Ejemplo n.º 1
0
void dataMC() {

    double xmin  =  60.0;
    double xmax  = 160.0;
    int    nbins = 200;

    TCanvas* c = new TCanvas("c", "c", 600, 600);

    std::string hfile = "/home/avartak/CMS/HMuMu/CMSSW_8_0_26_patch1/src/HMuMuAnalysis/AnalysisStep/trees/GluGlu_HToMuMu_M125_13TeV_powheg_pythia8/trim.root";
    std::string zfile = "/home/avartak/CMS/HMuMu/CMSSW_8_0_26_patch1/src/HMuMuAnalysis/AnalysisStep/trees/DYJetsToLL_M-50_TuneCUETP8M1_13TeV-amcatnloFXFX-pythia8/trim.root";
    std::string tfile = "/home/avartak/CMS/HMuMu/CMSSW_8_0_26_patch1/src/HMuMuAnalysis/AnalysisStep/trees/TTJets_Dilept_TuneCUETP8M2T4_13TeV-amcatnloFXFX-pythia8/trim.root";
    std::string dfile = "/home/avartak/CMS/HMuMu/CMSSW_8_0_26_patch1/src/HMuMuAnalysis/AnalysisStep/trees/SingleMuon/trim.root";

    TFile* fileh = new TFile(hfile.c_str());
    TFile* filez = new TFile(zfile.c_str());
    TFile* filet = new TFile(tfile.c_str());
    TFile* filed = new TFile(dfile.c_str());

    TH1F* histh = new TH1F("histh", "", nbins, xmin, xmax);
    TH1F* histz = new TH1F("histz", "", nbins, xmin, xmax);
    TH1F* histt = new TH1F("histt", "", nbins, xmin, xmax);
    TH1F* histd = new TH1F("histd", "", nbins, xmin, xmax);

    TTree* treeh = (TTree*)fileh->Get("tree");
    TTree* treez = (TTree*)filez->Get("tree");
    TTree* treet = (TTree*)filet->Get("tree");
    TTree* treed = (TTree*)filed->Get("tree");

    treez->Draw("mass>>histz", "(cat > 0) * wgt");
    treet->Draw("mass>>histt", "(cat > 0) * wgt");
    treed->Draw("mass>>histd", "(cat > 0 && (mass < 120 || mass > 130))");

    histz->SetFillColor(kCyan+1);
    histt->SetFillColor(kOrange+1);

    histz->SetLineWidth(2);
    histt->SetLineWidth(2);
    histh->SetLineWidth(2);

    histz->Add(histt);

    histz->Draw("HIST");
    histt->Draw("HIST SAME");
    histd->Draw("PE SAME");

    c->RedrawAxis();

}
Ejemplo n.º 2
0
void 
//HHH_TT_X_notag(bool scaled=true, bool log=true, float min=0.1, float max=-1., string inputfile="root/$HISTFILE", const char* directory="tauTau_$CATEGORY")
HHH_TT_X_notag(bool scaled=true, bool log=true, float min=0.1, float max=-1., string inputfile="root/$HISTFILE", const char* directory="tauTau_$CATEGORY")
{
  // defining the common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  // determine category tag
  const char* category = ""; const char* category_extra = ""; const char* category_extra2 = "";
  if(std::string(directory) == std::string("tauTau_2jet0tag")){ category = "#tau_{h}#tau_{h}";           }
  if(std::string(directory) == std::string("tauTau_2jet0tag")){ category_extra= "2-jet 0 b-tag";           }
  if(std::string(directory) == std::string("tauTau_2jet1tag"  )){ category = "#tau_{h}#tau_{h}";           }
  if(std::string(directory) == std::string("tauTau_2jet1tag"  )){ category_extra= "2-jet 1 b-tag";     }
  if(std::string(directory) == std::string("tauTau_2jet2tag"  )){ category = "#tau_{h}#tau_{h}";           }
  if(std::string(directory) == std::string("tauTau_2jet2tag"  )){ category_extra = "2-jet 2 b-tag";              }

  const char* dataset;
#ifdef MSSM
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "#scale[1.5]{CMS}  h,H,A#rightarrow#tau#tau                                 4.9 fb^{-1} (7 TeV)";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){
    if(std::string(directory).find("btag")!=std::string::npos){
      dataset = "#scale[1.5]{CMS}  h,H,A#rightarrow#tau#tau                                18.3 fb^{-1} (8 TeV)";
    }
    else{
        dataset = "#scale[1.5]{CMS}  H#rightarrow hh#rightarrow#tau#tau bb                         19.7 fb^{-1} (8 TeV)";
    }
  }
#else
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS, 19.7 fb^{-1} at 8 TeV";}
#endif
  
  // open example histogram file
  TFile* input = new TFile(inputfile.c_str());
#ifdef MSSM
  TFile* input2 = new TFile((inputfile+"_$MH_$TANB").c_str());
#endif
  TH1F* Fakes  = refill((TH1F*)input->Get(TString::Format("%s/QCD"     , directory)), "QCD"); InitHist(Fakes, "", "", TColor::GetColor(250,202,255), 1001);
  TH1F* EWK1   = refill((TH1F*)input->Get(TString::Format("%s/W"       , directory)), "W"  ); InitHist(EWK1 , "", "", TColor::GetColor(222,90,106), 1001);
  TH1F* EWK2   = refill((TH1F*)input->Get(TString::Format("%s/ZLL"      , directory)), "ZLL" ); InitHist(EWK2 , "", "", TColor::GetColor(222,90,106), 1001);
//TH1F* EWK3   = refill((TH1F*)input->Get(TString::Format("%s/ZL"      , directory)), "ZL" ); InitHist(EWK3 , "", "", TColor::GetColor(222,90,106), 1001);
  TH1F* EWK    = refill((TH1F*)input->Get(TString::Format("%s/VV"      , directory)), "VV" ); InitHist(EWK  , "", "", TColor::GetColor(222,90,106), 1001);
  TH1F* ttbar  = refill((TH1F*)input->Get(TString::Format("%s/TT"      , directory)), "TT" ); InitHist(ttbar, "", "", TColor::GetColor(155,152,204), 1001);
  TH1F* Ztt    = refill((TH1F*)input->Get(TString::Format("%s/ZTT"     , directory)), "ZTT"); InitHist(Ztt  , "", "", TColor::GetColor(248,206,104), 1001);
#ifdef MSSM
  TH1F* ggHTohhTo2Tau2B    = refill((TH1F*)input2->Get(TString::Format("%s/ggHTohhTo2Tau2B$MH" , directory)), "ggHTohhTo2Tau2B"); InitSignal(ggHTohhTo2Tau2B); ggHTohhTo2Tau2B->Scale($TANB*SIGNAL_SCALE);
 // if(std::string(directory)=="tauTau_2jet0tag") ggHTohhTo2Tau2B->Scale(4);
/*  TH1F* ggH_SM125 = refill((TH1F*)input->Get(TString::Format("%s/ggH_SM125",directory)),"ggH_SM125");InitSignal(ggH_SM125);ggH_SM125->Scale(SIGNAL_SCALE);
  TH1F* qqH_SM125 = refill((TH1F*)input->Get(TString::Format("%s/qqH_SM125",directory)),"qqH_SM125");InitSignal(qqH_SM125);qqH_SM125->Scale(SIGNAL_SCALE);
  TH1F* VH_SM125 = refill((TH1F*)input->Get(TString::Format("%s/VH_SM125",directory)),"VH_SM125");InitSignal(VH_SM125);VH_SM125->Scale(SIGNAL_SCALE);
  TH1F* WHToBB_SM125 = refill((TH1F*)input->Get(TString::Format("%s/WHToBB_SM125",directory)),"WHToBB_SM125");InitSignal(WHToBB_SM125);WHToBB_SM125->Scale(SIGNAL_SCALE);
  TH1F* ZHToBB_SM125 = refill((TH1F*)input->Get(TString::Format("%s/ZHToBB_SM125",directory)),"ZHToBB_SM125");InitSignal(ZHToBB_SM125);ZHToBB_SM125->Scale(SIGNAL_SCALE);
*/
/*
  TH1F* ggAToZhToLLTauTau = refill((TH1F*)input2->Get(TString::Format("%s/ggAToZhToLLTauTau$MH",directory)),"ggAToZhToLLTauTau"); InitSignal(ggAToZhToLLTauTau);
  TH1F* ggAToZhToLLBB = refill((TH1F*)input2->Get(TString::Format("%s/ggAToZhToLLBB$MH",directory)),"ggAToZhToLLBB"); InitSignal(ggAToZhToLLBB);
  TH1F* bbH    = refill((TH1F*)input2->Get(TString::Format("%s/bbH$MH" , directory)), "bbH"); InitSignal(bbH);
*/
#endif
#ifdef ASIMOV
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs_asimov", directory)), "data", true);
#else
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data",true);
#endif
  InitHist(data, "#bf{m_{H} [GeV]}", "#bf{dN/dm_{H} [1/GeV]}"); InitData(data);

  TH1F* ref=(TH1F*)Fakes->Clone("ref");
  ref->Add(EWK1 );
  ref->Add(EWK2 );
//ref->Add(EWK3 );
  ref->Add(EWK );
  ref->Add(ttbar);
  ref->Add(Ztt  );


  double unscaled[8];
  unscaled[0] = Fakes->Integral();
  unscaled[1] = EWK  ->Integral();
  unscaled[1]+= EWK1 ->Integral();
  unscaled[1]+= EWK2 ->Integral();
//unscaled[1]+= EWK3 ->Integral();
  unscaled[2] = ttbar->Integral();
  unscaled[3] = Ztt  ->Integral();
#ifdef MSSM
  unscaled[4] = ggHTohhTo2Tau2B  ->Integral();
/*  unscaled[5] = ggH_SM125->Integral();
  unscaled[5]+= qqH_SM125->Integral();
  unscaled[5]+= VH_SM125->Integral();
*/
/*
  unscaled[5] = ggAToZhToLLTauTau->Integral();
  unscaled[6] = ggAToZhToLLBB->Integral();
  unscaled[7] = bbH  ->Integral();
*/
#endif

  if(scaled){

/*    Fakes = refill(shape_histos(Fakes, datacard, "QCD"), "QCD");
    EWK1  = refill(shape_histos(EWK1, datacard, "W"), "W");
    EWK2  = refill(shape_histos(EWK2, datacard, "ZJ"), "ZJ");
    EWK   = refill(shape_histos(EWK, datacard, "VV"), "VV");
    ttbar = refill(shape_histos(ttbar, datacard, "TT"), "TT"); 
    Ztt   = refill(shape_histos(Ztt, datacard, "ZTT"), "ZTT"); 
#ifdef MSSM
    ggH = refill(shape_histos(ggH, datacard, "ggH$MH"), "ggH$MH"); 
    bbH = refill(shape_histos(bbH, datacard, "bbH$MH"), "bbH$MH"); 
#else
    ggH = refill(shape_histos(ggH, datacard, "ggH"), "ggH");
    qqH = refill(shape_histos(qqH, datacard, "qqH"), "qqH");
    VH  = refill(shape_histos(VH, datacard, "VH"), "VH"); 
#endif
*/
    rescale(Fakes, 7); 
    rescale(EWK1 , 3); 
    rescale(EWK2 , 4); 
  //rescale(EWK3 , 5);
    rescale(EWK  , 6); 
    rescale(ttbar, 2); 
    rescale(Ztt  , 1);
#ifdef MSSM
    rescale(ggHTohhTo2Tau2B  , 8); 
/*
    rescale(ggAToZhToLLTauTau,9);
    rescale(ggAToZhToLLBB,10);
    rescale(bbH  , 11);  
*/
#endif
  }

  TH1F* scales[8];
  scales[0] = new TH1F("scales-Fakes", "", 8, 0, 8);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (Fakes->Integral()/unscaled[0]-1.) : 0.);
  scales[1] = new TH1F("scales-EWK"  , "", 8, 0, 8);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? ((EWK  ->Integral()
					       +EWK1 ->Integral()
					       +EWK2 ->Integral()
					      //+EWK3 ->Integral()
						)/unscaled[1]-1.) : 0.);
  scales[2] = new TH1F("scales-ttbar", "", 8, 0, 8);
  scales[2]->SetBinContent(3, unscaled[2]>0 ? (ttbar->Integral()/unscaled[2]-1.) : 0.);
  scales[3] = new TH1F("scales-Ztt"  , "", 8, 0, 8);
  scales[3]->SetBinContent(4, unscaled[3]>0 ? (Ztt  ->Integral()/unscaled[3]-1.) : 0.);
#ifdef MSSM
  scales[4] = new TH1F("scales-ggHTohhTo2Tau2B"  , "", 8, 0, 8);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (ggHTohhTo2Tau2B  ->Integral()/unscaled[4]-1.) : 0.);
/*  scales[5] = new TH1F("scales-sm","",8,0,8);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? ((ggH_SM125->Integral()+qqH_SM125->Integral()+VH_SM125->Integral())/unscaled[5]-1.) : 0.);
*/
/*
  scales[5] = new TH1F("scales-ggAToZhToLLTauTau"  , "", 8, 0, 8);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (ggAToZhToLLTauTau  ->Integral()/unscaled[5]-1.) : 0.);
  scales[6] = new TH1F("scales-ggAToZhToLLBB"  , "", 8, 0, 8);
  scales[6]->SetBinContent(7, unscaled[6]>0 ? (ggAToZhToLLBB  ->Integral()/unscaled[6]-1.) : 0.);
  scales[7] = new TH1F("scales-bbH"  , "", 8, 0, 8);
  scales[7]->SetBinContent(8, unscaled[7]>0 ? (bbH  ->Integral()/unscaled[7]-1.) : 0.);
*/
#endif

//#ifdef MSSM
//  qqH_SM125->Add(ggH_SM125);
 // VH_SM125->Add(qqH_SM125);
 // Fakes->Add(VH_SM125);
//#endif
  Fakes->Add(ttbar);
  EWK1 ->Add(Fakes);
  EWK2 ->Add(Fakes );
//EWK3 ->Add(EWK2 );
//EWK  ->Add(EWK3 );
  EWK  ->Add(EWK2 );
//  ttbar->Add(EWK  );
  Ztt  ->Add(EWK);

 /*ggH_SM125->Add(qqH_SM125);
 ggH_SM125->Add(VH_SM125);
 ggH_SM125->Add(ZHToBB_SM125);
 ggH_SM125->Add(WHToBB_SM125);
*/
  //if(log){
//#ifdef MSSM
 //   ggH->Add(bbH);
//#else
 //   qqH->Add(VH );
  //  ggH->Add(qqH);
//#endif
 // }
  //else{
//#ifdef MSSM    
 //   bbH->Add(Ztt);
  //  ggH->Add(bbH);
//#else
 //   VH ->Add(Ztt);
  //  qqH->Add(VH );
   // ggH->Add(qqH);
//#endif
 // }

  /*
    Mass plot before and after fit
  */
  TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);

  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(200, data->FindBin(UPPER_EDGE)); } else{ data->GetXaxis()->SetRange(200, data->FindBin(UPPER_EDGE)); };
#else
  data->GetXaxis()->SetRange(200, data->FindBin(UPPER_EDGE));
#endif
  data->SetNdivisions(505);
  data->SetMinimum(min);
  data->SetMaximum(max>0 ? max : std::max(std::max(maximum(data, log), maximum(Ztt, log)), maximum(ggHTohhTo2Tau2B, log)));
  data->Draw("e");

  TH1F* errorBand = (TH1F*)Ztt ->Clone();
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(13);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);
  for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
    if(errorBand->GetBinContent(idx)>0){
      std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
      break;
    }
  }
  if(log){
    Ztt  ->Draw("histsame");
//    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    Fakes->Draw("histsame");
    ttbar->Draw("histsame");
//#ifdef MSSM
//    VH_SM125->Draw("histsame");
//#endif
    $DRAW_ERROR
    ggHTohhTo2Tau2B  ->Draw("histsame");
   /* ggH_SM125->SetLineColor(kRed);
    ggH_SM125->Draw("histsame");
*/
  }
  else{
    Ztt  ->Draw("histsame");
//    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    Fakes->Draw("histsame");
    ttbar->Draw("histsame");
#ifdef MSSM
    //VH_SM125->Draw("histsame");
#endif
    $DRAW_ERROR
    ggHTohhTo2Tau2B  ->Draw("histsame");
    /*ggH_SM125->SetLineColor(kRed);
    ggH_SM125->Draw("histsame");
*/
  }
  data->Draw("esame");
  canv->RedrawAxis();

  //CMSPrelim(dataset, "#tau_{h}#tau_{h}", 0.17, 0.835);
  CMSPrelim(dataset, "", 0.16, 0.835);  
#if defined MSSM
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "tlbrNDC");
  if (strcmp(category_extra2,"")!=0) chan     = new TPaveText(0.20, 0.69+0.061, 0.32, 0.74+0.161, "tlbrNDC");
#else
  TPaveText* chan     = new TPaveText(0.52, 0.35, 0.91, 0.55, "tlbrNDC");
#endif
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText(category);
  chan->AddText(category_extra);
#if defined MSSM
  if (strcmp(category_extra2,"")!=0) chan->AddText(category_extra2);
#else
  chan->AddText(category_extra2);
#endif
  chan->Draw();
/*
  TPaveText* cat      = new TPaveText(0.20, 0.71+0.061, 0.32, 0.71+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();

  TPaveText* cat2      = new TPaveText(0.20, 0.66+0.061, 0.32, 0.66+0.161, "NDC");
  cat2->SetBorderSize(   0 );
  cat2->SetFillStyle(    0 );
  cat2->SetTextAlign(   12 );
  cat2->SetTextSize ( 0.05 );
  cat2->SetTextColor(    1 );
  cat2->SetTextFont (   62 );
  cat2->AddText(category_extra2);
  cat2->Draw();
*/  
#ifdef MSSM
  TPaveText* massA      = new TPaveText(0.53, 0.44+0.061, 0.95, 0.44+0.151, "NDC");
  massA->SetBorderSize(   0 );
  massA->SetFillStyle(    0 );
  massA->SetTextAlign(   12 );
  massA->SetTextSize ( 0.03 );
  massA->SetTextColor(    1 );
  massA->SetTextFont (   62 );
  massA->AddText("MSSM m^{h}_{mod+} scenario");
  massA->AddText("m_{H}=$MH GeV, tan#beta=$TANB");
  massA->Draw();
#endif
  
#ifdef MSSM
  TLegend* leg = new TLegend(0.53, 0.60, 0.95, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(ggHTohhTo2Tau2B  , TString::Format("%0.f #times H#rightarrowhh#rightarrow#tau#taubb", SIGNAL_SCALE) , "L" );
  //leg->AddEntry(ggH_SM125, TString::Format("%0.f #times SM H(125 GeV) #rightarrow #tau#tau/bb", SIGNAL_SCALE), "L");
#endif
#ifdef ASIMOV
  leg->AddEntry(data , "sum(bkg) + H(125)"              , "LP");
#else
  leg->AddEntry(data , "Observed"                       , "LP");
#endif
  leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
  leg->AddEntry(EWK  , "Electroweak"                    , "F" );
  leg->AddEntry(Fakes, "QCD"                            , "F" );
  leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
/*#ifdef MSSM
  leg->AddEntry(VH_SM125, "SM H(125 GeV) #rightarrow #tau#tau", "F" );
#endif
*/
  $ERROR_LEGEND
  leg->Draw();

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd();

  TH1F* model = (TH1F*)Ztt ->Clone("model");
  TH1F* test1 = (TH1F*)data->Clone("test1"); 
  for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
    //the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
    model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
    model->SetBinError  (ibin+1, CONSERVATIVE_CHI2 ? 0. : model->GetBinError  (ibin+1)*model->GetBinWidth(ibin+1));
    test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
    test1->SetBinError  (ibin+1, test1->GetBinError  (ibin+1)*test1->GetBinWidth(ibin+1));
  }

double chi2prob=0.;
double chi2ndof=0.;
double ksprob=0.;
double ksprobpe=0.;

if(!BLIND_DATA){
  chi2prob = test1->Chi2Test      (model,"PUW");        std::cout << "chi2prob:" << chi2prob << std::endl;
  chi2ndof = test1->Chi2Test      (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
  ksprob   = test1->KolmogorovTest(model);              std::cout << "ksprob  :" << ksprob   << std::endl;
  ksprobpe = test1->KolmogorovTest(model,"DX");         std::cout << "ksprobpe:" << ksprobpe << std::endl;  
}
  std::vector<double> edges;
  TH1F* zero = (TH1F*)ref->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat1"); 
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    rat1->SetBinContent(ibin+1, Ztt->GetBinContent(ibin+1)>0 ? data->GetBinContent(ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
    rat1->SetBinError  (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? data->GetBinError  (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
    zero->SetBinContent(ibin+1, 0.);
    zero->SetBinError  (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? Ztt ->GetBinError  (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
  }
  float range = 0.1;
  std::sort(edges.begin(), edges.end());
  if(edges.size()>1){
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  else if (edges[edges.size()-2]>0.2) { range = 0.5; }
  else if (edges[edges.size()-2]>0.5) { range = 1.0; }
  else if (edges[edges.size()-2]>1.0) { range = 1.5; }
  else if (edges[edges.size()-2]>1.5) { range = 2.0; }
}
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+range);
  rat1->SetMinimum(-range);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  rat1->GetXaxis()->SetTitle("#bf{m_{H} [GeV]}");
  rat1->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->SetMarkerSize(0.1);
  zero->Draw("e2histsame");
  canv0->RedrawAxis();

  TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
  stat1->SetBorderSize(   0 );
  stat1->SetFillStyle(    0 );
  stat1->SetTextAlign(   12 );
  stat1->SetTextSize ( 0.05 );
  stat1->SetTextColor(    1 );
  stat1->SetTextFont (   62 );
if(!BLIND_DATA){
  stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f", chi2ndof, chi2prob));
}
  //stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f, P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
  stat1->Draw();

  /*
    Ratio After fit over Prefit
  */
  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  edges.clear();
  TH1F* rat2 = (TH1F*) Ztt->Clone("rat2");
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    rat2->SetBinContent(ibin+1, ref->GetBinContent(ibin+1)>0 ? Ztt->GetBinContent(ibin+1)/ref->GetBinContent(ibin+1) : 0);
    rat2->SetBinError  (ibin+1, ref->GetBinContent(ibin+1)>0 ? Ztt->GetBinError  (ibin+1)/ref->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    if(rat2->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat2->GetBinContent(ibin+1)-1.)+TMath::Abs(rat2->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
    }
  }
  range = 0.1;
  std::sort(edges.begin(), edges.end());
if(edges.size()>1){
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
}
#if defined MSSM
  if(!log){ rat2->GetXaxis()->SetRange(200, rat2->FindBin(UPPER_EDGE)); } else{ rat2->GetXaxis()->SetRange(200, rat2->FindBin(UPPER_EDGE)); };
#else
  rat2->GetXaxis()->SetRange(200, rat2->FindBin(UPPER_EDGE));
#endif
  rat2->SetNdivisions(505);
  rat2->SetLineColor(kRed+ 3);
  rat2->SetMarkerColor(kRed+3);
  rat2->SetMarkerSize(1.1);
  rat2->SetMaximum(+range);
  rat2->SetMinimum(-range);
  rat2->GetYaxis()->SetTitle("#bf{Postfit/Prefit-1}");
  rat2->GetYaxis()->CenterTitle();
  rat2->GetXaxis()->SetTitle("#bf{m_{H} [GeV]}");
  rat2->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->Draw("e2histsame");
  canv1->RedrawAxis();

  /*
    Relative shift per sample
  */
  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
  canv2->SetGridx();
  canv2->SetGridy();
  canv2->cd();

  InitHist  (scales[0], "", "", TColor::GetColor(250,202,255), 1001);
  InitHist  (scales[1], "", "", TColor::GetColor(222,90,106), 1001);
  InitHist  (scales[2], "", "", TColor::GetColor(155,152,204), 1001);
  InitHist  (scales[3], "", "", TColor::GetColor(248,206,104), 1001);
  InitHist(scales[4],"","",kGreen+2,1001);
/*  InitHist(scales[5],"","",kGreen+2,1001);
  InitHist(scales[6],"","",kGreen+2,1001);
  InitHist(scales[7],"","",kGreen+2,1001);
*/

  scales[0]->Draw();
  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{Fakes}");
  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{EWK}"  );
  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{ttbar}");
  scales[0]->GetXaxis()->SetBinLabel(4, "#bf{Ztt}"  );
#ifdef MSSM
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggHTohhTo2tau2B}"  );
/*
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{ggAToZhToLLTauTau}");
  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{ggAToZhToLLBB}");
  scales[0]->GetXaxis()->SetBinLabel(8, "#bf{bbH}"  );
*/
#endif
  scales[0]->SetMaximum(+0.5);
  scales[0]->SetMinimum(-0.5);
  scales[0]->GetYaxis()->CenterTitle();
  scales[0]->GetYaxis()->SetTitle("#bf{Postfit/Prefit-1}");
  scales[1]->Draw("same");
  scales[2]->Draw("same");
  scales[3]->Draw("same");
  scales[4]->Draw("same");
 /* scales[5]->Draw("same");
  scales[6]->Draw("same");
*/
  TH1F* zero_samples = (TH1F*)scales[0]->Clone("zero_samples"); zero_samples->Clear();
  zero_samples->SetBinContent(1,0.);
  zero_samples->Draw("same"); 
  canv2->RedrawAxis();

  /*
    prepare output
  */
  bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.png"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.pdf"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.eps"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  if(!log || FULLPLOTS)
  {
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
  }
  if((!log && scaled) || FULLPLOTS)
  {
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
  }

  TFile* output = new TFile(TString::Format("%s_%sfit_%s_%s.root", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"), "update");
  output->cd(); 
  data ->Write("data_obs");
  Fakes->Write("Fakes"   );
  EWK  ->Write("EWK"     );
  ttbar->Write("ttbar"   );
  Ztt  ->Write("Ztt"     );
#ifdef MSSM
  ggHTohhTo2Tau2B  ->Write("ggHTohhTo2Tau2B"     );
/*
  ggAToZhToLLTauTau->Write("ggAToZhToLLTauTau");
  ggAToZhToLLBB->Write("ggAToZhToLLBB");
  bbH  ->Write("bbH"     );
*/
#endif
  output->Close();
 
  delete errorBand;
  delete model;
  delete test1;
  delete zero;
  delete rat1;
  delete rat2;
  delete zero_samples;
  delete ref;
}
Ejemplo n.º 3
0
void test()
{	
	style();
	setLogBins(nlogfullimassbins,logfullimassmin,logfullimassmax,logfullimassbins);

	float Mhat;
	
	TCanvas* c = new TCanvas("c","c",600,400);
	c->SetLogx();
	c->SetLogy();
	c->Draw();
	c->cd();
	
	TLegend* leg = new TLegend(0.6627517,0.6846449,0.7919463,0.8261126,NULL,"brNDC");
	leg->SetFillStyle(4000); //will be transparent
	leg->SetFillColor(0);
	leg->SetTextFont(42);

	TFile fLoose("/data/hod/2011/NTUPLE/analysisLocalControl_TightLoose.root", "READ");
	TTree* tLoose = (TTree*)fLoose.Get("allCuts/allCuts_tree");
	tLoose->SetBranchAddress("Mhat",  &Mhat);
	Int_t nLoose = tLoose->GetEntries();
	TH1D* hLoose = new TH1D("hLoose","tight-loose vs. tight-tight selection;m_{#mu#mu} TeV;Events",nlogfullimassbins,logfullimassbins);
	hLoose->SetLineColor(kRed);
	hLoose->SetMarkerColor(kRed);
	hLoose->SetMarkerStyle(24);
	hLoose->SetMarkerSize(0.8);
	hLoose->SetMinimum(1.e-3);
	hLoose->SetMaximum(7.e+5);
	hLoose->GetXaxis()->SetMoreLogLabels();
	hLoose->GetXaxis()->SetNoExponent();
	leg->AddEntry(hLoose,"tight-loose","lep");
	for(Int_t i=0 ; i<nLoose ; i++)
	{
		tLoose->GetEntry(i);
		hLoose->Fill(Mhat*TeV2GeV);
	}
	
	TFile fTight("/data/hod/2011/NTUPLE/analysisLocalControl.root", "READ");
	TTree* tTight = (TTree*)fTight.Get("allCuts/allCuts_tree");
	tTight->SetBranchAddress("Mhat",  &Mhat);
	Int_t nTight = tTight->GetEntries();
	TH1D* hTight = new TH1D("hTight","tight-loose vs. tight-tight selection;m_{#mu#mu} TeV;Events",nlogfullimassbins,logfullimassbins);
	hTight->SetLineColor(kBlack);
	hTight->SetMarkerColor(kBlack);
	hTight->SetMarkerStyle(24);
	hTight->SetMarkerSize(0.8);
	hTight->SetMinimum(1.e-3);
	hTight->SetMaximum(7.e+5);
	hTight->GetXaxis()->SetMoreLogLabels();
	hTight->GetXaxis()->SetNoExponent();
	leg->AddEntry(hTight,"tight-tight","lep");
	for(Int_t i=0 ; i<nTight ; i++)
	{
		tTight->GetEntry(i);
		hTight->Fill(Mhat*TeV2GeV);
	}

	
	hTight->Draw("e1x1");
	hLoose->Draw("e1x1SAMES");
	leg->Draw("SAMES");
	c->RedrawAxis();
	c->SaveAs("plots/Wjets.png");
}
Ejemplo n.º 4
0
void 
postfit_use(const char* inputfile, const char* analysis = "SM", const char* dataset = "2011+2012", const char* extra="", const char* extra2="", float min=0.1, float max=-1., bool log=true)
{
  // defining the common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");
  // switch for MSSM/SM
  bool MSSM = std::string(analysis) == std::string("MSSM");
  // determine label
  if (std::string(dataset) == std::string("2011"     )){ dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 4.9 fb^{-1} at 7 TeV"; }
  if (std::string(dataset) == std::string("2012"     )){ dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 19.8 fb^{-1} at 8 TeV"; }
  if (std::string(dataset) == std::string("2011+2012")){ dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 4.9 fb^{-1} at 7 TeV, 19.8 fb^{-1} at 8 TeV"; }
  // determine category tag
  const char* category_extra = "";
  if(std::string(extra2) == std::string("0jet_low"  )){ category_extra = "0 jet, low p_{T}";  }
  if(std::string(extra2) == std::string("0jet_high" )){ category_extra = "0 jet, high p_{T}"; }
  if(std::string(extra2) == std::string("0jet"      )){ category_extra = "0 jet";             }
  if(std::string(extra2) == std::string("1jet_low"  )){ category_extra = "1 jet, low p_{T}";  }
  if(std::string(extra2) == std::string("1jet_high" )){ category_extra = "1 jet, high p_{T}"; }
  if(std::string(extra2) == std::string("1jet"      )){ category_extra = "1 jet";             }
  if(std::string(extra2) == std::string("vbf"       )){ category_extra = "2 jet (VBF)";       }
  if(std::string(extra2) == std::string("nobtag"    )){ category_extra = "No B-Tag";          }
  if(std::string(extra2) == std::string("btag"      )){ category_extra = "B-Tag";             }

  TFile* input = new TFile(inputfile);
  TH1F* Fakes  = refill((TH1F*)input->Get("Fakes"   ), "Fakes/QCD"); 
  TH1F* EWK    = refill((TH1F*)input->Get("EWK"     ), "EWK"      ); 
  TH1F* ttbar  = refill((TH1F*)input->Get("ttbar"   ), "ttbar"    ); 
  TH1F* Ztt    = refill((TH1F*)input->Get("Ztt"     ), "Ztt"      ); 
  TH1F* Zmm    = refill((TH1F*)input->Get("Zmm"     ), "Zmm"      ); 
  TH1F* Zee    = refill((TH1F*)input->Get("Zee"     ), "Zee"      ); 
  TH1F* ggH    = refill((TH1F*)input->Get("ggH"     ), "ggH"      ); 
  TH1F* data   = (TH1F*)input->Get("data_obs"); 
  // determine channel for etau Z->ee (EWK) will be shown separated from the rest (EWK1)
  TH1F* EWK1   = 0;
  if(std::string(extra) == std::string("e#tau_{h}")){
    EWK1 = refill((TH1F*)input->Get("EWK1"),  "EWK1");
  }
  TH1F* ggH_hww = 0;
  if(std::string(extra) == std::string("e#mu") and HWWBG){
    ggH_hww= refill((TH1F*)input->Get("ggH_hww" ), "ggH_hww"  ); 
  }
  TH1F* errorBand = (TH1F*)input->Get("errorBand");

  /* 
    mass plot before and after fit
  */
  TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);
  if(log) canv->SetLogy(1);
  // reduce the axis range if necessary for linea plots and SM
  if(MSSM && !log){ data->GetXaxis()->SetRange(0, data->FindBin(345)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(UPPER_EDGE)); };
  if(!MSSM){ data->GetXaxis()->SetRange(0, data->FindBin(345)); }
  data->SetNdivisions(505);
  data->SetMinimum(min);
  if(std::string(extra) == std::string("#mu#mu")){
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Zmm, log)));
    data->Draw("e");
    if(log){
      Zmm  ->Draw("same");
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      Fakes->Draw("same");
      EWK  ->Draw("same");
      if(ggH) ggH  ->Draw("histsame");
    }
  }
  else if(std::string(extra) == std::string("ee")){
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Zee, log)));
    data->Draw("e");
    if(log){
      Zee  ->Draw("same");
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      Fakes->Draw("same");
      EWK  ->Draw("same");
      if(ggH) ggH  ->Draw("histsame");
    }
  }
  else if(std::string(extra) == std::string("e#tau_{h}")){
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Ztt, log)));
    data->Draw("e");
    if(log){
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      EWK1 ->Draw("same");
      Fakes->Draw("same");
      if(ggH) ggH  ->Draw("histsame");
    }
    else{
      if(ggH) ggH  ->Draw("histsame");
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      EWK1 ->Draw("same");
      Fakes->Draw("same");
    } 
  }
  else if(std::string(extra) == std::string("e#mu") && HWWBG){
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(ggH_hww, log)));
    data->Draw("e");
    if(log){
      ggH_hww -> Draw("same");
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      Fakes->Draw("same");
      if(ggH) ggH  ->Draw("histsame");
    }
    else{
      if(ggH) ggH  ->Draw("histsame");
      ggH_hww -> Draw("same");
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      Fakes->Draw("same");
    } 
  }
  else{
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Ztt, log)));
    data->Draw("e");
    if(log){
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      Fakes->Draw("same");
      if(ggH) ggH  ->Draw("histsame");
    }
    else{
      if(ggH) ggH  ->Draw("histsame");
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      Fakes->Draw("same");
    } 
  }
  if(errorBand){
    errorBand->Draw("e2same");
  }
  data->Draw("esame");
  canv->RedrawAxis();




  //CMSPrelim(dataset, extra, 0.17, 0.835);
  CMSPrelim(dataset, "", 0.18, 0.835);  
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "NDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText(extra);
  chan->Draw();

  TPaveText* cat      = new TPaveText(0.20, 0.68+0.061, 0.32, 0.68+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();

  if(MSSM){
    float lower_bound = EWK1 ? 0.45 : 0.50;
    TPaveText* massA      = new TPaveText(0.55, lower_bound+0.061, 0.95, lower_bound+0.161, "NDC");
    massA->SetBorderSize(   0 );
    massA->SetFillStyle(    0 );
    massA->SetTextAlign(   12 );
    massA->SetTextSize ( 0.03 );
    massA->SetTextColor(    1 );
    massA->SetTextFont (   62 );
    massA->AddText("m^{h}_{max} (m_{A}=$MA GeV, tan#beta=$TANB)");
    massA->Draw();
  }    
  float lower_bound = EWK1 ? 0.60 : 0.65;
  TLegend* leg = new TLegend(MSSM ? 0.55 : 0.50, lower_bound, 0.93, 0.90);
  SetLegendStyle(leg);
  if(MSSM){
    leg->AddEntry(ggH  , "#phi#rightarrow#tau#tau", "L" );
  }
  else{
    if(ggH){
      if(SIGNAL_SCALE!=1){
	leg->AddEntry(ggH  , TString::Format("%.0f#timesH(125 GeV)#rightarrow#tau#tau", SIGNAL_SCALE) , "L" );
      }
      else{
	leg->AddEntry(ggH  , "H(125 GeV)#rightarrow#tau#tau" , "L" );
      }
    }
  }
  leg->AddEntry(data , "observed"                       , "LP");
  
  if(std::string(extra) == std::string("#mu#mu")){
    leg->AddEntry(Zmm  , "Z#rightarrow#mu#mu"    , "F" );
    leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
    leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
    leg->AddEntry(Fakes, "QCD"                 , "F" );
    leg->AddEntry(EWK  , "electroweak"                  , "F" );
  }
  else if(std::string(extra) == std::string("ee")){
    leg->AddEntry(Zee  , "Z#rightarrowee"        , "F" );
    leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
    leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
    leg->AddEntry(Fakes, "QCD"                 , "F" );
    leg->AddEntry(EWK  , "electroweak"                  , "F" );
  }
  else if(std::string(extra) == std::string("e#tau_{h}")){
    leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
    leg->AddEntry(EWK  , "Z#rightarrow ee"              , "F" );
    leg->AddEntry(EWK1 , "electroweak"                  , "F" );
    leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
    leg->AddEntry(Fakes, "QCD"                 , "F" );
  }
  else if(std::string(extra) == std::string("e#mu") && HWWBG){
    leg->AddEntry(ggH_hww  , "H(125 GeV)#rightarrowWW" , "F" );
    leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
    leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
    leg->AddEntry(EWK  , "electroweak"                  , "F" );
    leg->AddEntry(Fakes, "QCD"                 , "F" );
  }
  else{
    leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
    leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
    leg->AddEntry(EWK  , "electroweak"                  , "F" );
    leg->AddEntry(Fakes, "QCD"                 , "F" );
  }
  if(errorBand){
    leg->AddEntry(errorBand, "bkg. uncertainty" , "F" );
  }
  leg->Draw();

  /*
    prepare output
  */
  std::string newName = std::string(inputfile).substr(0, std::string(inputfile).find(".root"));
  canv->Print(TString::Format("%s.png", newName.c_str())); 
  canv->Print(TString::Format("%s.pdf", newName.c_str())); 
  canv->Print(TString::Format("%s.eps", newName.c_str())); 

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd(); 
  TH1F* model;
  if(CONSERVATIVE_CHI2){
    if(std::string(extra) == std::string("#mu#mu")){
      model = (TH1F*)Zmm ->Clone("model");
    }
    else if(std::string(extra) == std::string("ee")){
      model = (TH1F*)Zee ->Clone("model");
    }
    else if(std::string(extra) == std::string("e#mu") && HWWBG){
      model = (TH1F*)ggH_hww ->Clone("model");
    }
    else{  
      model = (TH1F*)Ztt ->Clone("model");
    }
  }
  else{
    model = (TH1F*)errorBand->Clone("model");
  }
  TH1F* test1 = (TH1F*)data->Clone("test1"); 
  for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
    //the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
    model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
    model->SetBinError  (ibin+1, CONSERVATIVE_CHI2 ? 0. : model->GetBinError  (ibin+1)*model->GetBinWidth(ibin+1));
    test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
    test1->SetBinError  (ibin+1, test1->GetBinError  (ibin+1)*test1->GetBinWidth(ibin+1));
  }
  double chi2prob = test1->Chi2Test      (model,"PUW");        std::cout << "chi2prob:" << chi2prob << std::endl;
  double chi2ndof = test1->Chi2Test      (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
  double ksprob   = test1->KolmogorovTest(model);              std::cout << "ksprob  :" << ksprob   << std::endl;
  double ksprobpe = test1->KolmogorovTest(model,"DX");         std::cout << "ksprobpe:" << ksprobpe << std::endl;  

  std::vector<double> edges;
  TH1F* zero = (TH1F*)Ztt->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat"); 
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    rat1->SetBinContent(ibin+1, errorBand->GetBinContent(ibin+1)>0 ? data->GetBinContent(ibin+1)/errorBand->GetBinContent(ibin+1) : 0);
    rat1->SetBinError  (ibin+1, errorBand->GetBinContent(ibin+1)>0 ? data->GetBinError  (ibin+1)/errorBand->GetBinContent(ibin+1) : 0);
    zero->SetBinContent(ibin+1, 0.);
    zero->SetBinError  (ibin+1, errorBand->GetBinContent(ibin+1)>0 ? errorBand ->GetBinError  (ibin+1)/errorBand->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
    zero->SetBinContent(ibin+1, 0.);
  }
  float range = 0.1;
  std::sort(edges.begin(), edges.end());
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+range);
  rat1->SetMinimum(-range);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  if((std::string(extra) == std::string("#mu#mu") || std::string(extra) == std::string("ee")) && !MSSM){
    rat1->GetXaxis()->SetTitle("#bf{D}");
  }
  else{
    rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
  }
  rat1->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->SetMarkerSize(0.1);
  zero->Draw("e2histsame");
  canv0->RedrawAxis();

  TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
  stat1->SetBorderSize(   0 );
  stat1->SetFillStyle(    0 );
  stat1->SetTextAlign(   12 );
  stat1->SetTextSize ( 0.05 );
  stat1->SetTextColor(    1 );
  stat1->SetTextFont (   62 );
  stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f", chi2ndof, chi2prob));
  //stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f,  P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
  stat1->Draw();

  /*
    prepare output
  */
  newName = std::string(inputfile).substr(0, std::string(inputfile).find(".root")) + "_datamc";
  canv0->Print(TString::Format("%s.png", newName.c_str())); 
  canv0->Print(TString::Format("%s.pdf", newName.c_str())); 
  canv0->Print(TString::Format("%s.eps", newName.c_str())); 
}
Ejemplo n.º 5
0
void massPlot(double lumi=-1., double maxInstLumi=-1.) {

  setTDRStyle();
  //tdrGrid(false, tdrStyle);

  writeExtraText = true;
  //extraText  = "Preliminary Simulation"; 
  //lumi_8TeV = ""; 
  int iPeriod = 2; // 1=7TeV, 2=8TeV, 3=7+8TeV, 7=7+8+13TeV 
  //int iPos=0;
  int iPos=11;
  //int iPos=22;
	
  if (lumi<0)
    lumi=LUMI;
  if (maxInstLumi<0)
    maxInstLumi=MAXINSTLUMI;
  DifferentXSLimitPlots plots(lumi);

  //mchamp index 0 is used, corresponds to 0th mass point = 100 GeV
  plots.calculateCrossSections(0,0,0,39,9);
    
  // three points on counting expt curve
  //TGraph* g_obs_gluino = plots.getMassLimitGluino();
  TGraph* g_gluino = plots.getExpMassLimitGluino();

