
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Double_t RelIso_bins[Nbins[7]+1] = {0,0.05,0.08,0.12,0.2,0.4,0.7,1.0,1.5,2.0,3.0,4.0,5.0};
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Double_t d0Sig_bins[Nbins[8]+1] = {0,0.5,1.0,1.5,2.0,2.5,3.0,3.5,4.0,4.5,5,6,7,8,9,10,11,12,13,14,15};
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Double_t MT_bins[Nbins[9]+1] = {0,10,20,30,40,50,70,100,150,250};
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Double_t PtRel_bins[Nbins[10]+1] = {0,5,10,15,30,70,200,300};
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Double_t DRMuJet_bins[Nbins[11]+1] = {0,0.1,0.2,0.3,0.4,0.5,0.8,1.5,3,4,5};
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Double_t Njets_bins[Nbins[12]+1] = {0,1,2,3,4,5,6,7,8,9,10};
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Double_t MuonEta_bins[Nbins[13]+1] = {-2.4,-2.1,-1.5,-0.7,0,0.7,1.5,2.1,2.4};
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Double_t Nbjets_bins[Nbins[14]+1] = {0,1,2,3,4,5,6,7,8,9,10};
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Double_t Nmqq_bins[Nbins[15]+1] = {0,25,50,100,125,175,200,250,300,350,400};
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Double_t LeadJetEta_bins[Nbins[16]+1] = {-2.4,-2.1,-1.5,-0.7,0,0.7,1.5,2.1,2.4};
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Double_t NChi2_bins[Nbins[17]+1] = {0,2.5,5,10,12,17,20,25,30,35,40};
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Double_t Nmblv_bins[Nbins[18]+1] = {0,25,50,100,125,175,200,250,300,350,400};
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Double_t **bins = new Double_t*[NbOfObs];
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for(Int_t i=0;i<NbOfObs;i++)
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{
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bins[i] = new Double_t[Nbins[i]+1];
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}
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bins[0] = MuonPt_bins;
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bins[1] = HT_bins;
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bins[2] = HTall_bins;
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bins[3] = CaloIso_bins;
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bins[4] = TrackIso_bins;
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bins[5] = RelCaloIso_bins;
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bins[6] = RelTrackIso_bins;
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bins[7] = RelIso_bins;
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bins[8] = d0Sig_bins;
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bins[9] = MT_bins;
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bins[10] = PtRel_bins;
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bins[11]= DRMuJet_bins;
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bins[12]= Njets_bins;
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bins[13]= MuonEta_bins;
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bins[14]= Nbjets_bins;
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bins[15]= Nmqq_bins;
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bins[16]= LeadJetEta_bins;
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bins[17]= NChi2_bins;
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bins[18]= Nmblv_bins;
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//bins[12]= Pt4thJet_bins;
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std::cout<<"Initialization done"<<std::endl;
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// --------------------------------------------------------------
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// Pointers to histograms
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// --------------------------------------------------------------
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TDirectory *dir = InputFile;
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//(TDirectory*) InputFile->Get("TSAnalyser");
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TString ObsToGet = "";
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TString ObsToGet_EffX = "";
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TString ObsToGet_EffY = "";
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Int_t Index = 0;
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TH2F *hHisto2D[NbOfObs*(NbOfObs-1)/2];
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TH1F *hHistoEff[NbOfObs*(NbOfObs-1)/2][2];
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Double_t Eff_X = 0;
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Double_t Eff_Y = 0;
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Double_t S = 0;
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Double_t Ntot = 0;
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Double_t Xmin = 0;
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Double_t Ymin = 0;
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Double_t Xmax = 0;
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Double_t Ymax = 0;
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Int_t NbinsX = 0;
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Int_t NbinsY = 0;
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Int_t X0 = 0;
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Int_t Y0 = 0;
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Double_t error = 0;
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TString YaxisName = "";
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OutputFile->cd();
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TCanvas c("dummy","",1);
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c.Print(ControlHistoFile + "[");
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for(Int_t i = 0; i<NbOfObs ; i++)
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{
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for(Int_t j = i+1; j<NbOfObs ; j++)
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{
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ObsToGet = "Obs_"; ObsToGet += ObsName[i]; ObsToGet +="_vs_Obs_"; ObsToGet += ObsName[j];
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ObsToGet_EffX = ObsToGet; ObsToGet_EffX += "_EffX";
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ObsToGet_EffY = ObsToGet; ObsToGet_EffY += "_EffY";
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cout<<ObsToGet<<endl;
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hHisto2D[Index] = (TH2F *) dir->Get(ObsToGet);
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////////////////// Efficiency along the X axis /////////////////////////////
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hHistoEff[Index][0] = new TH1F(ObsToGet_EffX,ObsToGet_EffX,Nbins[i],bins[i]);
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hHistoEff[Index][0]->SetTitle("");
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hHistoEff[Index][0]->GetXaxis()->SetTitle(Obs[i]);
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YaxisName = EffName[j]; YaxisName += CutsValue[j]; YaxisName += EffNameEnd;
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hHistoEff[Index][0]->GetYaxis()->SetTitle(YaxisName);
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hHistoEff[Index][0]->GetYaxis()->SetRangeUser(0,1.1);