  //TGraph* g_obs_stop = plots.getMassLimitStop();
  TGraph* g_stop = plots.getExpMassLimitStop();

  TGraph* g_obs_mchamp = plots.getMassLimitMchamp();
  TGraph* g_mchamp = plots.getExpMassLimitMchamp();

  //TGraphAsymmErrors* g_expGluino_1sig = plots.getExpMassLimitGluino1Sig();  
  //TGraphAsymmErrors* g_expGluino_2sig = plots.getExpMassLimitGluino2Sig();  

  //TGraphAsymmErrors* g_expStop_1sig = plots.getExpMassLimitStop1Sig();  
  //TGraphAsymmErrors* g_expStop_2sig = plots.getExpMassLimitStop2Sig();  

  TGraphAsymmErrors* g_exp_1sig = plots.getExpMassLimitMchamp1Sig();  
  TGraphAsymmErrors* g_exp_2sig = plots.getExpMassLimitMchamp2Sig();  

  // one point from lifetime fit
  TGraph* g_tpg = plots.getMassLimitGluinoTP();
  TGraph* g_tps = plots.getMassLimitStopTP();
  
  // theory prediction
  TGraph* g_thGluino = plots.getGluinoTheory();
  TGraph* g_thStop = plots.getStopTheory();
  TGraph* g_thMchamp = plots.getMchampTheory();
  
  TCanvas* canvas = new TCanvas("canvas","",10,10,575,500);

  Double_t x[10], yMinus[10], x2[10], y[10], yPlus[10], z[10];
  cout<<"MCHAMP LIMITS ARE: "<<endl;
  for(Int_t i=0; i<g_mchamp->GetN(); i++){
    g_mchamp->GetPoint(i, x[i], y[i]);
    yPlus[i] = g_exp_1sig->GetErrorYhigh(i);
    yMinus[i] = g_exp_1sig->GetErrorYlow(i);
    g_obs_mchamp->GetPoint(i, x2[i], z[i]);
    cout<<" mass is: "<<x[i]<<", expected limit is: "<<y[i]<<", expected +1 sigma is: "<<yPlus[i]<<", expected -1 sigma is: "<<yMinus[i]<<", observed limit is: "<<z[i]<<endl;
  }

  //canvas->SetGrid();
  canvas->SetLogy();
  
  TH1 * h;
  //h = canvas->DrawFrame(100., 1e-5, 1500., 1e6); //2DSA gluios and stops
  h = canvas->DrawFrame(100., 1e-5, 1000., 1e3); //2DSA
  //h = canvas->DrawFrame(100., 1e-5, 1000., 1e4); //1DSA
  //h->SetTitle(";m [GeV];#sigma [pb]");
  h->SetTitle(";m_{mchamp} [GeV];#sigma(pp #rightarrow mchamp mchamp) [pb]");
  //h->SetTitle(";m_{mchamp} [GeV];#sigma(pp #rightarrow mch mch) #times BF(mch #rightarrow #mu#mu)  [pb]");
  //h->SetTitle("Beamgap Expt;m_{#tilde{g}} [GeV/c^{2}]; #sigma(pp #rightarrow #tilde{g}#tilde{g}) #times BR(#tilde{g} #rightarrow g#tilde{#chi}^{0}) [pb]");
  
  // not covered region
  TBox* nc = new TBox(100., .1, 150., 5e2);
  nc->SetFillStyle(3354);
  nc->SetFillColor(kRed-4);
  //nc->Draw();
  
  /*
  // details
  //TPaveText* blurb = new TPaveText(305., 1.e1, 550., 4.5e2);
  TPaveText* blurb = new TPaveText(0.25, 0.70, 0.50, 0.92, "NDC");
  blurb->AddText("CMS Preliminary 2012");
  
  std::stringstream label;
  label<<"#int L dt = 19.7 fb^{-1}";
  blurb->AddText(label.str().c_str());
  label.str("");
  double peakInstLumi=maxInstLumi;
  int exponent=30;
  while (peakInstLumi>10) {
    peakInstLumi/=10.;
    ++exponent;
  }
  //label<<"L^{max}_{inst} = "<<peakInstLumi<<" x 10^{"<<exponent<<"} cm^{-2}s^{-1}";
  //blurb->AddText(label.str().c_str());
  //label.str("");
  label << "#sqrt{s} = " << ENERGY << " TeV";
  blurb->AddText(label.str().c_str());
  //blurb->AddText("m_{#tilde{g}} - m_{#tilde{#chi}^{0}} = 100 GeV/c^{2}");
  //blurb->AddText("m_{#tilde{t}} - m_{#tilde{#chi}^{0}} = 180 GeV/c^{2}");	
  blurb->SetTextFont(42);
  blurb->SetBorderSize(0);
  blurb->SetFillColor(0);
  blurb->SetShadowColor(0);
  blurb->SetTextAlign(12);
  blurb->SetTextSize(0.033);
  */
  
  // legend
  TBox *legbg = new TBox(600., 1.e1, 900., 4e2);
  //legbg->Draw();
  //TLegend *leg = new TLegend(600., 1.e1, 900., 4e2,"95% C.L. Limits","");
  //TLegend* leg = new TLegend(0.67, 0.70, 0.82, 0.92,"95% CL Limits:","NDC");
  /////////TLegend* leg = new TLegend(0.52, 0.70, 0.77, 0.92,"95% CL Limits:","NDC");
  TLegend* leg = new TLegend(0.45, 0.70, 0.70, 0.92,"95% CL Limits:","NDC");
  leg->SetTextSize(0.033);
  leg->SetBorderSize(0);
  leg->SetTextFont(42);
  leg->SetFillColor(0);

  leg->AddEntry(g_obs_mchamp, "Observed, 10 #mus - 1000 s", "lp");
  leg->AddEntry(g_mchamp, "Expected, 10 #mus - 1000 s", "l");
  leg->AddEntry(g_exp_1sig, "Expected #pm1#sigma, 10 #mus - 1000 s", "lf");
  leg->AddEntry(g_exp_2sig, "Expected #pm2#sigma, 10 #mus - 1000 s", "lf");
  leg->AddEntry(g_thMchamp, "LO Prediction", "l");
  /*
  leg->AddEntry(g_gluino, "Expected Gluino Limit, 10 #mus - 1000 s", "l");
  leg->AddEntry(g_thGluino, "Gluino LO Prediction", "l");
  leg->AddEntry(g_stop, "Expected Stop Limit, 10 #mus - 1000 s", "l");
  leg->AddEntry(g_thStop, "Stop LO Prediction", "l");
  */
  //leg->AddEntry(g_thGluino, "NLO+NLL #tilde{g}", "l");
  //leg->AddEntry(g_gluino, "Obs.: 10 #mus - 1000 s Counting Exp. (#tilde{g})", "l");
  //leg->AddEntry(g_tpg, "Obs.: 10 #mus Timing Profile (#tilde{g})", "l");
  //leg->AddEntry(g_thStop, "NLO+NLL #tilde{t}", "l");
  //leg->AddEntry(g_stop, "Obs.: 10 #mus - 1000 s Counting Exp. (#tilde{t})", "l");
  //leg->AddEntry(g_tps, "Obs.: 10 #mus Timing Profile (#tilde{t})", "l");
  //leg->AddEntry(graph_em, "Obs.: 10 #mus - 1000 s Counting Exp. (EM only)", "l");
  //  leg->AddEntry(graph1, "Obs.: 570 ns Counting Exp.", "l");
  leg->Draw();
  
  
  
  /*
  // gluino curves
  g_gluino->SetLineColor(kBlue);
  g_gluino->SetLineStyle(2);
  g_gluino->SetLineWidth(3);
  g_gluino->Draw("l");

  g_tpg->SetLineColor(kBlue);
  g_tpg->SetLineStyle(3);
  g_tpg->SetLineWidth(3);
  //g_tpg->Draw("l");

  // theory line
  g_thGluino->SetLineColor(kGreen);
  g_thGluino->SetLineStyle(1);
  g_thGluino->SetLineWidth(2);
  g_thGluino->SetFillStyle(3001);
  g_thGluino->SetFillColor(kGreen-4);
  g_thGluino->Draw("l3");


  
   // stop curves
  g_stop->SetLineColor(kRed);
  g_stop->SetLineStyle(2);
  g_stop->SetLineWidth(2);
  g_stop->Draw("l");

  g_tps->SetLineColor(kRed);
  g_tps->SetLineStyle(3);
  g_tps->SetLineWidth(3);
  //g_tps->Draw("l");
   
  g_thStop->SetLineColor(kOrange);
  g_thStop->SetLineStyle(1);
  g_thStop->SetLineWidth(2);
  g_thStop->SetFillStyle(3001);
  g_thStop->SetFillColor(kOrange-4);
  g_thStop->Draw("l3");
  */

  // mchamp curves
  // 2 sigma band
  g_exp_2sig->SetLineColor(0);
  g_exp_2sig->SetLineStyle(0);
  g_exp_2sig->SetLineWidth(0);
  g_exp_2sig->SetFillColor(kYellow);
  g_exp_2sig->SetFillStyle(1001);
  g_exp_2sig->Draw("3");

  // 1 sigma band 
  // g_exp_1sig->SetLineColor(8);                                                                                                                                                           
  g_exp_1sig->SetLineColor(0);
  g_exp_1sig->SetLineStyle(0);
  g_exp_1sig->SetLineWidth(0);
  // g_exp_1sig->SetFillColor(8);                                                                                                                                                           
  g_exp_1sig->SetFillColor(kGreen);
  g_exp_1sig->SetFillStyle(1001);
  // g_exp_1sig->SetFillStyle(3005);                                                                                                                                                        
  g_exp_1sig->Draw("3");
  // g_exp_1sig->Draw("lX");                                                                                                                                                                

  g_obs_mchamp->SetLineStyle(1);
  g_obs_mchamp->SetLineWidth(2);
  g_obs_mchamp->SetMarkerStyle(20);
  g_obs_mchamp->SetMarkerSize(1);
  g_obs_mchamp->Draw("pl");

  //g_mchamp->SetLineColor(kBlue);
  g_mchamp->SetLineStyle(2);
  //g_mchamp->SetLineStyle(1);
  g_mchamp->SetLineWidth(3);
  g_mchamp->SetMarkerStyle(20);
  g_mchamp->SetMarkerSize(1);
  g_mchamp->Draw("l");

  // theory line
  g_thMchamp->SetLineColor(kRed);
  g_thMchamp->SetLineStyle(1);
  g_thMchamp->SetLineWidth(2);
  g_thMchamp->SetFillStyle(3001);
  g_thMchamp->SetFillColor(kRed-4);
  g_thMchamp->Draw("l3");

  // theory line label
  TLatex* th = new TLatex(480., 4., "NLO+NLL #tilde{g}");
  th->SetTextColor(kBlue);
  th->SetTextFont(42);
  th->SetTextSize(0.035);
  //th->Draw();

  TLatex* ths = new TLatex(330., 2., "NLO+NLL #tilde{t}");
  ths->SetTextColor(kRed);
  ths->SetTextFont(42);
  ths->SetTextSize(0.035);
  //ths->Draw();

  TLatex* thm = new TLatex(480., 4., "NLO+NLL mchamp");
  //thm->SetTextColor(kBlue);
  thm->SetTextFont(42);
  thm->SetTextSize(0.035);
  //thm->Draw();

  // not explored label
  TText* ne = new TText(125., .2, "Not Sensitive");
  ne->SetTextColor(kRed+1);
  ne->SetTextFont(42);
  ne->SetTextAngle(90);
  ne->SetTextSize(0.035);
  //ne->Draw();

  //blurb->Draw();

  canvas->RedrawAxis();

  CMS_lumi(canvas, iPeriod, iPos);

  canvas->Print("massLimit.pdf");
  canvas->Print("massLimit.png");
  canvas->Print("massLimit.C");

  plots.calculateIntercepts();

  TFile* fnew = new TFile("histos.root", "recreate");
  fnew->cd();
  g_obs_mchamp->Write();
  g_mchamp->Write();
  g_thMchamp->Write();

}
Ejemplo n.º 6
0
void toyMC(int nsteps = 1e6) {
    
    Float_t LA = 9.2;
    Float_t LB = 10.3;
    
    Float_t SF = 492./LB;
    Float_t eSF = TMath::Sqrt(23.*23.+19.7*19.7)/LB;
//     Float_t OF = 358./LA;
//     Float_t eOF = 27./LA;
    Float_t OF = 358./LB;
    Float_t eOF = 31./LB;
    
    Float_t SigB = 188.+238-414;
    
    
    TH1F* hSig = new TH1F("hSig ; SF-R_{SF/OF}#timesOF ; ","Signal component",600,-100.,500.);
    
    hSig->SetLineColor(kRed+2);
    
    TRandom3* ran = new TRandom3();
    
    for ( int i=0; i<nsteps; ++i ) {
        
        Float_t nBSF = ran->Gaus(SF*LB,eSF*LB);
        Float_t nBOF = ran->Gaus(OF*LB,eOF*LB);
        Float_t rsfof = ran->Gaus(1.0,0.05);
        
        hSig->Fill(nBSF-nBOF*rsfof);
        
    }
    
    
    TCanvas* mycan = new TCanvas("mycan","",100,10,900,600);
    mycan->SetLogy();
    TH1F* hSigNorm = hSig->DrawNormalized("");
    hSigNorm->SetMinimum(1e-5);
    hSigNorm->Draw();
    
    // Find 95% CL range
    float integral = 0;
    int binStart = -1;
    while ( integral <= 0.025 ) {
        ++binStart;
        integral += hSigNorm->GetBinContent(binStart);
    }
    std::cout << integral << " up to " << hSigNorm->GetBinCenter(binStart) << std::endl;
    integral = 0;
    int binEnd = hSigNorm->GetNbinsX()+2;
    while ( integral <= 0.025 ) {
        --binEnd;
        integral += hSigNorm->GetBinContent(binEnd);
    }
    std::cout << integral << " up to " << hSigNorm->GetBinCenter(binEnd) << std::endl;
    
    // Draw 95% CL
    TBox* range95 = new TBox(hSigNorm->GetBinCenter(binStart),hSigNorm->GetMinimum(),hSigNorm->GetBinCenter(binEnd),1.2*hSigNorm->GetMaximum());
    range95->SetFillColor(kBlue-9);
    range95->SetFillStyle(1000);
    range95->SetLineColor(range95->GetFillColor());
    range95->Draw();
    
    hSigNorm->SetTitle("hSigNorm; \"S\" #equiv SF - R_{SF/OF}#timesOF ; pdf");
    hSigNorm->Draw("same");
    
    std::cout << "Integrating from 0 to " << SigB << ": " << std::endl;
    std::cout << hSigNorm->Integral(0,hSigNorm->FindBin(SigB)) <<std::endl;
    
    TLegend* legend = new TLegend(0.6,0.7,0.95,0.9,"","brNDC");
    legend->SetBorderSize(0);
    legend->AddEntry(hSigNorm,"Expected \"S\" for block B","l");
    legend->AddEntry(range95,"95% region","f");
    legend->Draw();

    mycan->RedrawAxis();
    mycan->SaveAs("toyMCexp.pdf");

    TArrow* a = new TArrow(SigB,hSigNorm->GetMaximum(),SigB,hSigNorm->GetMinimum()*1.1,0.02);
    a->SetLineColor(kBlue+2);
    a->Draw();


    TLegend* legend2 = new TLegend(0.6,0.6,0.95,0.7,"","brNDC");
    legend2->SetBorderSize(0);
    legend2->AddEntry(a,"Observed (p-value 0.6%)","l");
    legend2->Draw();
    

    mycan->SaveAs("toyMC.pdf");
    
}
void 
//HTT_ET_X(bool scaled=true, bool log=true, float min=0.1, float max=-1., string inputfile="root/$HISTFILE", const char* directory="eleTau_$CATEGORY")
HTT_ET_X(bool scaled=true, bool log=true, float min=0.1, float max=-1., TString datacard="htt_et_1_7TeV", string inputfile="root/$HISTFILE", const char* directory="eleTau_$CATEGORY")
{
  // defining the common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  // determine category tag
  const char* category = ""; const char* category_extra = ""; const char* category_extra2 = "";
  if(std::string(directory) == std::string("eleTau_0jet_low"             )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_0jet_low"             )){ category_extra = "0-jet low p_{T}^{#tau_{h}}";          }
  if(std::string(directory) == std::string("eleTau_0jet_medium"          )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_0jet_medium"          )){ category_extra = "0-jet low p_{T}^{#tau_{h}}";       }
  if(std::string(directory) == std::string("eleTau_0jet_high"            )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_0jet_high"            )){ category_extra = "0-jet high p_{T}^{#tau_{h}}";         }
  if(std::string(directory) == std::string("eleTau_1jet_medium"          )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_1jet_medium"          )){ category_extra = "1-jet low p_{T}^{#tau_{h}}";       }
  if(std::string(directory) == std::string("eleTau_1jet_high_lowhiggs"   )){ category = "e#tau_{h}";                          }
  if(std::string(directory) == std::string("eleTau_1jet_high_lowhiggs"   )){ category_extra= "1-jet high p_{T}^{#tau_{h}}";  }
  if(std::string(directory) == std::string("eleTau_1jet_high_mediumhiggs")){ category = "e#tau_{h}";                          }
  if(std::string(directory) == std::string("eleTau_1jet_high_mediumhiggs")){ category_extra= "1-jet high p_{T}^{#tau_{h}}"; }
  if(std::string(directory) == std::string("eleTau_1jet_high_mediumhiggs")){ category_extra2= "boosted"; }
  if(std::string(directory) == std::string("eleTau_vbf"                  )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_vbf"                  )){ category_extra = "VBF tag";              }
  if(std::string(directory) == std::string("eleTau_vbf_loose"            )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_vbf_loose"            )){ category_extra = "Loose VBF tag";              }
  if(std::string(directory) == std::string("eleTau_vbf_tight"            )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_vbf_tight"            )){ category_extra = "Tight VBF tag";              }
  if(std::string(directory) == std::string("eleTau_nobtag"               )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_nobtag"               )){ category_extra = "no b-tag";     }
  if(std::string(directory) == std::string("eleTau_btag"                 )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_btag"                 )){ category_extra = "b-tag";  }        
  if(std::string(directory) == std::string("eleTau_nobtag_low"           )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_nobtag_low"           )){ category_extra = "no b-tag"; }
  if(std::string(directory) == std::string("eleTau_nobtag_low"           )){ category_extra2 = "low p_{T}^{#tau_{h}}"; }
  if(std::string(directory) == std::string("eleTau_nobtag_medium"        )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_nobtag_medium"        )){ category_extra = "no b-tag"; }
  if(std::string(directory) == std::string("eleTau_nobtag_medium"        )){ category_extra2 = "medium p_{T}^{#tau_{h}}"; }
  if(std::string(directory) == std::string("eleTau_nobtag_high"          )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_nobtag_high"          )){ category_extra = "no b-tag"; }
  if(std::string(directory) == std::string("eleTau_nobtag_high"          )){ category_extra2 = "high p_{T}^{#tau_{h}}"; }
  if(std::string(directory) == std::string("eleTau_btag_low"             )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_btag_low"             )){ category_extra = "b-tag"; }
  if(std::string(directory) == std::string("eleTau_btag_low"             )){ category_extra2 = "low p_{T}^{#tau_{h}}"; }
  if(std::string(directory) == std::string("eleTau_btag_high"            )){ category = "e#tau_{h}";          }
  if(std::string(directory) == std::string("eleTau_btag_high"            )){ category_extra = "b-tag"; }
  if(std::string(directory) == std::string("eleTau_btag_high"            )){ category_extra2 = "high p_{T}^{#tau_{h}}"; }

  const char* dataset;
#ifdef MSSM
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "#scale[1.5]{CMS}  h,H,A#rightarrow#tau#tau                                 4.9 fb^{-1} (7 TeV)";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "#scale[1.5]{CMS}  h,H,A#rightarrow#tau#tau                                19.7 fb^{-1} (8 TeV)";}
#else
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "CMS, 4.9 fb^{-1} at 7 TeV";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS, 19.7 fb^{-1} at 8 TeV";}
#endif
  
  TFile* input = new TFile(inputfile.c_str());
#ifdef MSSM
  TFile* input2 = new TFile((inputfile+"_$MA_$TANB").c_str());
#endif
  TH1F* Fakes  = refill((TH1F*)input->Get(TString::Format("%s/QCD"     , directory)), "QCD"); InitHist(Fakes, "", "", TColor::GetColor(250,202,255), 1001); 
  TH1F* EWK0   = refill((TH1F*)input->Get(TString::Format("%s/VV"      , directory)), "VV" ); InitHist(EWK0 , "", "", TColor::GetColor(222,90,106), 1001);
  TH1F* EWK1   = refill((TH1F*)input->Get(TString::Format("%s/W"       , directory)), "W"  ); InitHist(EWK1 , "", "", TColor::GetColor(222,90,106), 1001);
#ifdef EXTRA_SAMPLES
  TH1F* EWK2   = refill((TH1F*)input->Get(TString::Format("%s/ZJ"      , directory)), "ZJ" ); InitHist(EWK2 , "", "", TColor::GetColor(100,182,232), 1001);
  TH1F* EWK    = refill((TH1F*)input->Get(TString::Format("%s/ZL"      , directory)), "ZL" ); InitHist(EWK  , "", "", TColor::GetColor(100,182,232), 1001);
#else
  TH1F* EWK    = refill((TH1F*)input->Get(TString::Format("%s/ZLL"     , directory)), "ZLL"); InitHist(EWK  , "", "", TColor::GetColor(100,182,232), 1001);
#endif
  TH1F* ttbar  = refill((TH1F*)input->Get(TString::Format("%s/TT"      , directory)), "TT" ); InitHist(ttbar, "", "", TColor::GetColor(155,152,204), 1001);
  TH1F* Ztt    = refill((TH1F*)input->Get(TString::Format("%s/ZTT"     , directory)), "ZTT"); InitHist(Ztt  , "", "", TColor::GetColor(248,206,104), 1001);
#ifdef MSSM
  TH1F* ggH    = refill((TH1F*)input2->Get(TString::Format("%s/ggH$MA" , directory)), "ggH"); InitSignal(ggH); ggH->Scale($TANB);
  TH1F* bbH    = refill((TH1F*)input2->Get(TString::Format("%s/bbH$MA" , directory)), "bbH"); InitSignal(bbH); bbH->Scale($TANB);
#else
#ifndef DROP_SIGNAL
  TH1F* ggH    = refill((TH1F*)input->Get(TString::Format("%s/ggH125"  , directory)), "ggH"); InitSignal(ggH); ggH->Scale(SIGNAL_SCALE);
  TH1F* qqH    = refill((TH1F*)input->Get(TString::Format("%s/qqH125"  , directory)), "qqH"); InitSignal(qqH); qqH->Scale(SIGNAL_SCALE);
  TH1F* VH     = refill((TH1F*)input->Get(TString::Format("%s/VH125"   , directory)), "VH" ); InitSignal(VH ); VH ->Scale(SIGNAL_SCALE);
#endif
#endif
#ifdef ASIMOV
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs_asimov", directory)), "data", true);
#else
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data", true);
#endif
  InitHist(data, "#bf{m_{#tau#tau} [GeV]}", "#bf{dN/dm_{#tau#tau} [1/GeV]}"); InitData(data);

  TH1F* ref=(TH1F*)Fakes->Clone("ref");
  ref->Add(EWK0 );
  ref->Add(EWK1 );
#ifdef EXTRA_SAMPLES
  ref->Add(EWK2 );
#endif
  ref->Add(EWK  );
  ref->Add(ttbar);
  ref->Add(Ztt  );

  double unscaled[7];
  unscaled[0] = Fakes->Integral();
  unscaled[1] = EWK  ->Integral();
  unscaled[1]+= EWK0 ->Integral();
  unscaled[1]+= EWK1 ->Integral();
#ifdef EXTRA_SAMPLES
  unscaled[1]+= EWK2 ->Integral();
#endif
  unscaled[2] = ttbar->Integral();
  unscaled[3] = Ztt  ->Integral();
#ifdef MSSM
  unscaled[4] = ggH  ->Integral();
  unscaled[5] = bbH  ->Integral();
  unscaled[6] = 0;
#else
#ifndef DROP_SIGNAL
  unscaled[4] = ggH  ->Integral();
  unscaled[5] = qqH  ->Integral();
  unscaled[6] = VH   ->Integral();
#endif
#endif

  if(scaled){

/*    Fakes = refill(shape_histos(Fakes, datacard, "QCD"), "QCD");
    EWK0 = refill(shape_histos(EWK0, datacard, "VV"), "VV"); 
    EWK1 = refill(shape_histos(EWK1, datacard, "W"), "W"); 
#ifdef EXTRA_SAMPLES
    EWK2 = refill(shape_histos(EWK2, datacard, "ZJ"), "ZJ");
    EWK = refill(shape_histos(EWK, datacard, "ZL"), "ZL");
#else
    //    EWK = refill(shape_histos(EWK, datacard, "ZLL"), "ZLL");
#endif
    ttbar = refill(shape_histos(ttbar, datacard, "TT"), "TT");
    Ztt = refill(shape_histos(Ztt, datacard, "ZTT"), "ZTT");
#ifdef MSSM
    ggH = refill(shape_histos(ggH, datacard, "ggH$MA"), "ggH$MA"); 
    bbH = refill(shape_histos(bbH, datacard, "bbH$MA"), "bbH$MA"); 
#else
#ifndef DROP_SIGNAL
    ggH = refill(shape_histos(ggH, datacard, "ggH"), "ggH"); 
    qqH = refill(shape_histos(qqH, datacard, "qqH"), "qqH"); 
    VH = refill(shape_histos(VH, datacard, "VH"), "VH"); 
#endif  
#endif
*/

    rescale(Fakes, 7); 
    rescale(EWK0 , 6); 
    rescale(EWK1 , 3); 
#ifdef EXTRA_SAMPLES
    rescale(EWK2 , 4); 
    rescale(EWK  , 5);
#else
    rescale(EWK  , 4);
#endif 
    rescale(ttbar, 2); 
    rescale(Ztt  , 1);
#ifdef MSSM
    rescale(ggH  , 8); 
    rescale(bbH  , 9);  
#else
#ifndef DROP_SIGNAL
    rescale(ggH  , 8); 
    rescale(qqH  , 9);  
    rescale(VH   ,10);
#endif  
#endif
  }

  TH1F* scales[7];
  scales[0] = new TH1F("scales-Fakes", "", 7, 0, 7);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (Fakes->Integral()/unscaled[0]-1.) : 0.);
  scales[1] = new TH1F("scales-EWK"  , "", 7, 0, 7);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? ((EWK  ->Integral()
					       +EWK0 ->Integral()
					       +EWK1 ->Integral()
#ifdef EXTRA_SAMPLES
					       +EWK2 ->Integral()
#endif
						)/unscaled[1]-1.) : 0.);
  scales[2] = new TH1F("scales-ttbar", "", 7, 0, 7);
  scales[2]->SetBinContent(3, unscaled[2]>0 ? (ttbar->Integral()/unscaled[2]-1.) : 0.);
  scales[3] = new TH1F("scales-Ztt"  , "", 7, 0, 7);
  scales[3]->SetBinContent(4, unscaled[3]>0 ? (Ztt  ->Integral()/unscaled[3]-1.) : 0.);
#ifdef MSSM
  scales[4] = new TH1F("scales-ggH"  , "", 7, 0, 7);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (ggH  ->Integral()/unscaled[4]-1.) : 0.);
  scales[5] = new TH1F("scales-bbH"  , "", 7, 0, 7);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (bbH  ->Integral()/unscaled[5]-1.) : 0.);
  scales[6] = new TH1F("scales-NONE" , "", 7, 0, 7);
  scales[6]->SetBinContent(7, 0.);
#else
#ifndef DROP_SIGNAL
  scales[4] = new TH1F("scales-ggH"  , "", 7, 0, 7);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (ggH  ->Integral()/unscaled[4]-1.) : 0.);
  scales[5] = new TH1F("scales-qqH"  , "", 7, 0, 7);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (qqH  ->Integral()/unscaled[5]-1.) : 0.);
  scales[6] = new TH1F("scales-VH"   , "", 7, 0, 7);
  scales[6]->SetBinContent(7, unscaled[6]>0 ? (VH   ->Integral()/unscaled[6]-1.) : 0.);
#endif
#endif

  EWK0 ->Add(Fakes);
  EWK1 ->Add(EWK0 );
#ifdef EXTRA_SAMPLES
  EWK2 ->Add(EWK1 );
  EWK  ->Add(EWK2 );
#else
  EWK  ->Add(EWK1 );
#endif
  ttbar->Add(EWK  );
  Ztt  ->Add(ttbar);
  if(log){
#ifdef MSSM
    ggH  ->Add(bbH);
#else
#ifndef DROP_SIGNAL
    qqH  ->Add(VH );
    ggH  ->Add(qqH);
#endif
#endif
  }
  else{
#ifdef MSSM
    bbH  ->Add(Ztt);
    ggH  ->Add(bbH);
#else
#ifndef DROP_SIGNAL
    VH   ->Add(Ztt);
    qqH  ->Add(VH );
    ggH  ->Add(qqH);
#endif
#endif
  }

  /*
    Mass plot before and after fit
  */
  TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);

  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(0, data->FindBin(345)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(UPPER_EDGE)); };
#else
  data->GetXaxis()->SetRange(0, data->FindBin(345));
#endif
  data->SetNdivisions(505);
  data->SetMinimum(min);
#ifndef DROP_SIGNAL
  data->SetMaximum(max>0 ? max : std::max(std::max(maximum(data, log), maximum(Ztt, log)), maximum(ggH, log)));
#else
  data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Ztt, log)));
#endif
  data->Draw("e");

  TH1F* errorBand = (TH1F*)Ztt ->Clone("errorBand");
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(13);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);
  for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
    if(errorBand->GetBinContent(idx)>0){
      std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
      break;
    }
  }
  if(log){
    Ztt  ->Draw("histsame");
    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    EWK1 ->Draw("histsame");
    Fakes->Draw("histsame");
    $DRAW_ERROR
#ifndef DROP_SIGNAL
    ggH  ->Draw("histsame");
#endif
  }
  else{
#ifndef DROP_SIGNAL
    ggH  ->Draw("histsame");
#endif
    Ztt  ->Draw("histsame");
    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    EWK1 ->Draw("histsame");
    Fakes->Draw("histsame");
    $DRAW_ERROR
  }
  data->Draw("esame");
  canv->RedrawAxis();

  //CMSPrelim(dataset, "#tau_{e}#tau_{h}", 0.17, 0.835);
  CMSPrelim(dataset, "", 0.16, 0.835);
#if defined MSSM
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "tlbrNDC");
  if (category_extra2!="") chan     = new TPaveText(0.20, 0.69+0.061, 0.32, 0.74+0.161, "tlbrNDC");
#else
  TPaveText* chan     = new TPaveText(0.52, 0.35, 0.91, 0.55, "tlbrNDC");
#endif
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText(category);
  chan->AddText(category_extra);
#if defined MSSM
  if (category_extra2!="") chan->AddText(category_extra2);
#else
  chan->AddText(category_extra2);
#endif
  chan->Draw();

/*  TPaveText* cat      = new TPaveText(0.20, 0.71+0.061, 0.32, 0.71+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();

  TPaveText* cat2      = new TPaveText(0.20, 0.66+0.061, 0.32, 0.66+0.161, "NDC");
  cat2->SetBorderSize(   0 );
  cat2->SetFillStyle(    0 );
  cat2->SetTextAlign(   12 );
  cat2->SetTextSize ( 0.05 );
  cat2->SetTextColor(    1 );
  cat2->SetTextFont (   62 );
  cat2->AddText(category_extra2);
  cat2->Draw();
*/  
#ifdef MSSM
  TPaveText* massA      = new TPaveText(0.53, 0.44+0.061, 0.95, 0.44+0.151, "NDC");
  massA->SetBorderSize(   0 );
  massA->SetFillStyle(    0 );
  massA->SetTextAlign(   12 );
  massA->SetTextSize ( 0.03 );
  massA->SetTextColor(    1 );
  massA->SetTextFont (   62 );
  massA->AddText("MSSM m^{h}_{max} scenario");
  massA->AddText("m_{A}=$MA GeV, tan#beta=$TANB");
  massA->Draw();
#endif

#ifdef MSSM
  TLegend* leg = new TLegend(0.53, 0.60, 0.95, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(ggH  , "h,A,H#rightarrow#tau#tau" , "L" );
#else
  TLegend* leg = new TLegend(0.52, 0.58, 0.92, 0.89);
  SetLegendStyle(leg);
#ifndef DROP_SIGNAL
  if(SIGNAL_SCALE!=1){
    leg->AddEntry(ggH  , TString::Format("%.0f#timesH(125 GeV)#rightarrow#tau#tau", SIGNAL_SCALE) , "L" );
  }
  else{
    leg->AddEntry(ggH  , "SM H(125 GeV)#rightarrow#tau#tau" , "L" );
  }
#endif
#endif
#ifdef ASIMOV
  leg->AddEntry(data , "sum(bkg) + H(125)"              , "LP");
#else
  leg->AddEntry(data , "Observed"                       , "LP");
#endif
  leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
  leg->AddEntry(EWK  , "Z#rightarrow ee"                , "F" );
  leg->AddEntry(EWK1 , "W+jets"                         , "F" );
  leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
  leg->AddEntry(Fakes, "QCD"                            , "F" );
  $ERROR_LEGEND
  leg->Draw();

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd();

  TH1F* model = (TH1F*)Ztt ->Clone("model");
  TH1F* test1 = (TH1F*)data->Clone("test1"); 
  for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
    //the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
    model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
    model->SetBinError  (ibin+1, CONVERVATIVE_CHI2 ? 0. : model->GetBinError  (ibin+1)*model->GetBinWidth(ibin+1));
    test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
    test1->SetBinError  (ibin+1, test1->GetBinError  (ibin+1)*test1->GetBinWidth(ibin+1));
  }
  double chi2prob = test1->Chi2Test      (model,"PUW");        std::cout << "chi2prob:" << chi2prob << std::endl;
  double chi2ndof = test1->Chi2Test      (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
  double ksprob   = test1->KolmogorovTest(model);              std::cout << "ksprob  :" << ksprob   << std::endl;
  double ksprobpe = test1->KolmogorovTest(model,"DX");         std::cout << "ksprobpe:" << ksprobpe << std::endl;  

  std::vector<double> edges;
  TH1F* zero = (TH1F*)ref->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat1"); 
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    rat1->SetBinContent(ibin+1, Ztt->GetBinContent(ibin+1)>0 ? data->GetBinContent(ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
    rat1->SetBinError  (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? data->GetBinError  (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
    zero->SetBinContent(ibin+1, 0.);
    zero->SetBinError  (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? Ztt ->GetBinError  (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
  }
  float range = 0.1;
  std::sort(edges.begin(), edges.end());
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+range);
  rat1->SetMinimum(-range);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
  rat1->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->SetMarkerSize(0.1);
  zero->Draw("e2histsame");
  canv0->RedrawAxis();

  TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
  stat1->SetBorderSize(   0 );
  stat1->SetFillStyle(    0 );
  stat1->SetTextAlign(   12 );
  stat1->SetTextSize ( 0.05 );
  stat1->SetTextColor(    1 );
  stat1->SetTextFont (   62 );
  stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f", chi2ndof, chi2prob));
  //stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f, P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
  stat1->Draw();

  /*
    Ratio After fit over Prefit
  */
  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  edges.clear();
  TH1F* rat2 = (TH1F*) Ztt->Clone("rat2");
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    rat2->SetBinContent(ibin+1, ref->GetBinContent(ibin+1)>0 ? Ztt->GetBinContent(ibin+1)/ref->GetBinContent(ibin+1) : 0);
    rat2->SetBinError  (ibin+1, ref->GetBinContent(ibin+1)>0 ? Ztt->GetBinError  (ibin+1)/ref->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    if(rat2->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat2->GetBinContent(ibin+1)-1.)+TMath::Abs(rat2->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
    }
  }
  range = 0.1;
  std::sort(edges.begin(), edges.end());
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
#if defined MSSM
  if(!log){ rat2->GetXaxis()->SetRange(0, rat2->FindBin(345)); } else{ rat2->GetXaxis()->SetRange(0, rat2->FindBin(UPPER_EDGE)); };
#else
  rat2->GetXaxis()->SetRange(0, rat2->FindBin(345));
#endif
  rat2->SetNdivisions(505);
  rat2->SetLineColor(kRed+ 3);
  rat2->SetMarkerColor(kRed+3);
  rat2->SetMarkerSize(1.1);
  rat2->SetMaximum(+range);
  rat2->SetMinimum(-range);
  rat2->GetYaxis()->SetTitle("#bf{Postfit/Prefit-1}");
  rat2->GetYaxis()->CenterTitle();
  rat2->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
  rat2->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->Draw("e2histsame");
  canv1->RedrawAxis();

  /*
    Relative shift per sample
  */
  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
  canv2->SetGridx();
  canv2->SetGridy();
  canv2->cd();

  InitHist  (scales[0], "", "", TColor::GetColor(250,202,255), 1001);
  InitHist  (scales[1], "", "", TColor::GetColor(222,90,106), 1001);
  InitHist  (scales[2], "", "", TColor::GetColor(155,152,204), 1001);
  InitHist  (scales[3], "", "", TColor::GetColor(248,206,104), 1001);
#ifndef DROP_SIGNAL
  InitSignal(scales[4]);
  InitSignal(scales[5]);
  InitSignal(scales[6]);
#endif
  scales[0]->Draw();
  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{Fakes}");
  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{EWK}"  );
  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{ttbar}");
  scales[0]->GetXaxis()->SetBinLabel(4, "#bf{Ztt}"  );
#ifdef MSSM
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggH}"  );
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{bbH}"  );
  scales[0]->GetXaxis()->SetBinLabel(7, "NONE"      );
#else
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggH}"  );
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{qqH}"  );
  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{VH}"   );
#endif
  scales[0]->SetMaximum(+0.5);
  scales[0]->SetMinimum(-0.5);
  scales[0]->GetYaxis()->CenterTitle();
  scales[0]->GetYaxis()->SetTitle("#bf{Postfit/Prefit-1}");
  scales[1]->Draw("same");
  scales[2]->Draw("same");
  scales[3]->Draw("same");
#ifndef DROP_SIGNAL
  scales[4]->Draw("same");
  scales[5]->Draw("same");
  scales[6]->Draw("same");
#endif
  TH1F* zero_samples = (TH1F*)scales[0]->Clone("zero_samples"); zero_samples->Clear();
  zero_samples->SetBinContent(1,0.);
  zero_samples->Draw("same"); 
  canv2->RedrawAxis();

  /*
    prepare output
  */
  bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.png"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.pdf"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.eps"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  if(!log || FULLPLOTS)
  {
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
  }
  if((!log && scaled) || FULLPLOTS)
  {
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
  }

  TFile* output = new TFile(TString::Format("%s_%sfit_%s_%s.root", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"), "update");
  output->cd();
  data ->Write("data_obs");
  Fakes->Write("Fakes"   );
    EWK  ->Write("Zee"     );
    EWK1 ->Write("EWK"    );
  //EWK  ->Write("EWK"     );
  EWK1 ->Write("EWK1"    );
  ttbar->Write("ttbar"   );
  Ztt  ->Write("Ztt"     );
#ifdef MSSM
  ggH  ->Write("ggH"     );
  bbH  ->Write("bbH"     );
#else
#ifndef DROP_SIGNAL
  ggH  ->Write("ggH"     );
  qqH  ->Write("qqH"     );
  VH   ->Write("VH"      );
#endif
#endif
  if(errorBand){
    errorBand->Write("errorBand");
  }
  output->Close();
 
  delete errorBand;
  delete model;
  delete test1;
  delete zero;
  delete rat1;
  delete rat2;
  delete zero_samples;
  delete ref;
}
Ejemplo n.º 8
0
TCanvas* example_plot( int iPeriod, int iPos, bool t, int nt,double miPt, double maPt,string c,string hname, string lbl1, string lbl2,string lbl3 )
{ 
  //  if( iPos==0 ) relPosX = 0.12;

  int W = 800;
  int H = 600;

  int H_ref = 600; 
  int W_ref = 800; 

  // references for T, B, L, R
  float T = 0.08*H_ref;
  float B = 0.12*H_ref; 
  float L = 0.12*W_ref;
  float R = 0.04*W_ref;

  TString canvName = "FigMass_";
  canvName += W;
  canvName += "_";
  canvName += H;
  canvName += "_";  
  canvName += iPeriod;
  if( writeExtraText ) canvName += "_prelim";
  if( iPos%10==0 ) canvName += "_out";
  else if( iPos%10==1 ) canvName += "_left";
  else if( iPos%10==2 )  canvName += "_center";
  else if( iPos%10==3 )  canvName += "_right";

  TCanvas* canv = new TCanvas(canvName,canvName,50,50,W,H);
  canv->SetFillColor(0);
  canv->SetBorderMode(0);
  canv->SetFrameFillStyle(0);
  canv->SetFrameBorderMode(0);
  canv->SetLeftMargin( L/W );
  canv->SetRightMargin( R/W );
  canv->SetTopMargin( T/H );
  canv->SetBottomMargin( B/H );
  canv->SetTickx(0);
  canv->SetTicky(0);
 
  fit(4,t,nt,miPt,maPt,c);
//  fit(4,1,32,"Mass>8.6 && Mass<11.0 && TMath::Abs(EtaMuP)<1.2 && TMath::Abs(EtaMuM)<1.2 && Rapidity<1.2 ");
  
    {
    TLatex latex;

    int n_ = 3;
    float x1_l = 0.95;
    float y1_l = 0.70;

    float dx_l = 0.37;
    float dy_l = 0.23;
    float x0_l = x1_l-dx_l;
    float y0_l = y1_l-dy_l;

    TPad* legend = new TPad("legend_0","legend_0",x0_l,y0_l,x1_l, y1_l );
    //    legend->SetFillColor( kGray );
    legend->Draw();
    legend->cd();
    float gap_ = 1./(n_+1);
    float bwx_ = 0.12;

    x_l[0] = 1.2*bwx_;
    y_l[0] = 1-gap_;

    latex.SetTextFont(42);
    latex.SetTextAngle(0);
    latex.SetTextColor(kBlack);
    latex.SetTextSize(0.20);
    latex.SetTextAlign(12);

    float xx_ = x_l[0];
    float yy_ = y_l[0];
    //latex.DrawLatex(xx_+1.*bwx_,yy_,"#sigma = 26.5 #pm 2.2 MeV");
    //latex.DrawLatex(xx_+1.*bwx_,yy_,"#sigma = 13 MeV");
//    latex.DrawLatex(xx_+0.5*bwx_,yy_,"#sqrt{f_{1}#sigma_{1}^{2}+f_{2}#sigma_{2}^{2}} = 110 MeV");
   latex.DrawLatex(xx_+0.5*bwx_,yy_,lbl1.c_str());
    yy_ -= gap_;
//    latex.DrawLatex(xx_+0.5*bwx_,yy_,"p_{T}^{#mu^{+}#mu^{-}} > 13 GeV");
    latex.DrawLatex(xx_+0.5*bwx_,yy_,lbl2.c_str());
    yy_ -= gap_;
    latex.DrawLatex(xx_+0.5*bwx_,yy_,lbl3.c_str());
   // latex.DrawLatex(xx_+1.*bwx_,yy_,"|#eta_{#mu}| < 0.5");

    canv->cd();
  }
  // writing the lumi information and the CMS "logo"
  CMS_lumi( canv, iPeriod, iPos );

  canv->Update();
  canv->RedrawAxis();
  canv->GetFrame()->Draw();

  string hn="Plots/"+hname+".pdf";
  string hnpng ="Plots/"+hname+".png";
  canv->SaveAs(hn.c_str());
  canv->SaveAs(hnpng.c_str());
//  canv->Print(hname+".png",".png");

  return canv;
}
Ejemplo n.º 9
0
//______________________________________________________________________________
void DrawEvolution(const char* file, bool normalized=true)
{

  TFile* f = TFile::Open(gSystem->ExpandPathName(file));

  if (!f) return;

  TCanvas* c = new TCanvas("mch-status-evolution","mch-status-evolution");

  c->SetGridy();
  c->SetTicky();

  c->Draw();

  TLegend* l = new TLegend(0.1,0.7,0.3,0.95,"ch evolution");

  TGraph* g = static_cast<TGraph*>(f->Get("nbad"));
  if (!g) return;

  int runmin = TMath::Nint(g->GetX()[0]);
  int runmax = TMath::Nint(g->GetX()[g->GetN()-1]);

  cout << Form("Run range found in file %s = %d - %d",file,runmin,runmax) << endl;

  double ymax(0.4);

  TH2* h = new TH2F("hframe","hframe;Run number;Fraction of dead channels",100,runmin-200,runmax+200,100,0,ymax);

  gStyle->SetOptStat(kFALSE);
  h->Draw();
  h->GetXaxis()->SetNoExponent();
  h->GetXaxis()->SetNdivisions(505);

  gStyle->SetOptTitle(kFALSE);

  DrawPeriod(runmin,runmax,115881,117222,0,ymax,"10b");
  DrawPeriod(runmin,runmax,119159,120824,0,ymax,"10c");
  DrawPeriod(runmin,runmax,122374,126424,0,ymax,"10d");
  DrawPeriod(runmin,runmax,127724,130850,0,ymax,"10e");
  DrawPeriod(runmin,runmax,133005,134929,0,ymax,"10f");
  DrawPeriod(runmin,runmax,135658,136376,0,ymax,"10g");
  DrawPeriod(runmin,runmax,137133,139513,0,ymax,"10h");
  DrawPeriod(runmin,runmax,143856,146860,0,ymax,"11a");
  DrawPeriod(runmin,runmax,148370,150702,0,ymax,"11b");
  DrawPeriod(runmin,runmax,151566,154583,0,ymax,"11c");
  DrawPeriod(runmin,runmax,158084,159606,0,ymax,"11d");
  DrawPeriod(runmin,runmax,160677,162717,0,ymax,"11e");
  DrawPeriod(runmin,runmax,162933,165744,0,ymax,"11f");
  DrawPeriod(runmin,runmax,167703,170593,0,ymax,"11h");

  // 2012

  DrawPeriod(runmin,runmax,176661,177295,0,ymax,"12a");
  DrawPeriod(runmin,runmax,177384,178053,0,ymax,"12b");
  DrawPeriod(runmin,runmax,179603,180569,0,ymax,"12c");
  DrawPeriod(runmin,runmax,183913,186320,0,ymax,"12d");
  DrawPeriod(runmin,runmax,186365,186602,0,ymax,"12e");
  DrawPeriod(runmin,runmax,186668,188123,0,ymax,"12f");
  DrawPeriod(runmin,runmax,188362,188503,0,ymax,"12g");
  DrawPeriod(runmin,runmax,189122,190110,0,ymax,"12h");

  // 2013

  DrawPeriod(runmin,runmax,195344,195483,0,ymax,"13b");
  DrawPeriod(runmin,runmax,195529,195677,0,ymax,"13c");
  DrawPeriod(runmin,runmax,195681,195873,0,ymax,"13d");
  DrawPeriod(runmin,runmax,195949,196311,0,ymax,"13e");
  DrawPeriod(runmin,runmax,196433,197388,0,ymax,"13f");

  // 2015
  // periods are from the logbook, taking only PHYSICS% partitions
  // into account
  DrawPeriod(runmin,runmax,213329,215151,0,ymax,"15a");
  DrawPeriod(runmin,runmax,215160,215579,0,ymax,"15b");
  DrawPeriod(runmin,runmax,215580,219968,0,ymax,"15c");
  DrawPeriod(runmin,runmax,220050,223195,0,ymax,"15d");
  DrawPeriod(runmin,runmax,223227,224779,0,ymax,"15e");
  DrawPeriod(runmin,runmax,224826,226606,0,ymax,"15f");
  DrawPeriod(runmin,runmax,228936,231321,0,ymax,"15g");
  DrawPeriod(runmin,runmax,232914,234050,0,ymax,"15h");
  DrawPeriod(runmin,runmax,235196,236866,0,ymax,"15i");
  DrawPeriod(runmin,runmax,236965,238621,0,ymax,"15j");
  DrawPeriod(runmin,runmax,238890,239025,0,ymax,"15k");
  DrawPeriod(runmin,runmax,239319,241544,0,ymax,"15l");
  DrawPeriod(runmin,runmax,244340,244628,0,ymax,"15n");
  DrawPeriod(runmin,runmax,244918,246994,0,ymax,"15o");

  // 2016
  DrawPeriod(runmin,runmax,247189,247193,0,ymax,"16a");
  DrawPeriod(runmin,runmax,247723,250585,0,ymax,"16b");
  DrawPeriod(runmin,runmax,250647,252091,0,ymax,"16c");
  
  DrawPeriod(runmin,runmax,252191,252518,0,ymax,"16d");
  DrawPeriod(runmin,runmax,252598,253609,0,ymax,"16e");
  DrawPeriod(runmin,runmax,253613,253979,0,ymax,"16f");
  DrawPeriod(runmin,runmax,253991,254332,0,ymax,"16g");
  DrawPeriod(runmin,runmax,254373,255469,0,ymax,"16h");
  DrawPeriod(runmin,runmax,255515,255650,0,ymax,"16i");
  DrawPeriod(runmin,runmax,256083,256420,0,ymax,"16j");
  DrawPeriod(runmin,runmax,256504,258574,0,ymax,"16k");
  DrawPeriod(runmin,runmax,258883,260187,0,ymax,"16l");
  DrawPeriod(runmin,runmax,260216,260647,0,ymax,"16m");
  DrawPeriod(runmin,runmax,260649,261812,0,ymax,"16n");
  DrawPeriod(runmin,runmax,262394,262858,0,ymax,"16o");

  Draw(f,"nbad",l,normalized);
  Draw(f,"nbadped",l,normalized);
  Draw(f,"nbadocc",l,normalized);
  Draw(f,"nbadhv",l,normalized);
  Draw(f,"nbadlv",l,normalized);
  Draw(f,"nmissing",l,normalized);
  Draw(f,"nreco",l,normalized);

  h->Draw("same");

  c->RedrawAxis("g");

  l->Draw();
}
Ejemplo n.º 10
0
void 
HBB_LEP_X(bool scaled=true, bool log=true, float min=0.1, float max=-1., const char* inputfile="root/$HISTFILE", const char* directory="bb_$CATEGORY")
{
  // define common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  // determine category tag
  const char* category_extra = "";
  if(std::string(directory) == std::string("bb_had0"  )){ category_extra = "all-had_{0}";  }
  if(std::string(directory) == std::string("bb_had1"  )){ category_extra = "all-had_{1}";  }
  if(std::string(directory) == std::string("bb_had2"  )){ category_extra = "all-had_{2}";  }
  if(std::string(directory) == std::string("bb_had3"  )){ category_extra = "all-had_{3}";  }
  if(std::string(directory) == std::string("bb_had4"  )){ category_extra = "all-had_{4}";  }
  if(std::string(directory) == std::string("bb_had5"  )){ category_extra = "all-had_{5}";  }
  if(std::string(directory) == std::string("bb_lep"   )){ category_extra = "semi-lep";  }

  const char* dataset;
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "Preliminary, #sqrt{s} = 7 TeV, L = 4.8 fb^{-1}";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "Preliminary, #sqrt{s} = 8 TeV, L = 19.4 fb^{-1}";}
  
  TFile* input = new TFile(inputfile);
  TH1F* bkgBBB  = refill((TH1F*)input->Get(TString::Format("%s/bkgBBB"   , directory)), "bkgBBB"); InitHist(bkgBBB, "", "", kMagenta-10, 1001);;
#ifdef MSSM
  float bbHScale = 1.; // scenario for MSSM, mhmax, mA=160, tanb=20, A+H for the time being
  if(std::string(inputfile).find("7TeV")!=std::string::npos){ bbHScale = (23314.3*0.879 + 21999.3*0.877)/1000.; }
  if(std::string(inputfile).find("8TeV")!=std::string::npos){ bbHScale = (31087.9*0.879 + 29317.8*0.877)/1000.; }
 //  float bbHScale = 1.; // scenario for MSSM, mhmax, mA=160, tanb=10, A+H for the time being
//   if(std::string(inputfile).find("7TeV")!=std::string::npos){ bbHScale = (6211.6*0.89 + 5145.0*0.85)/1000.; }
//   if(std::string(inputfile).find("8TeV")!=std::string::npos){ bbHScale = (8282.7*0.89 + 6867.8*0.85)/1000.; }
  TH1F* bbH  = refill((TH1F*)input->Get(TString::Format("%s/bbH160"  , directory)), "bbH"  ); InitSignal(bbH); bbH->Scale(bbHScale);
#endif
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data", true);
  InitHist(data, "#bf{m_{b#bar{b}} [GeV]}", "#bf{dN/dm_{b#bar{b}} [1/GeV]}"); InitData(data);

  TH1F* ref=(TH1F*)bkgBBB->Clone("ref");

  double unscaled[7];
  unscaled[0] = bkgBBB ->Integral();
#ifdef MSSM
  unscaled[1] = bbH ->Integral();
  unscaled[2] = 0;
#endif

  if(scaled){
    rescale(bkgBBB,   1);
#ifdef MSSM 
    rescale(bbH,   2);
#endif
  }

  TH1F* scales[7];
  scales[0] = new TH1F("scales-bkgBBB", "", 3, 0, 3);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (bkgBBB  ->Integral()/unscaled[0]-1.) : 0.);
#ifdef MSSM
  scales[1] = new TH1F("scales-bbH"  , "", 3, 0, 3);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? (bbH  ->Integral()/unscaled[1]-1.) : 0.);
  scales[2] = new TH1F("scales-NONE" , "", 3, 0, 3);
  scales[2]->SetBinContent(3, 0.);
#endif

  if(!log){
#ifdef MSSM
    bbH  ->Add(bkgBBB);
#endif
  }

  /*
    mass plot before and after fit
  */
  TCanvas* canv = MakeCanvas("canv", "histograms", 600, 600);
  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(0, data->FindBin(350)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(1000)); };
#endif

  data->SetNdivisions(505);
  data->SetMinimum(min);
  data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(bkgBBB, log)));
  data->Draw("e");

  TH1F* errorBand = (TH1F*)bkgBBB ->Clone();
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(1);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);

  if(log){
    bkgBBB  ->Draw("histsame");
    $DRAW_ERROR
#ifndef DROP_SIGNAL
    bbH     ->Draw("histsame");
#endif
  }
  else{  
#ifndef DROP_SIGNAL
    bbH     ->Draw("histsame");
#endif  
    bkgBBB  ->Draw("histsame");
    $DRAW_ERROR
  }
  data->Draw("esame");
  canv->RedrawAxis();

  //CMSPrelim(dataset, "b#bar{b}", 0.17, 0.835);
  CMSPrelim(dataset, "", 0.17, 0.835);  
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "NDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText("b#bar{b}");
  chan->Draw();

  TPaveText* cat      = new TPaveText(0.20, 0.68+0.061, 0.32, 0.68+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();
 
#ifdef MSSM
  TPaveText* massA      = new TPaveText(0.75, 0.48+0.061, 0.85, 0.48+0.161, "NDC");
  massA->SetBorderSize(   0 );
  massA->SetFillStyle(    0 );
  massA->SetTextAlign(   12 );
  massA->SetTextSize ( 0.03 );
  massA->SetTextColor(    1 );
  massA->SetTextFont (   62 );
  massA->AddText("m_{A}=160GeV");
  massA->Draw();

  TPaveText* tanb      = new TPaveText(0.75, 0.44+0.061, 0.85, 0.44+0.161, "NDC");
  tanb->SetBorderSize(   0 );
  tanb->SetFillStyle(    0 );
  tanb->SetTextAlign(   12 );
  tanb->SetTextSize ( 0.03 );
  tanb->SetTextColor(    1 );
  tanb->SetTextFont (   62 );
  tanb->AddText("tan#beta=20");
  tanb->Draw();

  TPaveText* scen      = new TPaveText(0.75, 0.40+0.061, 0.85, 0.40+0.161, "NDC");
  scen->SetBorderSize(   0 );
  scen->SetFillStyle(    0 );
  scen->SetTextAlign(   12 );
  scen->SetTextSize ( 0.03 );
  scen->SetTextColor(    1 );
  scen->SetTextFont (   62 );
  scen->AddText("mhmax");
  scen->Draw();
#endif


#ifdef MSSM  
  TLegend* leg = new TLegend(0.55, 0.65, 0.94, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(bbH  , "#phi#rightarrowb#bar{b}" , "L" );
#endif
  leg->AddEntry(data,   "observed"                       , "LP");
  leg->AddEntry(bkgBBB, "bkgBBB"                      , "F" );
  $ERROR_LEGEND
  leg->Draw();

//#ifdef MSSM
//  TPaveText* mssm  = new TPaveText(0.69, 0.85, 0.90, 0.90, "NDC");
//  mssm->SetBorderSize(   0 );
//  mssm->SetFillStyle(    0 );
//  mssm->SetTextAlign(   12 );
//  mssm->SetTextSize ( 0.03 );
//  mssm->SetTextColor(    1 );
//  mssm->SetTextFont (   62 );
//  mssm->AddText("(m_{A}=250, tan#beta=5)");
//  mssm->Draw();
//#else
//  TPaveText* mssm  = new TPaveText(0.83, 0.85, 0.95, 0.90, "NDC");
//  mssm->SetBorderSize(   0 );
//  mssm->SetFillStyle(    0 );
//  mssm->SetTextAlign(   12 );
//  mssm->SetTextSize ( 0.03 );
//  mssm->SetTextColor(    1 );
//  mssm->SetTextFont (   62 );
//  mssm->AddText("m_{H}=125");
//  mssm->Draw();
//#endif

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd();

  TH1F* zero = (TH1F*)ref ->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat"); 
  rat1->Divide(bkgBBB);
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
    zero->SetBinContent(ibin+1, 0.);
  }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+1.5);
  rat1->SetMinimum(-1.5);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  rat1->GetXaxis()->SetTitle("#bf{m_{b#bar{b}} [GeV]}");
  rat1->Draw();
  zero->SetLineColor(kBlack);
  zero->Draw("same");
  canv0->RedrawAxis();

  /*
    Ratio After fit over Prefit
  */
  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  TH1F* rat2 = (TH1F*) bkgBBB->Clone("rat2");
  rat2->Divide(ref);
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    if(rat2->GetBinContent(ibin+1)>0){
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
    }
  }
  rat2->SetLineColor(kRed+ 3);
  rat2->SetFillColor(kRed-10);
  rat2->SetMaximum(+0.3);
  rat2->SetMinimum(-0.3);
  rat2->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
  rat2->GetYaxis()->CenterTitle();
  rat2->GetXaxis()->SetTitle("#bf{m_{b#bar{b}} [GeV]}");
  rat2->GetXaxis()->SetRange(0, 28);
  rat2->Draw();
  zero->SetLineColor(kBlack);
  zero->Draw("same");
  canv1->RedrawAxis();

  /*
    Relative shift per sample
  */
  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
  canv2->SetGridx();
  canv2->SetGridy();
  canv2->cd();

  InitHist  (scales[0], "", "", kMagenta-10, 1001);
  scales[0]->Draw();
  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{bkgBBB}");
#ifdef MSSM
  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{bbH}"  );
  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{NONE}" );
#endif
  scales[0]->SetMaximum(+1.0);
  scales[0]->SetMinimum(-1.0);
  scales[0]->GetYaxis()->CenterTitle();
  scales[0]->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
  zero->Draw("same");
  canv2->RedrawAxis();

  /*
    prepare output
  */
  bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.png"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.pdf"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.eps"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  TFile* output = new TFile(TString::Format("%s_%sscaled_%s_%s.root", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""), "update");
  output->cd();
  data ->Write("data_obs");
  bkgBBB  ->Write("bkgBBB"  );
#ifdef MSSM
  bbH  ->Write("bbH"     );
#endif
  if(errorBand){
    errorBand->Write("errorBand");
  }
  output->Close();
}
Ejemplo n.º 11
0
/*
 * Main Function
 */
void ratio() {

  gStyle->SetFrameLineWidth(1); 
                                
  //Number of Measurements
  const int NUM = 2;
  
  //Measurements and uncertainties
  // mean, -stat, +stat, -syst, +syst  
  double m[NUM][5] = {
    0.98, 0.10, 0.10, 0.14, 0.14,
    //1.33, 0.32, 0.32, 0.22, 0.22
    1.26, 0.37, 0.37, 0.46, 0.46
  };
  
  //Theory and uncertainties
  // mean, -uncert, +uncert
  double t[NUM][3] = {
    1.0, 0.114, 0.114,
    1.0, 0.111, 0.111
  };

  // label text, sub-label text
  // Note: TString does not work, b/c one cannot pass an array of TStrings
  // as an argument to a function
  char label[NUM][2][100] = {
    "Z#gamma#gamma", "",
    //"W#gamma#gamma", ""
    "W#gamma#gamma (#mu)", ""
  };

  // format: 
  // # color, bgColor, fontSytle, linewidth, markerStyle 
  int aux[NUM][5] = {
    1,  10, 42, 2, 20,
    1,  10, 42, 2, 20
  };

  // determning the x size of the plot
  double lowX = LOW_X;
  double uppX = UPP_X;

  
  TH2F* lft = new TH2F("lft", "", 50, lowX, uppX, 1, 0.0, 1.0);

  // height = NUM*unitHeight + 2*spacers + 1*bottomMargin + 0.5*topMargin
  const double unitHeight = 50.0; // even number
  const double height = (double(NUM)+2.0)*unitHeight+100.0+30.0;
  // how much to step each time to cover the vertical range of the histo in
  // exactly NUM+2 steps
  const double vstep  = unitHeight/(height-100.0-30.0);
  const double width = 800.0;

  printf("Canvas: width=%d, height=%d\n",
	 TMath::Nint(width), TMath::Nint(height));
  printf("Y-step = %6.4f\n", vstep);

  
  // Set canvas and margins
  TCanvas* canvas = new TCanvas("canvas", "canvas", 200, 0,
				TMath::Nint(width), TMath::Nint(height));
  
  canvas->SetFillColor(10);
  canvas->SetRightMargin(20.0/width);
  canvas->SetLeftMargin(20.0/width);
  canvas->SetBottomMargin(56.0/height);
  canvas->SetTopMargin(30.0/height);
  canvas->Draw();
  canvas->cd();

  //printf("TopMargin   : %6.4f\n", canvas->GetTopMargin());
  //printf("BottomMargin: %6.4f\n", canvas->GetBottomMargin());

  TAxis* xaxis = lft->GetXaxis();
  TAxis* yaxis = lft->GetYaxis();
  xaxis->CenterTitle(kTRUE);  
  xaxis->SetTitleSize(0.07);  
  xaxis->SetTitleFont(62);    
  xaxis->SetTitleOffset(1.1); 
  xaxis->SetNdivisions(6,5,0);
    
  xaxis->SetLabelOffset(0.01);
  xaxis->SetLabelSize(0.05);
  xaxis->SetLabelFont(42);
  yaxis->SetLabelSize(0.0);
  yaxis->SetNdivisions(-1);

  lft->SetXTitle("Cross Section Ratio  #sigma_{Exp} / #sigma_{Theory}");
  lft->SetYTitle("");
  lft->SetStats(kFALSE);
  lft->SetTitle("");
  lft->Draw();

    
  // Draw Theory Bands
  for (int i=0; i!=NUM; ++i) {
    drawTheory(i, t[i][0], t[i][1], t[i][2], vstep);
  }

  canvas->RedrawAxis(); 
  gPad->RedrawAxis(); 

  // Draw Measurements
  for (int i=0; i!=NUM; ++i) {
    drawMeasurement(i, m[i], label[i], aux[i], vstep, lft, canvas);
  }

  //Set CMS Preliminary marker
  int iPeriod=2; // 8 TeV
  int iPos = 0; //
  CMS_lumi( canvas, iPeriod, iPos );

  // Print
  //canvas->Print("Ratio_CrossSec_Exp_Theory.pdf");
  canvas->Draw();
}
Ejemplo n.º 12
0
void plot(TString hname, TString legpos, TString pdfname, TString pdfmode="", Int_t rebinFactor=2)
{
	TGraphAsymmErrors* gJES = new TGraphAsymmErrors(); gJES->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle()); gJES->GetYaxis()->SetTitle("Normalized"); gJES->SetTitle(histos1[hname+"_calib"]->GetTitle()); 
	TGraphAsymmErrors* gJER = new TGraphAsymmErrors(); gJER->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle()); gJER->GetYaxis()->SetTitle("Normalized"); gJER->SetTitle(histos1[hname+"_calib"]->GetTitle()); 
	TGraphAsymmErrors* gTOT = new TGraphAsymmErrors(); gTOT->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle()); gTOT->GetYaxis()->SetTitle("Normalized"); gTOT->SetTitle(histos1[hname+"_calib"]->GetTitle()); 

	Double_t entries_calib = 0;
	for(Int_t i=1 ; i<=histos1[hname+"_calib"]->GetNbinsX() ; i++) entries_calib+=histos1[hname+"_calib"]->GetBinContent(i);
	Double_t entries_uncalib = 0;
	for(Int_t i=1 ; i<=histos1[hname+"_uncalib"]->GetNbinsX() ; i++) entries_uncalib+=histos1[hname+"_uncalib"]->GetBinContent(i);

	histos1[hname+"_uncalib"]->Rebin(rebinFactor);
	histos1[hname+"_calib"]->Rebin(rebinFactor);
	histos1[hname+"_JESUP"]->Rebin(rebinFactor);
	histos1[hname+"_JESDWN"]->Rebin(rebinFactor);
	histos1[hname+"_JERUP"]->Rebin(rebinFactor);
	histos1[hname+"_JERDWN"]->Rebin(rebinFactor);

	for(Int_t i=1 ; i<=histos1[hname+"_calib"]->GetNbinsX() ; i++)
	{
		float x = histos1[hname+"_calib"]->GetBinCenter(i);
		float y = histos1[hname+"_calib"]->GetBinContent(i)/entries_calib;
		float dx = histos1[hname+"_calib"]->GetBinWidth(i)/2;

		gJES->SetPoint(i-1, x, y);
		gJER->SetPoint(i-1, x, y);
		gTOT->SetPoint(i-1, x, y);
		
		float dyJES1 = fabs(y-histos1[hname+"_JESUP"]->GetBinContent(i)/entries_calib);
		float dyJES2 = fabs(y-histos1[hname+"_JESDWN"]->GetBinContent(i)/entries_calib);
		float dyJES  = (dyJES1>dyJES2) ? dyJES1 : dyJES2;
		float yErrDwnJES = dyJES;
		float yErrUpJES  = dyJES;

		if((y-yErrDwnJES)<0.) yErrDwnJES = 0.;
		gJES->SetPointError(i-1, dx,dx, yErrDwnJES,yErrUpJES);
		
		float dyJER1 = fabs(y-histos1[hname+"_JERUP"]->GetBinContent(i)/entries_calib);
		float dyJER2 = fabs(y-histos1[hname+"_JERDWN"]->GetBinContent(i)/entries_calib);
		float dyJER  = (dyJER1>dyJER2) ? dyJER1 : dyJER2;
		float yErrDwnJER = dyJER;
		float yErrUpJER  = dyJER;

		if((y-yErrDwnJER)<0.) yErrDwnJER = 0.;
		gJER->SetPointError(i-1, dx,dx, yErrDwnJER,yErrUpJER);
		
		
		float yErrDwnTOT = sqrt(yErrDwnJES*yErrDwnJES + yErrDwnJER*yErrDwnJER);
		float yErrUpTOT  = sqrt(yErrUpJES*yErrUpJES + yErrUpJER*yErrUpJER);
		if((y-yErrDwnTOT)<0.) yErrDwnTOT = 0.;
		gTOT->SetPointError(i-1, dx,dx, yErrDwnTOT,yErrUpTOT);
	}
	
	gTOT->SetFillColor(kRed); gTOT->SetLineColor(kRed);
	gTOT->SetFillColor(kRed); gTOT->SetLineColor(kRed);
	
	gJER->SetFillColor(kYellow); gJER->SetLineColor(kYellow);
	gJER->SetFillColor(kYellow); gJER->SetLineColor(kYellow);

	gJES->SetFillColor(kGreen); gJES->SetLineColor(kGreen);
	gJES->SetFillColor(kGreen); gJES->SetLineColor(kGreen);
	
	TMultiGraph *mgBands = new TMultiGraph();
	mgBands->Add(gTOT);
	mgBands->Add(gJER);
	mgBands->Add(gJES);
	
	
	TLegend* legLeft = new TLegend(0.12,0.65,0.42,0.85,NULL,"brNDC");
	legLeft->SetFillStyle(4000); //will be transparent
	legLeft->SetFillColor(0);
	legLeft->SetTextFont(42);
	legLeft->SetBorderSize(0);
	legLeft->AddEntry(histos1[hname+"_calib"], "Calibrated jets","ple");
	legLeft->AddEntry(histos1[hname+"_uncalib"], "Non calibrated jets","ple");
	legLeft->AddEntry(gJES, "JES uncertainty","f");
	legLeft->AddEntry(gJER, "JER uncertainty","f");
	legLeft->AddEntry(gTOT, "Total uncertainty","f");
	
	
	TLegend* legRight = new TLegend(0.5,0.65,0.8,0.85,NULL,"brNDC");
	legRight->SetFillStyle(4000); //will be transparent
	legRight->SetFillColor(0);
	legRight->SetTextFont(42);
	legRight->SetBorderSize(0);
	legRight->AddEntry(histos1[hname+"_calib"], "Calibrated jets","ple");
	legRight->AddEntry(histos1[hname+"_uncalib"], "Non calibrated jets","ple");
	legRight->AddEntry(gJES, "JES uncertainty","f");
	legRight->AddEntry(gJER, "JER uncertainty","f");
	legRight->AddEntry(gTOT, "Total uncertainty","f");
	
	histos1[hname+"_calib"]->Scale(1./entries_calib);
	histos1[hname+"_uncalib"]->Scale(1./entries_uncalib);
	
	TCanvas* cnv = new TCanvas("c","c",600,400);
	cnv->Draw();
	cnv->SetTicks(1,1);
	cnv->cd();
	histos1[hname+"_calib"]->Draw("p");
	mgBands->Draw("a2");
	mgBands->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle());
	mgBands->GetYaxis()->SetTitle("Normalized");
	mgBands->SetTitle(histos1[hname+"_calib"]->GetTitle());
	histos1[hname+"_uncalib"]->GetYaxis()->SetTitle("Normalized");
	histos1[hname+"_uncalib"]->Draw("p same");
	histos1[hname+"_calib"]->GetYaxis()->SetTitle("Normalized");
	histos1[hname+"_calib"]->Draw("p same");
	if(legpos=="left")  legLeft->Draw("same");
	if(legpos=="right") legRight->Draw("same");
	ptxt->Draw("same");
	
	cnv->RedrawAxis();
	cnv->Update();
	TString pngname = "figures/syst."+hname+".png"; pngname.ReplaceAll("calib_","");
	TString epsname = "figures/syst."+hname+".eps"; epsname.ReplaceAll("calib_","");
	cnv->SaveAs(pngname);
	cnv->SaveAs(epsname);
	cnv->SaveAs(pdfname+pdfmode);
	
	delete gJES;
	delete gJER;
	delete gTOT;
	delete mgBands;
	delete legLeft;
	delete legRight;
	delete cnv;
}
Ejemplo n.º 13
0
void plot_BSM_MCFM(int SignalOnly=0){
  gROOT->ProcessLine(".x tdrstyle.cc");
  double mPOLE = 125.6;

  TString OUTPUT_NAME;
  OUTPUT_NAME = "HtoZZ4l_MCFM_125p6_BSMPlots";
  if (SignalOnly==0) OUTPUT_NAME.Append(".root");
  else OUTPUT_NAME.Append("_SignalOnly.root");
  TString coutput_common = user_TemplateswithTrees_dir + "../BSMReweight_GenLevel/Plots/";
  gSystem->Exec("mkdir -p " + coutput_common);
  TString coutput = coutput_common + OUTPUT_NAME;
  TFile* foutput = new TFile(coutput, "recreate");

  foutput->cd();

  float ZZMass = 0;
  float p0plus_VAJHU;
  float p0hplus_VAJHU;
  float p0minus_VAJHU;
  float p0_g1prime2_VAJHU;
  float p0_g1prime4_VAJHU;
  float pg1g2_VAJHU;
  float pg1g4_VAJHU;
  float pg1g1prime2_VAJHU;
  float pg1g1prime4_VAJHU;

  TChain* tc[2][3][4];
  TH1F* hfill[4][9];
  int nbinsx = 73;
  double xlimits[2]={ 160, 1620 };
  if (SignalOnly==1){
    xlimits[0]=100;
    nbinsx = 76;
  }
  for (int t=0; t<4; t++){
    for (int ac=0; ac<9; ac++){
      hfill[t][ac]= new TH1F(Form("hSum_BSI%i_Hypo%i", t, ac), "", nbinsx, xlimits[0], xlimits[1]);
      hfill[t][ac]->SetXTitle("m_{4l} (GeV)");
      hfill[t][ac]->SetYTitle(Form("Events / %.0f GeV", (xlimits[1]-xlimits[0])/nbinsx));
    }
  }
  double nCounted[2][3][9]={ { { 0 } } };
  double nCountedScaled[2][3][9]={ { { 0 } } };
  for (int erg_tev=7; erg_tev<9; erg_tev++){
    for (int folder=0; folder<3; folder++){
      TString comstring;
      comstring.Form("%iTeV", erg_tev);
      TString erg_dir;
      erg_dir.Form("LHC_%iTeV/", erg_tev);

      int EnergyIndex = 1;
      if (erg_tev == 7) EnergyIndex = 0;
      TString cinput_common = user_TemplateswithTrees_dir + "../BSMReweight_GenLevel/";
      cinput_common.Append(+erg_dir);
      cinput_common += user_folder[folder] + "/";
      cout << cinput_common << endl;
      for (int t=0; t<4; t++){
        TString INPUT_NAME;
        INPUT_NAME = "HtoZZ4l_MCFM_125p6_BSMTrees_";
        INPUT_NAME += sample_suffix[t] + ".root";
        INPUT_NAME.Prepend(cinput_common);

        tc[EnergyIndex][folder][t] = new TChain("GenTree");
        if (t!=3) tc[EnergyIndex][folder][t]->Add(INPUT_NAME);
        tc[EnergyIndex][folder][t]->SetBranchAddress("ZZMass", &ZZMass);
        tc[EnergyIndex][folder][t]->SetBranchAddress("p0plus_VAJHU", &p0plus_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("p0hplus_VAJHU", &p0hplus_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("p0minus_VAJHU", &p0minus_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("p0_g1prime2_VAJHU", &p0_g1prime2_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("p0_g1prime4_VAJHU", &p0_g1prime4_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("pg1g2_VAJHU", &pg1g2_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("pg1g4_VAJHU", &pg1g4_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("pg1g1prime2_VAJHU", &pg1g1prime2_VAJHU);
        tc[EnergyIndex][folder][t]->SetBranchAddress("pg1g1prime4_VAJHU", &pg1g1prime4_VAJHU);
      }

      double nsig_counted[9] ={ 0 };
      for (int ev=0; ev<tc[EnergyIndex][folder][0]->GetEntries(); ev++){
        tc[EnergyIndex][folder][0]->GetEntry(ev);
        if (fabs(ZZMass-mPOLE)<0.1){
          nsig_counted[0] += p0plus_VAJHU;
          nsig_counted[1] += p0hplus_VAJHU;
          nsig_counted[2] += p0minus_VAJHU;
          nsig_counted[3] += p0_g1prime2_VAJHU;
          nsig_counted[4] += p0_g1prime4_VAJHU;
          nsig_counted[5] += (2.*(p0plus_VAJHU+p0hplus_VAJHU)-pg1g2_VAJHU);
          nsig_counted[6] += pg1g4_VAJHU;
          nsig_counted[7] += pg1g1prime2_VAJHU;
          nsig_counted[8] += pg1g1prime4_VAJHU;
        }
      }

      for (int ac=0; ac<9; ac++) nCounted[EnergyIndex][folder][ac] = nsig_counted[ac];

    }
  }


  for (int erg_tev=7; erg_tev<9; erg_tev++){
    for (int folder=0; folder<3; folder++){
      int EnergyIndex = 1;
      if (erg_tev == 7) EnergyIndex = 0;

      double nsig_SM = nSM_ScaledPeak[EnergyIndex][folder];
      double SMscale = nsig_SM/nCounted[EnergyIndex][folder][0];
      double scale=1;
      for (int t=0; t<4; t++){
        for (int ev=0; ev<tc[EnergyIndex][folder][t]->GetEntries(); ev++){
          tc[EnergyIndex][folder][t]->GetEntry(ev);
          if (ZZMass<xlimits[0]) continue;
          if (ZZMass>=xlimits[1]) ZZMass=xlimits[1]*0.999;

          scale = SMscale;
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][0] = nCounted[EnergyIndex][folder][0]*scale;
          hfill[t][0]->Fill(ZZMass, p0plus_VAJHU*scale);
          scale = SMscale;
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][1] = nCounted[EnergyIndex][folder][1]*scale;
          hfill[t][1]->Fill(ZZMass, p0hplus_VAJHU*scale);
          scale = SMscale;
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][2] = nCounted[EnergyIndex][folder][2]*scale;
          hfill[t][2]->Fill(ZZMass, p0minus_VAJHU*scale);
          scale = SMscale;
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][3] = nCounted[EnergyIndex][folder][3]*scale;
          hfill[t][3]->Fill(ZZMass, p0_g1prime2_VAJHU*scale);
          scale = SMscale;
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][4] = nCounted[EnergyIndex][folder][4]*scale;
          hfill[t][4]->Fill(ZZMass, p0_g1prime4_VAJHU*scale);
          scale = SMscale;
          if (t>0){
            hfill[t][5]->Fill(ZZMass, pg1g2_VAJHU*scale);
          }
          else{
            scale *= (nCounted[0][2][0]+nCounted[1][2][0])/(nCounted[0][2][5]+nCounted[1][2][5]);
            hfill[t][5]->Fill(ZZMass, (2.*(p0plus_VAJHU+p0hplus_VAJHU)-pg1g2_VAJHU)*scale);
          }
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][5] = nCounted[EnergyIndex][folder][5]*scale;
          scale = SMscale;
          if (t==0) scale *= (nCounted[0][2][0]+nCounted[1][2][0])/(nCounted[0][2][6]+nCounted[1][2][6]);
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][6] = nCounted[EnergyIndex][folder][6]*scale;
          hfill[t][6]->Fill(ZZMass, pg1g4_VAJHU*scale);
          scale = SMscale;
          if (t==0) scale *= (nCounted[0][2][0]+nCounted[1][2][0])/(nCounted[0][2][7]+nCounted[1][2][7]);
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][7] = nCounted[EnergyIndex][folder][7]*scale;
          hfill[t][7]->Fill(ZZMass, pg1g1prime2_VAJHU*scale);
          scale = SMscale;
          //          if (t==0) scale *= (nCounted[0][2][0]+nCounted[1][2][0])/(nCounted[0][2][8]+nCounted[1][2][8]);
          if (t==0 && ev==0) nCountedScaled[EnergyIndex][folder][8] = nCounted[EnergyIndex][folder][8]*scale;
          hfill[t][8]->Fill(ZZMass, pg1g1prime4_VAJHU*scale);
        }
        delete tc[EnergyIndex][folder][t];
      }
    }
  }
  for (int ac=1; ac<9; ac++){
    double nTotal[2]={ 0 };
    for (int erg_tev=7; erg_tev<9; erg_tev++){
      for (int folder=0; folder<3; folder++){
        int EnergyIndex = 1;
        if (erg_tev == 7) EnergyIndex = 0;

        nTotal[0] += nCountedScaled[EnergyIndex][folder][0];
        nTotal[1] += nCountedScaled[EnergyIndex][folder][ac];
      }
    }
    if (ac!=8) hfill[0][ac]->Scale(nTotal[0]/nTotal[1]);
    else hfill[0][ac]->Scale(0.5);
  }


  double maxplot=0;
  for (int t=0; t<4; t++){
    for (int ac=0; ac<9; ac++){
      if (SignalOnly==0 && ac<5) maxplot = max(maxplot, hfill[t][ac]->GetMaximum());
      else if (SignalOnly==1 && !(ac<5 && ac>0) && t==0) maxplot = max(maxplot, hfill[t][ac]->GetMaximum());
      hfill[t][ac]->SetLineWidth(2);
      if (t==0 && ac>=5){
        hfill[t][ac]->SetLineStyle(7);
        //        hfill[t][ac]->Add(hfill[1][ac]);
      }
      if (t==1) hfill[t][ac]->SetLineStyle(3);
      if (t==3) hfill[t][ac]->SetLineStyle(9);
      hfill[t][ac]->GetXaxis()->SetLabelFont(42);
      hfill[t][ac]->GetXaxis()->SetLabelOffset(0.007);
      hfill[t][ac]->GetXaxis()->SetLabelSize(0.04);
      hfill[t][ac]->GetXaxis()->SetTitleSize(0.06);
      hfill[t][ac]->GetXaxis()->SetTitleOffset(0.9);
      hfill[t][ac]->GetXaxis()->SetTitleFont(42);
      hfill[t][ac]->GetYaxis()->SetNdivisions(505);
      hfill[t][ac]->GetYaxis()->SetLabelFont(42);
      hfill[t][ac]->GetYaxis()->SetLabelOffset(0.007);
      hfill[t][ac]->GetYaxis()->SetLabelSize(0.04);
      hfill[t][ac]->GetYaxis()->SetTitleSize(0.06);
      hfill[t][ac]->GetYaxis()->SetTitleOffset(1.1);
      hfill[t][ac]->GetYaxis()->SetTitleFont(42);
    }
  }

  TPaveText* pt = new TPaveText(0.15, 0.93, 0.85, 1, "brNDC");
  pt->SetBorderSize(0);
  pt->SetFillStyle(0);
  pt->SetTextAlign(12);
  pt->SetTextFont(42);
  pt->SetTextSize(0.045);
  TText* text = pt->AddText(0.025, 0.45, "#font[61]{CMS}");
  text->SetTextSize(0.044);
  text = pt->AddText(0.165, 0.42, "#font[52]{Simulation}");
  text->SetTextSize(0.0315);
  TString cErgTev = "#font[42]{19.7 fb^{-1} (8 TeV) + 5.1 fb^{-1} (7 TeV)}";
  text = pt->AddText(0.537, 0.45, cErgTev);
  text->SetTextSize(0.0315);

  float lxmin = 0.22;
  float lxwidth = 0.38;
  float lymax = 0.9;
  float lywidth = 0.3;
  float lxmax = lxmin + lxwidth;
  float lymin = lymax;
  if (SignalOnly==0) lymin -= lywidth*4./5.;
  else lymin -= lywidth;

  float lxmin2 = 0.22+0.39;
  float lymax2 = lymax;
  float lxmax2 = lxmin2 + lxwidth;
  float lymin2 = lymax2;
  if (SignalOnly==0) lymin2 -= lywidth*2./5.;
  else lymin2 -= lywidth*4./5.;

  if (SignalOnly==1){
    float lxmin3 = lxmin2;
    float lymax3 = lymax2;
    float lxmax3 = lxmax2;
    float lymin3 = lymin2;

    lxmin2 = lxmin;
    lxmax2 = lxmax;
    lymin2 = lymin;
    lymax2 = lymax;
    lxmin = lxmin3;
    lxmax = lxmax3;
    lymin = lymin3;
    lymax = lymax3;
  }

  float pxmin = 0.756;
  float pymin = 0.76;
  float pxmax = 0.85;
  if (SignalOnly==1){
    pymin -= 0.12;
  }
  float pymax = pymin+0.05;
  TPaveText* ptx = new TPaveText(pxmin, pymin, pxmax, pymax, "brNDC");
  ptx->SetBorderSize(0);
  ptx->SetTextFont(42);
  ptx->SetTextSize(0.04);
  ptx->SetLineColor(1);
  ptx->SetLineStyle(1);
  ptx->SetLineWidth(1);
  ptx->SetFillColor(0);
  ptx->SetFillStyle(0);
  text = ptx->AddText(0.01, 0.01, "gg#rightarrow4l");
  text->SetTextSize(0.04);

  TString canvasname = "cCanvas_MCFMBSM_GenLevel";
  if (SignalOnly==1) canvasname.Append("_SignalOnly");
  TCanvas* cc = new TCanvas(canvasname, "", 8, 30, 800, 800);
  cc->cd();
  gStyle->SetOptStat(0);
  cc->SetFillColor(0);
  cc->SetBorderMode(0);
  cc->SetBorderSize(2);
  cc->SetTickx(1);
  cc->SetTicky(1);
  cc->SetLeftMargin(0.17);
  cc->SetRightMargin(0.05);
  cc->SetTopMargin(0.07);
  cc->SetBottomMargin(0.13);
  cc->SetFrameFillStyle(0);
  cc->SetFrameBorderMode(0);
  cc->SetFrameFillStyle(0);
  cc->SetFrameBorderMode(0);
  cc->SetLogy();