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//hHistoEff[Index][0]->GetYaxis()->SetRangeUser(0.5*hHistoEff[Index][0]->GetMinimum(),1.5*hHistoEff[Index][0]->GetMaximum());
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////////////////// Efficiency along the Y axis /////////////////////////////
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hHistoEff[Index][1] = new TH1F(ObsToGet_EffY,ObsToGet_EffY,Nbins[j],bins[j]);
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hHistoEff[Index][1]->SetTitle("");
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hHistoEff[Index][1]->GetXaxis()->SetTitle(Obs[j]);
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YaxisName = EffName[i]; YaxisName += CutsValue[i]; YaxisName += EffNameEnd;
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hHistoEff[Index][1]->GetYaxis()->SetTitle(YaxisName);
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hHistoEff[Index][1]->GetYaxis()->SetRangeUser(0,1.1);
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//hHistoEff[Index][1]->GetYaxis()->SetRangeUser(0.5*hHistoEff[Index][1]->GetMinimum(),1.5*hHistoEff[Index][1]->GetMaximum());
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NbinsX = hHisto2D[Index]->GetNbinsX();
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NbinsY = hHisto2D[Index]->GetNbinsY();
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Xmin = hHisto2D[Index]->GetXaxis()->GetXmin();Xmax = hHisto2D[Index]->GetXaxis()->GetXmax();
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Ymin = hHisto2D[Index]->GetYaxis()->GetXmin();Ymax = hHisto2D[Index]->GetYaxis()->GetXmax();
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X0 = NbinsX*(Cuts[i]-Xmin)/(Xmax-Xmin);
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Y0 = NbinsY*(Cuts[j]-Ymin)/(Ymax-Ymin);
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if(Print){
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std::cout<<"----------------------------------------------------------------------------------"<<std::endl;
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std::cout<<"------------------------------"<<ObsName[i]<<" vs "<<ObsName[j]<<"------------------------------"<<std::endl;
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std::cout<<"----------------------------------------------------------------------------------"<<std::endl;
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std::cout<<"--------"<<ObsName[i]<<"range = "<<Xmin<<"-"<<Xmax<<" / Cut = "<<Cuts[i]<<" / Nb of bins = "<<NbinsX<<" / X0 = "<<X0<<" --------"<<std::endl;
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std::cout<<"--------"<<ObsName[j]<<"range = "<<Ymin<<"-"<<Ymax<<" / Cut = "<<Cuts[j]<<" / Nb of bins = "<<NbinsY<<" / Y0 = "<<Y0<<" --------"<<std::endl;
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}
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if(Print) cout<<"X Binning = ";
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for(Int_t k=1; k <= Nbins[i]; k++)
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{
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if(Print) cout<<bins[i][k]<<"/";
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if(hHisto2D[Index]->Integral((bins[i][k-1]*NbinsX/Xmax)+1,bins[i][k]*NbinsX/Xmax,1,NbinsY) > 0 )
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{
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S = hHisto2D[Index]->Integral((bins[i][k-1]*NbinsX/Xmax)+1,bins[i][k]*NbinsX/Xmax,1,Y0);
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Ntot = hHisto2D[Index]->Integral((bins[i][k-1]*NbinsX/Xmax)+1,bins[i][k]*NbinsX/Xmax,1,NbinsY);
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hHistoEff[Index][0]->SetBinContent(k,S/Ntot);
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hHistoEff[Index][0]->SetBinError(k,EffError(S,Ntot));
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}
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else hHistoEff[Index][0]->SetBinContent(k,0);
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}
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if(Print) cout<<endl;
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if(Print) cout<<"Y Binning = ";
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for(Int_t k=1; k <= Nbins[j]; k++)
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{
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if(Print) cout<<bins[j][k]<<"/";
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if( hHisto2D[Index]->Integral(1 ,NbinsX,(bins[j][k-1]*NbinsY/Ymax)+1,bins[j][k]*NbinsY/Ymax) > 0 )
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{
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//S = hHisto2D[Index]->Integral(X0,NbinsX,(bins[j][k-1]*NbinsY/Ymax)+1,bins[j][k]*NbinsY/Ymax);
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S = hHisto2D[Index]->Integral(1, X0,(bins[j][k-1]*NbinsY/Ymax)+1,bins[j][k]*NbinsY/Ymax);
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Ntot = hHisto2D[Index]->Integral(1 ,NbinsX,(bins[j][k-1]*NbinsY/Ymax)+1,bins[j][k]*NbinsY/Ymax);
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hHistoEff[Index][1]->SetBinContent(k,S/Ntot);
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hHistoEff[Index][1]->SetBinError(k,EffError(S,Ntot));
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}
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else hHistoEff[Index][1]->SetBinContent(k,0);
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}
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hHistoEff[Index][0]->Draw();
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hHistoEff[Index][0]->Write(ObsToGet_EffX);
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c.Print(ControlHistoFile);
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hHistoEff[Index][1]->Draw();
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hHistoEff[Index][1]->Write(ObsToGet_EffY);
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c.Print(ControlHistoFile);
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Index++;
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}
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}
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//--------------------------------------------------------------------------------------------------------------------------------------------
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//--------------------------------------------------------------------------------------------------------------------------------------------
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//--------------------------------------------------------------------------------------------------------------------------------------------
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OutputFile->Close();
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c.Print(ControlHistoFile + "]");
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gROOT->ProcessLine(".q");
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}
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Double_t EffError(Double_t S, Double_t Total)
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{
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Double_t Eff = S/Total;
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return (sqrt(S*(1-Eff))/Total);
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}
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