  TLegend* ll;
  TLegend* ll2;

  ll = new TLegend(lxmin2, lymin2, lxmax2, lymax2);
  ll2 = new TLegend(lxmin, lymin, lxmax, lymax);

  ll->SetBorderSize(0);
  ll->SetTextFont(42);
  ll->SetTextSize(0.04);
  ll->SetLineColor(1);
  ll->SetLineStyle(1);
  ll->SetLineWidth(1);
  ll->SetFillColor(0);
  ll->SetFillStyle(0);
  ll2->SetBorderSize(0);
  ll2->SetTextFont(42);
  ll2->SetTextSize(0.04);
  ll2->SetLineColor(1);
  ll2->SetLineStyle(1);
  ll2->SetLineWidth(1);
  ll2->SetFillColor(0);
  ll2->SetFillStyle(0);

  TString strACtitle[9]={ "",
    "f_{a2}=1", "f_{a3}=1", "f_{#Lambda1}=1", "f_{#LambdaQ}=1",
    "f_{a2}=0.5, #phi_{#lower[-0.2]{a2}}=#pi", "f_{a3}=0.5", "f_{#Lambda1}=0.5", "f_{#LambdaQ}=0.5"
  };

  int iDraw = 2 - 2*SignalOnly;

  if (SignalOnly==0) hfill[iDraw][0]->GetYaxis()->SetRangeUser(7e-3, maxplot*15.);
  else{
    double histmin = 7e-3;
    if (hfill[iDraw][0]->GetMinimum()>0) histmin = hfill[iDraw][0]->GetMinimum();
    hfill[iDraw][0]->GetYaxis()->SetRangeUser(histmin, maxplot*2000.);
  }
  hfill[iDraw][0]->GetXaxis()->SetRangeUser(xlimits[0], 800.);

  hfill[iDraw][0]->SetLineColor(kBlack);
  if (SignalOnly==0){
    hfill[iDraw][0]->SetFillColor(kAzure-2);
    hfill[iDraw][0]->SetFillStyle(1001);
  }
  hfill[iDraw][0]->Draw("hist");

  hfill[iDraw][1]->SetLineColor(kBlue);
  hfill[iDraw][1]->Draw("histsame");

  hfill[iDraw][2]->SetLineColor(kRed);
  hfill[iDraw][2]->Draw("histsame");

  hfill[iDraw][3]->SetLineColor(kViolet);
  hfill[iDraw][3]->Draw("histsame");

  hfill[iDraw][4]->SetLineColor(kGreen+2);
  hfill[iDraw][4]->Draw("histsame");

  if (SignalOnly==1){
    hfill[iDraw][5]->SetLineColor(kBlue);
    hfill[iDraw][5]->Draw("histsame");

    hfill[iDraw][6]->SetLineColor(kRed);
    hfill[iDraw][6]->Draw("histsame");

    hfill[iDraw][7]->SetLineColor(kViolet);
    hfill[iDraw][7]->Draw("histsame");

    hfill[iDraw][8]->SetLineColor(kGreen+2);
    hfill[iDraw][8]->Draw("histsame");
  }

  if (SignalOnly==0){
    hfill[1][0]->SetLineColor(kBlack);
    hfill[1][0]->SetLineStyle(3);
    hfill[1][0]->Draw("histsame");
  }

  hfill[iDraw][0]->Draw("histsame");

  TLegendEntry* legendtext;
  if (SignalOnly==0){
    legendtext = ll->AddEntry(hfill[iDraw][0], "SM total", "f");
    legendtext = ll->AddEntry(hfill[1][0], "SM bkg.", "f");
    legendtext->SetFillStyle(1001);
    legendtext->SetFillColor(hfill[1][0]->GetFillColor());
  }
  else{
    legendtext = ll->AddEntry(hfill[iDraw][0], "SM signal", "f");
    legendtext->SetFillStyle(3001);
  }

  if (SignalOnly==0){
    legendtext = ll2->AddEntry(hfill[iDraw][4], Form("#Gamma_{H}=#Gamma^{SM}_{H}, %s", strACtitle[4].Data()), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][4]->GetFillColor());
    legendtext = ll2->AddEntry(hfill[iDraw][2], Form("#Gamma_{H}=#Gamma^{SM}_{H}, %s", strACtitle[2].Data()), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][2]->GetFillColor());
    legendtext = ll2->AddEntry(hfill[iDraw][1], Form("#Gamma_{H}=#Gamma^{SM}_{H}, %s", strACtitle[1].Data()), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][1]->GetFillColor());
    legendtext = ll2->AddEntry(hfill[iDraw][3], Form("#Gamma_{H}=#Gamma^{SM}_{H}, %s", strACtitle[3].Data()), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][3]->GetFillColor());
  }
  else{
    legendtext = ll->AddEntry(hfill[iDraw][4], strACtitle[4].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][4]->GetFillColor());
    legendtext = ll->AddEntry(hfill[iDraw][2], strACtitle[2].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][2]->GetFillColor());
    legendtext = ll->AddEntry(hfill[iDraw][1], strACtitle[1].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][1]->GetFillColor());
    legendtext = ll->AddEntry(hfill[iDraw][3], strACtitle[3].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][3]->GetFillColor());
  }
  if (SignalOnly==1){
    legendtext = ll2->AddEntry(hfill[iDraw][8], strACtitle[8].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][8]->GetFillColor());
    legendtext = ll2->AddEntry(hfill[iDraw][5], strACtitle[5].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][5]->GetFillColor());
    legendtext = ll2->AddEntry(hfill[iDraw][7], strACtitle[7].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][7]->GetFillColor());
    legendtext = ll2->AddEntry(hfill[iDraw][6], strACtitle[6].Data(), "f");
    legendtext->SetFillStyle(3001);
    legendtext->SetFillColor(hfill[iDraw][6]->GetFillColor());
  }

  ll->Draw("same");
  ll2->Draw("same");
  ptx->Draw();
  pt->Draw();
  cc->RedrawAxis();
  cc->Update();

  canvasname.Prepend(coutput_common);
  TString canvasname_pdf = canvasname;
  TString canvasname_eps = canvasname;
  TString canvasname_png = canvasname;
  TString canvasname_root = canvasname;
  TString canvasname_c = canvasname;
  canvasname_pdf.Append(".pdf");
  canvasname_eps.Append(".eps");
  canvasname_png.Append(".png");
  canvasname_root.Append(".root");
  canvasname_c.Append(".C");
  cc->SaveAs(canvasname_pdf);
  cc->SaveAs(canvasname_eps);
  cc->SaveAs(canvasname_png);
  cc->SaveAs(canvasname_root);
  cc->SaveAs(canvasname_c);

  foutput->WriteTObject(cc);
  delete ll2;
  delete ll;
  cc->Close();
  delete ptx;
  delete pt;
  for (int t=0; t<4; t++){
    for (int ac=0; ac<5; ac++){
      foutput->WriteTObject(hfill[t][ac]);
      delete hfill[t][ac];
    }
  }
  foutput->Close();
}
void PlotFinal(TGraphAsymmErrors* g_data_final, TGraphAsymmErrors* g_mg_final, TGraphAsymmErrors* g_ph_final, TGraphAsymmErrors* g_ratio_phistar, TGraphAsymmErrors* g_ratio_mg_phistar, TGraphAsymmErrors* g_ratio_ph_phistar, bool isPlot2 = 0, TGraphAsymmErrors* g_re_final = 0, TGraphAsymmErrors* g_ratio_re_phistar = 0) {

    vector<TGraphAsymmErrors*> g_data = SplitGraph(g_data_final);
    vector<TGraphAsymmErrors*> g_mg = SplitGraph(g_mg_final);
    vector<TGraphAsymmErrors*> g_ph = SplitGraph(g_ph_final);
    vector<TGraphAsymmErrors*> r_data = SplitGraph(g_ratio_phistar, 1);
    vector<TGraphAsymmErrors*> r_mg = SplitGraph(g_ratio_mg_phistar);
    vector<TGraphAsymmErrors*> r_ph = SplitGraph(g_ratio_ph_phistar);
    vector<TGraphAsymmErrors*> g_re = SplitGraph(g_re_final);
    vector<TGraphAsymmErrors*> r_re = SplitGraph(g_ratio_re_phistar);
    //New Graphs
    TGraphAsymmErrors* g_ANlo_final = ResbosFromRaj(2);
    TGraphAsymmErrors* r_ANlo_Ratio_final = CreateRatio(g_data_final, g_ANlo_final, 0);
    TGraphAsymmErrors* g_PowPyth8_final = ResbosFromRaj(1);
    TGraphAsymmErrors* r_PowPyth8_Ratio_final = CreateRatio(g_data_final, g_PowPyth8_final, 0);

    vector<TGraphAsymmErrors*> g_ANlo = SplitGraph(g_ANlo_final);
    vector<TGraphAsymmErrors*> r_ANlo = SplitGraph(r_ANlo_Ratio_final);
    vector<TGraphAsymmErrors*> g_Pyth8 = SplitGraph(g_PowPyth8_final);
    vector<TGraphAsymmErrors*> r_Pyth8 = SplitGraph(r_PowPyth8_Ratio_final);

    vector<TGraphAsymmErrors*> g_dummy = CreateDummy(g_data);
    OneDYPlot(g_data, g_mg, g_ph, g_re, g_ANlo, g_Pyth8);
    for (uint i = 0; i < ny; i++) {
        //  for (uint i=0; i<5; i++){ 
        std::ostringstream strs;
        strs << i;
        //TO HERE
        std::string Canvasname = "EventEff_Bin" + strs.str();

        TCanvas* FinalPhiTot = new TCanvas(Canvasname.c_str(), Canvasname.c_str(), 800, 900);
        FinalPhiTot->Divide(1, 2);
        FinalPhiTot->cd(1);
        gPad->SetPad("p1", "p1", 0, 2.5 / 9.0, 1, 1, kWhite, 0, 0);
        gPad->SetBottomMargin(0.01);
        gPad->SetTopMargin(0.06);
        gPad->SetLeftMargin(0.15);
        gPad->SetRightMargin(0.06);
        gPad->SetLogx(1);
        gPad->SetLogy(1);
        g_dummy[i]->GetXaxis()->SetRangeUser(0.001, 10.0);
        if (doNorm) g_dummy[i]->GetYaxis()->SetRangeUser(0.00000005, 1000.0);
        else g_dummy[i]->GetYaxis()->SetRangeUser(0.00005, 1000000.0);
        g_dummy[i]->GetXaxis()->CenterTitle();
        g_dummy[i]->GetYaxis()->CenterTitle();
        g_dummy[i]->Draw("A2");
        g_mg[i]->SetMarkerColor(kBlue - 7);
        g_mg[i]->SetLineColor(kBlue - 7);
        g_mg[i]->SetMarkerSize(1);
        g_mg[i]->SetLineWidth(2);
        g_mg[i]->SetMarkerStyle(21);
        g_mg[i]->Draw("PEsame");
        g_ph[i]->SetMarkerColor(kRed);
        g_ph[i]->SetLineColor(kRed);
        g_ph[i]->SetMarkerSize(1);
        g_ph[i]->SetLineWidth(2);
        g_ph[i]->SetMarkerStyle(22);
        g_ph[i]->Draw("PEsame");
        if (!isPlot2 && elec == 1 && g_re_final) {
            g_re[i]->SetMarkerColor(kGreen + 1);
            g_re[i]->SetLineColor(kGreen + 1);
            g_re[i]->SetMarkerSize(1);
            g_re[i]->SetLineWidth(2);
            g_re[i]->SetMarkerStyle(23);
            g_re[i]->Draw("PEsame");
        }
        g_data[i]->SetFillColor(kYellow);
        g_data[i]->SetMarkerSize(1);
        g_data[i]->SetLineWidth(2);
        g_data[i]->SetMarkerStyle(20);
        g_data[i]->Draw("PEsame");
        g_data[i]->SetFillColor(kYellow);

        TLegend* leg;
        if (isPlot2) leg = new TLegend(0.15, 0.06, 0.80, 0.27);
        else leg = new TLegend(0.15, 0.06, 0.80, 0.31); //TLegend(0.45,0.73,0.94,0.93);//.19 0.06
        leg->SetFillStyle(0);
        leg->SetBorderSize(0);
        leg->SetLineWidth(1);
        leg->SetNColumns(1);
        leg->SetTextFont(42);

        if (!isPlot2) {
            leg->AddEntry(g_data[i], "2012 data", "PEF");
            if (Type == "elec") {
                leg->AddEntry(g_mg[i], "#gamma*/Z #rightarrow ee (MadGraph+Pythia6 Z2*)", "P");
                leg->AddEntry(g_ph[i], "#gamma*/Z #rightarrow ee (Powheg+Pythia6 Z2*)", "P");
                //ToDo AMCAt decisions
                //if (elec == 1 && g_re_final) leg->AddEntry(g_re[i], "#gamma*/Z #rightarrow ee (Resbos)", "P");
                if (elec == 1 && g_re_final) leg->AddEntry(g_re[i], "#gamma*/Z #rightarrow ee (POWHEG+Pythia8)", "P");
            }
            if (Type == "muon") {
                leg->AddEntry(g_mg[i], "#gamma*/Z #rightarrow #mu#mu (MadGraph+Pythia6 Z2*)", "P");
                leg->AddEntry(g_ph[i], "#gamma*/Z #rightarrow #mu#mu (Powheg+Pythia6 Z2*)", "P");
                if (elec == 1 && g_re_final) leg->AddEntry(g_re[i], "#gamma*/Z #rightarrow #mu#mu (Resbos)", "P");
                //if (elec == 1 && g_re_final) leg->AddEntry(g_re[i], "#gamma*/Z #rightarrow #mu#mu (POWHEG+Pythia8 CUETP8M1)", "P");
            }
            if (Type == "combined") {
                leg->AddEntry(g_mg[i], "#gamma*/Z #rightarrow ll (MadGraph+Pythia6 Z2*)", "P");
                leg->AddEntry(g_ph[i], "#gamma*/Z #rightarrow ll (Powheg+Pythia6 Z2*)", "P");
                if (elec == 1 && g_re_final) leg->AddEntry(g_re[i], "#gamma*/Z #rightarrow ll (Resbos)", "P");
                //if (elec == 1 && g_re_final) leg->AddEntry(g_re[i], "#gamma*/Z #rightarrow ll (POWHEG+Pythia8 CUETP8M1)", "P");
            }
        } else {
            if (Type == "combined") {
                leg->AddEntry(g_mg[i], "#gamma*/Z #rightarrow ee (2012 data)", "P");
                leg->AddEntry(g_ph[i], "#gamma*/Z #rightarrow #mu#mu (2012 data)", "P");
                if (doMG)leg->AddEntry(g_data[i], "#gamma*/Z #rightarrow ll (MadGraph+Pythia6 Z2*)", "PEF");
                else leg->AddEntry(g_data[i], "#gamma*/Z #rightarrow ll (Powheg+Pythia6 Z2*)", "PEF");
            }
            if (Type == "elec") {
                leg->AddEntry(g_mg[i], "data (unfolded with Powheg)", "P");
                leg->AddEntry(g_ph[i], "data (unfolded with MadGraph)", "P");
                if (doMG)leg->AddEntry(g_data[i], "#gamma*/Z #rightarrow ll (MadGraph+Pythia6 Z2*)", "PEF");
                else leg->AddEntry(g_data[i], "#gamma*/Z #rightarrow ll (Powheg+Pythia6 Z2*)", "PEF");
            }
        }
        leg->Draw();

        TLatex mark3;
        mark3.SetTextSize(0.043);
        mark3.SetTextFont(42);
        mark3.SetNDC(true);
        mark3.DrawLatex(0.71, 0.955, "19.7 fb^{-1} (8 TeV)");
        TLatex mark;
        mark.SetTextSize(0.043);
        mark.SetTextFont(42);
        mark.SetNDC(true);
        if (Type == "elec" && !isPlot2) {
            mark.DrawLatex(0.53, 0.88, "|#eta^{e_{0}}| < 2.1,        |#eta^{e_{1}}| < 2.4");
            mark.DrawLatex(0.53, 0.81, "p_{T}^{e_{0}} > 30 GeV,   p_{T}^{e_{1}} > 20 GeV");
            mark.DrawLatex(0.53, 0.74, "60 GeV < M_{ee} < 120 GeV");
        }
        if (Type == "combined" || isPlot2) {
            mark.DrawLatex(0.53, 0.88, "|#eta^{l_{0}}| < 2.1,        |#eta^{l_{1}}| < 2.4");
            mark.DrawLatex(0.53, 0.81, "p_{T}^{l_{0}} > 30 GeV,  p_{T}^{l_{1}} > 20 GeV");
            mark.DrawLatex(0.53, 0.74, "60 GeV < M_{ll} < 120 GeV");
        }
        if (i == 0) mark.DrawLatex(0.2, 0.88, "0.0 < |y_{ee}| < 0.4");
        if (i == 1) mark.DrawLatex(0.2, 0.88, "0.4 < |y_{ee}| < 0.8");
        if (i == 2) mark.DrawLatex(0.2, 0.88, "0.8 < |y_{ee}| < 1.2");
        if (i == 3) mark.DrawLatex(0.2, 0.88, "1.2 < |y_{ee}| < 1.6");
        if (i == 4) mark.DrawLatex(0.2, 0.88, "1.6 < |y_{ee}| < 2.0");
        if (i == 5) mark.DrawLatex(0.2, 0.88, "2.0 < |y_{ee}| < 2.4");
        FinalPhiTot->cd(2);
        gPad->SetPad("p2", "p2", 0, 0, 1, 2.5 / 9.0, kWhite, 0, 0);
        gPad->SetBottomMargin(0.37);
        gPad->SetTopMargin(0.01);
        gPad->SetLeftMargin(0.15);
        gPad->SetRightMargin(0.06);
        gPad->SetLogx(1);

        r_data[i]->SetLineWidth(2);
        r_data[i]->GetXaxis()->SetRangeUser(0.001, 10);
        r_data[i]->GetXaxis()->SetTitle("#phi*");
        r_data[i]->GetXaxis()->SetTitleOffset(1.05);
        r_data[i]->GetXaxis()->SetTitleSize(0.12);
        r_data[i]->GetXaxis()->SetLabelSize(0.12);
        r_data[i]->GetYaxis()->SetTitle("MC/Data  ");
        //   r_data[i]->GetYaxis()->SetRangeUser(0.8,1.2);
        r_data[i]->GetYaxis()->SetTitleOffset(0.32);
        r_data[i]->GetYaxis()->SetTitleSize(0.12);
        r_data[i]->GetYaxis()->SetLabelSize(0.12);
        r_data[i]->SetTitle(0);
        if (isPlot2) r_data[i]->GetYaxis()->SetTitle("Data/MC  ");
        else r_data[i]->GetYaxis()->SetTitle("MC/Data   ");
        r_data[i]->GetYaxis()->SetRangeUser(0.5, 1.5);
        r_data[i]->GetYaxis()->SetNdivisions(2, 5, 0);
        if (isPlot2) r_data[i]->GetYaxis()->SetRangeUser(0.3, 1.35);
        if (isPlot2 && (!doNorm)) r_data[i]->GetYaxis()->SetRangeUser(0.7, 1.3);
        r_data[i]->GetYaxis()->SetNdivisions(2, 5, 0);
        r_data[i]->GetYaxis()->SetTitleOffset(0.45);
        r_data[i]->SetFillColor(kYellow);
        r_data[i]->GetXaxis()->SetTitleSize(0.15);
        r_data[i]->GetXaxis()->CenterTitle();
        r_data[i]->GetYaxis()->CenterTitle();
        r_data[i]->Draw("APE2");
        r_mg[i]->SetMarkerSize(1);
        r_mg[i]->SetLineWidth(2);
        r_mg[i]->SetMarkerStyle(21);
        r_mg[i]->SetMarkerColor(kBlue - 7);
        r_mg[i]->SetLineColor(kBlue - 7);
        r_mg[i]->Draw("PEsame");
        r_ph[i]->SetMarkerSize(1);
        r_ph[i]->SetLineWidth(2);
        r_ph[i]->SetMarkerStyle(22);
        r_ph[i]->SetMarkerColor(kRed);
        r_ph[i]->SetLineColor(kRed);
        r_ph[i]->Draw("PEsame");
        r_re[i]->SetMarkerSize(1);
        r_re[i]->SetLineWidth(2);
        r_re[i]->SetMarkerStyle(23);
        r_re[i]->SetMarkerColor(kGreen + 1);
        r_re[i]->SetLineColor(kGreen + 1);
        r_re[i]->Draw("PEsame");

        std::string plotname = "Plots/ZShape_2D_";
        plotname += "Bin" + strs.str() + "_";
        plotname += Tag;
        if (isPlot2 && Type == "combined")plotname += "MuEl";
        else if (isPlot2 && Type == "elec")plotname += "PHMG";
        else plotname += Type;
        plotname += "_";
        if ((Type == "elec" || isPlot2) && !doMG) plotname += "PH_";
        if ((Type == "elec" || isPlot2) && doMG) plotname += "MG_";
        if (doNorm) plotname += "Norm_";
        else plotname += "Abs_";
        if (elec == 0)plotname += "Dressed.";
        if (elec == 1)plotname += "Born.";
        if (elec == 2)plotname += "Naked.";
        //FinalPhiTot->SaveAs((plotname + OutType).c_str());
        delete FinalPhiTot;
        //TO HERE ZACH


        TCanvas* FinalPhiRatio = new TCanvas("FinalPhiRatio", "FinalPhiRatio", 800, 900);
        FinalPhiRatio->cd();
        FinalPhiRatio->SetLogx();
        r_data[i]->GetYaxis()->SetTitle("MC/Data");
        r_data[i]->SetFillColor(kYellow);
        r_data[i]->GetYaxis()->SetRangeUser(0.5, 1.5);
        r_data[i]->GetYaxis()->SetTitleOffset(1.2);
        r_data[i]->GetYaxis()->SetTitleSize(0.04);
        r_data[i]->GetYaxis()->SetLabelSize(0.04);
        r_data[i]->GetXaxis()->SetTitleSize(0.04);
        r_data[i]->GetXaxis()->SetLabelSize(0.04);
        r_data[i]->GetXaxis()->SetLabelOffset(-0.01);
        r_data[i]->Draw("AE2");

        r_mg[i]->SetMarkerStyle(kFullTriangleUp);
        r_mg[i]->SetMarkerColor(kBlue - 7);
        r_mg[i]->SetLineColor(kBlue - 7);

        r_ph[i]->SetMarkerSize(1);
        r_ph[i]->SetLineWidth(2);
        r_ph[i]->SetMarkerStyle(kFullSquare);
        r_ph[i]->SetMarkerColor(kRed);
        r_ph[i]->SetLineColor(kRed);
        r_ph[i]->Draw("PEsame");

        r_mg[i]->Draw("PEsame");

        r_re[i]->SetMarkerColor(kGreen + 1);
        r_re[i]->SetLineColor(kGreen + 1);
        r_re[i]->SetMarkerSize(1);
        r_re[i]->SetLineWidth(2);
        r_re[i]->SetMarkerStyle(kStar);
        r_re[i]->Draw("PEsame");

        r_ANlo[i]->SetMarkerSize(1);
        r_ANlo[i]->SetLineWidth(2);
        r_ANlo[i]->SetMarkerStyle(kOpenCircle);
        r_ANlo[i]->SetMarkerColor(kCyan + 2);
        r_ANlo[i]->SetLineColor(kCyan + 2);
        r_ANlo[i]->Draw("PEsame");

        r_Pyth8[i]->SetMarkerSize(1);
        r_Pyth8[i]->SetLineWidth(2);
        r_Pyth8[i]->SetMarkerStyle(kOpenSquare);
        r_Pyth8[i]->SetMarkerColor(kRed);
        r_Pyth8[i]->SetLineColor(kRed);
        r_Pyth8[i]->Draw("PEsame");

        //r_data[i]->Draw("PEsame");

        mark.SetTextSize(0.03);
        mark.DrawLatex(0.7, 0.907, "19.7 fb^{-1} (8 TeV)");
        mark.DrawLatex(0.19, 0.907, "CMS Preliminary");
        if (i == 0) mark.DrawLatex(0.15, 0.3, "0.0 < |y_{ll}| < 0.4");
        if (i == 1) mark.DrawLatex(0.15, 0.3, "0.4 < |y_{ll}| < 0.8");
        if (i == 2) mark.DrawLatex(0.15, 0.3, "0.8 < |y_{ll}| < 1.2");
        if (i == 3) mark.DrawLatex(0.15, 0.3, "1.2 < |y_{ll}| < 1.6");
        if (i == 4) mark.DrawLatex(0.15, 0.3, "1.6 < |y_{ll}| < 2.0");
        if (i == 5) mark.DrawLatex(0.15, 0.35, "2.0 < |y_{ll}| < 2.4");
        if (Type == "elec" && !isPlot2) {
            mark.DrawLatex(0.15, 0.25, "|#eta^{l_{0}}| < 2.1,        |#eta^{l_{1}}| < 2.4");
            mark.DrawLatex(0.15, 0.20, "p_{T}^{l_{0}} > 30 GeV,   p_{T}^{l_{1}} > 20 GeV");
            if (i != 5)mark.DrawLatex(0.15, 0.15, "60 GeV < M_{ll} < 120 GeV");
            else mark.DrawLatex(0.15, 0.30, "60 GeV < M_{ll} < 120 GeV");
        }
        if (Type == "muon" && !isPlot2) {
            mark.DrawLatex(0.15, 0.25, "|#eta^{#mu_{0}}| < 2.1,        |#eta^{#mu_{1}}| < 2.4");
            mark.DrawLatex(0.15, 0.20, "p_{T}^{#mu_{0}} > 30 GeV,   p_{T}^{#mu_{1}} > 20 GeV");
            mark.DrawLatex(0.15, 0.15, "60 GeV < M_{#mu#mu} < 120 GeV");
        }
        if (Type == "combined" || isPlot2) {
            mark.DrawLatex(0.15, 0.25, "|#eta^{l_{0}}| < 2.1,        |#eta^{l_{1}}| < 2.4");
            mark.DrawLatex(0.15, 0.20, "p_{T}^{l_{0}} > 30 GeV,   p_{T}^{l_{1}} > 20 GeV");
            mark.DrawLatex(0.15, 0.15, "60 GeV < M_{ll} < 120 GeV");
        }

        TLegend* leg2 = new TLegend(0.13, 0.72, 0.7, 0.9);
        leg2->SetFillStyle(0);
        leg2->SetBorderSize(0);
        leg2->SetLineWidth(1);
        leg2->SetNColumns(1);
        leg2->SetTextFont(22);

        leg2->AddEntry(r_data[i], "2012 data", "F");
        if (Type == "elec") {
            leg2->AddEntry(r_mg[i], " MadGraph+Pythia6 (Z2*)", "P");
            leg2->AddEntry(r_ph[i], "POWHEG+Pythia6 (Z2*)", "P");
            leg2->AddEntry(r_re[i], "Resbos", "P");
            leg2->AddEntry(r_ANlo[i], "AMC@nlo+Pythia8(CUETP8M1)", "P");
            leg2->AddEntry(r_Pyth8[i], "POWHEG+Pythia8 (CT10)", "P");
        }
        if (Type == "muon") {
            leg2->AddEntry(r_mg[i], "Z #rightarrow #mu#mu MadGraph", "P");
            leg2->AddEntry(r_ph[i], "Z #rightarrow #mu#mu Powheg", "P");
        }
        if (Type == "combined") {
            leg2->AddEntry(r_mg[i], "Z #rightarrow ll MadGraph", "P");
            leg2->AddEntry(r_ph[i], "Z #rightarrow ll Powheg", "P");
        }
        leg2->Draw();
        plotname = "ZShape_Ratio";

        plotname += Tag;
        if (isPlot2)plotname += "MuEl";
        else plotname += Type;
        plotname = "Plots/Ratio_ZShape_2D_";
        plotname += "Bin" + strs.str() + "_";
        plotname += Tag;
        //if (isPlot2 && Type == "combined")plotname += "MuEl";
        //else if (isPlot2 && Type == "elec")plotname += "PHMG";
        plotname += Type;
        plotname += "_";
        if ((Type == "elec" || isPlot2) && !doMG) plotname += "PH_";
        if ((Type == "elec" || isPlot2) && doMG) plotname += "MG_";
        if (doNorm) plotname += "Norm_";
        else plotname += "Abs_";
        if (elec == 0)plotname += "Dressed.";
        if (elec == 1)plotname += "Born.";
        if (elec == 2)plotname += "Naked.";
        FinalPhiRatio->RedrawAxis();
        FinalPhiRatio->SaveAs((plotname + "pdf").c_str());
        FinalPhiRatio->SaveAs((plotname + "png").c_str());
        FinalPhiRatio->SaveAs((plotname + "C").c_str());
    }


    //TOTAL PLOT FROM HERE
    TCanvas* FinalPhiRatio = new TCanvas("FinalPhiRatio", "FinalPhiRatio", 800, 900);
    FinalPhiRatio->SetBottomMargin(0.1);

    TPad* Info = new TPad("p1", "p1", 0, .03, 1, .9);
    Info->Draw();
    Info->cd();
    Info->Divide(1, 6, 0, 0);


    for (uint i = 0; i < ny; i++) {
        Info->cd(i + 1);
        std::ostringstream strs;
        strs << i;
        std::string gPadName = "p" + strs.str();
        //gPad->SetPad(gPadName.c_str(), gPadName.c_str(), 0, i / 6, 1, (1 + i) / 6, kWhite, 0, 0);
        //gPad->SetLeftMargin(0.15);
        //gPad->SetRightMargin(0.06);
        if (i == 5)gPad->SetBottomMargin(0.2);
        gPad->SetLogx(1);

        if (i == 0)r_data[i]->SetTitle("");
        else r_data[i]->SetTitle("");

        if (i == 0)r_data[i]->GetYaxis()->SetTitle("");
        else if (i == 1)r_data[i]->GetYaxis()->SetTitle("");
        else if (i == 2)r_data[i]->GetYaxis()->SetTitle("MC/Data");
        else if (i == 3)r_data[i]->GetYaxis()->SetTitle("");
        else if (i == 4)r_data[i]->GetYaxis()->SetTitle("");
        else if (i == 5)r_data[i]->GetYaxis()->SetTitle("");

        r_data[i]->GetYaxis()->CenterTitle();
        r_data[i]->SetFillColor(kYellow);
        r_data[i]->GetYaxis()->SetNdivisions(503);
        r_data[i]->GetYaxis()->SetRangeUser(0.865, 1.135);
        if (i == 4)r_data[i]->GetYaxis()->SetRangeUser(0.77, 1.23);
        if (i == 5)r_data[i]->GetYaxis()->SetRangeUser(0.4, 1.6);
        r_data[i]->GetYaxis()->SetTitleOffset(0.2); //OFFSET
        r_data[i]->GetYaxis()->SetTitleSize(0.2); //Y TITLE SIZE
        r_data[i]->GetYaxis()->SetLabelSize(0.15);
        r_data[i]->GetXaxis()->SetTitleSize(0);
        r_data[i]->GetXaxis()->SetLabelSize(0);
        r_data[i]->GetXaxis()->SetTitle("");
        r_data[i]->GetXaxis()->CenterTitle();
        if (i == ny - 1) {
            r_data[i]->GetXaxis()->SetTitleOffset(0.42); //OFFSET
            r_data[i]->GetXaxis()->SetTitleSize(0.2); //X TITLE SIZE
            r_data[i]->GetXaxis()->SetLabelSize(0.15);
            r_data[i]->GetXaxis()->SetLabelOffset(-0.01);
            r_data[i]->GetXaxis()->SetTitle("#phi*");
            r_data[i]->GetXaxis()->CenterTitle();
        }
        r_data[i]->GetXaxis()->SetRangeUser(.015, 1.95);
        r_data[i]->Draw("AE2");

        r_mg[i]->SetMarkerStyle(kFullTriangleUp);
        r_mg[i]->SetMarkerColor(kBlue - 7);
        r_mg[i]->SetLineColor(kBlue - 7);

        r_ph[i]->SetMarkerSize(1);
        r_ph[i]->SetLineWidth(2);
        r_ph[i]->SetMarkerStyle(kFullSquare);
        r_ph[i]->SetMarkerColor(kRed);
        r_ph[i]->SetLineColor(kRed);
        r_ph[i]->Draw("PEsame");

        r_mg[i]->Draw("PEsame");

        r_re[i]->SetMarkerColor(kGreen + 1);
        r_re[i]->SetLineColor(kGreen + 1);
        r_re[i]->SetMarkerSize(1);
        r_re[i]->SetLineWidth(2);
        r_re[i]->SetMarkerStyle(kStar);
        r_re[i]->Draw("PEsame");

        r_ANlo[i]->SetMarkerSize(1);
        r_ANlo[i]->SetLineWidth(2);
        r_ANlo[i]->SetMarkerStyle(kOpenCircle);
        r_ANlo[i]->SetMarkerColor(kCyan + 2);
        r_ANlo[i]->SetLineColor(kCyan + 2);
        r_ANlo[i]->Draw("PEsame");

        r_Pyth8[i]->SetMarkerSize(1);
        r_Pyth8[i]->SetLineWidth(2);
        r_Pyth8[i]->SetMarkerStyle(kOpenSquare);
        r_Pyth8[i]->SetMarkerColor(kRed);
        r_Pyth8[i]->SetLineColor(kRed);
        r_Pyth8[i]->Draw("PEsame");
    }
    //r_data_WO->Draw("PEsame");
    FinalPhiRatio->cd(0);
    TLatex mark;
    mark.SetTextSize(0.02);
    mark.SetNDC(kTRUE);
    mark.DrawLatex(.75, .95, "19.7 fb^{-1} (8 TeV)");
    mark.DrawLatex(0.1, .95, "CMS Preliminary");
    TLatex mark2;
    mark2.SetTextSize(0.02);
    mark2.SetNDC(kTRUE);
    mark2.DrawLatex(.12, .84, "0.0 < |y_{ll}| < 0.4");
    mark2.DrawLatex(.12, .7, "0.4 < |y_{ll}| < 0.8");
    mark2.DrawLatex(.12, .55, "0.8 < |y_{ll}| < 1.2");
    mark2.DrawLatex(.12, .42, "1.2 < |y_{ll}| < 1.6");
    mark2.DrawLatex(.12, .28, "1.6 < |y_{ll}| < 2.0");
    mark2.DrawLatex(.12, .15, "2.0 < |y_{ll}| < 2.4");
    //mark.DrawLatex(-0.15, 0.25, "|#eta^{l_{0}}| < 2.1,        |#eta^{l_{1}}| < 2.4");
    //mark.DrawLatex(0.15, 0.20, "p_{T}^{l_{0}} > 30 GeV,   p_{T}^{l_{1}} > 20 GeV");
    //if (i != 5)mark.DrawLatex(0.15, 0.15, "60 GeV < M_{ll} < 120 GeV");
    //else mark.DrawLatex(0.15, 0.30, "60 GeV < M_{ll} < 120 GeV");

    FinalPhiRatio->cd(1);
    TLegend* leg2 = new TLegend(0.09, 0.888, 0.9, 0.94);
    leg2->SetNColumns(3);
    leg2->SetFillStyle(0);
    //leg2->SetBorderSize(1);
    leg2->SetLineWidth(1);
    leg2->SetTextFont(22);

    leg2->AddEntry(r_data[1], "2012 data", "F");
    leg2->AddEntry(r_mg[1], " MadGraph+Pythia6 (Z2*)", "P");
    leg2->AddEntry(r_ph[1], "POWHEG+Pythia6 (Z2*)", "P");
    leg2->AddEntry(r_re[1], "Resbos", "P");
    leg2->AddEntry(r_ANlo[1], "AMC@nlo+Pythia8(CUETP8M1)", "P");
    leg2->AddEntry(r_Pyth8[1], "POWHEG+Pythia8 (CT10)", "P");

    leg2->Draw();
    std::string plotname = "Plots/Ratio_ZShape_2D_ALL";
    plotname += Tag;
    //if (isPlot2 && Type == "combined")plotname += "MuEl";
    //else if (isPlot2 && Type == "elec")plotname += "PHMG";
    plotname += Type;
    plotname += "_";
    if ((Type == "elec" || isPlot2) && !doMG) plotname += "PH_";
    if (doNorm) plotname += "Norm_";
    else plotname += "Abs_";
    if (elec == 0)plotname += "Dressed.";
    if (elec == 1)plotname += "Born.";

    if (elec == 2)plotname += "Naked.";
    FinalPhiRatio->RedrawAxis();
    FinalPhiRatio->SaveAs((plotname + "pdf").c_str());
    FinalPhiRatio->SaveAs((plotname + "png").c_str());
    FinalPhiRatio->SaveAs((plotname + "C").c_str());


    //TO HEREs


}
void OneDYPlot(vector<TGraphAsymmErrors*> g_data, vector<TGraphAsymmErrors*> g_mg, vector<TGraphAsymmErrors*> g_ph, vector<TGraphAsymmErrors*> g_re, vector<TGraphAsymmErrors*> g_ANlo, vector<TGraphAsymmErrors*> g_Pyth8) {
    TGraphAsymmErrors* g_data_Y = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_mg_Y = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_ph_Y = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_re_Y = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_ANlo_Y = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_Pyh8_Y = new TGraphAsymmErrors(ny);

    TGraphAsymmErrors* g_Data_Y_ratio = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_mg_Y_ratio = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_ph_Y_ratio = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_re_Y_ratio = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_ANlo_Y_ratio = new TGraphAsymmErrors(ny);
    TGraphAsymmErrors* g_Pyh8_Y_ratio = new TGraphAsymmErrors(ny);

    for (size_t i = 0; i < ny; i++) {
        cout << "our error for the first bin is " << g_data[i]->GetErrorYhigh(0) << endl;
    }

    double YError = 0;
    size_t YBin = 5;
    for (size_t i = 0; i < nphistar; i++) {

        double BinSizeSquared = (phistarBins[i + 1] - phistarBins[i])*(phistarBins[i + 1] - phistarBins[i]);
        double x, y;

        g_data[YBin]->GetPoint(i, x, y);
        cout << "Error For Phistar bin " << i << " is: " << sqrt(g_data[YBin]->GetErrorYhigh(i) * g_data[YBin]->GetErrorYhigh(i)) << endl;
        YError = sqrt(YError * YError + g_data[YBin]->GetErrorYhigh(i) * g_data[YBin]->GetErrorYhigh(i) * BinSizeSquared);
    }

    cout << "OOOKAy our int value is " << IntValue(g_data[YBin]) << endl;
    cout << "And our error is " << YError << endl;

    for (int i = 0; i < (int) ny; i++) {


        g_data_Y->SetPoint(i, .2 + .4 * i, IntValue(g_data[i]));
        g_mg_Y->SetPoint(i, .2 + .4 * i, IntValue(g_mg[i]));
        g_ph_Y->SetPoint(i, .2 + .4 * i, IntValue(g_ph[i]));
        g_re_Y->SetPoint(i, .2 + .4 * i, IntValue(g_re[i]));
        g_ANlo_Y->SetPoint(i, .2 + .4 * i, IntValue(g_ANlo[i]));
        g_Pyh8_Y->SetPoint(i, .2 + .4 * i, IntValue(g_Pyth8[i]));

        g_data_Y->SetPointError(i, 0, 0, YErrorValue(g_data[i]), YErrorValue(g_data[i]));
        g_mg_Y->SetPointError(i, 0, 0, YErrorValue(g_mg[i]), YErrorValue(g_mg[i]));
        g_ph_Y->SetPointError(i, 0, 0, YErrorValue(g_ph[i]), YErrorValue(g_ph[i]));
        g_re_Y->SetPointError(i, 0, 0, YErrorValue(g_re[i]), YErrorValue(g_re[i]));
        g_ANlo_Y->SetPointError(i, 0, 0, YErrorValue(g_ANlo[i]), YErrorValue(g_ANlo[i]));
        g_Pyh8_Y->SetPointError(i, 0, 0, YErrorValue(g_Pyth8[i]), YErrorValue(g_Pyth8[i]));

    }



    RatioValue(g_Data_Y_ratio, g_data_Y, g_data_Y);
    RatioValue(g_mg_Y_ratio, g_data_Y, g_mg_Y);
    RatioValue(g_ph_Y_ratio, g_data_Y, g_ph_Y);
    RatioValue(g_re_Y_ratio, g_data_Y, g_re_Y);
    RatioValue(g_ANlo_Y_ratio, g_data_Y, g_ANlo_Y);
    RatioValue(g_Pyh8_Y_ratio, g_data_Y, g_Pyh8_Y);


    TCanvas* FinalPhiTot = new TCanvas("FinalPhiTot", "FinalPhiTot", 800, 900);
    FinalPhiTot->Divide(1, 2);
    FinalPhiTot->cd(1);
    gPad->SetPad("p1", "p1", 0, 2.5 / 9.0, 1, 1, kWhite, 0, 0);
    gPad->SetBottomMargin(0.01);
    gPad->SetTopMargin(0.06);
    gPad->SetLeftMargin(0.15);
    gPad->SetRightMargin(0.06);
    //gPad->SetLogy(1);
    g_data_Y->SetTitle("");
    g_data_Y->GetYaxis()->SetTitle("1/#sigma^{fid} #bullet d#sigma^{fid}/dy");
    g_data_Y->GetYaxis()->SetTitleSize(.065);
    g_data_Y->GetYaxis()->SetTitleOffset(1.);
    g_data_Y->GetYaxis()->CenterTitle();
    g_data_Y->GetYaxis()->SetLabelSize(0.05);
    g_data_Y->GetXaxis()->SetRangeUser(0.0, 2.4);
    g_data_Y->GetXaxis()->SetLabelSize(.0);
    g_data_Y->SetFillColor(kGray);
    if (doNorm) g_data_Y->GetYaxis()->SetRangeUser(.01, .8);
    else g_data_Y->GetYaxis()->SetRangeUser(1000, 400000.0);
    g_data_Y->Draw("A2");
    int Color1 = kBlue;
    int Color2 = kRed;
    g_mg_Y->SetMarkerColor(Color1);
    g_mg_Y->SetLineColor(Color1);
    g_mg_Y->SetMarkerSize(1);
    g_mg_Y->SetLineWidth(2);
    g_mg_Y->SetMarkerStyle(4);
    g_mg_Y->Draw("PEsame");
    g_ph_Y->SetMarkerColor(Color2);
    g_ph_Y->SetLineColor(Color2);
    g_ph_Y->SetMarkerSize(1);
    g_ph_Y->SetLineWidth(2);
    g_ph_Y->SetMarkerStyle(20);
    g_ph_Y->Draw("PEsame");
    int ColorError = kYellow;
    g_data_Y->SetFillColor(ColorError);
    g_data_Y->SetMarkerSize(1);
    g_data_Y->SetLineWidth(2);
    g_data_Y->SetMarkerStyle(20);
    g_data_Y->Draw("PEsame");
    g_data_Y->SetFillColor(ColorError);

    TLegend* leg = new TLegend(0.23, 0.76, 0.95, 0.94);
    leg->SetFillStyle(0);
    leg->SetBorderSize(0);
    leg->SetLineWidth(1);
    leg->SetNColumns(1);
    leg->SetTextFont(42);

    leg->AddEntry(g_data_Y, "2012 data", "PEF");

    leg->AddEntry(g_mg_Y, "Z #rightarrow ee MadGraph+Pythia6 (Z2star)", "P");
    leg->AddEntry(g_ph_Y, "Z #rightarrow ee POWHEG+Pythia6 (Z2star)", "P");
    leg->Draw();

    TLatex mark;
    // mark.SetTextSize(0.05);
    mark.SetTextSize(0.035);
    mark.SetNDC(true);
    mark.DrawLatex(0.745, 0.95, "19.7 fb^{-1} (8 TeV)");
    mark.DrawLatex(0.19, 0.955, "CMS Preliminary");
    //if (Type == "elec") {
    mark.DrawLatex(0.19, 0.20, "|#eta^{l_{0}}| < 2.1,        |#eta^{l_{1}}| < 2.4");
    mark.DrawLatex(0.19, 0.13, "p_{T}^{l_{0}} > 30 GeV,   p_{T}^{l_{1}} > 20 GeV");
    mark.DrawLatex(0.19, 0.06, "60 GeV < M_{ll} < 120 GeV");
    //}

    FinalPhiTot->cd(2);
    gPad->SetPad("p2", "p2", 0, 0, 1, 2.5 / 9.0, kWhite, 0, 0);
    gPad->SetBottomMargin(0.37);
    gPad->SetTopMargin(0.01);
    gPad->SetLeftMargin(0.15);
    gPad->SetRightMargin(0.06);


    g_Data_Y_ratio->SetTitle("");
    g_Data_Y_ratio->GetYaxis()->SetTitle("MC/Data ");
    g_Data_Y_ratio->GetYaxis()->SetTitleOffset(0.4);
    g_Data_Y_ratio->GetYaxis()->SetTitleSize(.15);
    g_Data_Y_ratio->SetFillColor(kYellow);
    g_Data_Y_ratio->GetYaxis()->SetRangeUser(0.9, 1.1);



    g_Data_Y_ratio->GetYaxis()->SetLabelSize(0.04);
    g_Data_Y_ratio->GetXaxis()->SetLabelSize(0.13);
    g_Data_Y_ratio->GetXaxis()->SetLabelOffset(0.02);
    g_Data_Y_ratio->GetXaxis()->SetRangeUser(0, 2.4);
    g_Data_Y_ratio->GetXaxis()->SetNdivisions(510);
    g_Data_Y_ratio->GetXaxis()->SetTitle("y_{ll}");
    g_Data_Y_ratio->GetXaxis()->SetTitleSize(0.15);
    g_Data_Y_ratio->GetXaxis()->SetTitleOffset(1);
    g_Data_Y_ratio->GetXaxis()->CenterTitle();
    g_Data_Y_ratio->GetYaxis()->SetNdivisions(505);
    g_Data_Y_ratio->GetYaxis()->SetLabelSize(0.13);
    g_Data_Y_ratio->Draw("AE2");
    g_mg_Y_ratio->SetMarkerSize(1);
    g_mg_Y_ratio->SetLineWidth(2);
    g_mg_Y_ratio->SetMarkerStyle(4);
    g_mg_Y_ratio->SetMarkerColor(Color1);
    g_mg_Y_ratio->SetLineColor(Color1);
    g_mg_Y_ratio->Draw("PEsame");
    g_ph_Y_ratio->SetMarkerSize(1);
    g_ph_Y_ratio->SetLineWidth(2);
    g_ph_Y_ratio->SetMarkerStyle(20);
    g_ph_Y_ratio->SetMarkerColor(Color2);
    g_ph_Y_ratio->SetLineColor(Color2);
    g_ph_Y_ratio->Draw("PEsame");
    std::string plotname = "Plots/YFull";
    if (!doMG) plotname += "PH_";
    if (doNorm) plotname += "Norm_";
    else plotname += "Abs_";
    if (elec == 0)plotname += "Dressed.";
    if (elec == 1)plotname += "Born.";
    if (elec == 2)plotname += "Naked.";
    FinalPhiTot->SaveAs((plotname + "pdf").c_str());
    FinalPhiTot->SaveAs((plotname + "png").c_str());
    FinalPhiTot->SaveAs((plotname + "C").c_str());
    //RatioPlotStart
    TCanvas* FinalPhiRatio = new TCanvas("FinalPhiRatio", "FinalPhiRatio", 800, 900);
    FinalPhiRatio->cd();
    g_Data_Y_ratio->SetTitle("");
    g_Data_Y_ratio->GetYaxis()->SetTitle("MC/Data");
    g_Data_Y_ratio->GetYaxis()->CenterTitle();
    g_Data_Y_ratio->SetFillColor(kYellow);
    g_Data_Y_ratio->GetYaxis()->SetRangeUser(0.5, 1.25);
    g_Data_Y_ratio->GetYaxis()->SetTitleOffset(1.2);
    g_Data_Y_ratio->GetYaxis()->SetTitleSize(0.04);
    g_Data_Y_ratio->GetYaxis()->SetLabelSize(0.04);
    g_Data_Y_ratio->GetXaxis()->SetRangeUser(0.0, 2.4);
    g_Data_Y_ratio->GetXaxis()->SetTitleSize(0.043);
    g_Data_Y_ratio->GetXaxis()->SetLabelSize(0.04);
    g_Data_Y_ratio->GetXaxis()->SetLabelOffset(0.012);
    g_Data_Y_ratio->Draw("AE2");

    g_mg_Y_ratio->SetMarkerStyle(kFullTriangleUp);
    g_mg_Y_ratio->SetMarkerColor(kBlue - 7);
    g_mg_Y_ratio->SetLineColor(kBlue - 7);

    g_ph_Y_ratio->SetMarkerSize(1);
    g_ph_Y_ratio->SetLineWidth(2);
    g_ph_Y_ratio->SetMarkerStyle(kFullSquare);
    g_ph_Y_ratio->SetMarkerColor(kRed);
    g_ph_Y_ratio->SetLineColor(kRed);
    g_ph_Y_ratio->Draw("PEsame");

    g_mg_Y_ratio->Draw("PEsame");

    g_re_Y_ratio->SetMarkerColor(kGreen + 1);
    g_re_Y_ratio->SetLineColor(kGreen + 1);
    g_re_Y_ratio->SetMarkerSize(1);
    g_re_Y_ratio->SetLineWidth(2);
    g_re_Y_ratio->SetMarkerStyle(kStar);
    g_re_Y_ratio->Draw("PEsame");

    g_ANlo_Y_ratio->SetMarkerSize(1);
    g_ANlo_Y_ratio->SetLineWidth(2);
    g_ANlo_Y_ratio->SetMarkerStyle(kOpenCircle);
    g_ANlo_Y_ratio->SetMarkerColor(kCyan + 2);
    g_ANlo_Y_ratio->SetLineColor(kCyan + 2);
    g_ANlo_Y_ratio->Draw("PEsame");

    g_Pyh8_Y_ratio->SetMarkerSize(1);
    g_Pyh8_Y_ratio->SetLineWidth(2);
    g_Pyh8_Y_ratio->SetMarkerStyle(kOpenSquare);
    g_Pyh8_Y_ratio->SetMarkerColor(kRed);
    g_Pyh8_Y_ratio->SetLineColor(kRed);
    g_Pyh8_Y_ratio->Draw("PEsame");

    //r_data_WO->Draw("PEsame");

    mark.SetTextSize(0.03);
    mark.DrawLatex(0.7, 0.907, "19.7 fb^{-1} (8 TeV)");
    mark.DrawLatex(0.19, 0.907, "CMS Preliminary");

    if (Type == "elec") {
        mark.DrawLatex(0.15, 0.25, "|#eta^{l_{0}}| < 2.1,        |#eta^{l_{1}}| < 2.4");
        mark.DrawLatex(0.15, 0.20, "p_{T}^{l_{0}} > 30 GeV,   p_{T}^{l_{1}} > 20 GeV");
        mark.DrawLatex(0.15, 0.15, "60 GeV < M_{ll} < 120 GeV");
    }


    TLegend* leg2 = new TLegend(0.13, 0.72, 0.7, 0.9);
    leg2->SetFillStyle(0);
    leg2->SetBorderSize(0);
    leg2->SetLineWidth(1);
    leg2->SetNColumns(1);
    leg2->SetTextFont(22);

    leg2->AddEntry(g_Data_Y_ratio, "2012 data", "F");
    if (Type == "elec") {
        leg2->AddEntry(g_mg_Y_ratio, " MadGraph+Pythia6 (Z2*)", "P");
        leg2->AddEntry(g_ph_Y_ratio, "POWHEG+Pythia6 (Z2*)", "P");
        leg2->AddEntry(g_re_Y_ratio, "Resbos", "P");
        leg2->AddEntry(g_ANlo_Y_ratio, "AMC@nlo+Pythia8(CUETP8M1)", "P");
        leg2->AddEntry(g_Pyh8_Y_ratio, "POWHEG+Pythia8 (CT10)", "P");
    }

    leg2->Draw();

    plotname = "Plots/Ratio_YRatio";
    plotname += Tag;
    //if (isPlot2 && Type == "combined")plotname += "MuEl";
    //else if (isPlot2 && Type == "elec")plotname += "PHMG";
    plotname += Type;
    plotname += "_";
    if ((Type == "elec") && !doMG) plotname += "PH_";
    if ((Type == "elec") && doMG) plotname += "MG_";
    if (doNorm) plotname += "Norm_";
    else plotname += "Abs_";
    if (elec == 0)plotname += "Dressed.";
    if (elec == 1)plotname += "Born.";
    if (elec == 2)plotname += "Naked.";
    FinalPhiRatio->RedrawAxis();
    FinalPhiRatio->SaveAs((plotname + "pdf").c_str());
    FinalPhiRatio->SaveAs((plotname + "png").c_str());
    FinalPhiRatio->SaveAs((plotname + "C").c_str());



}
Ejemplo n.º 16
0
void buildPlotAxial_DD(){

	TH2F *dummyHist = new TH2F("dum","",1,1,900,1,6E-43,1E-37);
	dummyHist->GetYaxis()->SetTitle("#sigma_{SD} (cm^{2})");
	dummyHist->GetXaxis()->SetTitle("m_{DM} (GeV)");
	dummyHist->GetYaxis()->SetTitleOffset(1.5);
	dummyHist->GetYaxis()->SetTitleSize(0.046);
	dummyHist->GetXaxis()->SetTitleSize(0.046);
	dummyHist->GetYaxis()->SetTitleOffset(1.5);
	dummyHist->GetXaxis()->SetTitleOffset(1.25);
	dummyHist->GetYaxis()->SetTitleSize(0.045);
	dummyHist->GetXaxis()->SetTitleSize(0.045);
	dummyHist->GetYaxis()->SetLabelSize(0.04);
	dummyHist->GetXaxis()->SetLabelSize(0.04);


	gROOT->ProcessLine(".x paperStyle.C"); 
	gStyle->SetOptStat(0);
	gStyle->SetPalette(51);
	
	TFile *fiDD = TFile::Open("MassLimit_1_801_0_Both_updatePICO.root");
	TGraph *DDF = (TGraph*)fiDD->Get("DD");

	TFile *fi = TFile::Open("MassLimit_1_801_0_Both.root");

	TCanvas *can = new TCanvas();
	dummyHist->Draw("AXIS");
	
	TGraph *combinedD 	= makeOBV(combined_obs); combinedD->SetLineColor(1); combinedD->SetName("EXP");
	TGraph *combined_obsD 	= makeOBV(combined); combined_obsD->SetLineColor(1);combined_obsD->SetName("OBS");
	TGraph *monojetD 	= makeOBV(monojet); monojetD->SetLineColor(kBlue); monojetD->SetName("mjet");
	// Phil swapped boosted and resolved
	TGraph *boostedD 	= makeOBV(resolved); boostedD->SetLineColor(kMagenta); boostedD->SetName("bjet");
	TGraph *resolvedD 	= makeOBV(boosted); resolvedD->SetLineColor(kGreen); resolvedD->SetName("rjet");
	TGraph *monovD 		= makeOBV(monov); monovD->SetLineColor(kRed); monovD->SetName("MV");

	/* other lines */
	combinedD->Draw("lsame"); 
	combined_obsD->Draw("lsame"); 
	monojetD->Draw("lsame"); 
	boostedD->Draw("lsame"); 
	resolvedD->Draw("lsame"); 
	monovD->Draw("lsame"); 
	DDF->Draw("lsame");
	

	TLegend *leg = new TLegend(0.19,0.40,0.51,0.63,NULL,"brNDC");
	leg->SetFillStyle(0);
	leg->AddEntry(combinedD,"Median Expected","L");
	leg->AddEntry(combined_obsD,"Observed","L");
	leg->AddEntry(monojetD,"Monojet","L");
	leg->AddEntry(boostedD,"Boosted","L");
	leg->AddEntry(resolvedD,"Resolved","L");
	leg->AddEntry(monovD,"V-tagged","L");
	leg->AddEntry(DDF,"PICO-2L","L");
	leg->Draw();
	
   	TLatex *   texCMS = new TLatex(0.20,0.84,"#bf{CMS}");
	//TLegend *WHITEBOX = new TLegend(0.18,0.83,0.3,0.89);
   	//TLatex *   texCMS = new TLatex(0.20,0.84,"#bf{CMS}#it{Preliminary}");
	TLegend *WHITEBOX = new TLegend(0.18,0.83,0.42,0.89);
	WHITEBOX->SetFillColor(kWhite);
	//WHITEBOX->Draw();
	texCMS->SetNDC();
   	texCMS->SetTextFont(42);
   	texCMS->SetLineWidth(2);
   	texCMS->SetTextSize(0.042); texCMS->Draw();
	//tex->SetFillColor(kWhite);
	TLatex * tex = new TLatex();
	tex->SetNDC();
   	tex->SetTextFont(42);
   	tex->SetLineWidth(2);
   	tex->SetTextSize(0.035);
	tex->Draw();
   	tex->DrawLatex(0.69,0.94,"19.7 fb^{-1} (8 TeV)");
   	tex->DrawLatex(0.20,0.8,"g_{DM}=g_{SM}=1");
   	tex->DrawLatex(0.20,0.7,"Axial");
	
	can->SetRightMargin(0.11);
	can->SetLogx();
	can->SetLogy();
	can->RedrawAxis();	

	can->SaveAs("MassLimit_1_801_0_Both_DD.pdf");
	
        TFile *rout = new TFile("axialDD_out.root","RECREATE");
        rout->WriteTObject(combined_obsD,"combined");
        rout->WriteTObject(combinedD,"combined_expected"); 
        rout->WriteTObject(DDF,"DD_mass");
	rout->Close();
	
/*
 KEY: TCanvas	A;1	A
  KEY: TGraph	DD_mass;1	DD_mass
  KEY: TGraph	DD;1	DD
  KEY: TGraph	monojet;1	monojet
  KEY: TGraph	resolved;1	resolved
  KEY: TGraph	boosted;1	boosted
  KEY: TGraph	monov;1	monov
  KEY: TGraph	combined;1	combined
  KEY: TGraph	combinedUp;1	combinedUp
  KEY: TGraph	combinedDown;1	combinedDown
  KEY: TGraph	monojet_obs;1	monojet_obs
  KEY: TGraph	resolved_obs;1	resolved_obs
  KEY: TGraph	boosted_obs;1	boosted_obs
  KEY: TGraph	monov_obs;1	monov_obs
  KEY: TGraph	combined_obs;1	combined_obs
  KEY: TGraph2D	2D;1	2D	
*/	

}
Ejemplo n.º 17
0
void gluinoMass(double lumi=-1., double maxInstLumi=-1.) {
	
  if (lumi<0)
    lumi=877.;
  if (maxInstLumi<0)
    maxInstLumi=1300.;
  LimitPlots plots(lumi);
  
  plots.calculateCrossSections(7,4,39,9);
	
  // expected limit (1 and 2 sigma bands)
  TGraph* g_exp = plots.getExpMassLimitGluino();
  TGraphAsymmErrors* g_exp1 = plots.getExpMassLimitGluino1Sig();
  TGraphAsymmErrors* g_exp2 = plots.getExpMassLimitGluino2Sig();
  
  // three points on counting expt curve
  TGraph* g_gluino = plots.getMassLimitGluino();
  TGraph* g_stop = plots.getMassLimitStop();
  
  // one point from lifetime fit
  TGraph* g_tp = plots.getMassLimitGluinoTP();
  
  // theory prediction
  TGraph* g_thGluino = plots.getGluinoTheory();
  TGraph* g_thStop = plots.getStopTheory();
  
  TCanvas* canvas = new TCanvas("canvas");
  
  //canvas->SetGrid();
  canvas->SetLogy();
  
  TH1 * h;
  h = canvas->DrawFrame(300., .02, 1000., 1e2);
  //h->SetTitle("Beamgap Expt;m_{#tilde{g}} [GeV/c^{2}]; Stopped HSCP Cross Section #times BR [pb]");
  h->SetTitle("Beamgap Expt;m_{#tilde{g}} [GeV/c^{2}]; #sigma(pp #rightarrow #tilde{g}#tilde{g}) #times BR(#tilde{g} #rightarrow g#tilde{#chi}^{0}) [pb]");
  
  // not covered region
  TBox* nc = new TBox(100., .1, 150., 5e2);
  nc->SetFillStyle(3354);
  nc->SetFillColor(kRed-4);
  //nc->Draw();
  
  // details
  TPaveText* blurb = new TPaveText(300., 2, 550., 1e2);
  blurb->AddText("CMS Preliminary 2012");

  std::stringstream label;
  label<<"#int L dt = "<<lumi<<" fb^{-1}";
  blurb->AddText(label.str().c_str());
  label.str("");
  double peakInstLumi=maxInstLumi;
  int exponent=30;
  while (peakInstLumi>10) {
    peakInstLumi/=10.;
    ++exponent;
  }
  label<<"L^{max}_{inst} = "<<peakInstLumi<<" x 10^{"<<exponent<<"} cm^{-2}s^{-1}";
  blurb->AddText(label.str().c_str());
  label.str("");
  label << "#sqrt{s} = " << ENERGY << " TeV";
  blurb->AddText(label.str().c_str());
  blurb->AddText("m_{#tilde{g}} - m_{#tilde{#chi}^{0}} = 100 GeV/c^{2}");
  //blurb->AddText("m_{#tilde{t}} - m_{#tilde{#chi}^{0}} = 200 GeV/c^{2}");	
  blurb->SetTextFont(42);
  blurb->SetBorderSize(0);
  blurb->SetFillColor(0);
  blurb->SetShadowColor(0);
  blurb->SetTextAlign(12);
  blurb->SetTextSize(0.032);

  
  // legend
  TBox *legbg = new TBox(600., 2., 900., 1e2);
  legbg->Draw();
  TLegend *leg = new TLegend(600., 2., 900., 1e2,"95% C.L. Limits","");
  leg->SetTextSize(0.028);
  leg->SetBorderSize(0);
  leg->SetTextFont(42);
  leg->SetFillColor(0);
  leg->AddEntry(g_exp, "Expected: 10 #mus - 1000 s Counting Exp. ", "l");
  leg->AddEntry(g_exp1, "Expected #pm1#sigma: 10 #mus - 1000 s Counting Exp. ", "f");
  leg->AddEntry(g_exp2, "Expected #pm2#sigma: 10 #mus - 1000 s Counting Exp. ", "f");
  //	  leg->AddEntry(graph3, "Obs.: 10^{6} s Counting Exp.", "l");
  leg->AddEntry(g_gluino, "Obs.: 10 #mus - 1000 s Counting Exp. ", "l");
  leg->AddEntry(g_tp, "Obs.: 10 #mus Timing Profile ", "l");
  //leg->AddEntry(g_stop, "Obs.: 10 #mus - 1000 s Counting Exp. (#tilde{t})", "l");
  //leg->AddEntry(graph_em, "Obs.: 10 #mus - 1000 s Counting Exp. (EM only)", "l");
  //  leg->AddEntry(graph1, "Obs.: 570 ns Counting Exp.", "l");
  leg->Draw();
  
  
  
  // 2 sigma expected band
  g_exp2->SetLineColor(0);
  g_exp2->SetLineStyle(0);
  g_exp2->SetLineWidth(0);
  g_exp2->SetFillColor(5);
  g_exp2->SetFillStyle(1001);
  g_exp2->Draw("3");
  
  // 1 sigma expected band
  g_exp1->SetLineColor(0);
  g_exp1->SetLineStyle(0);
  g_exp1->SetLineWidth(0);
  g_exp1->SetFillColor(3);
  g_exp1->SetFillStyle(1001);
  g_exp1->Draw("3");  
  
  // expected line
  g_exp->SetLineStyle(2);
  g_exp->SetLineWidth(1);
  g_exp->Draw("l");
  
 
  // plateau limit - 1 ms
  g_gluino->SetLineColor(1);
  g_gluino->SetLineStyle(1);
  g_gluino->SetLineWidth(2);
  g_gluino->Draw("l");
  
  // stop curve
  g_stop->SetLineColor(1);
  g_stop->SetLineStyle(5);
  g_stop->SetLineWidth(2);
  //g_stop->Draw("l");
 

  // 1 mus lifetime fit limit
  g_tp->SetLineColor(kRed);
  g_tp->SetLineStyle(1);
  g_tp->SetLineWidth(2);
  g_tp->Draw("l");
  
  // theory line
  g_thGluino->SetLineColor(kBlue);
  g_thGluino->SetLineStyle(1);
  g_thGluino->SetLineWidth(2);
  g_thGluino->SetFillStyle(3001);
  g_thGluino->SetFillColor(kBlue-4);
  g_thGluino->Draw("l3");
  
  g_thStop->SetLineColor(kRed);
  g_thStop->SetLineStyle(1);
  g_thStop->SetLineWidth(2);
  g_thStop->SetFillStyle(3001);
  g_thStop->SetFillColor(kRed-4);
  //g_thStop->Draw("l3");


  // theory line label
  TLatex* th = new TLatex(600., .3, "NLO+NLL #tilde{g}");
  th->SetTextColor(kBlue);
  th->SetTextFont(42);
  th->SetTextSize(0.035);
  th->Draw();

  TLatex* ths = new TLatex(330., 2., "NLO+NLL #tilde{t}");
  ths->SetTextColor(kRed);
  ths->SetTextFont(42);
  ths->SetTextSize(0.035);
  //ths->Draw();

  // not explored label
  TText* ne = new TText(125., .2, "Not Sensitive");
  ne->SetTextColor(kRed+1);
  ne->SetTextFont(42);
  ne->SetTextAngle(90);
  ne->SetTextSize(0.035);
  //ne->Draw();

  blurb->Draw();

  canvas->RedrawAxis();

  canvas->Print("gluinoMassLimit.pdf");
  canvas->Print("gluinoMassLimit.C");

  plots.calculateIntercepts();
  
}
void
draw2DLimitBFstyle(map<string,TList *>& m_contours,
		     const TString& par1,
		     const TString& par2,
		     const TString& plotprefix,
		     TLegend *legend)
{

  //from here we build the two-dimensional aTGC limit

  TCanvas *finalPlot = new TCanvas("final","limits",500,500);
  finalPlot->cd();

  cout << "Drawing +2s" << endl;

  TList *contLevel = m_contours["+2s"];
  TGraph *curv;

  assert(contLevel);

  curv = (TGraph*)(contLevel->First());

  //curv->GetYaxis()->SetRangeUser(-1.25*curv->GetYaxis()->GetXmax(),
	  			   //+2.0*curv->GetYaxis()->GetXmax());
  //curv->GetYaxis()->SetRangeUser(-0.1,0.15);
  curv->GetYaxis()->SetRangeUser(parmin(par2),parmax(par2));

  curv->SetTitle();
  curv->GetXaxis()->SetTitle(par2latex(par1));
  curv->GetXaxis()->SetTitleFont(42);
  curv->GetYaxis()->SetTitle(par2latex(par2));
  curv->GetYaxis()->SetTitleFont(42);
  curv->GetYaxis()->SetTitleOffset(1.20);

  for (int i=0; i<contLevel->GetSize(); i++) {
    assert(curv);
    curv->SetLineColor(kYellow);
    curv->SetFillColor(kYellow);
    curv->GetXaxis()->SetLimits(parmin(par1),parmax(par1));
    if (!i) {
      curv->Draw("ACF");
      legend->AddEntry(curv,"#pm 2#sigma","F");
    } else 
      curv->Draw("SAME CF");
    curv=(TGraph *)(contLevel->After(curv));
  }

  cout << "Drawing +1s" << endl;
  
  contLevel = m_contours["+1s"];

  curv = (TGraph*)(contLevel->First());

  for (int i=0; i<contLevel->GetSize(); i++) {
    curv->SetLineColor(kGreen);
    curv->SetFillColor(kGreen);
    curv->Draw("SAME CF");
    if (!i) legend->AddEntry(curv,"#pm 1#sigma","F");
    curv=(TGraph *)(contLevel->After(curv));
  }

  cout << "Drawing -1s" << endl;

  contLevel = m_contours["-1s"];
  curv = (TGraph*)(contLevel->First());
  for (int i=0; i<contLevel->GetSize(); i++) {
    curv->SetLineColor(kYellow);
    curv->SetFillColor(kYellow);
    curv->Draw("SAME CF");
    curv=(TGraph *)(contLevel->After(curv));
  }

  cout << "Drawing -2s" << endl;
  
  contLevel = m_contours["-2s"];

  if (!contLevel)
    //  this can happen more often for this contour if there is insufficient
    // sensitivity close to the SM
    cerr << "No contour level for +2s, have to fill in the central region" << endl;
  else {
    curv = (TGraph*)(contLevel->First());
    for (int i=0; i<contLevel->GetSize(); i++) {
      curv->SetFillColor(kWhite);
      curv->SetLineColor(kYellow);
      curv->Draw("SAME CF");
      curv=(TGraph *)(contLevel->After(curv));
    }
  }
  cout << "Drawing median" << endl;
  
  curv = (TGraph*)(m_contours["median"]->First());
  curv->SetLineColor(kBlack);
  curv->SetLineWidth(2);
  curv->SetLineStyle(2);
  curv->Draw("SAME C");

  legend->AddEntry(curv,"Expected","L");
  
  cout << "Drawing obs" << endl;

  contLevel = m_contours["obs"];
  curv = (TGraph*)(contLevel->First());
  for (int i=0; i<contLevel->GetSize(); i++) {
    curv->SetLineColor(kBlack);
    curv->SetLineWidth(2);
    curv->Draw("SAME C");
    if (!i) legend->AddEntry(curv,"Observed","L");
    curv=(TGraph *)(contLevel->After(curv));
  }

  
  TGraph *SMpoint = new TGraph(1);
  SMpoint->SetPoint(1,0,0);
  SMpoint->Draw("SAME Po");
  
  // smLabel = TPaveText(0,
  //                     m_contours["-2s"]->GetYaxis()->GetXmax()/8,
  //                     m_contours["-2s"]->GetXaxis()->GetXmax()/3->5,
  //                     -m_contours["-2s"]->GetYaxis()->GetXmax()/8);
  // smLabel->SetFillStyle(0);
  // smLabel->SetBorderSize(0);
  // smLabel->AddText(" SM");
  // smLabel->Draw();

  legend->Draw();

  TPaveText *text = new TPaveText(0.566,0.87,0.965,1.101,"NDC");
  text->SetFillStyle(0);
  text->SetBorderSize(0);
  text->AddText(Form("95%% CL Limit on %s and %s",par2latex(par1).Data(),par2latex(par2).Data()));
  text->AddText(0,0.35,Form("#intL dt= %.1f fb^{-1}, #sqrt{s} = %d TeV",intlumifbinv,beamcometev));
  text->Draw();

  // text2 = TPaveText(0.155,0.199,0.974,0.244,"NDC");
  // text2->SetFillStyle(0);
  // text2->SetBorderSize(0);
  // text2->AddText("Values outside contour excluded");
  // text2->Draw();

  //text3 = TPaveText(0.506,0.699,0.905,0.758,"NDC");
  //text3->SetFillStyle(0);
  //text3->SetBorderSize(0);
  //text3->AddText(options.flavorText);
  //text3->Draw();    
  
  finalPlot->RedrawAxis();
  finalPlot->ResetAttPad();
  finalPlot->Update();

  finalPlot->Draw();
  finalPlot->Update();
  finalPlot->Modified();
  finalPlot->Update();
  finalPlot->Print(Form("%s.pdf",plotprefix.Data()));
  finalPlot->Print(Form("%s.eps",plotprefix.Data()));
  finalPlot->Print(Form("%s.png",plotprefix.Data()));

}                                                  // draw2DlimitBFstyle
void 
HTT_EE_X(bool scaled=true, bool log=true, float min=0.1, float max=-1., string inputfile="root/$HISTFILE", const char* directory="ee_$CATEGORY")
{
  // define common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  // determine category tag
  const char* category = ""; const char* category_extra = ""; const char* category_extra2 = "";
  if(std::string(directory) == std::string("ee_0jet_low"             )){ category = "ee, 0 jet";          }    
  if(std::string(directory) == std::string("ee_0jet_low"             )){ category_extra = "p_{T}(lep1) low";          }    
  if(std::string(directory) == std::string("ee_0jet_high"            )){ category = "ee, 0 jet";          }    
  if(std::string(directory) == std::string("ee_0jet_high"            )){ category_extra = "p_{T}(lep1) high";         }    
  if(std::string(directory) == std::string("ee_1jet_low"          )){ category = "ee, 1 jet";          }    
  if(std::string(directory) == std::string("ee_1jet_low"          )){ category_extra = "p_{T}(lep1) low";       }    
  if(std::string(directory) == std::string("ee_1jet_high"          )){ category = "ee, 1 jet";          }    
  if(std::string(directory) == std::string("ee_1jet_high"          )){ category_extra = "p_{T}(lep1) high";       }    
  if(std::string(directory) == std::string("ee_vbf"            )){ category = "ee, 2 jet";          }    
  if(std::string(directory) == std::string("ee_vbf"            )){ category_extra = "VBF";              }    
  if(std::string(directory) == std::string("ee_nobtag"               )){ category = "ee";          }    
  if(std::string(directory) == std::string("ee_nobtag"               )){ category_extra = "No B-Tag";                        }    
  if(std::string(directory) == std::string("ee_btag"                 )){ category = "ee";          }    
  if(std::string(directory) == std::string("ee_btag"                 )){ category_extra = "B-Tag";                           }

  const char* dataset;
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 4.9 fb^{-1} at 7 TeV";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 19.8 fb^{-1} at 8 TeV";}
 
  TFile* input = new TFile(inputfile.c_str());
#ifdef MSSM
  TFile* input2 = new TFile((inputfile+"_$MA_$TANB").c_str());
#endif
  TH1F* ZTT     = refill((TH1F*)input ->Get(TString::Format("%s/ZTT"     , directory)), "ZTT"     ); InitHist(ZTT     , "", "", kOrange  -  4, 1001);
  TH1F* ZEE     = refill((TH1F*)input ->Get(TString::Format("%s/ZEE"     , directory)), "ZEE"     ); InitHist(ZEE     , "", "", kAzure   +  2, 1001);
  TH1F* TTJ     = refill((TH1F*)input ->Get(TString::Format("%s/TTJ"     , directory)), "TTJ"     ); InitHist(TTJ     , "", "", kBlue    -  8, 1001);
  TH1F* QCD     = refill((TH1F*)input ->Get(TString::Format("%s/QCD"     , directory)), "QCD"     ); InitHist(QCD     , "", "", kMagenta - 10, 1001);
  TH1F* Dibosons= refill((TH1F*)input ->Get(TString::Format("%s/Dibosons", directory)), "Dibosons"); InitHist(Dibosons, "", "", kGreen   -  4, 1001);
  TH1F* WJets   = refill((TH1F*)input ->Get(TString::Format("%s/WJets"   , directory)), "WJets"   ); InitHist(WJets   , "", "", kRed     +  2, 1001);
#ifdef MSSM
  TH1F* ggH     = refill((TH1F*)input2->Get(TString::Format("%s/ggH$MA"  , directory)), "ggH"     ); InitSignal(ggH); ggH->Scale($TANB);
  TH1F* bbH     = refill((TH1F*)input2->Get(TString::Format("%s/bbH$MA"  , directory)), "bbH"     ); InitSignal(bbH); bbH->Scale($TANB);
#else
#ifndef DROP_SIGNAL
  TH1F* ggH     = refill((TH1F*)input ->Get(TString::Format("%s/ggH125"  , directory)), "ggH"     ); InitSignal(ggH); ggH->Scale(SIGNAL_SCALE);
  TH1F* qqH     = refill((TH1F*)input ->Get(TString::Format("%s/qqH125"  , directory)), "qqH"     ); InitSignal(qqH); qqH->Scale(SIGNAL_SCALE);
  TH1F* VH      = refill((TH1F*)input ->Get(TString::Format("%s/VH125"   , directory)), "VH"      ); InitSignal(VH ); VH ->Scale(SIGNAL_SCALE);
#endif
#endif
#ifdef ASIMOV
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs_asimov", directory)), "data", true);
#else
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data", true);
#endif
#ifdef MSSM
  InitHist(data, "#bf{m_{#tau#tau} [GeV]}" , "#bf{dN/dm_{#tau#tau} [1/GeV]}"); InitData(data);
#else
  InitHist(data, "#bf{D}", "#bf{dN/dD}"     ); InitData(data);
#endif

  TH1F* ref=(TH1F*)ZTT->Clone("ref");
  ref->Add(ZEE);
  ref->Add(TTJ);
  ref->Add(QCD);
  ref->Add(Dibosons);
  ref->Add(WJets);

  double unscaled[9];
  unscaled[0] = ZTT->Integral();
  unscaled[1] = ZEE->Integral();
  unscaled[2] = TTJ->Integral();
  unscaled[3] = QCD->Integral();
  unscaled[4] = Dibosons->Integral();
  unscaled[5] = WJets->Integral();
#ifdef MSSM
  unscaled[6] = ggH->Integral();
  unscaled[7] = bbH->Integral();
  unscaled[8] = 0;
#else
#ifndef DROP_SIGNAL
  unscaled[6] = ggH->Integral();
  unscaled[7] = qqH->Integral();
  unscaled[8] = VH ->Integral();
#endif
#endif
  
  if(scaled){
    rescale(ZTT, 1); 
    rescale(ZEE, 2); 
    rescale(TTJ, 3); 
    rescale(QCD, 4); 
    rescale(Dibosons, 5); 
    rescale(WJets,    6);
#ifdef MSSM 
    rescale(ggH, 7);
    rescale(bbH, 8);
#else
#ifndef DROP_SIGNAL
    rescale(ggH, 7);
    rescale(qqH, 8);
    rescale(VH,  9);
#endif
#endif
  }

  TH1F* scales[9];
  scales[0] = new TH1F("scales-ZTT", "", 9, 0, 9);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (ZTT->Integral()/unscaled[0]-1.)      : 0.);
  scales[1] = new TH1F("scales-ZEE"  , "", 9, 0, 9);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? (ZEE->Integral()/unscaled[1]-1.)      : 0.);
  scales[2] = new TH1F("scales-TTJ", "", 9, 0, 9);
  scales[2]->SetBinContent(3, unscaled[2]>0 ? (TTJ->Integral()/unscaled[2]-1.)      : 0.);
  scales[3] = new TH1F("scales-QCD"  , "", 9, 0, 9);
  scales[3]->SetBinContent(4, unscaled[3]>0 ? (QCD->Integral()/unscaled[3]-1.)      : 0.);
  scales[4] = new TH1F("scales-Dibosons", "", 9, 0, 9);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (Dibosons->Integral()/unscaled[4]-1.) : 0.);
  scales[5] = new TH1F("scales-WJets"  , "", 9, 0, 9);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (WJets->Integral()/unscaled[5]-1.)    : 0.);
#ifdef MSSM
  scales[6] = new TH1F("scales-ggH"  , "", 9, 0, 9);
  scales[6]->SetBinContent(7, unscaled[6]>0 ? (ggH->Integral()/unscaled[6]-1.)      : 0.);
  scales[7] = new TH1F("scales-bbH"  , "", 9, 0, 9);
  scales[7]->SetBinContent(8, unscaled[7]>0 ? (bbH->Integral()/unscaled[7]-1.)      : 0.);
  scales[8] = new TH1F("scales-NONE" , "", 9, 0, 9);
  scales[8]->SetBinContent(9, 0.);
#else
#ifndef DROP_SIGNAL
  scales[6] = new TH1F("scales-ggH"  , "", 9, 0, 9);
  scales[6]->SetBinContent(7, unscaled[6]>0 ? (ggH->Integral()/unscaled[4]-1.)      : 0.);
  scales[7] = new TH1F("scales-qqH"  , "", 9, 0, 9);
  scales[7]->SetBinContent(8, unscaled[7]>0 ? (qqH->Integral()/unscaled[5]-1.)      : 0.);
  scales[8] = new TH1F("scales-VH"   , "", 9, 0, 9);
  scales[8]->SetBinContent(9, unscaled[8]>0 ? (VH ->Integral()/unscaled[6]-1.)      : 0.);
#endif
#endif

  WJets->Add(Dibosons);
  QCD->Add(WJets);
  TTJ->Add(QCD);
  ZTT->Add(TTJ);
  ZEE->Add(ZTT);
  if(log){
#ifdef MSSM
    ggH  ->Add(bbH);
#else
#ifndef DROP_SIGNAL
    qqH  ->Add(VH );
    ggH  ->Add(qqH);
#endif
#endif
  }
  else{
#ifdef MSSM
    bbH  ->Add(WJets);
    ggH  ->Add(bbH);
#else
#ifndef DROP_SIGNAL
    VH   ->Add(WJets);
    qqH  ->Add(VH );
    ggH  ->Add(qqH);
#endif
#endif
  }


  /*
    mass plot before and after fit
  */
  TCanvas* canv = MakeCanvas("canv", "histograms", 600, 600);
  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(0, data->FindBin(345)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(UPPER_EDGE)); };
#else
  data->GetXaxis()->SetRange(0, data->FindBin(345));
#endif
  data->SetNdivisions(505);
  data->SetMinimum(min);
#ifndef DROP_SIGNAL
  data->SetMaximum(max>0 ? max : std::max(std::max(maximum(data, log), maximum(ZTT, log)), maximum(ggH, log)));
#else
  data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(ZTT, log)));
#endif
  data->Draw("e");

  TH1F* errorBand = (TH1F*)ZEE ->Clone("errorBand");
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(1);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);
  for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
    if(errorBand->GetBinContent(idx)>0){
      std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
      break;
    }
  }
  if(log){
    ZEE->Draw("histsame");
    ZTT->Draw("histsame");
    TTJ->Draw("histsame");
    QCD->Draw("histsame");
    WJets->Draw("histsame");
    //Dibosons->Draw("histsame");
    $DRAW_ERROR
#ifndef DROP_SIGNAL
    ggH->Draw("histsame");
#endif

  }
  else{
#ifndef DROP_SIGNAL
    ggH  ->Draw("histsame");
#endif
    ZEE->Draw("histsame");
    ZTT->Draw("histsame");
    TTJ->Draw("histsame");
    QCD->Draw("histsame");
    WJets->Draw("histsame");
    //Dibosons->Draw("histsame");
    $DRAW_ERROR
  }
  data->Draw("esame");
  canv->RedrawAxis();

  //CMSPrelim(dataset, "#tau_{e}#tau_{e}", 0.17, 0.835);
  CMSPrelim(dataset, "", 0.16, 0.835);
  TPaveText* chan     = new TPaveText(0.20, (category_extra2 && category_extra2[0]=='\0') ? 0.65+0.061 : 0.65+0.061, 0.32, 0.75+0.161, "tlbrNDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText(category);
  chan->AddText(category_extra);
  chan->AddText(category_extra2);
  chan->Draw();

/*  TPaveText* cat      = new TPaveText(0.20, 0.71+0.061, 0.32, 0.71+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();
*/
#ifdef MSSM
  TPaveText* massA      = new TPaveText(0.55, 0.50+0.061, 0.95, 0.50+0.161, "NDC");
  massA->SetBorderSize(   0 );
  massA->SetFillStyle(    0 );
  massA->SetTextAlign(   12 );
  massA->SetTextSize ( 0.03 );
  massA->SetTextColor(    1 );
  massA->SetTextFont (   62 );
  massA->AddText("m^{h}_{max} (m_{A}=$MA GeV, tan#beta=$TANB)");
  massA->Draw();
#endif

#ifdef MSSM  
  TLegend* leg = new TLegend(0.55, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(ggH  , "#phi#rightarrow#tau#tau" , "L" );
#else
  TLegend* leg = new TLegend(0.50, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
#ifndef DROP_SIGNAL
  if(SIGNAL_SCALE!=1){
    leg->AddEntry(ggH  , TString::Format("%.0f#timesH(125 GeV)#rightarrow#tau#tau", SIGNAL_SCALE) , "L" );
  }
  else{
    leg->AddEntry(ggH  , "H(125 GeV)#rightarrow#tau#tau" , "L" );
  }
#endif
#endif
#ifdef ASIMOV
  leg->AddEntry(data , "sum(bkg) + H(125)"           , "LP");
#else
  leg->AddEntry(data , "observed"                    , "LP");
#endif
  leg->AddEntry(ZEE  , "Z#rightarrowee"              , "F" );
  leg->AddEntry(ZTT  , "Z#rightarrow#tau#tau"        , "F" );
  leg->AddEntry(TTJ  , "t#bar{t}"                    , "F" );
  leg->AddEntry(QCD  , "QCD"                         , "F" );
  leg->AddEntry(WJets, "electroweak"                 , "F" );
  //leg->AddEntry(Dibosons  , "Dibosons"             , "F" );
  $ERROR_LEGEND
  leg->Draw();

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd();

  TH1F* model = (TH1F*)ZEE ->Clone("model");
  TH1F* test1 = (TH1F*)data->Clone("test1"); 
  for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
    //the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
    model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
    model->SetBinError  (ibin+1, CONVERVATIVE_CHI2 ? 0. : model->GetBinError  (ibin+1)*model->GetBinWidth(ibin+1));
    test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
    test1->SetBinError  (ibin+1, test1->GetBinError  (ibin+1)*test1->GetBinWidth(ibin+1));
  }
  double chi2prob = test1->Chi2Test      (model,"PUW");        std::cout << "chi2prob:" << chi2prob << std::endl;
  double chi2ndof = test1->Chi2Test      (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
  double ksprob   = test1->KolmogorovTest(model);              std::cout << "ksprob  :" << ksprob   << std::endl;
  double ksprobpe = test1->KolmogorovTest(model,"DX");         std::cout << "ksprobpe:" << ksprobpe << std::endl;  

  std::vector<double> edges;
  TH1F* zero = (TH1F*)ref ->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat1"); 
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    rat1->SetBinContent(ibin+1, ZEE->GetBinContent(ibin+1)>0 ? data->GetBinContent(ibin+1)/ZEE->GetBinContent(ibin+1) : 0);
    rat1->SetBinError  (ibin+1, ZEE->GetBinContent(ibin+1)>0 ? data->GetBinError  (ibin+1)/ZEE->GetBinContent(ibin+1) : 0);
    zero->SetBinContent(ibin+1, 0.);
    zero->SetBinError  (ibin+1, ZEE->GetBinContent(ibin+1)>0 ? ZEE ->GetBinError  (ibin+1)/ZEE->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
  }
  float range = 0.1;
  std::sort(edges.begin(), edges.end());
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+range);
  rat1->SetMinimum(-range);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
#ifdef MSSM
  rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}"); 
#else
  rat1->GetXaxis()->SetTitle("#bf{D}");
#endif
  rat1->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->SetMarkerSize(0.1);
  zero->Draw("e2histsame");
  canv0->RedrawAxis();

  TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
  stat1->SetBorderSize(   0 );
  stat1->SetFillStyle(    0 );
  stat1->SetTextAlign(   12 );
  stat1->SetTextSize ( 0.05 );
  stat1->SetTextColor(    1 );
  stat1->SetTextFont (   62 );
  stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f", chi2ndof, chi2prob));
  //stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f, P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
  stat1->Draw();

  /*
    Ratio After fit over Prefit
  */
  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  edges.clear();
  TH1F* rat2 = (TH1F*) ZEE->Clone("rat2");
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    rat2->SetBinContent(ibin+1, ref->GetBinContent(ibin+1)>0 ? ZEE->GetBinContent(ibin+1)/ref->GetBinContent(ibin+1) : 0);
    rat2->SetBinError  (ibin+1, ref->GetBinContent(ibin+1)>0 ? ZEE->GetBinError  (ibin+1)/ref->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    if(rat2->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat2->GetBinContent(ibin+1)-1.)+TMath::Abs(rat2->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
    }
  }
  range = 0.1;
  std::sort(edges.begin(), edges.end());
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
#if defined MSSM
  if(!log){ rat2->GetXaxis()->SetRange(0, rat2->FindBin(345)); } else{ rat2->GetXaxis()->SetRange(0, rat2->FindBin(UPPER_EDGE)); };
#else
  rat2->GetXaxis()->SetRange(0, rat2->FindBin(345));
#endif
  rat2->SetNdivisions(505);
  rat2->SetLineColor(kRed+ 3);
  rat2->SetMarkerColor(kRed+3);
  rat2->SetMarkerSize(1.1);
  rat2->SetMaximum(+range);
  rat2->SetMinimum(-range);
  rat2->GetYaxis()->SetTitle("#bf{Postfit/Prefit-1}");
  rat2->GetYaxis()->CenterTitle();
#if defined MSSM
  rat2->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}"); 
#else
  rat2->GetXaxis()->SetTitle("#bf{D}");
#endif
  rat2->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->Draw("e2histsame");
  canv1->RedrawAxis();

  /*
    Relative shift per sample
  */
  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
  canv2->SetGridx();
  canv2->SetGridy();
  canv2->cd();

  InitHist  (scales[0], "", "", kOrange  -  4, 1001);
  InitHist  (scales[1], "", "", kAzure   +  2, 1001);
  InitHist  (scales[2], "", "", kBlue    -  8, 1001);
  InitHist  (scales[3], "", "", kMagenta - 10, 1001);
  InitHist  (scales[4], "", "", kGreen   -  4, 1001);
  InitHist  (scales[5], "", "", kRed     +  2, 1001);  
#ifndef DROP_SIGNAL
  InitSignal(scales[6]);
  InitSignal(scales[7]);
  InitSignal(scales[8]);
#endif
  scales[0]->Draw();
  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{ZTT}");
  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{ZEE}"  );
  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{TTJ}");
  scales[0]->GetXaxis()->SetBinLabel(4, "#bf{QCD}"  );
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{Dibosons}");
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{WJets}"  );
#ifdef MSSM
  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{ggH}"  );
  scales[0]->GetXaxis()->SetBinLabel(8, "#bf{bbH}"  );
  scales[0]->GetXaxis()->SetBinLabel(9, "#bf{NONE}" );
#else
  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{ggH}"  );
  scales[0]->GetXaxis()->SetBinLabel(8, "#bf{qqH}"  );
  scales[0]->GetXaxis()->SetBinLabel(9, "#bf{VH}"   );
#endif
  scales[0]->SetMaximum(+0.5);
  scales[0]->SetMinimum(-0.5);
  scales[0]->GetYaxis()->CenterTitle();
  scales[0]->GetYaxis()->SetTitle("#bf{Postfit/Prefit-1}");
  scales[1]->Draw("same");
  scales[2]->Draw("same");
  scales[3]->Draw("same");
  scales[4]->Draw("same");
  scales[5]->Draw("same");
#ifndef DROP_SIGNAL
  scales[6]->Draw("same");
  scales[7]->Draw("same");
  scales[8]->Draw("same");
#endif
  TH1F* zero_samples = (TH1F*)scales[0]->Clone("zero_samples"); zero_samples->Clear();
  zero_samples->SetBinContent(1,0.);
  zero_samples->Draw("same");
  canv2->RedrawAxis();

  /*
    prepare output
  */
 bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.png"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.pdf"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  canv   ->Print(TString::Format("%s_%sfit_%s_%s.eps"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
  if(log || FULLPLOTS)
  {
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
  }
  if((log && scaled) || FULLPLOTS)
  {
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN")); 
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"));
  }

  TFile* output = new TFile(TString::Format("%s_%sfit_%s_%s.root", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "LIN"), "update");
  output->cd();
  data ->Write("data_obs");
  ZTT->Write("Ztt"  );
  ZEE->Write("Zee"  );
  TTJ->Write("ttbar");
  QCD->Write("Fakes");
  Dibosons->Write("Dibosons");
  WJets->Write("EWK");
#ifdef MSSM
  ggH  ->Write("ggH");
  bbH  ->Write("bbH");
#else
#ifndef DROP_SIGNAL
  ggH  ->Write("ggH");
  qqH  ->Write("qqH");
  VH   ->Write("VH" );
#endif
#endif
  if(errorBand){
    errorBand->Write("errorBand");
  }
  output->Close();
 
  delete errorBand;
  delete model;
  delete test1;
  delete zero;
  delete rat1;
  delete rat2;
  delete zero_samples;
  delete ref;
}
void
draw2DLimitContours(map<string,TList *>& m_contours,
		    const TString& par1,
		    const TString& par2,
		    const TString& plotprefix,
		    TLegend *legend)
{

  //from here we build the two-dimensional aTGC limit

  TCanvas *finalPlot = new TCanvas("final","limits",500,500);
  finalPlot->cd();

  cout << "Drawing expected 68%" << endl;

  TList *contLevel = m_contours["exp68"];
  TGraph *curv;

  std::cout << "m_contours.size() = " << m_contours.size() << std::endl;

  for (map<string,TList *>::const_iterator iter = m_contours.begin(); iter != m_contours.end(); iter++ ){
    std::cout << "iter->first = " << iter->first << std::endl;
    std::cout << "iter->second = " << iter->second << std::endl;
  }

  std::cout << "contLevel = " << contLevel << std::endl;

  assert(contLevel);

  curv = (TGraph*)(contLevel->First());

  curv->GetXaxis()->SetLimits(parmin(par1),parmax(par1));
  curv->GetYaxis()->SetRangeUser(parmin(par2),parmax(par2));

  curv->SetTitle();
  curv->GetXaxis()->SetTitle(par2latex(par1));
  curv->GetXaxis()->SetTitleFont(42);
  curv->GetYaxis()->SetTitle(par2latex(par2));
  curv->GetYaxis()->SetTitleFont(42);
  curv->GetYaxis()->SetTitleOffset(1.20);

  for (int i=0; i<contLevel->GetSize(); i++) {
    assert(curv);
    curv->SetLineColor(kBlue);
    curv->SetLineWidth(2);
    curv->SetLineStyle(9);
    if (!i) {
      curv->Draw("AC");
      legend->AddEntry(curv,"Expected 68% C.L.","L");
    } else 
      curv->Draw("SAME C");
    curv=(TGraph *)(contLevel->After(curv));
  }

  cout << "Drawing expected 95%" << endl;
  
  contLevel = m_contours["exp95"];

  curv = (TGraph*)(contLevel->First());

  for (int i=0; i<contLevel->GetSize(); i++) {
    curv->SetLineColor(kGreen);
    curv->SetLineWidth(2);
    curv->SetLineStyle(9);
    curv->Draw("SAME C");
    if (!i) legend->AddEntry(curv,"Expected 95% C.L.","L");
    curv=(TGraph *)(contLevel->After(curv));
  }

  cout << "Drawing expected 99%" << endl;

  contLevel = m_contours["exp99"];
  curv = (TGraph*)(contLevel->First());
  for (int i=0; i<contLevel->GetSize(); i++) {
    curv->SetLineColor(kRed);
    curv->SetLineWidth(2);
    curv->SetLineStyle(9);
    curv->Draw("SAME C");
    if (!i) legend->AddEntry(curv,"Expected 99% C.L.","L");
    curv=(TGraph *)(contLevel->After(curv));
  }

  
  contLevel = m_contours["obs95"];

  if (contLevel) {
    cout << "Drawing obs95" << endl;

    curv = (TGraph*)(contLevel->First());

    for (int i=0; i<contLevel->GetSize(); i++) {
      curv->Draw("SAME C");
      curv->SetLineWidth(2);
      if (!i) legend->AddEntry(curv,"Observed 95% C.L.","L");
      curv=(TGraph *)(contLevel->After(curv));
    }
  }

  
  TGraph *SMpoint = new TGraph(1);
  SMpoint->SetPoint(1,0,0);
  //SMpoint->Draw("SAME Po");
  
  //smLabel = TPaveText(0,
  //                    m_contours["-2s"]->GetYaxis()->GetXmax()/8,
  //                    m_contours["-2s"]->GetXaxis()->GetXmax()/3->5,
  //                    -m_contours["-2s"]->GetYaxis()->GetXmax()/8);
  //smLabel->SetFillStyle(0);
  //smLabel->SetBorderSize(0);
  //smLabel->AddText(" SM");
  //smLabel->Draw();

  legend->Draw();

  TPaveText *text = new TPaveText(0.566,0.87,0.965,1.101,"NDC");
  text->SetFillStyle(0);
  text->SetBorderSize(0);
  //text->AddText(Form("95%% CL Limit on %s and %s",par2latex(par1).Data(),par2latex(par2).Data()));
  text->AddText(0,0.35,Form("#intL dt= %.1f fb^{-1}, #sqrt{s} = %d TeV",intlumifbinv,beamcometev));
  text->Draw();

  // text2 = TPaveText(0.155,0.199,0.974,0.244,"NDC");
  // text2->SetFillStyle(0);
  // text2->SetBorderSize(0);
  // text2->AddText("Values outside contour excluded");
  // text2->Draw();

  //text3 = TPaveText(0.506,0.699,0.905,0.758,"NDC");
  //text3->SetFillStyle(0);
  //text3->SetBorderSize(0);
  //text3->AddText(options.flavorText);
  //text3->Draw();    
  
  gPad->SetGrid(1,1);

  finalPlot->RedrawAxis();
  finalPlot->ResetAttPad();
  finalPlot->Update();

  finalPlot->Draw();
  finalPlot->Update();
  finalPlot->Modified();
  finalPlot->Update();
  finalPlot->Print(Form("%s.pdf",plotprefix.Data()));
  finalPlot->Print(Form("%s.eps",plotprefix.Data()));
  //finalPlot->Print(Form("%s.png",plotprefix.Data()));

}                                                 // draw2DlimitContours
void 
HBB_HAD_X(bool scaled=true, bool log=true, float min=0.1, float max=-1., string inputfile="root/$HISTFILE", const char* directory="bb_$CATEGORY")
{
  // define common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");
  const char* category_extra = "";
  if(std::string(directory) == std::string("bb_had0"  )){ category_extra = "all-had_{0}";  }
  if(std::string(directory) == std::string("bb_had1"  )){ category_extra = "all-had_{1}";  }
  if(std::string(directory) == std::string("bb_had2"  )){ category_extra = "all-had_{2}";  }
  if(std::string(directory) == std::string("bb_had3"  )){ category_extra = "all-had_{3}";  }
  if(std::string(directory) == std::string("bb_had4"  )){ category_extra = "all-had_{4}";  }
  if(std::string(directory) == std::string("bb_had5"  )){ category_extra = "all-had_{5}";  }
  if(std::string(directory) == std::string("bb_lep"   )){ category_extra = "semi-lep";  }

  const char* dataset;
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "Preliminary, #sqrt{s} = 7 TeV, L = 2.7 fb^{-1}";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "Preliminary, #sqrt{s} = 8 TeV, L = 19.4 fb^{-1}";}
  
  TFile* input = new TFile(inputfile.c_str());
#ifdef MSSM
  TFile* input2 = new TFile((inputfile+"_$MA_$TANB").c_str());
#endif
  TH1F* Bbb  = refill((TH1F*)input->Get(TString::Format("%s/Bbb"   , directory)), "Bbb"); InitHist(Bbb, "", "", kMagenta-10, 1001);
  TH1F* Cbb  = refill((TH1F*)input->Get(TString::Format("%s/Cbb"   , directory)), "Cbb"); InitHist(Cbb, "", "", kRed    + 2, 1001);
  TH1F* Qbb  = refill((TH1F*)input->Get(TString::Format("%s/Qbb"   , directory)), "Qbb"); InitHist(Qbb, "", "", kBlue   - 8, 1001);
  TH1F* bbB  = refill((TH1F*)input->Get(TString::Format("%s/bbB"   , directory)), "bbB"); InitHist(bbB, "", "", kOrange - 4, 1001);
  TH1F* bbX  = refill((TH1F*)input->Get(TString::Format("%s/bbX"   , directory)), "bbX"); InitHist(bbX, "", "", kViolet - 0, 1001);
#ifdef MSSM
  //float bbHScale = 1.;
  //ggHScale = ($MSSM_SIGNAL_ggH_xseff_A + $MSSM_SIGNAL_ggH_xseff_hH);
  //bbHScale = ($MSSM_SIGNAL_bbH_xseff_A + $MSSM_SIGNAL_bbH_xseff_hH);
  TH1F* bbH  = refill((TH1F*)input2->Get(TString::Format("%s/bbH$MA"  , directory)), "bbH"  ); InitSignal(bbH); bbH->Scale($TANB); //bbH->Scale(bbHScale);
#endif
#ifdef ASIMOV
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs_asimov", directory)), "data", true);
#else
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data", true);
#endif
  InitHist(data, "#bf{m_{b#bar{b}} [GeV]}", "#bf{dN/dm_{b#bar{b}} [1/GeV]}"); InitData(data);

  TH1F* ref=(TH1F*)Qbb->Clone("ref");
  ref->Add(bbX);
  ref->Add(Cbb);
  ref->Add(bbB);
  ref->Add(Bbb);

  double unscaled[7];
  unscaled[0] = Qbb ->Integral();
  unscaled[1] = bbX ->Integral();
  unscaled[2] = Cbb ->Integral();
  unscaled[3] = bbB ->Integral();
  unscaled[4] = Bbb ->Integral();
#ifdef MSSM
  unscaled[5] = bbH ->Integral();
  unscaled[6] = 0;
#endif

  if(scaled){
    rescale(Bbb,   1); 
    rescale(bbB,   4); 
    rescale(Cbb,   2); 
    rescale(bbX,   5);
    rescale(Qbb,   3);
#ifdef MSSM 
    rescale(bbH,   6);
#endif
  }

  TH1F* scales[7];
  scales[0] = new TH1F("scales-Qbb", "", 7, 0, 7);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (Qbb  ->Integral()/unscaled[0]-1.) : 0.);
  scales[1] = new TH1F("scales-bbX"  , "", 7, 0, 7);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? (bbX  ->Integral()/unscaled[1]-1.) : 0.);
  scales[2] = new TH1F("scales-Cbb", "", 7, 0, 7);
  scales[2]->SetBinContent(3, unscaled[2]>0 ? (Cbb  ->Integral()/unscaled[2]-1.) : 0.);
  scales[3] = new TH1F("scales-bbB"  , "", 7, 0, 7);
  scales[3]->SetBinContent(4, unscaled[3]>0 ? (bbB  ->Integral()/unscaled[3]-1.) : 0.);
  scales[4] = new TH1F("scales-Bbb"  , "", 7, 0, 7);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (Bbb  ->Integral()/unscaled[4]-1.) : 0.);
#ifdef MSSM
  scales[5] = new TH1F("scales-bbH"  , "", 7, 0, 7);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (bbH  ->Integral()/unscaled[5]-1.) : 0.);
  scales[6] = new TH1F("scales-NONE" , "", 7, 0, 7);
  scales[6]->SetBinContent(7, 0.);
#endif

  bbX  ->Add(Qbb);
  Cbb  ->Add(bbX);
  bbB  ->Add(Cbb);
  Bbb  ->Add(bbB);
  if(!log){
#ifdef MSSM
    bbH  ->Add(Bbb);
#endif
  }

  /*
    mass plot before and after fit
  */
  TCanvas* canv = MakeCanvas("canv", "histograms", 600, 600);
  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(0, data->FindBin(350)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(1000)); };
#endif

  data->SetNdivisions(505);
  data->SetMinimum(min);
  data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Bbb, log)));
  data->Draw("e");

  TH1F* errorBand = (TH1F*)Bbb ->Clone();
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(1);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);

  if(log){
    Bbb  ->Draw("histsame");
    bbB  ->Draw("histsame");
    Cbb  ->Draw("histsame");
    bbX  ->Draw("histsame");
    Qbb  ->Draw("histsame");
    $DRAW_ERROR
#ifndef DROP_SIGNAL
    bbH  ->Draw("histsame");
#endif
  }
  else{   
#ifndef DROP_SIGNAL
    bbH  ->Draw("histsame");
#endif 
    Bbb  ->Draw("histsame");
    bbB  ->Draw("histsame");
    Cbb  ->Draw("histsame");
    bbX  ->Draw("histsame");
    Qbb  ->Draw("histsame");
    $DRAW_ERROR
  }
  data->Draw("esame");
  canv->RedrawAxis();

  //CMSPrelim(dataset, "b#bar{b}", 0.17, 0.835);
  CMSPrelim(dataset, "", 0.17, 0.835);  
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "NDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText("b#bar{b}");
  chan->Draw();

  TPaveText* cat      = new TPaveText(0.20, 0.68+0.061, 0.32, 0.68+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();

#ifdef MSSM
  TPaveText* massA      = new TPaveText(0.75, 0.48+0.061, 0.85, 0.48+0.161, "NDC");
  massA->SetBorderSize(   0 );
  massA->SetFillStyle(    0 );
  massA->SetTextAlign(   12 );
  massA->SetTextSize ( 0.03 );
  massA->SetTextColor(    1 );
  massA->SetTextFont (   62 );
  massA->AddText("m_{A}=$MA GeV");
  massA->Draw();

  TPaveText* tanb      = new TPaveText(0.75, 0.44+0.061, 0.85, 0.44+0.161, "NDC");
  tanb->SetBorderSize(   0 );
  tanb->SetFillStyle(    0 );
  tanb->SetTextAlign(   12 );
  tanb->SetTextSize ( 0.03 );
  tanb->SetTextColor(    1 );
  tanb->SetTextFont (   62 );
  tanb->AddText("tan#beta=$TANB");
  tanb->Draw();

  TPaveText* scen      = new TPaveText(0.75, 0.40+0.061, 0.85, 0.40+0.161, "NDC");
  scen->SetBorderSize(   0 );
  scen->SetFillStyle(    0 );
  scen->SetTextAlign(   12 );
  scen->SetTextSize ( 0.03 );
  scen->SetTextColor(    1 );
  scen->SetTextFont (   62 );
  scen->AddText("m^{h}_{max}");
  scen->Draw();
#endif

#ifdef MSSM  
  TLegend* leg = new TLegend(0.55, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(bbH  , "#phi#rightarrowb#bar{b}" , "L" );
#endif
#ifdef ASIMOV
  leg->AddEntry(data , "sum(bkg) + SM125 GeV signal"    , "LP");
#else
  leg->AddEntry(data , "observed"                       , "LP");
#endif
  leg->AddEntry(Bbb, "Bbb"                            , "F" );
  leg->AddEntry(bbB, "bbB"                            , "F" );
  leg->AddEntry(Cbb, "Cbb"                            , "F" );
  leg->AddEntry(bbX, "bbX"                            , "F" );
  leg->AddEntry(Qbb, "Qbb"                            , "F" );
  $ERROR_LEGEND
  leg->Draw();

//#ifdef MSSM
//  TPaveText* mssm  = new TPaveText(0.69, 0.85, 0.90, 0.90, "NDC");
//  mssm->SetBorderSize(   0 );
//  mssm->SetFillStyle(    0 );
//  mssm->SetTextAlign(   12 );
//  mssm->SetTextSize ( 0.03 );
//  mssm->SetTextColor(    1 );
//  mssm->SetTextFont (   62 );
//  mssm->AddText("(m_{A}=250, tan#beta=5)");
//  mssm->Draw();
//#else
//  TPaveText* mssm  = new TPaveText(0.83, 0.85, 0.95, 0.90, "NDC");
//  mssm->SetBorderSize(   0 );
//  mssm->SetFillStyle(    0 );
//  mssm->SetTextAlign(   12 );
//  mssm->SetTextSize ( 0.03 );
//  mssm->SetTextColor(    1 );
//  mssm->SetTextFont (   62 );
//  mssm->AddText("m_{H}=125");
//  mssm->Draw();
//#endif

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd();

  TH1F* zero = (TH1F*)ref ->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat"); 
  rat1->Divide(Bbb);
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
    zero->SetBinContent(ibin+1, 0.);
  }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+1.5);
  rat1->SetMinimum(-1.5);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  rat1->GetXaxis()->SetTitle("#bf{m_{b#bar{b}} [GeV]}");
  rat1->Draw();
  zero->SetLineColor(kBlack);
  zero->Draw("same");
  canv0->RedrawAxis();

  /*
    Ratio After fit over Prefit
  */
  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  TH1F* rat2 = (TH1F*) Bbb->Clone("rat2");
  rat2->Divide(ref);
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    if(rat2->GetBinContent(ibin+1)>0){
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
    }
  }
  rat2->SetLineColor(kRed+ 3);
  rat2->SetFillColor(kRed-10);
  rat2->SetMaximum(+0.3);
  rat2->SetMinimum(-0.3);
  rat2->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
  rat2->GetYaxis()->CenterTitle();
  rat2->GetXaxis()->SetTitle("#bf{m_{b#bar{b}} [GeV]}");
  rat2->GetXaxis()->SetRange(0, 28);
  rat2->Draw();
  zero->SetLineColor(kBlack);
  zero->Draw("same");
  canv1->RedrawAxis();

  /*
    Relative shift per sample
  */
  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
  canv2->SetGridx();
  canv2->SetGridy();
  canv2->cd();

  InitHist  (scales[4], "", "", kMagenta-10, 1001);
  InitHist  (scales[2], "", "", kRed    + 2, 1001);
  InitHist  (scales[0], "", "", kBlue   - 8, 1001);
  InitHist  (scales[3], "", "", kOrange - 4, 1001);
  InitHist  (scales[1], "", "", kViolet - 0, 1001);
  scales[0]->Draw();
  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{Qbb}");
  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{bbX}");
  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{Cbb}");
  scales[0]->GetXaxis()->SetBinLabel(4, "#bf{bbB}");
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{Bbb}");
#ifdef MSSM
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{bbH}"  );
  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{NONE}" );
#endif
  scales[0]->SetMaximum(+1.0);
  scales[0]->SetMinimum(-1.0);
  scales[0]->GetYaxis()->CenterTitle();
  scales[0]->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
  scales[1]->Draw("same");
  scales[2]->Draw("same");
  scales[3]->Draw("same");
  scales[4]->Draw("same");
  zero->Draw("same");
  canv2->RedrawAxis();

  /*
    prepare output
  */
  bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv ->Print(TString::Format("%s_%sfit_%s_%s.png"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sfit_%s_%s.pdf"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sfit_%s_%s.eps"       , directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  if(!log || FULLPLOTS)
  {
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
    canv0->Print(TString::Format("%s_datamc_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  }
  if((!log && scaled) || FULLPLOTS)
  {
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
    canv1->Print(TString::Format("%s_prefit_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.png", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.pdf", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
    canv2->Print(TString::Format("%s_sample_%sfit_%s_%s.eps", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  }

  TFile* output = new TFile(TString::Format("%s_%sfit_%s_%s.root", directory, scaled ? "post" : "pre", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""), "update");
  output->cd();
  data ->Write("data_obs");
  Qbb  ->Write("Qbb"     );
  bbX  ->Write("bbX"     );
  Cbb  ->Write("Cbb"     );
  bbB  ->Write("bbB"     );
  Bbb  ->Write("Bbb"     );
#ifdef MSSM
  bbH  ->Write("bbH"     );
#endif
  if(errorBand){
    errorBand->Write("errorBand");
  }
  output->Close();
}
Ejemplo n.º 22
0
// examples macro
void 
etauAfterFit_novbf(bool scaled = true, bool log = true)
{
  // defining the common canvas, axes pad styles
  SetStyle();

  // open example histogram file
  TFile* exampleFile = new TFile("eleTau_sm.root");

  //load example histograms
  TH1F* data = (TH1F*)exampleFile->Get("eleTau_SM0/data_obs");
  if(data) {InitHist(data, "#bf{m_{vis} [GeV]}", "#bf{Events}"); InitData(data);} else{std::cout << "can't find hitogram " << "eleTau_SM0/data_obs" << std::endl;}

  TH1F* Fakes =  refill((TH1F*)exampleFile->Get("eleTau_SM0/QCD"))              ; InitHist(Fakes, "", "", kMagenta-10, 1001);                   
  TH1F* EWK1  =  refill((TH1F*)exampleFile->Get("eleTau_SM0/W"  ))              ; InitHist(EWK1 , "", "", kRed    + 2, 1001);
  TH1F* EWK2  =  refill((TH1F*)exampleFile->Get("eleTau_SM0/ZJ" ))              ; InitHist(EWK2 , "", "", kRed    + 2, 1001);
  TH1F* EWK3  =  refill((TH1F*)exampleFile->Get("eleTau_SM0/ZL" ))              ; InitHist(EWK3 , "", "", kRed    + 2, 1001);
  TH1F* EWK   =  refill((TH1F*)exampleFile->Get("eleTau_SM0/VV" ))              ; InitHist(EWK  , "", "", kRed    + 2, 1001);
  TH1F* ttbar =  refill((TH1F*)exampleFile->Get("eleTau_SM0/TT" ))              ; InitHist(ttbar, "", "", kBlue   - 8, 1001);
  TH1F* Ztt   =  refill((TH1F*)exampleFile->Get("eleTau_SM0/ZTT"))              ; InitHist(Ztt  , "", "", kOrange - 4, 1001);
  TH1F* ggH   =  refill((TH1F*)exampleFile->Get("eleTau_SM0/SM120" ))           ; InitSignal(ggH); ggH ->Scale(10*16.63*0.071*16.083/ggH ->Integral());
  TH1F* qqH   =  refill((TH1F*)exampleFile->Get("eleTau_SM0/VBF120"))           ; InitSignal(qqH); qqH ->Scale(10*1.269*0.071* 1.105/qqH ->Integral());
 
  if(scaled){
    rescale(Fakes, 2); 
    rescale(EWK1 , 3); 
    rescale(EWK2 , 4); 
    rescale(EWK3 , 5); 
    rescale(EWK  , 7); 
    rescale(ttbar, 6); 
    rescale(Ztt  , 1);
    rescale(ggH  , 8); 
    rescale(qqH  , 9);  
  }
  if(log){
    qqH  ->Add(ggH  );
    Fakes->Add(qqH  );
    EWK1 ->Add(Fakes);
    EWK2 ->Add(EWK1 );
    EWK3 ->Add(EWK2 );
    EWK  ->Add(EWK3 );
    ttbar->Add(EWK  );
    Ztt  ->Add(ttbar);
  }
  else{
    EWK1 ->Add(Fakes);
    EWK2 ->Add(EWK1 );
    EWK3 ->Add(EWK2 );
    EWK  ->Add(EWK3 );
    ttbar->Add(EWK  );
    Ztt  ->Add(ttbar);
    ggH  ->Add(Ztt  );
    qqH  ->Add(ggH  );
  }
  // define canvas
  TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);

  canv->cd();
  if(log){
    canv->SetLogy(1);
    data->SetMinimum(5.0);
    data->SetMaximum(500000.);
  }
  else{
    data->SetMaximum(4000.);
  }
  data->SetNdivisions(505);
  data->Draw("e");

  if(log){
    Ztt->Draw("same");
    ttbar->Draw("same");
    EWK->Draw("same");
    Fakes->Draw("same");
    qqH->Draw("same");
  }
  else{
    qqH->Draw("same");
    Ztt->Draw("same");
    ttbar->Draw("same");
    EWK->Draw("same");
    Fakes->Draw("same");
  }
  data->Draw("esame");
  canv->RedrawAxis();

  CMSPrelim("#tau_{e}#tau_{h}", 0.45, 0.75);
  
  TLegend* leg = new TLegend(0.45, 0.45, 0.9, 0.75);
  SetLegendStyle(leg);
  leg->AddEntry(qqH  , "(10x) H#rightarrow#tau#tau" , "L" );
  leg->AddEntry(data , "Observed"                , "LP");
  leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"    , "F" );
  leg->AddEntry(ttbar, "t#bar{t}"                , "F" );
  leg->AddEntry(EWK  , "Electroweak"             , "F" );
  leg->AddEntry(Fakes, "QCD"                     , "F" );
  leg->Draw();

  TPaveText* mssm  = new TPaveText(0.78, 0.70, 0.90, 0.74, "NDC");
  mssm->SetBorderSize(   0 );
  mssm->SetFillStyle(    0 );
  mssm->SetTextAlign(   12 );
  mssm->SetTextSize ( 0.04 );
  mssm->SetTextColor(    1 );
  mssm->SetTextFont (   62 );
  mssm->AddText("m_{H}=120");
  mssm->Draw();

  if(log){
    if(scaled) canv->Print("etau_rescaled_novbf_LOG.pdf"); else canv->Print("etau_unscaled_novbf_LOG.pdf");
    if(scaled) canv->Print("etau_rescaled_novbf_LOG.png"); else canv->Print("etau_unscaled_novbf_LOG.png");
  }
  else{
    if(scaled) canv->Print("etau_rescaled_novbf.pdf"); else canv->Print("etau_unscaled_novbf.pdf");
    if(scaled) canv->Print("etau_rescaled_novbf.png"); else canv->Print("etau_unscaled_novbf.png");
  }
}
Ejemplo n.º 23
0
TCanvas* tdrCanvas(const char* canvName, TH1D *h,
  int iPeriod = 2, int iPos = 11,
  bool square = kRectangular) {

  setTDRStyle();
  
  //writeExtraText = true; // if extra text
  //extraText = "Preliminary"; // default extra text is "Preliminary"
  //lumi_8TeV = "19.5 fb^{-1}"; // default is "19.7 fb^{-1}"
  //lumi_7TeV = "5.0 fb^{-1}"; // default is "5.1 fb^{-1}"
  //int iPeriod = 3; // 1=7TeV, 2=8TeV, 3=7+8TeV, 7=7+8+13TeV
  // second parameter in example_plot is iPos, which drives the position of the CMS logo in the plot
  // iPos=11 : top-left, left-aligned
  // iPos=33 : top-right, right-aligned
  // iPos=22 : center, centered
  // iPos=0 : out of frame (in exceptional cases)
  // mode generally :
  // iPos = 10*(alignement 1/2/3) + position (1/2/3 = left/center/right)
  // if( iPos==0 ) relPosX = 0.12;
  
  int W = (square ? 600 : 800);
  int H = (square ? 600 : 600);
  
  //
  // Simple example of macro: plot with CMS name and lumi text
  // (this script does not pretend to work in all configurations)
  // iPeriod = 1*(0/1 7 TeV) + 2*(0/1 8 TeV) + 4*(0/1 13 TeV)
  // For instance:
  // iPeriod = 3 means: 7 TeV + 8 TeV
  // iPeriod = 7 means: 7 TeV + 8 TeV + 13 TeV
  // Initiated by: Gautier Hamel de Monchenault (Saclay)
  //
  
  int W_ref = (square ? 600 : 800);
  int H_ref = (square ? 600 : 600);
  
  // references for T, B, L, R
  
  //float T = (square ? 0.07*H_ref : 0.08*H_ref);
  float T = (square ? 0.07*H_ref : 0.08*H_ref);
  //float B = (square ? 0.13*H_ref : 0.12*H_ref);
  float B = (square ? 0.1*H_ref : 0.12*H_ref);
  //float L = (square ? 0.15*W_ref : 0.12*W_ref);
  float L = (square ? 0.12*W_ref : 0.12*W_ref);
  //float R = (square ? 0.05*W_ref : 0.04*W_ref);
  float R = (square ? 0.17*W_ref : 0.04*W_ref);
  
  TCanvas *canv = new TCanvas(canvName,canvName,50,50,W,H);
  canv->SetFillColor(0);
  canv->SetBorderMode(0);
  canv->SetFrameFillStyle(0);
  canv->SetFrameBorderMode(0);
  canv->SetLeftMargin( L/W );
  canv->SetRightMargin( R/W );
  canv->SetTopMargin( T/H );
  canv->SetBottomMargin( B/H );
 
  // FOR JEC plots, prefer to keep ticks on both sides
  //canv->SetTickx(0);
  //canv->SetTicky(0);
  
  assert(h);
  h->GetYaxis()->SetTitleOffset(square ? 1.25 : 1);
  h->GetXaxis()->SetTitleOffset(square ? 1.0 : 0.9);
  h->Draw("AXIS");
  
  // writing the lumi information and the CMS "logo"
  CMS_lumi( canv, iPeriod, iPos );
  canv->Update();
  canv->RedrawAxis();
  canv->GetFrame()->Draw();
  return canv;
}
Ejemplo n.º 24
0
void bbtt_upg_em(std::string var,int nbins, double xmin, double xmax,std::string xtitle, std::string ytitle, double sigscale=1)
{

  TFile *outDC = new TFile("hh_em_inputs.root","RECREATE");

  SetStyle(); gStyle->SetLineStyleString(11,"20 10");
  TH1::SetDefaultSumw2(1);
 
  //std::string dir = "/data/blue/Bacon/029a/Upgrade/merged_talk_jun30/";
  std::string dir = "/afs/cern.ch/work/j/jlawhorn/public/ntuples/";
  
  std::stringstream scale; scale << sigscale;
  
  //Cut definitions
  double luminosity = 3000;
  std::stringstream lumi; lumi << luminosity;
  std::string objcut = "(tauCat1==3 && tauCat2==2 && ptTau1>20 && ptTau2>20 && tauIso2<0.4 && tauIso1<0.4 && (bTag1==2||bTag1==3||bTag1==6||bTag1==7) && (bTag2==1||bTag2==3||bTag2==6||bTag2==7) && ptB1>20 && ptB2>20 && sqrt( (etaTau1-etaTau2)**2 + (phiTau1-phiTau2)**2 )>0.4)";
  std::string jetcut = objcut+"*(mTT>20 && mTT<90)*(mBB1>70 && mBB1<140)*(mt2pileup>100)*(bdtVal>-0.05)";
  //signal region
  std::string mccut = jetcut+"*eventWeight*"+lumi.str();
  std::string sigcut = jetcut+"*eventWeight*"+lumi.str();
  std::string zjetcut = jetcut+"*eventWeight*(eventType==4)*"+lumi.str();
  std::string wjetcut = jetcut+"*eventWeight*(eventType==3)*"+lumi.str();
  std::string ewkcut = jetcut+"*eventWeight*(eventType!=1)*"+lumi.str();
  //--------------------------------------------------------------------------
  
  //Get the trees
  TTree *hhtree = load(dir+"HHToTTBB_14TeV.root"); 
  TTree *tttree = load(dir+"tt.root"); 
  //TTree *vbfhtree = load(dir+"VBFToTT_14TeV_phase2.root");
  //TTree *gfhtree = load(dir+"H.root");
  //TTree *vjettree = load(dir+"Vjets.root");
  //TTree *ewktree = load(dir+"diboson.root");
  
  //-------------------------------------------------------------------------
  
  //Get histograms
  TCanvas *canv0 = MakeCanvas("canv", "histograms", 600, 600);
  canv0->cd();
  std::string vardraw;
  /*  TH1F *Ztt = new TH1F("DY","",nbins,xmin,xmax);
  vardraw = var+">>"+"DY";
  vjettree->Draw(vardraw.c_str(),zjetcut.c_str());
  InitHist(Ztt  , xtitle.c_str(), ytitle.c_str(), TColor::GetColor(248,206,104), 1001);*/
  TH1F *ttbar = new TH1F("TTbar","",nbins,xmin,xmax);
  vardraw = var+">>"+"TTbar";
  tttree->Draw(vardraw.c_str(),mccut.c_str());
  InitHist(ttbar, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(155,152,204), 1001);
  /*  TH1F *wjets = new TH1F("Wjets","",nbins,xmin,xmax);
  vardraw = var+">>"+"Wjets";
  vjettree->Draw(vardraw.c_str(),wjetcut.c_str());
  InitHist(wjets, xtitle.c_str(), ytitle.c_str(), TColor::GetColor(222,90,106), 1001);
  TH1F *ewk = new TH1F("Ewk","",nbins,xmin,xmax);
  vardraw = var+">>"+"Ewk";
  ewktree->Draw(vardraw.c_str(),ewkcut.c_str());
  InitHist(ewk, xtitle.c_str(), ytitle.c_str(),  TColor::GetColor(222,90,106), 1001);
  TH1F *vbfh = new TH1F("VBFH","",nbins,xmin,xmax);
  vardraw = var+">>"+"VBFH";
  vbfhtree->Draw(vardraw.c_str(),mccut.c_str());
  InitHist(vbfh, xtitle.c_str(), ytitle.c_str(),  TColor::GetColor(250,202,255), 1001);
  TH1F *ggh = new TH1F("GGH","",nbins,xmin,xmax);
  vardraw = var+">>"+"GGH";
  gfhtree->Draw(vardraw.c_str(),mccut.c_str());
  InitHist(ggh, xtitle.c_str(), ytitle.c_str(),  TColor::GetColor(250,202,255), 1001);*/
  TH1F *smhh = new TH1F("SMhh","",nbins,xmin,xmax);
  vardraw = var+">>"+"SMhh";
  hhtree->Draw(vardraw.c_str(),sigcut.c_str());
  InitSignal(smhh);
  smhh->SetLineColor(kBlack);
  delete canv0;
  //---------------------------------------------------------------------------
  //Print out the yields
  Double_t error=999;
  //ofstream outfile;
  //outfile.open("yields.txt");
  //outfile << "Yields for the signal region." << std::endl;
  cout << "SM hh   "  << smhh->IntegralAndError(0,smhh->GetNbinsX(),error) << "+/-";
  cout << error << endl; error=999;
  /*  outfile << "SM h   "  << smhh->IntegralAndError(0,smhh->GetNbinsX(),error) << "+/-" << error << endl;
      outfile << "Ztt    "  << Ztt->IntegralAndError(0,Ztt->GetNbinsX(),error) << "+/-" << error << endl;*/
  cout << "ttbar    "  << ttbar->IntegralAndError(0,ttbar->GetNbinsX(),error) << "+/-";
  cout << error << endl; error=999;
  /*  outfile << "ewk    "  << ewk->IntegralAndError(0,ewk->GetNbinsX(),error) << "+/-" << error << endl;
      outfile << "wjets    "  << wjets->IntegralAndError(0,wjets->GetNbinsX(),error) << "+/-" << error << endl;*/
  //--------------------------------------------------------------------------
  //outfile.close();
  outDC->cd();
  TDirectory* lTD = outDC->mkdir("emu");
  outDC->cd(lTD->GetPath());
  ttbar->SetName("data_obs");
  ttbar->SetTitle("data_obs");
  ttbar->Write();
  /*Ztt->SetName("ZTT");
  Ztt->SetTitle("ZTT");
  Ztt->Write();*/
  ttbar->SetName("TT");
  ttbar->SetTitle("TT");
  ttbar->Write();
  /*wjets->SetName("W");
  wjets->SetTitle("W");
  wjets->Write();
  ewk->SetName("VV");
  ewk->SetTitle("VV");
  ewk->Write();
  vbfh->SetName("qqH");
  vbfh->SetTitle("qqH");
  vbfh->Write();
  ggh->SetName("ggH");
  ggh->SetTitle("ggH");
  ggh->Write();*/
  smhh->SetName("ggHH");
  smhh->SetTitle("ggHH");
  smhh->Write();
  outDC->Close();
  //stack some  histtograms together
  //vbfh->Add(ggh); 
  //wjets->Add(ewk); 
  //-----------------------------------------------------------------------
  smhh->Scale(sigscale);
  //Draw the histograms
  TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);
  canv->cd();
  //wjets->Add(ttbar);  //Ztt->Add(wjets); 
  //vbfh->Add(Ztt);
  //Error band stat
  //TH1F* errorBand = (TH1F*)vbfh ->Clone("errorBand");
  TH1F* errorBand = (TH1F*)ttbar ->Clone("errorBand");
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(13);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);
  //  for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
  //     if(errorBand->GetBinContent(idx)>0){
  //       std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
  //       break;
  //     }
  //}
  ttbar->SetMaximum(1.1*std::max(maximum(ttbar, 0), maximum(smhh, 0)));
  //blind(data,75,150);
  //data->Draw("e");
  //vbfh->Draw("hist");
  //Ztt->Draw("histsame");
  //wjets->Draw("histsame");
  //ttbar->Draw("histsame");
  ttbar->SetTitle("");
  ttbar->Draw("hist"); 
  //data->Draw("esame");
  errorBand->Draw("e2same");
  smhh->Draw("histsame");
  canv->RedrawAxis();
  //canv->SetLogy(1);
  //---------------------------------------------------------------------------
  //Adding a legend
  TLegend* leg = new TLegend(0.53, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(smhh  , TString::Format("%.0f#timeshh#rightarrow#tau#tau bb", sigscale) , "L" );
  //leg->AddEntry(smhh , TString::Format("%.0f#timeshh#rightarrow#tau#tau bb", sigscale1) , "L" );
  //leg->AddEntry(data , "Observed"                       , "LP");
  //leg->AddEntry(vbfh  , "SM H#rightarrow#tau#tau"   , "F" );
  //leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
  leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
  //leg->AddEntry(wjets  , "Electroweak"                    , "F" );
  leg->AddEntry(errorBand,"bkg. uncertainty","F");
  leg->Draw();
  //---------------------------------------------------------------------------
   
  //CMS preliminary 
  const char* dataset = "CMS Simulation, 3000 fb^{-1} at 14 TeV";
  const char* category = "";
  CMSPrelim(dataset, "#tau_{e}#tau_{#mu}", 0.17, 0.835);
  //CMSPrelim(dataset, "", 0.16, 0.835);
  TPaveText* chan     = new TPaveText(0.52, 0.35, 0.91, 0.55, "tlbrNDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText(category);
  chan->Draw();
  //-------------------------------------------------------------------------
  //Save histograms
  canv->Print((var+"_em.png").c_str());
  
  /*
    Ratio Data over MC
  */
  /*
  TCanvas *canv1 = MakeCanvas("canv0", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  TH1F* model = (TH1F*)Ztt ->Clone("model");
  TH1F* test1 = (TH1F*)vbfh->Clone("test1"); 
  for(int ibin=0; ibin<test1->GetNbinsX(); ++ibin){
    //the small value in case of 0 entries in the model is added to prevent the chis2 test from failing
    model->SetBinContent(ibin+1, model->GetBinContent(ibin+1)>0 ? model->GetBinContent(ibin+1)*model->GetBinWidth(ibin+1) : 0.01);
    //model->SetBinError  (ibin+1, CONVERVATIVE_CHI2 ? 0. : model->GetBinError  (ibin+1)*model->GetBinWidth(ibin+1));
    model->SetBinError  (ibin+1, 0);
    test1->SetBinContent(ibin+1, test1->GetBinContent(ibin+1)*test1->GetBinWidth(ibin+1));
    test1->SetBinError  (ibin+1, test1->GetBinError  (ibin+1)*test1->GetBinWidth(ibin+1));
  }
  double chi2prob = test1->Chi2Test      (model,"PUW");        std::cout << "chi2prob:" << chi2prob << std::endl;
  double chi2ndof = test1->Chi2Test      (model,"CHI2/NDFUW"); std::cout << "chi2ndf :" << chi2ndof << std::endl;
  double ksprob   = test1->KolmogorovTest(model);              std::cout << "ksprob  :" << ksprob   << std::endl;
  double ksprobpe = test1->KolmogorovTest(model,"DX");         std::cout << "ksprobpe:" << ksprobpe << std::endl;  

  std::vector<double> edges;
  TH1F* zero = (TH1F*)ttbar->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)vbfh->Clone("rat1"); 
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    rat1->SetBinContent(ibin+1, Ztt->GetBinContent(ibin+1)>0 ? vbfh->GetBinContent(ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
    rat1->SetBinError  (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? vbfh->GetBinError  (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
    zero->SetBinContent(ibin+1, 0.);
    zero->SetBinError  (ibin+1, Ztt->GetBinContent(ibin+1)>0 ? Ztt ->GetBinError  (ibin+1)/Ztt->GetBinContent(ibin+1) : 0);
  }
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      edges.push_back(TMath::Abs(rat1->GetBinContent(ibin+1)-1.)+TMath::Abs(rat1->GetBinError(ibin+1)));
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
  }
  float range = 0.1;
  std::sort(edges.begin(), edges.end());
  if (edges[edges.size()-2]>0.1) { range = 0.2; }
  if (edges[edges.size()-2]>0.2) { range = 0.5; }
  if (edges[edges.size()-2]>0.5) { range = 1.0; }
  if (edges[edges.size()-2]>1.0) { range = 1.5; }
  if (edges[edges.size()-2]>1.5) { range = 2.0; }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+range);
  rat1->SetMinimum(-range);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
  rat1->Draw();
  zero->SetFillStyle(  3013);
  zero->SetFillColor(kBlack);
  zero->SetLineColor(kBlack);
  zero->SetMarkerSize(0.1);
  zero->Draw("e2histsame");
  canv1->RedrawAxis();

  TPaveText* stat1 = new TPaveText(0.20, 0.76+0.061, 0.32, 0.76+0.161, "NDC");
  stat1->SetBorderSize(   0 );
  stat1->SetFillStyle(    0 );
  stat1->SetTextAlign(   12 );
  stat1->SetTextSize ( 0.05 );
  stat1->SetTextColor(    1 );
  stat1->SetTextFont (   62 );
  stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f", chi2ndof, chi2prob));
  //stat1->AddText(TString::Format("#chi^{2}/ndf=%.3f,  P(#chi^{2})=%.3f, P(KS)=%.3f", chi2ndof, chi2prob, ksprob));
  //stat1->Draw();
  canv1->Print((var+"_ratio.png").c_str());
  */
}
Ejemplo n.º 25
0
TCanvas* example_plot( int iPeriod, int iPos )
{ 
  //  if( iPos==0 ) relPosX = 0.12;

  int W = 800;
  int H = 600;

  // 
  // Simple example of macro: plot with CMS name and lumi text
  //  (this script does not pretend to work in all configurations)
  // iPeriod = 1*(0/1 7 TeV) + 2*(0/1 8 TeV)  + 4*(0/1 13 TeV) 
  // For instance: 
  //               iPeriod = 3 means: 7 TeV + 8 TeV
  //               iPeriod = 7 means: 7 TeV + 8 TeV + 13 TeV 
  // Initiated by: Gautier Hamel de Monchenault (Saclay)
  // Updated by:   Dinko Ferencek (Rutgers)
  //
  int H_ref = 600; 
  int W_ref = 800; 

  // references for T, B, L, R
  float T = 0.08*H_ref;
  float B = 0.12*H_ref; 
  float L = 0.12*W_ref;
  float R = 0.04*W_ref;

  TString canvName = "FigExample_";
  canvName += W;
  canvName += "-";
  canvName += H;
  canvName += "_";  
  canvName += iPeriod;
  if( writeExtraText ) canvName += "-prelim";
  if( iPos%10==0 ) canvName += "-out";
  else if( iPos%10==1 ) canvName += "-left";
  else if( iPos%10==2 )  canvName += "-center";
  else if( iPos%10==3 )  canvName += "-right";

  TCanvas* canv = new TCanvas(canvName,canvName,50,50,W,H);
  canv->SetFillColor(0);
  canv->SetBorderMode(0);
  canv->SetFrameFillStyle(0);
  canv->SetFrameBorderMode(0);
  canv->SetLeftMargin( L/W );
  canv->SetRightMargin( R/W );
  canv->SetTopMargin( T/H );
  canv->SetBottomMargin( B/H );
  canv->SetTickx(0);
  canv->SetTicky(0);

  TH1* h = new TH1F("h","h",40,70,110);
  h->GetXaxis()->SetNdivisions(6,5,0);
  h->GetXaxis()->SetTitle("m_{e^{+}e^{-}} (GeV)");  
  h->GetYaxis()->SetNdivisions(6,5,0);
  h->GetYaxis()->SetTitleOffset(1);
  h->GetYaxis()->SetTitle("Events / 0.5 GeV");  

  h->SetMaximum( 260 );
  if( iPos==1 ) h->SetMaximum( 300 );
  h->Draw();

  int histLineColor = kOrange+7;
  int histFillColor = kOrange-2;
  float markerSize  = 1.0;

  {
    TLatex latex;
				
    int n_ = 2;

    float x1_l = 0.92;
    float y1_l = 0.60;

    float dx_l = 0.30;
    float dy_l = 0.18;
    float x0_l = x1_l-dx_l;
    float y0_l = y1_l-dy_l;

    TPad* legend = new TPad("legend_0","legend_0",x0_l,y0_l,x1_l, y1_l );
    //    legend->SetFillColor( kGray );
    legend->Draw();
    legend->cd();
		
    float ar_l = dy_l/dx_l;
		
    float x_l[1];
    float ex_l[1];
    float y_l[1];
    float ey_l[1];
		
    //    float gap_ = 0.09/ar_l;
    float gap_ = 1./(n_+1);
		
    float bwx_ = 0.12;
    float bwy_ = gap_/1.5;
		
    x_l[0] = 1.2*bwx_;
    //    y_l[0] = 1-(1-0.10)/ar_l;
    y_l[0] = 1-gap_;
    ex_l[0] = 0;
    ey_l[0] = 0.04/ar_l;
		
    TGraph* gr_l = new TGraphErrors(1, x_l, y_l, ex_l, ey_l );
		
    gStyle->SetEndErrorSize(0);
    gr_l->SetMarkerSize(0.9);
    gr_l->Draw("0P");
		
    latex.SetTextFont(42);
    latex.SetTextAngle(0);
    latex.SetTextColor(kBlack);    
    latex.SetTextSize(0.25);    
    latex.SetTextAlign(12); 
		
    TLine line_;
    TBox  box_;
    float xx_ = x_l[0];
    float yy_ = y_l[0];
    latex.DrawLatex(xx_+1.*bwx_,yy_,"Data");
		
    yy_ -= gap_;
    box_.SetLineStyle( kSolid );
    box_.SetLineWidth( 1 );
    //		box_.SetLineColor( kBlack );
    box_.SetLineColor( histLineColor );
    box_.SetFillColor( histFillColor );
    box_.DrawBox( xx_-bwx_/2, yy_-bwy_/2, xx_+bwx_/2, yy_+bwy_/2 );
    box_.SetFillStyle(0);
    box_.DrawBox( xx_-bwx_/2, yy_-bwy_/2, xx_+bwx_/2, yy_+bwy_/2 );
    latex.DrawLatex(xx_+1.*bwx_,yy_,"Z #rightarrow e^{+}e^{-} (MC)");

    canv->cd();
  }

  {
    // Observed data
    TFile file_("histo.root","READ");

    TH1F *data = static_cast<TH1F*>(file_.Get("data")->Clone());
    data->SetDirectory(0);
    data->SetMarkerStyle(20);
    data->SetMarkerSize(markerSize);

    TH1F *MC   = static_cast<TH1F*>(file_.Get("MC")->Clone());
    MC->SetDirectory(0);
    MC->SetLineColor(histLineColor);
    MC->SetFillColor(histFillColor);

    MC->Draw("histsame");
    data->Draw("esamex0");

    file_.Close();
  }

  // writing the lumi information and the CMS "logo"
  CMS_lumi( canv, iPeriod, iPos );

  canv->Update();
  canv->RedrawAxis();
  canv->GetFrame()->Draw();

  canv->Print(canvName+".pdf",".pdf");
  canv->Print(canvName+".png",".png");

  return canv;
}
Ejemplo n.º 26
0
void xsecSummary()
{   
  //--------------------------------------------------------------------------------------------------------------
  // input parameter
  const Double_t xsec_wp = 11356;   const Double_t xsec_wp_stat = 9;   const Double_t xsec_wp_sys = 197;   const Double_t xsec_wp_lumi = 307;
  const Double_t xsec_wm = 8284;    const Double_t xsec_wm_stat = 8;   const Double_t xsec_wm_sys = 124;   const Double_t xsec_wm_lumi = 224;
  const Double_t xsec_w  = 19708;   const Double_t xsec_w_stat  = 11;   const Double_t xsec_w_sys  = 265;   const Double_t xsec_w_lumi  = 532;
  const Double_t xsec_z  = 1904;    const Double_t xsec_z_stat  = 1;    const Double_t xsec_z_sys  = 30;    const Double_t xsec_z_lumi  = 51;
  const Double_t xsec_wr = 1.372;   const Double_t xsec_wr_stat = 0.002;   const Double_t xsec_wr_sys = 0.022; 
  const Double_t xsec_wpr= 5.966;   const Double_t xsec_wpr_stat= 0.006;   const Double_t xsec_wpr_sys= 0.100; 
  const Double_t xsec_wmr= 4.351;   const Double_t xsec_wmr_stat= 0.005;   const Double_t xsec_wmr_sys= 0.069; 
  const Double_t xsec_wz = 10.330;  const Double_t xsec_wz_stat = 0.009;   const Double_t xsec_wz_sys = 0.147; 

  const Double_t theo_wp = 11328.8;   const Double_t theo_wp_unc = (268.75+323.94)/2.;
  const Double_t theo_wm = 8369.09;   const Double_t theo_wm_unc = (213.11+244.29)/2.;
  const Double_t theo_w  = 19697.6;   const Double_t theo_w_unc  = (473.95+563.48)/2.;
  const Double_t theo_z  = 1867.66;   const Double_t theo_z_unc  = (43.49+47.36)/2.;
  const Double_t theo_wr = 1.35367;   const Double_t theo_wr_unc = (0.0123+0.01054)/2.;
  const Double_t theo_wpr= 6.06494;   const Double_t theo_wpr_unc= (0.04716+0.04361)/2.;
  const Double_t theo_wmr= 4.48044;   const Double_t theo_wmr_unc= (0.01779+0.02685)/2.;
  const Double_t theo_wz = 10.54538;  const Double_t theo_wz_unc = (0.06495+0.07046)/2.;

  const Double_t ratio_wp     = xsec_wp/theo_wp;   const Double_t ratio_wp_the = theo_wp_unc*xsec_wp/(theo_wp*theo_wp); 
  const Double_t ratio_wp_exp = sqrt(xsec_wp_stat*xsec_wp_stat+xsec_wp_sys*xsec_wp_sys)/(theo_wp);

  const Double_t ratio_wm     = xsec_wm/theo_wm;   const Double_t ratio_wm_the = theo_wm_unc*xsec_wm/(theo_wm*theo_wm); 
  const Double_t ratio_wm_exp = sqrt(xsec_wm_stat*xsec_wm_stat+xsec_wm_sys*xsec_wm_sys)/(theo_wm);

  const Double_t ratio_w      = xsec_w/theo_w;     const Double_t ratio_w_the  = theo_w_unc*xsec_w/(theo_w*theo_w); 
  const Double_t ratio_w_exp  = sqrt(xsec_w_stat*xsec_w_stat+xsec_w_sys*xsec_w_sys)/(theo_w);

  const Double_t ratio_z      = xsec_z/theo_z;     const Double_t ratio_z_the  = theo_z_unc*xsec_z/(theo_z*theo_z); 
  const Double_t ratio_z_exp  = sqrt(xsec_z_stat*xsec_z_stat+xsec_z_sys*xsec_z_sys)/(theo_z);

  const Double_t ratio_wr     = xsec_wr/theo_wr;   const Double_t ratio_wr_the = theo_wr_unc*xsec_wr/(theo_wr*theo_wr); 
  const Double_t ratio_wr_exp = sqrt(xsec_wr_stat*xsec_wr_stat+xsec_wr_sys*xsec_wr_sys)/(theo_wr);

  const Double_t ratio_wpr    = xsec_wpr/theo_wpr; const Double_t ratio_wpr_the= theo_wpr_unc*xsec_wpr/(theo_wpr*theo_wpr); 
  const Double_t ratio_wpr_exp= sqrt(xsec_wpr_stat*xsec_wpr_stat+xsec_wpr_sys*xsec_wpr_sys)/(theo_wpr);

  const Double_t ratio_wmr    = xsec_wmr/theo_wmr;   const Double_t ratio_wmr_the = theo_wmr_unc*xsec_wmr/(theo_wmr*theo_wmr); 
  const Double_t ratio_wmr_exp= sqrt(xsec_wmr_stat*xsec_wmr_stat+xsec_wmr_sys*xsec_wmr_sys)/(theo_wmr);

  const Double_t ratio_wz     = xsec_wz/theo_wz;   const Double_t ratio_wz_the = theo_wz_unc*xsec_wz/(theo_wz*theo_wz); 
  const Double_t ratio_wz_exp = sqrt(xsec_wz_stat*xsec_wz_stat+xsec_wz_sys*xsec_wz_sys)/(theo_wz);

  Double_t test = sqrt(xsec_wp_stat*xsec_wp_stat+xsec_wp_sys*xsec_wp_sys)/(xsec_wp);

  //==============================================================================================================  
  
  //--------------------------------------------------------------------------------------------------------------
  // plotting parameter
  Double_t yshift, ydrift; // used for point and error bar
  yshift = 3.75;
  ydrift = -0.245;

  Double_t td, tp, tw; // used for text 
  td = 0.025;
  tp = 0.708;
  tw = 0.035;

  Double_t range_max, range_min;
  //range_min = 0.82;
  //range_max = 1.27;
  range_min = 0.82;
  range_max = 1.25;

  Int_t expColor, theColor;  // colors used
  Int_t prodColor, decayColor, cmbColor;  // colors used
  expColor  = kBlue;
  theColor  = kGreen+2;
  prodColor = kBlue+2;
  decayColor= kRed+2;
  cmbColor  = kBlack;
  //==============================================================================================================  

  //--------------------------------------------------------------------------------------------------------------
  // make plots
  TCanvas *c = MakeCanvas("c","c",800,600);
  c->SetTickx(1);
  c->SetTicky(0);
  c->SetFrameFillStyle(0);
  c->SetFrameLineWidth(2);
  c->SetFrameBorderMode(0);  
  c->SetLeftMargin(0.07);
  
  gStyle->SetEndErrorSize(8);

  Double_t xval, errl, errh, yval;
  xval = ratio_wp;
  yval = yshift+0*ydrift;
  errl = ratio_wp_exp;
  errh = sqrt(ratio_wp_exp*ratio_wp_exp+ratio_wp_the*ratio_wp_the);
  TGraphAsymmErrors grWP(1,&xval,&yval,&errl,&errl,0,0);
 
  grWP.SetTitle("");
  grWP.GetXaxis()->SetTitle("");
  grWP.GetXaxis()->SetTitleSize(0.05);
  grWP.GetYaxis()->SetTitle("");
  grWP.GetYaxis()->SetRangeUser(0,5);
  grWP.GetXaxis()->SetLimits(range_min,range_max);
  grWP.GetXaxis()->SetNdivisions(506);
  grWP.GetYaxis()->SetNdivisions(0);
  grWP.SetMarkerStyle(kFullCircle);
  grWP.SetMarkerSize(1);
  grWP.SetLineWidth(2);
  grWP.SetMarkerColor(kBlack);
  grWP.SetLineColor(expColor);
  grWP.Draw("AP");

  // lumi uncertainty band
  TBox lumi_box(0.973,yshift+7.*ydrift,1.027,3.98);
  //TBox lumi_box(0.974,yshift+7.*ydrift,1.026,3.98);
  lumi_box.SetLineColor(796);
  lumi_box.SetFillColor(796);
  lumi_box.Draw();
  c->RedrawAxis();

  TLine theory_line(1,0.02,1,3.98);
  theory_line.SetLineColor(kRed);
  theory_line.SetLineStyle(1);
  theory_line.SetLineWidth(3);
  theory_line.Draw();

  TGraphAsymmErrors grWP2(1,&xval,&yval,&errh,&errh,0,0);
  grWP2.SetMarkerStyle(kFullCircle);
  grWP2.SetMarkerSize(1);
  grWP2.SetLineWidth(2);
  grWP2.SetMarkerColor(kBlack);
  grWP2.SetLineColor(theColor);
  grWP2.Draw("EPSAME");
  grWP.Draw("EPSAME");
 
  xval = ratio_wm;
  yval = yshift+2*ydrift;
  errl = ratio_wm_exp;
  errh = sqrt(ratio_wm_exp*ratio_wm_exp+ratio_wm_the*ratio_wm_the);
  TGraphAsymmErrors grWM(1,&xval,&yval,&errl,&errl,0,0);
  grWM.SetMarkerStyle(kFullCircle);
  grWM.SetMarkerSize(1);
  grWM.SetLineWidth(2);
  grWM.SetMarkerColor(kBlack);
  grWM.SetLineColor(expColor);
  TGraphAsymmErrors grWM2(1,&xval,&yval,&errh,&errh,0,0);
  grWM2.SetMarkerStyle(kFullCircle);
  grWM2.SetMarkerSize(1);
  grWM2.SetLineWidth(2);
  grWM2.SetMarkerColor(kBlack);
  grWM2.SetLineColor(theColor);
  grWM2.Draw("EPSAME");
  grWM.Draw("EPSAME");

  xval = ratio_w;
  yval = yshift+4*ydrift;
  errl = ratio_w_exp;
  errh = sqrt(ratio_w_exp*ratio_w_exp+ratio_w_the*ratio_w_the);
  TGraphAsymmErrors grW(1,&xval,&yval,&errl,&errl,0,0);
  grW.SetMarkerStyle(kFullCircle);
  grW.SetMarkerSize(1);
  grW.SetLineWidth(2);
  grW.SetMarkerColor(kBlack);
  grW.SetLineColor(expColor);
  TGraphAsymmErrors grW2(1,&xval,&yval,&errh,&errh,0,0);
  grW2.SetMarkerStyle(kFullCircle);
  grW2.SetMarkerSize(1);
  grW2.SetLineWidth(2);
  grW2.SetMarkerColor(kBlack);
  grW2.SetLineColor(theColor);
  grW2.Draw("EPSAME");
  grW.Draw("EPSAME");

  xval = ratio_z;
  yval = yshift+6*ydrift;
  errl = ratio_z_exp;
  errh = sqrt(ratio_z_exp*ratio_z_exp+ratio_z_the*ratio_z_the);
  TGraphAsymmErrors grZ(1,&xval,&yval,&errl,&errl,0,0);
  grZ.SetMarkerSize(1);
  grZ.SetLineWidth(2);
  grZ.SetMarkerColor(kBlack);
  grZ.SetLineColor(expColor);
  TGraphAsymmErrors grZ2(1,&xval,&yval,&errh,&errh,0,0);
  grZ2.SetMarkerStyle(kFullCircle);
  grZ2.SetMarkerSize(1);
  grZ2.SetLineWidth(2);
  grZ2.SetMarkerColor(kBlack);
  grZ2.SetLineColor(theColor);
  grZ2.Draw("EPSAME");
  grZ.Draw("EPSAME");

  xval = ratio_wr;
  yval = yshift+8*ydrift;
  errl = ratio_wr_exp;
  errh = sqrt(ratio_wr_exp*ratio_wr_exp+ratio_wr_the*ratio_wr_the);
  TGraphAsymmErrors grWR(1,&xval,&yval,&errl,&errl,0,0);
  grWR.SetMarkerStyle(kFullCircle);
  grWR.SetMarkerSize(1);
  grWR.SetLineWidth(2);
  grWR.SetMarkerColor(kBlack);
  grWR.SetLineColor(expColor);
  TGraphAsymmErrors grWR2(1,&xval,&yval,&errh,&errh,0,0);
  grWR2.SetMarkerStyle(kFullCircle);
  grWR2.SetMarkerSize(1);
  grWR2.SetLineWidth(2);
  grWR2.SetMarkerColor(kBlack);
  grWR2.SetLineColor(theColor);
  grWR2.Draw("EPSAME");
  grWR.Draw("EPSAME");

  xval = ratio_wpr;
  yval = yshift+10*ydrift;
  errl = ratio_wpr_exp;
  errh = sqrt(ratio_wpr_exp*ratio_wpr_exp+ratio_wpr_the*ratio_wpr_the);
  TGraphAsymmErrors grWPR(1,&xval,&yval,&errl,&errl,0,0);
  grWPR.SetMarkerStyle(kFullCircle);
  grWPR.SetMarkerSize(1);
  grWPR.SetLineWidth(2);
  grWPR.SetMarkerColor(kBlack);
  grWPR.SetLineColor(expColor);
  TGraphAsymmErrors grWPR2(1,&xval,&yval,&errh,&errh,0,0);
  grWPR2.SetMarkerStyle(kFullCircle);
  grWPR2.SetMarkerSize(1);
  grWPR2.SetLineWidth(2);
  grWPR2.SetMarkerColor(kBlack);
  grWPR2.SetLineColor(theColor);
  grWPR2.Draw("EPSAME");
  grWPR.Draw("EPSAME");

  xval = ratio_wmr;
  yval = yshift+12*ydrift;
  errl = ratio_wmr_exp;
  errh = sqrt(ratio_wmr_exp*ratio_wmr_exp+ratio_wmr_the*ratio_wmr_the);
  TGraphAsymmErrors grWMR(1,&xval,&yval,&errl,&errl,0,0);
  grWMR.SetMarkerStyle(kFullCircle);
  grWMR.SetMarkerSize(1);
  grWMR.SetLineWidth(2);
  grWMR.SetMarkerColor(kBlack);
  grWMR.SetLineColor(expColor);
  TGraphAsymmErrors grWMR2(1,&xval,&yval,&errh,&errh,0,0);
  grWMR2.SetMarkerStyle(kFullCircle);
  grWMR2.SetMarkerSize(1);
  grWMR2.SetLineWidth(2);
  grWMR2.SetMarkerColor(kBlack);
  grWMR2.SetLineColor(theColor);
  grWMR2.Draw("EPSAME");
  grWMR.Draw("EPSAME");

  xval = ratio_wz;
  yval = yshift+14*ydrift;
  errl = ratio_wz_exp;
  errh = sqrt(ratio_wz_exp*ratio_wz_exp+ratio_wz_the*ratio_wz_the);
  TGraphAsymmErrors grWZ(1,&xval,&yval,&errl,&errl,0,0);
  grWZ.SetMarkerStyle(kFullCircle);
  grWZ.SetMarkerSize(1);
  grWZ.SetLineWidth(2);
  grWZ.SetMarkerColor(kBlack);
  grWZ.SetLineColor(expColor);
  TGraphAsymmErrors grWZ2(1,&xval,&yval,&errh,&errh,0,0);
  grWZ2.SetMarkerStyle(kFullCircle);
  grWZ2.SetMarkerSize(1);
  grWZ2.SetLineWidth(2);
  grWZ2.SetMarkerColor(kBlack);
  grWZ2.SetLineColor(theColor);
  grWZ2.Draw("EPSAME");
  grWZ.Draw("EPSAME");


  // legend
  xval = range_min+(0.06*(range_max-range_min));
  yval = 4.6;
  errl = 0.015*(range_max-range_min);
  errh = 0.03*(range_max-range_min);
  TGraphAsymmErrors grLeg(1,&xval,&yval,&errl,&errl,0,0);
  grLeg.SetMarkerStyle(kFullCircle);
  grLeg.SetMarkerSize(1);
  grLeg.SetLineWidth(2);
  grLeg.SetMarkerColor(kBlack);
  grLeg.SetLineColor(expColor);
  TGraphAsymmErrors grLeg2(1,&xval,&yval,&errh,&errh,0,0);
  grLeg2.SetMarkerStyle(kFullCircle);
  grLeg2.SetMarkerSize(1);
  grLeg2.SetLineWidth(2);
  grLeg2.SetMarkerColor(kBlack);
  grLeg2.SetLineColor(theColor);
  grLeg2.Draw("EPSAME");
  grLeg.Draw("EPSAME");

  TPaveText tb4(0.14,0.84,0.6,0.875,"NDC");
  tb4.SetFillStyle(0);
  tb4.SetBorderSize(0);
  tb4.SetTextAlign(12);
  tb4.AddText("Observation, uncertainty (exp., exp. #oplus theory)");
  tb4.Draw(); 

  TPaveText tb6(0.14,0.795,0.6,0.83,"NDC");
  tb6.SetFillStyle(0);
  tb6.SetBorderSize(0);
  tb6.SetTextAlign(12);
  tb6.AddText("Uncertainty (lumi)");
  tb6.Draw(); 

  TBox exp_box_leg2(range_min+(0.04*(range_max-range_min)),4.18,range_min+(0.08*(range_max-range_min)),4.38);
  exp_box_leg2.SetLineColor(796);
  exp_box_leg2.SetFillColor(796);
  exp_box_leg2.Draw();
  
  // split lines

  TLine split_line0(range_min,yshift+1*ydrift,range_max,yshift+1*ydrift);
  split_line0.SetLineColor(kBlack);
  split_line0.SetLineStyle(2);
  split_line0.SetLineWidth(1);
  split_line0.Draw();

  TLine split_line1(range_min,yshift+3*ydrift,range_max,yshift+3*ydrift);
  split_line1.SetLineColor(kBlack);
  split_line1.SetLineStyle(2);
  split_line1.SetLineWidth(1);
  split_line1.Draw();

  TLine split_line2(range_min,yshift+5*ydrift,range_max,yshift+5*ydrift);
  split_line2.SetLineColor(kBlack);
  split_line2.SetLineStyle(2);
  split_line2.SetLineWidth(1);
  split_line2.Draw();

  TLine split_line3(range_min,yshift+7*ydrift,range_max,yshift+7*ydrift);
  split_line3.SetLineColor(kBlack);
  split_line3.SetLineStyle(2);
  split_line3.SetLineWidth(1);
  split_line3.Draw();

  TLine split_line4(range_min,yshift+9*ydrift,range_max,yshift+9*ydrift);
  split_line4.SetLineColor(kBlack);
  split_line4.SetLineStyle(2);
  split_line4.SetLineWidth(1);
  split_line4.Draw();
  
  TLine split_line5(range_min,yshift+11*ydrift,range_max,yshift+11*ydrift);
  split_line5.SetLineColor(kBlack);
  split_line5.SetLineStyle(2);
  split_line5.SetLineWidth(1);
  split_line5.Draw();
  
  TLine split_line6(range_min,yshift+13*ydrift,range_max,yshift+13*ydrift);
  split_line6.SetLineColor(kBlack);
  split_line6.SetLineStyle(2);
  split_line6.SetLineWidth(1);
  split_line6.Draw();
  
  TLine split_line7(range_min,yshift+(-1)*ydrift,range_max,yshift+(-1)*ydrift);
  split_line7.SetLineColor(kBlack);
  split_line7.SetLineStyle(2);
  split_line7.SetLineWidth(1);
  split_line7.Draw();



  TPaveText tb1(0.08,0.93,0.34,0.99,"NDC");
  tb1.SetFillStyle(0);
  tb1.SetBorderSize(0);
  tb1.SetTextAlign(12);
  tb1.AddText("#bf{CMS}");
  tb1.Draw();

  TPaveText tb2(0.75,0.93,0.95,0.99,"NDC");
  tb2.SetFillStyle(0);
  tb2.SetBorderSize(0);
  tb2.SetTextAlign(12);
  tb2.AddText("2.3 fb^{-1} (13 TeV)");
  tb2.Draw(); 

  TPaveText tb3(0.6,0.83,0.95,0.88,"NDC");
  tb3.SetFillStyle(0);
  tb3.SetBorderSize(0);
  tb3.SetTextAlign(12);
  tb3.AddText("Theory: FEWZ (NNLO), NNPDF3.0");
  tb3.Draw(); 

  TPaveText tb7(0.6,0.795,0.95,0.83,"NDC");
  tb7.SetFillStyle(0);
  tb7.SetBorderSize(0);
  tb7.SetTextAlign(12);
  tb7.AddText("Observation: NNPDF3.0");
  tb7.Draw(); 

  TPaveText textwp(0.10,tp-(0*td),0.50,tp+tw-(0*td),"NDC");
  textwp.SetFillStyle(0);
  textwp.SetBorderSize(0);
  textwp.SetTextAlign(12);
  textwp.AddText("#bf{W^{+}#rightarrowl^{+}#nu}");
  textwp.Draw(); 

  char buffer[200]; 
  Double_t tmp[4];
  Double_t tmp2[4];
  roundXsec(xsec_wp, xsec_wp_stat, xsec_wp_sys, xsec_wp_lumi, tmp);
  sprintf(buffer,"%.0f #pm %.0f_{stat} #pm %.0f_{syst}", tmp[0], tmp[1], tmp[2]);
  sprintf(buffer,"%s #pm %.0f_{lum} pb",buffer,tmp[3]);
  TPaveText resultwp(0.60,tp-(-0.5*td),1.00,tp+tw-(-0.5*td),"NDC");
  resultwp.SetFillStyle(0);
  resultwp.SetBorderSize(0);
  resultwp.SetTextAlign(12);
  resultwp.AddText(buffer);
  resultwp.Draw(); 

  roundXsec(theo_wp, theo_wp_unc, tmp2);
  sprintf(buffer,"%.0f #pm %.0f pb", tmp2[0], tmp2[1]);
  TPaveText theorywp(0.60,tp-(0.6*td),1.00,tp+tw-(0.6*td),"NDC");
  theorywp.SetFillStyle(0);
  theorywp.SetBorderSize(0);
  theorywp.SetTextAlign(12);
  theorywp.AddText(buffer);
  theorywp.Draw(); 

  TPaveText textwm(0.10,tp-(3*td),0.50,tp+tw-(3*td),"NDC");
  textwm.SetFillStyle(0);
  textwm.SetBorderSize(0);
  textwm.SetTextAlign(12);
  textwm.AddText("#bf{W^{-}#rightarrowl^{-}#nu}");
  textwm.Draw(); 

  roundXsec(xsec_wm, xsec_wm_stat, xsec_wm_sys,xsec_wm_lumi, tmp);
  sprintf(buffer,"%.0f #pm %.0f_{stat} #pm %.0f_{syst}", tmp[0], tmp[1], tmp[2]);
  sprintf(buffer,"%s #pm %.0f_{lum} pb",buffer,tmp[3]);
  TPaveText resultwm(0.60,tp-(2.5*td),1.00,tp+tw-(2.5*td),"NDC");
  resultwm.SetFillStyle(0);
  resultwm.SetBorderSize(0);
  resultwm.SetTextAlign(12);
  resultwm.AddText(buffer);
  resultwm.Draw(); 

  roundXsec(theo_wm, theo_wm_unc, tmp2);
  sprintf(buffer,"%.0f #pm %.0f pb", tmp2[0], tmp2[1]);
  TPaveText theorywm(0.60,tp-(3.6*td),1.00,tp+tw-(3.6*td),"NDC");
  theorywm.SetFillStyle(0);
  theorywm.SetBorderSize(0);
  theorywm.SetTextAlign(12);
  theorywm.AddText(buffer);
  theorywm.Draw(); 

  TPaveText textw(0.10,tp-(6*td),0.50,tp+tw-(6*td),"NDC");
  textw.SetFillStyle(0);
  textw.SetBorderSize(0);
  textw.SetTextAlign(12);
  textw.AddText("#bf{W#rightarrowl#nu}");
  textw.Draw(); 

  roundXsec(xsec_w, xsec_w_stat, xsec_w_sys, xsec_w_lumi, tmp);
  sprintf(buffer,"%.0f #pm %.0f_{stat} #pm %.0f_{syst}", tmp[0], tmp[1], tmp[2]);
  sprintf(buffer,"%s #pm %.0f_{lum} pb",buffer,tmp[3]);
  TPaveText resultw(0.60,tp-(5.5*td),1.00,tp+tw-(5.5*td),"NDC");
  resultw.SetFillStyle(0);
  resultw.SetBorderSize(0);
  resultw.SetTextAlign(12);
  resultw.AddText(buffer);
  resultw.Draw(); 

  roundXsec(theo_w, theo_w_unc, tmp2);
  sprintf(buffer,"%.0f #pm %.0f pb", tmp2[0], tmp2[1]);
  TPaveText theoryw(0.60,tp-(6.6*td),1.00,tp+tw-(6.6*td),"NDC");
  theoryw.SetFillStyle(0);
  theoryw.SetBorderSize(0);
  theoryw.SetTextAlign(12);
  theoryw.AddText(buffer);
  theoryw.Draw(); 

  TPaveText textz(0.10,tp-(9*td),0.50,tp+tw-(9*td),"NDC");
  textz.SetFillStyle(0);
  textz.SetBorderSize(0);
  textz.SetTextAlign(12);
  textz.AddText("#bf{Z#rightarrowl^{+}l^{-}}");
  textz.Draw(); 

  roundXsec(xsec_z, xsec_z_stat, xsec_z_sys,xsec_z_lumi, tmp);
  sprintf(buffer,"%.0f #pm %.0f_{stat} #pm %.0f_{syst}", tmp[0], tmp[1], tmp[2]);
  sprintf(buffer,"%s #pm %.0f_{lum} pb",buffer,tmp[3]);
  TPaveText resultz(0.60,tp-(8.5*td),1.00,tp+tw-(8.5*td),"NDC");
  resultz.SetFillStyle(0);
  resultz.SetBorderSize(0);
  resultz.SetTextAlign(12);
  resultz.AddText(buffer);
  resultz.Draw(); 

  roundXsec(theo_z, theo_z_unc, tmp2);
  sprintf(buffer,"%.0f #pm %.0f pb", tmp2[0], tmp2[1]);
  TPaveText theoryz(0.60,tp-(9.6*td),1.00,tp+tw-(9.6*td),"NDC");
  theoryz.SetFillStyle(0);
  theoryz.SetBorderSize(0);
  theoryz.SetTextAlign(12);
  theoryz.AddText(buffer);
  theoryz.Draw(); 

  TPaveText textwr(0.10,tp-(12*td),0.50,tp+tw-(12*td),"NDC");
  textwr.SetFillStyle(0);
  textwr.SetBorderSize(0);
  textwr.SetTextAlign(12);
  textwr.AddText("#bf{W^{+}#rightarrowl^{+}#nu / W^{-}#rightarrowl^{-}#nu}");
  textwr.Draw(); 

  sprintf(buffer,"%.3f #pm %.3f_{stat} #pm %.3f_{syst}", xsec_wr, xsec_wr_stat, xsec_wr_sys);
  TPaveText resultwr(0.60,tp-(11.5*td),1.00,tp+tw-(11.5*td),"NDC");
  resultwr.SetFillStyle(0);
  resultwr.SetBorderSize(0);
  resultwr.SetTextAlign(12);
  resultwr.AddText(buffer);
  resultwr.Draw(); 

  sprintf(buffer,"%.3f #pm %.3f", theo_wr, theo_wr_unc);
  TPaveText theorywr(0.60,tp-(12.6*td),1.00,tp+tw-(12.6*td),"NDC");
  theorywr.SetFillStyle(0);
  theorywr.SetBorderSize(0);
  theorywr.SetTextAlign(12);
  theorywr.AddText(buffer);
  theorywr.Draw(); 

  TPaveText textwpr(0.10,tp-(15*td),0.50,tp+tw-(15*td),"NDC");
  textwpr.SetFillStyle(0);
  textwpr.SetBorderSize(0);
  textwpr.SetTextAlign(12);
  textwpr.AddText("#bf{W^{+}#rightarrowl^{+}#nu / Z#rightarrowl^{+}l^{-}}");
  textwpr.Draw(); 

  sprintf(buffer,"%.2f #pm %.2f_{stat} #pm %.2f_{syst}", xsec_wpr, xsec_wpr_stat, xsec_wpr_sys);
  TPaveText resultwpr(0.60,tp-(14.5*td),1.00,tp+tw-(14.5*td),"NDC");
  resultwpr.SetFillStyle(0);
  resultwpr.SetBorderSize(0);
  resultwpr.SetTextAlign(12);
  resultwpr.AddText(buffer);
  resultwpr.Draw(); 

  sprintf(buffer,"%.2f #pm %.2f", theo_wpr, theo_wpr_unc);
  TPaveText theorywpr(0.60,tp-(15.6*td),1.00,tp+tw-(15.6*td),"NDC");
  theorywpr.SetFillStyle(0);
  theorywpr.SetBorderSize(0);
  theorywpr.SetTextAlign(12);
  theorywpr.AddText(buffer);
  theorywpr.Draw(); 

  TPaveText textwmr(0.10,tp-(18*td),0.50,tp+tw-(18*td),"NDC");
  textwmr.SetFillStyle(0);
  textwmr.SetBorderSize(0);
  textwmr.SetTextAlign(12);
  textwmr.AddText("#bf{W^{-}#rightarrowl^{-}#nu / Z#rightarrowl^{+}l^{-}}");
  textwmr.Draw(); 

  sprintf(buffer,"%.2f #pm %.2f_{stat} #pm %.2f_{syst}", xsec_wmr, xsec_wmr_stat, xsec_wmr_sys);
  TPaveText resultwmr(0.60,tp-(17.5*td),1.00,tp+tw-(17.5*td),"NDC");
  resultwmr.SetFillStyle(0);
  resultwmr.SetBorderSize(0);
  resultwmr.SetTextAlign(12);
  resultwmr.AddText(buffer);
  resultwmr.Draw(); 

  sprintf(buffer,"%.2f #pm %.2f", theo_wmr, theo_wmr_unc);
  TPaveText theorywmr(0.60,tp-(18.6*td),1.00,tp+tw-(18.6*td),"NDC");
  theorywmr.SetFillStyle(0);
  theorywmr.SetBorderSize(0);
  theorywmr.SetTextAlign(12);
  theorywmr.AddText(buffer);
  theorywmr.Draw(); 

  TPaveText textwz(0.10,tp-(21*td),0.50,tp+tw-(21*td),"NDC");
  textwz.SetFillStyle(0);
  textwz.SetBorderSize(0);
  textwz.SetTextAlign(12);
  textwz.AddText("#bf{W#rightarrowl#nu / Z#rightarrowl^{+}l^{-}}");
  textwz.Draw(); 

  sprintf(buffer,"%.2f #pm %.2f_{stat} #pm %.2f_{syst}", xsec_wz, xsec_wz_stat, xsec_wz_sys);
  TPaveText resultwz(0.60,tp-(20.5*td),1.00,tp+tw-(20.5*td),"NDC");
  resultwz.SetFillStyle(0);
  resultwz.SetBorderSize(0);
  resultwz.SetTextAlign(12);
  resultwz.AddText(buffer);
  resultwz.Draw(); 

  sprintf(buffer,"%.2f #pm %.2f", theo_wz, theo_wz_unc);
  TPaveText theorywz(0.60,tp-(21.6*td),1.00,tp+tw-(21.6*td),"NDC");
  theorywz.SetFillStyle(0);
  theorywz.SetBorderSize(0);
  theorywz.SetTextAlign(12);
  theorywz.AddText(buffer);
  theorywz.Draw(); 

  TPaveText tb5(0.28,0.02,0.98,0.12,"NDC");
  tb5.SetFillStyle(0);
  tb5.SetBorderSize(0);
  tb5.SetTextAlign(12);
  tb5.AddText("ratio (exp./th.) of total cross sections and ratios");
  tb5.Draw();

  c->SaveAs("xsecSummary13TeV.png");
  c->SaveAs("xsecSummary13TeV.pdf");
}
void 
HTT_TT_X(bool scaled=true, bool log=false, float min=0., float max=-1., const char* inputfile="root/$HISTFILE", const char* directory="$CATEGORY")
{
  // define common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  // determine category tag
  const char* category_extra = "";
  if(std::string(directory) == std::string("emu_0jet_low"  )){ category_extra = "0 jet, low p_{T}";  }
  if(std::string(directory) == std::string("emu_0jet_high" )){ category_extra = "0 jet, high p_{T}"; }
  if(std::string(directory) == std::string("emu_boost_low" )){ category_extra = "1 jet, low p_{T}";  }
  if(std::string(directory) == std::string("emu_boost_high")){ category_extra = "1 jet, high p_{T}"; }
  if(std::string(directory) == std::string("emu_vbf"       )){ category_extra = "2 jet (VBF)";       }
  if(std::string(directory) == std::string("emu_nobtag"    )){ category_extra = "No B-Tag";          }
  if(std::string(directory) == std::string("emu_btag"      )){ category_extra = "B-Tag";             }

  const char* dataset;
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "CMS Preliminary,  ZH#rightarrow#lltau#tau, 4.9 fb^{-1} at 7 TeV";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS Preliminary,  ZH#rightarrowll#tau#tau, 19.4 fb^{-1} at 8 TeV";}
#ifdef MSSM
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 19.4 fb^{-1} at 8 TeV";}
#endif
  
  TFile* input = new TFile(inputfile);
  TH1F* ZZ  = refill((TH1F*)input->Get(TString::Format("%s/ZZ"   , directory)), "ZZ"); InitHist(ZZ, "", "", kMagenta-10, 1001);
  TH1F* GGToZZ2L2L  = refill((TH1F*)input->Get(TString::Format("%s/GGToZZ2L2L"   , directory)), "GGToZZ2L2L"); InitHist(GGToZZ2L2L, "", "", kMagenta-10, 1001);
  TH1F* Zjets    = refill((TH1F*)input->Get(TString::Format("%s/Zjets"     , directory)), "Zjets"  ); InitHist(Zjets  , "", "", kRed    + 2, 1001);
#ifndef DROP_SIGNAL
  TH1F* ZH_htt    = refill((TH1F*)input->Get(TString::Format("%s/ZH_htt"  , directory)+"125"), "ZH_htt"  ); InitSignal(ZH_htt); ZH_htt->Scale(SIGNAL_SCALE);
  TH1F* ZH_hww    = refill((TH1F*)input->Get(TString::Format("%s/ZH_hww"  , directory)+"125"), "ZH_hww"  ); InitSignal(ZH_hww); ZH_hww->Scale(SIGNAL_SCALE);
#endif
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data", true);
  InitHist(data, "#bf{m_{#tau#tau} [GeV]}", "#bf{dN/dm_{#tau#tau} [1/GeV]}"); InitData(data);

  TH1F* ref=(TH1F*)ZZ->Clone("ref");
  ref->Add(GGToZZ2L2L);
  ref->Add(Zjets  );

  double unscaled[5];
  unscaled[0] = ZZ->Integral();
  unscaled[1] = GGToZZ2L2L->Integral();
  unscaled[2] = Zjets  ->Integral();
#ifndef DROP_SIGNAL
  unscaled[3] = ZH_htt  ->Integral();
  unscaled[4] = ZH_hww  ->Integral();
#endif

  if(scaled){
    rescale(ZZ, 1);
    rescale(GGToZZ2L2L, 2);
    rescale(Zjets,   3);
#ifndef DROP_SIGNAL
    rescale(ZH_htt,   4);
    rescale(ZH_hww,   5);
#endif
  }

  TH1F* scales[5];
  scales[0] = new TH1F("scales-ZZ", "", 5, 0, 5);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (ZZ->Integral()/unscaled[0]-1.) : 0.);
  scales[1] = new TH1F("scales-GGToZZ2L2L", "", 5, 0, 5);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? (GGToZZ2L2L->Integral()/unscaled[1]-1.) : 0.);
  scales[2] = new TH1F("scales-Zjets"  , "", 5, 0, 5);
  scales[2]->SetBinContent(3, unscaled[2]>0 ? (Zjets  ->Integral()/unscaled[2]-1.) : 0.);
#ifndef DROP_SIGNAL
  scales[3] = new TH1F("scales-ZH_htt"  , "", 5, 0, 5);
  scales[3]->SetBinContent(4, unscaled[3]>0 ? (ZH_htt  ->Integral()/unscaled[3]-1.) : 0.);
  scales[4] = new TH1F("scales-ZH_hww"  , "", 5, 0, 5);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (ZH_hww  ->Integral()/unscaled[4]-1.) : 0.);
#endif

  GGToZZ2L2L->Add(Zjets);
  ZZ  ->Add(GGToZZ2L2L);
  if(log){
#ifndef DROP_SIGNAL
    ZH_htt  ->Add(ZH_hww );
#endif
  }
  else{
#ifndef DROP_SIGNAL
    ZH_htt   ->Add(ZH_hww);
#endif
  }

  /*
    mass plot before and after fit
  */
  TCanvas* canv = MakeCanvas("canv", "histograms", 600, 600);
  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(0, data->FindBin(350)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(1000)); };
#else
  data->GetXaxis()->SetRange(0, data->FindBin(350));
#endif

  data->SetNdivisions(505);
  data->SetMinimum(min);
  float maxZZ=ZZ->GetBinContent(ZZ->GetMaximumBin()); float maxdata=data->GetBinContent(data->GetMaximumBin());
  if (maxdata>maxZZ)
     data->SetMaximum(1.8*maxdata);
  else
     data->SetMaximum(1.8*maxZZ);
  data->Draw("e");

//  TH1F* errorBand = (TH1F*)ZZ ->Clone();
  TH1F* errorBand = (TH1F*)Zjets ->Clone();
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(1);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);
  errorBand  ->Scale(0.15);
  for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
    if(errorBand->GetBinContent(idx)>0){
      std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
      break;
    }
  }
  //if(log){
    ZZ  ->Draw("histsame");
    Zjets->Draw("histsame");
    $DRAW_ERROR
#ifndef DROP_SIGNAL
    ZH_htt  ->Draw("histsame");
#endif
  //}
  //else{
//#ifndef DROP_SIGNAL
//    ggH  ->Draw("histsame");
//#endif
//    Ztt  ->Draw("histsame");
//    ttbar->Draw("histsame");
//    EWK  ->Draw("histsame");
//    Fakes->Draw("histsame");
//    $DRAW_ERROR
//  }
  data->Draw("esame");
  canv->RedrawAxis();

//  //CMSPrelim(dataset, "#tau_{e}#tau_{#mu}", 0.17, 0.835);  
  CMSPrelim(dataset, "", 0.16, 0.835);  
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "NDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  if (directory=="eett_zh") 
    chan->AddText("#tau#tau");
  else
    chan->AddText("#mu#mu#tau#tau");
  chan->Draw();
//
//  TPaveText* cat      = new TPaveText(0.20, 0.68+0.061, 0.32, 0.68+0.161, "NDC");
//  cat->SetBorderSize(   0 );
//  cat->SetFillStyle(    0 );
//  cat->SetTextAlign(   12 );
//  cat->SetTextSize ( 0.05 );
//  cat->SetTextColor(    1 );
//  cat->SetTextFont (   62 );
//  cat->AddText(category_extra);
//  cat->Draw();
//
//#ifdef MSSM
//  TPaveText* massA      = new TPaveText(0.75, 0.48+0.061, 0.85, 0.48+0.161, "NDC");
//  massA->SetBorderSize(   0 );
//  massA->SetFillStyle(    0 );
//  massA->SetTextAlign(   12 );
//  massA->SetTextSize ( 0.03 );
//  massA->SetTextColor(    1 );
//  massA->SetTextFont (   62 );
//  massA->AddText("m_{A}=$MAGeV");
//  massA->Draw();
//
//  TPaveText* tanb      = new TPaveText(0.75, 0.44+0.061, 0.85, 0.44+0.161, "NDC");
//  tanb->SetBorderSize(   0 );
//  tanb->SetFillStyle(    0 );
//  tanb->SetTextAlign(   12 );
//  tanb->SetTextSize ( 0.03 );
//  tanb->SetTextColor(    1 );
//  tanb->SetTextFont (   62 );
//  tanb->AddText("tan#beta=$TANB");
//  tanb->Draw();
// 
//  TPaveText* scen      = new TPaveText(0.75, 0.40+0.061, 0.85, 0.40+0.161, "NDC");
//  scen->SetBorderSize(   0 );
//  scen->SetFillStyle(    0 );
//  scen->SetTextAlign(   12 );
//  scen->SetTextSize ( 0.03 );
//  scen->SetTextColor(    1 );
//  scen->SetTextFont (   62 );
//  scen->AddText("mhmax");
//  scen->Draw();
//#endif
//
//#ifdef MSSM  
//  TLegend* leg = new TLegend(0.45, 0.65, 0.95, 0.90);
//  SetLegendStyle(leg);
//  leg->AddEntry(ggH  , "#phi#rightarrow#tau#tau" , "L" );
//#else
  TLegend* leg = new TLegend(0.50, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
//#ifndef DROP_SIGNAL
//  if(SIGNAL_SCALE!=1){
    leg->AddEntry(ZH_htt  , TString::Format("%.0f#timesZH(125 GeV)#rightarrowll#tau#tau", SIGNAL_SCALE) , "L" );
//  }
//  else{
//    leg->AddEntry(ggH  , "H(125 GeV)#rightarrow#tau#tau" , "L" );
//  }
//#endif
//#endif
  leg->AddEntry(data , "observed"                       , "LP");
  leg->AddEntry(ZZ  , "ZZ"           , "F" );
  leg->AddEntry(Zjets, "Reducible"                       , "F" );
//  leg->AddEntry(EWK  , "electroweak"                    , "F" );
//  leg->AddEntry(Fakes, "QCD"                            , "F" );
  $ERROR_LEGEND
  leg->Draw();
//
////#ifdef MSSM
////  TPaveText* mssm  = new TPaveText(0.69, 0.85, 0.90, 0.90, "NDC");
////  mssm->SetBorderSize(   0 );
////  mssm->SetFillStyle(    0 );
////  mssm->SetTextAlign(   12 );
////  mssm->SetTextSize ( 0.03 );
////  mssm->SetTextColor(    1 );
////  mssm->SetTextFont (   62 );
////  mssm->AddText("(m_{A}=250, tan#beta=5)");
////  mssm->Draw();
////#else
////  TPaveText* mssm  = new TPaveText(0.83, 0.85, 0.95, 0.90, "NDC");
////  mssm->SetBorderSize(   0 );
////  mssm->SetFillStyle(    0 );
////  mssm->SetTextAlign(   12 );
////  mssm->SetTextSize ( 0.03 );
////  mssm->SetTextColor(    1 );
////  mssm->SetTextFont (   62 );
////  mssm->AddText("m_{H}=125");
////  mssm->Draw();
////#endif
//
//  /*
//    Ratio Data over MC
//  */
//  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
//  canv0->SetGridx();
//  canv0->SetGridy();
//  canv0->cd();
//
//  TH1F* zero = (TH1F*)ref ->Clone("zero"); zero->Clear();
//  TH1F* rat1 = (TH1F*)data->Clone("rat"); 
//  rat1->Divide(Ztt);
//  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
//    if(rat1->GetBinContent(ibin+1)>0){
//      // catch cases of 0 bins, which would lead to 0-alpha*0-1
//      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
//    }
//    zero->SetBinContent(ibin+1, 0.);
//  }
//  rat1->SetLineColor(kBlack);
//  rat1->SetFillColor(kGray );
//  rat1->SetMaximum(+0.5);
//  rat1->SetMinimum(-0.5);
//  rat1->GetYaxis()->CenterTitle();
//  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
//  rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
//  rat1->Draw();
//  zero->SetLineColor(kBlack);
//  zero->Draw("same");
//  canv0->RedrawAxis();
//
//  /*
//    Ratio After fit over Prefit
//  */
//  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
//  canv1->SetGridx();
//  canv1->SetGridy();
//  canv1->cd();
//
//  TH1F* rat2 = (TH1F*) Ztt->Clone("rat2");
//  rat2->Divide(ref);
//  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
//    if(rat2->GetBinContent(ibin+1)>0){
//      // catch cases of 0 bins, which would lead to 0-alpha*0-1
//      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
//    }
//  }
//  rat2->SetLineColor(kRed+ 3);
//  rat2->SetFillColor(kRed-10);
//  rat2->SetMaximum(+0.3);
//  rat2->SetMinimum(-0.3);
//  rat2->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
//  rat2->GetYaxis()->CenterTitle();
//  rat2->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
//  rat2->GetXaxis()->SetRange(0, 28);
//  rat2->Draw();
//  zero->SetLineColor(kBlack);
//  zero->Draw("same");
//  canv1->RedrawAxis();
//
//  /*
//    Relative shift per sample
//  */
//  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
//  canv2->SetGridx();
//  canv2->SetGridy();
//  canv2->cd();
//
//  InitHist  (scales[0], "", "", kMagenta-10, 1001);
//  InitHist  (scales[1], "", "", kRed    + 2, 1001);
//  InitHist  (scales[2], "", "", kBlue   - 8, 1001);
//  InitHist  (scales[3], "", "", kOrange - 4, 1001);
//#ifndef DROP_SIGNAL
//  InitSignal(scales[4]);
//  InitSignal(scales[5]);
//  InitSignal(scales[6]);
//#endif
//  scales[0]->Draw();
//  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{Fakes}");
//  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{EWK}"  );
//  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{ttbar}");
//  scales[0]->GetXaxis()->SetBinLabel(4, "#bf{Ztt}"  );
//#ifdef MSSM
//  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggH}"  );
//  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{bbH}"  );
//  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{NONE}" );
//#else
//  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggH}"  );
//  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{qqH}"  );
//  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{VH}"   );
//#endif
//  scales[0]->SetMaximum(+1.0);
//  scales[0]->SetMinimum(-1.0);
//  scales[0]->GetYaxis()->CenterTitle();
//  scales[0]->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
//  scales[1]->Draw("same");
//  scales[2]->Draw("same");
//  scales[3]->Draw("same");
//#ifndef DROP_SIGNAL
//  scales[4]->Draw("same");
//  scales[5]->Draw("same");
//  scales[6]->Draw("same");
//#endif
//  zero->Draw("same");
//  canv2->RedrawAxis();
//
//  /*
//    prepare output
//  */
  bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.png"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.pdf"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.eps"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
//  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
//  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
//  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
//  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
//  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
//  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
//  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
//  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
//  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  TFile* output = new TFile(TString::Format("%s_%sscaled_%s_%s.root", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""), "update");
  output->cd(); 
  data ->Write("data_obs");
  ZZ->Write("ZZ"   );
  Zjets  ->Write("Zjets"     );
  ZH_htt->Write("ZH_htt"   );
  ZH_hww  ->Write("ZH_hww"     );
//#ifdef MSSM
//  ggH  ->Write("ggH"     );
//  bbH  ->Write("bbH"     );
//#else
//#ifndef DROP_SIGNAL
//  ggH  ->Write("ggH"     );
//  qqH  ->Write("qqH"     );
//  VH   ->Write("VH"      );
//#endif
//#endif
  if(errorBand){
    errorBand->Write("errorBand");
  }
  output->Close();
}
Ejemplo n.º 28
0
void LEPStyle::draw()
{
  if( _canv==0 )
    {
      setCanvas();
      setHist();
      _canv->Draw();
      if( _ymin==0 ) _ymin = 0.2;
      //  _ymax = _n*1.5; 
      if( _ymax==0 ) _ymax = _n+_upDy;
      _hist->SetMinimum( _ymin  );
      _hist->SetMaximum( _ymax );
      
      _hist->Draw();

      if( _cmsPrelim ) cmsPrelim( _intLumi );
    }

  //  size_t n_ = _entry.size();
  _n = _entry.size();
  
  if( _extraBand )
    {
      drawExtraBand();
    }
 
  if( _band )
    {
      Double_t xx_[5] = { _bxmin, _bxmax, _bxmax, _bxmin, _bxmin };
      float eps1_ = _eps1*(_ymax-_ymin);
      float eps2_ = _eps2*(_ymax-_ymin);
      Double_t yy_[5] = { _ymin+eps1_, _ymin+eps1_, _ymax-eps2_, _ymax-eps2_, _ymin+eps1_ };
      TPolyLine* pl_ = new TPolyLine( 5, xx_, yy_ );
      pl_->SetFillStyle(_bandFillStyle);
      pl_->SetFillColor(_bandFillColor);
      pl_->SetLineWidth(3);
      pl_->SetLineColor( kOrange );
      pl_->DrawClone("FSame");
      TLine* l_ = new TLine( _bx0, _ymin+eps1_, _bx0, _ymax-eps2_  );
      l_->SetLineWidth(4);
      l_->SetLineColor( kOrange );
      l_->DrawClone();


      if( _hasLegend )
	{

	  cout << "HELLO!!!!" << endl;
	  //      _y0 = 4.0;
	  if( _y0==0 ) _y0 = _n+2*_upDy/3.;
	  if( _dy==0 ) _dy = 0.06;
	  _x0 = _xmax - 0.05*(_xmax-_xmin);
	  
	  TLatex leg1_;
	  leg1_.SetTextSize(_scale*0.05);      
	  leg1_.SetTextAlign(31); 
	  leg1_.DrawLatex( _x0, _y0+_dy, _legend );
	  
	  
	  TLatex leg2_;
	  leg2_.SetTextSize(_scale*0.05);      
	  leg2_.SetTextAlign(23); 
	  leg2_.DrawLatex( _bx0, _y0-_dy, _theory );

	}

//       TLegend* legend=new TLegend(_x0,_y0, _x0+_dx, _y0+_dy );
//       legend->SetLineColor(0);
//       legend->SetFillColor(0);
      
//       //      legend->AddEntry(pl_,_legend,"lf");
//       legend->AddEntry(pl_,_legend,"");

//       legend->Draw("same");
      

    }

  for( size_t ii=0; ii<_entry.size(); ii++ )
    {
      if( _entry[ii]==("SPACE") ) continue;
      Float_t  xval_[1];
      Float_t  yval_[1];
      Float_t    ey_[1];
      Float_t estatup_[1];
      Float_t ecombup_[1];
      Float_t etotup_[1];
      Float_t estatlo_[1];
      Float_t ecomblo_[1];
      Float_t etotlo_[1];

      float yy_ = _n-(Float_t)ii;
      xval_[0] = _val[ii];
      yval_[0] = yy_;
      ey_[0] = 0;

      estatup_[0] = _statup[ii];
      ecombup_[0] = sqrt( pow( _statup[ii],2 ) + pow( _systup[ii],2 ) );
      etotup_[0] = ecombup_[0] + _lumi[ii];

      estatlo_[0] = _statlo[ii];
      ecomblo_[0] = sqrt( pow( _statlo[ii],2 ) + pow( _systlo[ii],2 ) );      
      etotlo_[0] = ecomblo_[0] + _lumi[ii];

      TGraphAsymmErrors* gtot_  = new TGraphAsymmErrors( 1, xval_, yval_, etotlo_, etotup_, ey_, ey_ );
      gtot_->SetLineColor( kGreen );
      TGraphAsymmErrors* gcomb_ = new TGraphAsymmErrors( 1, xval_, yval_, ecomblo_, ecombup_, ey_, ey_ );
      gcomb_->SetLineColor( kRed );
      TGraphAsymmErrors* gstat_ = new TGraphAsymmErrors( 1, xval_, yval_, estatlo_, estatup_, ey_, ey_ );
      gstat_->SetLineColor( kBlack );
      gstat_->SetLineWidth( 2 );
      gstat_->SetMarkerStyle( _marker[ii] );
      gstat_->SetMarkerSize( _size[ii] );
      gstat_->SetMarkerColor( _color[ii] );

      gcomb_->SetLineWidth( 2 );

      gtot_->SetLineWidth( 2 );

      if( _lumi[ii]>0 )
	gtot_->Draw();

      gcomb_->DrawClone();
      gstat_->DrawClone("P");



      if( !_writeText ) continue;

      //   align = 10*HorizontalAlign + VerticalAlign
      // For Horizontal alignment the following convention applies:
      //   1=left adjusted, 2=centered, 3=right adjusted
      // For Vertical alignment the following convention applies:
      //   1=bottom adjusted, 2=centered, 3=top adjusted
      float xtxt_ = _xmin + 0.05*(_xmax-_xmin);
      TLatex ltx1_;

      ltx1_.SetTextSize(_scale*_size1);      
      ltx1_.SetTextAlign(_align1);
      if( _specifyPlacement )
	ltx1_.DrawLatex( _xx1, yy_+_e1, _entry[ii] );
      else
	ltx1_.DrawLatex( xtxt_, yy_+E_+e_, _entry[ii] );

      TLatex ltx2_;

      char line_[512];

      TString str_;
      TString pmstr_(" #pm ");
      TString format_("%-4.");
      format_ += _ndigit[ii];
      format_ += "f";
      TString valstr_;
      TString statstr_;
      TString syststr_;
      TString lumistr_;

      sprintf( line_, format_.Data(), _val[ii] );
      // sprintf( line_,  "%-4.3f", _val[ii] );
      valstr_ = line_;

      if( fabs( _statup[ii]-_statlo[ii] )<0.01 )
	{
	  sprintf( line_, format_.Data(), _statlo[ii] );
	}
      else
	{
	  sprintf( line_, "#scale[0.7]{#splitline{+%-4.3f}{-%-4.3f}}_{ stat.}", _statup[ii], _statlo[ii] );
	}

      statstr_ = line_;
      str_ = valstr_ + pmstr_ + statstr_;
      str_ += "_{ ";
      str_ += _firstError;
      str_ += "}";

      if( _systup[ii]>0 )
	{
	  if( fabs( _systup[ii]-_systlo[ii] )<0.01 )
	    {
	      sprintf( line_, format_.Data(), _systlo[ii] );
	    }
	  else 
	    {
	      sprintf( line_, "#scale[0.7]{#splitline{+%-4.3f}{- %-4.3f}}_", _systup[ii], _systlo[ii] );
	    }
	  syststr_ = line_;
	  str_ += pmstr_;
	  str_ += syststr_;
	  str_ += "_{ ";
	  str_ += _secondError;
	  str_ += "}";
	}
  
      if( _lumi[ii]>0 )
	{
	  sprintf( line_, format_.Data(), _lumi[ii] );
	  lumistr_ = line_;
	  lumistr_ += "_{lumi.}";
	  str_ += pmstr_ + lumistr_;
	}

      //      TString str_(line_);
      
      str_ += _unit;
      cout << str_ << endl;
 
      ltx2_.SetTextSize(_scale*_size2);      
      ltx2_.SetTextAlign(_align2);
      if( _specifyPlacement )
	ltx2_.DrawLatex( _xx2, yy_+_e2, str_ );
      else
	ltx2_.DrawLatex( xtxt_+0.02*(_xmax-_xmin), yy_+E_-e_, str_ );
    }


  _hist->Draw("Same");

  _canv->RedrawAxis();
}
Ejemplo n.º 29
0
void 
HTT_MT_X(bool scaled=true, bool log=true, float min=0.1, float max=-1., const char* inputfile="root/$HISTFILE", const char* directory="muTau_$CATEGORY")
{
  // defining the common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  // determine category tag
  const char* category_extra = "";
  if(std::string(directory) == std::string("muTau_0jet_low"  )){ category_extra = "0 jet, low p_{T}";  }
  if(std::string(directory) == std::string("muTau_0jet_high" )){ category_extra = "0 jet, high p_{T}"; }
  if(std::string(directory) == std::string("muTau_boost_low" )){ category_extra = "1 jet, low p_{T}";  }
  if(std::string(directory) == std::string("muTau_boost_high")){ category_extra = "1 jet, high p_{T}"; }
  if(std::string(directory) == std::string("muTau_vbf"       )){ category_extra = "2 jet (VBF)";       }
  if(std::string(directory) == std::string("muTau_nobtag"    )){ category_extra = "No B-Tag";          }
  if(std::string(directory) == std::string("muTau_btag"      )){ category_extra = "B-Tag";             }

  const char* dataset;
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 4.9 fb^{-1} at 7 TeV";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 19.4 fb^{-1} at 8 TeV";}
#ifdef MSSM
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "CMS Preliminary,  H#rightarrow#tau#tau, 12.1 fb^{-1} at 8 TeV";}
#endif
 
  // open example histogram file
  TFile* input = new TFile(inputfile);
  TH1F* Fakes  = refill((TH1F*)input->Get(TString::Format("%s/QCD"   , directory)), "QCD"); InitHist(Fakes, "", "", kMagenta-10, 1001);
  TH1F* EWK1   = refill((TH1F*)input->Get(TString::Format("%s/W"     , directory)), "W"  ); InitHist(EWK1 , "", "", kRed    + 2, 1001);
#ifdef EXTRA_SAMPLES
  TH1F* EWK2   = refill((TH1F*)input->Get(TString::Format("%s/ZJ"    , directory)), "ZJ" ); InitHist(EWK2 , "", "", kRed    + 2, 1001);
  TH1F* EWK3   = refill((TH1F*)input->Get(TString::Format("%s/ZL"    , directory)), "ZL" ); InitHist(EWK3 , "", "", kRed    + 2, 1001);
#else
  TH1F* EWK2   = refill((TH1F*)input->Get(TString::Format("%s/ZLL"   , directory)), "ZLL"); InitHist(EWK2 , "", "", kRed    + 2, 1001);
#endif
  TH1F* EWK    = refill((TH1F*)input->Get(TString::Format("%s/VV"    , directory)), "VV" ); InitHist(EWK  , "", "", kRed    + 2, 1001);
  TH1F* ttbar  = refill((TH1F*)input->Get(TString::Format("%s/TT"    , directory)), "TT" ); InitHist(ttbar, "", "", kBlue   - 8, 1001);
  TH1F* Ztt    = refill((TH1F*)input->Get(TString::Format("%s/ZTT"   , directory)), "ZTT"); InitHist(Ztt  , "", "", kOrange - 4, 1001);
#ifdef MSSM
  float ggHScale = 1., bbHScale = 1.; // scenario for MSSM, mhmax, mA=160, tanb=20, A + H for the time being
  if(std::string(inputfile).find("7TeV")!=std::string::npos){ ggHScale = ( 9157.9*0.119 + 10180.7*0.120)/1000.;
                                                             bbHScale = (23314.3*0.119 + 21999.3*0.120)/1000.; }
  if(std::string(inputfile).find("8TeV")!=std::string::npos){ ggHScale = (11815.3*0.119 + 13124.9*0.120)/1000.;
                                                             bbHScale = (31087.9*0.119 + 29317.8*0.120)/1000.; }
 //  float ggHScale = 1., bbHScale = 1.; // scenario for MSSM, mhmax, mA=160, tanb=10, A + H for the time being
//   if(std::string(inputfile).find("7TeV")!=std::string::npos){ ggHScale = (2111.4*0.11 + 4022.9*0.11)/1000.;
//                                                               bbHScale = (6211.6*0.11 + 5147.0*0.11)/1000.; }
//   if(std::string(inputfile).find("8TeV")!=std::string::npos){ ggHScale = (2729.9*0.11 + 5193.2*0.11)/1000.;
//                                                               bbHScale = (8282.7*0.11 + 6867.8*0.11)/1000.; }
  TH1F* ggH    = refill((TH1F*)input->Get(TString::Format("%s/ggH160", directory)), "ggH"); InitSignal(ggH); ggH ->Scale(ggHScale);
  TH1F* bbH    = refill((TH1F*)input->Get(TString::Format("%s/bbH160", directory)), "bbH"); InitSignal(bbH); bbH ->Scale(bbHScale);
#else
#ifndef DROP_SIGNAL
  TH1F* ggH    = refill((TH1F*)input->Get(TString::Format("%s/ggH125", directory)), "ggH"); InitSignal(ggH); ggH ->Scale(SIGNAL_SCALE);
  TH1F* qqH    = refill((TH1F*)input->Get(TString::Format("%s/qqH125", directory)), "qqH"); InitSignal(qqH); qqH ->Scale(SIGNAL_SCALE);
  TH1F* VH     = refill((TH1F*)input->Get(TString::Format("%s/VH125" , directory)), "VH" ); InitSignal(VH ); VH  ->Scale(SIGNAL_SCALE);
#endif
#endif
  TH1F* data   = refill((TH1F*)input->Get(TString::Format("%s/data_obs", directory)), "data", true);
  InitHist(data, "#bf{m_{#tau#tau} [GeV]}", "#bf{dN/dm_{#tau#tau} [1/GeV]}"); InitData(data);

  TH1F* ref=(TH1F*)Fakes->Clone("ref");
  ref->Add(EWK1 );
  ref->Add(EWK2 );
#ifdef EXTRA_SAMPLES
  ref->Add(EWK3 );
#endif
  ref->Add(EWK  );
  ref->Add(ttbar);
  ref->Add(Ztt  );

  double unscaled[7];
  unscaled[0] = Fakes->Integral();
  unscaled[1] = EWK  ->Integral();
  unscaled[1]+= EWK1 ->Integral();
  unscaled[1]+= EWK2 ->Integral();
#ifdef EXTRA_SAMPLES
  unscaled[1]+= EWK3 ->Integral();
#endif
  unscaled[2] = ttbar->Integral();
  unscaled[3] = Ztt  ->Integral();
#ifdef MSSM
  unscaled[4] = ggH  ->Integral();
  unscaled[5] = bbH  ->Integral();
  unscaled[6] = 0;
#else
#ifndef DROP_SIGNAL
  unscaled[4] = ggH  ->Integral();
  unscaled[5] = qqH  ->Integral();
  unscaled[6] = VH   ->Integral();
#endif
#endif

  if(scaled){
    rescale(Fakes, 7); 
    rescale(EWK1 , 3); 
    rescale(EWK2 , 4); 
#ifdef EXTRA_SAMPLES
    rescale(EWK3 , 5);
#endif 
    rescale(EWK  , 6); 
    rescale(ttbar, 2); 
    rescale(Ztt  , 1);
#ifdef MSSM
    rescale(ggH  , 8); 
    rescale(bbH  , 9);  
#else
#ifndef DROP_SIGNAL
    rescale(ggH  , 8); 
    rescale(qqH  , 9);  
    rescale(VH   ,10);  
#endif
#endif
  }

  TH1F* scales[7];
  scales[0] = new TH1F("scales-Fakes", "", 7, 0, 7);
  scales[0]->SetBinContent(1, unscaled[0]>0 ? (Fakes->Integral()/unscaled[0]-1.) : 0.);
  scales[1] = new TH1F("scales-EWK"  , "", 7, 0, 7);
  scales[1]->SetBinContent(2, unscaled[1]>0 ? ((EWK  ->Integral()
					       +EWK1 ->Integral()
					       +EWK2 ->Integral()
#ifdef EXTRA_SAMPLES
					       +EWK3 ->Integral()
#endif
						)/unscaled[1]-1.) : 0.);
  scales[2] = new TH1F("scales-ttbar", "", 7, 0, 7);
  scales[2]->SetBinContent(3, unscaled[2]>0 ? (ttbar->Integral()/unscaled[2]-1.) : 0.);
  scales[3] = new TH1F("scales-Ztt"  , "", 7, 0, 7);
  scales[3]->SetBinContent(4, unscaled[3]>0 ? (Ztt  ->Integral()/unscaled[3]-1.) : 0.);
#ifdef MSSM
  scales[4] = new TH1F("scales-ggH"  , "", 7, 0, 7);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (ggH  ->Integral()/unscaled[4]-1.) : 0.);
  scales[5] = new TH1F("scales-bbH"  , "", 7, 0, 7);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (bbH  ->Integral()/unscaled[5]-1.) : 0.);
  scales[6] = new TH1F("scales-NONE" , "", 7, 0, 7);
  scales[6]->SetBinContent(7, 0.);
#else
#ifndef DROP_SIGNAL
  scales[4] = new TH1F("scales-ggH"  , "", 7, 0, 7);
  scales[4]->SetBinContent(5, unscaled[4]>0 ? (ggH  ->Integral()/unscaled[4]-1.) : 0.);
  scales[5] = new TH1F("scales-qqH"  , "", 7, 0, 7);
  scales[5]->SetBinContent(6, unscaled[5]>0 ? (qqH  ->Integral()/unscaled[5]-1.) : 0.);
  scales[6] = new TH1F("scales-VH"   , "", 7, 0, 7);
  scales[6]->SetBinContent(7, unscaled[6]>0 ? (VH   ->Integral()/unscaled[6]-1.) : 0.);
#endif
#endif

  EWK1 ->Add(Fakes);
  EWK2 ->Add(EWK1 );
#ifdef EXTRA_SAMPLES
  EWK3 ->Add(EWK2 );
  EWK  ->Add(EWK3 );
#else
  EWK  ->Add(EWK2 );
#endif
  ttbar->Add(EWK  );
  Ztt  ->Add(ttbar);
  if(log){
#ifdef MSSM
    ggH  ->Add(bbH);
#else
#ifndef DROP_SIGNAL
    qqH  ->Add(VH );
    ggH  ->Add(qqH);
#endif
#endif
  }
  else{
#ifdef MSSM    
    bbH  ->Add(Ztt);
    ggH  ->Add(bbH);
#else
#ifndef DROP_SIGNAL
    VH   ->Add(Ztt);
    qqH  ->Add(VH );
    ggH  ->Add(qqH);
#endif
#endif
  }

  /*
    Mass plot before and after fit
  */
  TCanvas *canv = MakeCanvas("canv", "histograms", 600, 600);

  canv->cd();
  if(log){ canv->SetLogy(1); }
#if defined MSSM
  if(!log){ data->GetXaxis()->SetRange(0, data->FindBin(350)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(1000)); };
#else
  data->GetXaxis()->SetRange(0, data->FindBin(350));
#endif
  data->SetNdivisions(505);
  data->SetMinimum(min);
  data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Ztt, log)));
  data->Draw("e");

  TH1F* errorBand = (TH1F*)Ztt ->Clone();
  errorBand  ->SetMarkerSize(0);
  errorBand  ->SetFillColor(1);
  errorBand  ->SetFillStyle(3013);
  errorBand  ->SetLineWidth(1);
  for(int idx=0; idx<errorBand->GetNbinsX(); ++idx){
    if(errorBand->GetBinContent(idx)>0){
      std::cout << "Uncertainties on summed background samples: " << errorBand->GetBinError(idx)/errorBand->GetBinContent(idx) << std::endl;
      break;
    }
  }
  if(log){
    Ztt  ->Draw("histsame");
    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    Fakes->Draw("histsame");
    $DRAW_ERROR
#ifndef DROP_SIGNAL
    ggH  ->Draw("histsame");
#endif
  }
  else{
#ifndef DROP_SIGNAL
    ggH  ->Draw("histsame");
#endif
    Ztt  ->Draw("histsame");
    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    Fakes->Draw("histsame");
    $DRAW_ERROR
  }
  data->Draw("esame");
  canv->RedrawAxis();

  //CMSPrelim(dataset, "#tau_{#mu}#tau_{h}", 0.17, 0.835);
  CMSPrelim(dataset, "", 0.16, 0.835);  
  TPaveText* chan     = new TPaveText(0.20, 0.74+0.061, 0.32, 0.74+0.161, "NDC");
  chan->SetBorderSize(   0 );
  chan->SetFillStyle(    0 );
  chan->SetTextAlign(   12 );
  chan->SetTextSize ( 0.05 );
  chan->SetTextColor(    1 );
  chan->SetTextFont (   62 );
  chan->AddText("#mu#tau_{h}");
  chan->Draw();

  TPaveText* cat      = new TPaveText(0.20, 0.68+0.061, 0.32, 0.68+0.161, "NDC");
  cat->SetBorderSize(   0 );
  cat->SetFillStyle(    0 );
  cat->SetTextAlign(   12 );
  cat->SetTextSize ( 0.05 );
  cat->SetTextColor(    1 );
  cat->SetTextFont (   62 );
  cat->AddText(category_extra);
  cat->Draw();

#ifdef MSSM
  TPaveText* massA      = new TPaveText(0.75, 0.48+0.061, 0.85, 0.48+0.161, "NDC");
  massA->SetBorderSize(   0 );
  massA->SetFillStyle(    0 );
  massA->SetTextAlign(   12 );
  massA->SetTextSize ( 0.03 );
  massA->SetTextColor(    1 );
  massA->SetTextFont (   62 );
  massA->AddText("m_{A}=160GeV");
  massA->Draw();

  TPaveText* tanb      = new TPaveText(0.75, 0.44+0.061, 0.85, 0.44+0.161, "NDC");
  tanb->SetBorderSize(   0 );
  tanb->SetFillStyle(    0 );
  tanb->SetTextAlign(   12 );
  tanb->SetTextSize ( 0.03 );
  tanb->SetTextColor(    1 );
  tanb->SetTextFont (   62 );
  tanb->AddText("tan#beta=20");
  tanb->Draw();

  TPaveText* scen      = new TPaveText(0.75, 0.40+0.061, 0.85, 0.40+0.161, "NDC");
  scen->SetBorderSize(   0 );
  scen->SetFillStyle(    0 );
  scen->SetTextAlign(   12 );
  scen->SetTextSize ( 0.03 );
  scen->SetTextColor(    1 );
  scen->SetTextFont (   62 );
  scen->AddText("mhmax");
  scen->Draw();
#endif

#ifdef MSSM
  TLegend* leg = new TLegend(0.45, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
  leg->AddEntry(ggH  , "#phi#rightarrow#tau#tau" , "L" );
#else
  TLegend* leg = new TLegend(0.50, 0.65, 0.95, 0.90);
  SetLegendStyle(leg);
#ifndef DROP_SIGNAL
  if(SIGNAL_SCALE!=1){
    leg->AddEntry(ggH  , TString::Format("%.0f#timesH(125 GeV)#rightarrow#tau#tau", SIGNAL_SCALE) , "L" );
  }
  else{
    leg->AddEntry(ggH  , "H(125 GeV)#rightarrow#tau#tau" , "L" );
  }
#endif
#endif
  leg->AddEntry(data , "observed"                       , "LP");
  leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
  leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
  leg->AddEntry(EWK  , "electroweak"                    , "F" );
  leg->AddEntry(Fakes, "QCD"                            , "F" );
  $ERROR_LEGEND
  leg->Draw();

//#ifdef MSSM
//  TPaveText* mssm  = new TPaveText(0.69, 0.85, 0.90, 0.90, "NDC");
//  mssm->SetBorderSize(   0 );
//  mssm->SetFillStyle(    0 );
//  mssm->SetTextAlign(   12 );
//  mssm->SetTextSize ( 0.03 );
//  mssm->SetTextColor(    1 );
//  mssm->SetTextFont (   62 );
//  mssm->AddText("(m_{A}=120, tan#beta=10)");
//  mssm->Draw();
//#else
//  TPaveText* mssm  = new TPaveText(0.83, 0.85, 0.95, 0.90, "NDC");
//  mssm->SetBorderSize(   0 );
//  mssm->SetFillStyle(    0 );
//  mssm->SetTextAlign(   12 );
//  mssm->SetTextSize ( 0.03 );
//  mssm->SetTextColor(    1 );
//  mssm->SetTextFont (   62 );
//  mssm->AddText("m_{H}=125");
//  mssm->Draw();
//#endif

  /*
    Ratio Data over MC
  */
  TCanvas *canv0 = MakeCanvas("canv0", "histograms", 600, 400);
  canv0->SetGridx();
  canv0->SetGridy();
  canv0->cd();

  TH1F* zero = (TH1F*)ref->Clone("zero"); zero->Clear();
  TH1F* rat1 = (TH1F*)data->Clone("rat"); 
  rat1->Divide(Ztt);
  for(int ibin=0; ibin<rat1->GetNbinsX(); ++ibin){
    if(rat1->GetBinContent(ibin+1)>0){
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat1->SetBinContent(ibin+1, rat1->GetBinContent(ibin+1)-1.);
    }
    zero->SetBinContent(ibin+1, 0.);
  }
  rat1->SetLineColor(kBlack);
  rat1->SetFillColor(kGray );
  rat1->SetMaximum(+0.5);
  rat1->SetMinimum(-0.5);
  rat1->GetYaxis()->CenterTitle();
  rat1->GetYaxis()->SetTitle("#bf{Data/MC-1}");
  rat1->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
  rat1->Draw();
  zero->SetLineColor(kBlack);
  zero->Draw("same");
  canv0->RedrawAxis();

  /*
    Ratio After fit over Prefit
  */
  TCanvas *canv1 = MakeCanvas("canv1", "histograms", 600, 400);
  canv1->SetGridx();
  canv1->SetGridy();
  canv1->cd();

  TH1F* rat2 = (TH1F*) Ztt->Clone("rat2");
  rat2->Divide(ref);
  for(int ibin=0; ibin<rat2->GetNbinsX(); ++ibin){
    if(rat2->GetBinContent(ibin+1)>0){
      // catch cases of 0 bins, which would lead to 0-alpha*0-1
      rat2 ->SetBinContent(ibin+1, rat2->GetBinContent(ibin+1)-1.);
    }
  }
  rat2->SetLineColor(kRed+ 3);
  rat2->SetFillColor(kRed-10);
  rat2->SetMaximum(+0.3);
  rat2->SetMinimum(-0.3);
  rat2->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
  rat2->GetYaxis()->CenterTitle();
  rat2->GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}");
  rat2->Draw();
  zero->SetLineColor(kBlack);
  zero->Draw("same");
  canv1->RedrawAxis();

  /*
    Relative shift per sample
  */
  TCanvas *canv2 = MakeCanvas("canv2", "histograms", 600, 400);
  canv2->SetGridx();
  canv2->SetGridy();
  canv2->cd();

  InitHist  (scales[0], "", "", kMagenta-10, 1001);
  InitHist  (scales[1], "", "", kRed    + 2, 1001);
  InitHist  (scales[2], "", "", kBlue   - 8, 1001);
  InitHist  (scales[3], "", "", kOrange - 4, 1001);
#ifndef DROP_SIGNAL
  InitSignal(scales[4]);
  InitSignal(scales[5]);
  InitSignal(scales[6]);
#endif
  scales[0]->Draw();
  scales[0]->GetXaxis()->SetBinLabel(1, "#bf{Fakes}");
  scales[0]->GetXaxis()->SetBinLabel(2, "#bf{EWK}"  );
  scales[0]->GetXaxis()->SetBinLabel(3, "#bf{ttbar}");
  scales[0]->GetXaxis()->SetBinLabel(4, "#bf{Ztt}"  );
#ifdef MSSM
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggH}"  );
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{bbH}"  );
  scales[0]->GetXaxis()->SetBinLabel(7, "NONE"      );
#else
  scales[0]->GetXaxis()->SetBinLabel(5, "#bf{ggH}"  );
  scales[0]->GetXaxis()->SetBinLabel(6, "#bf{qqH}"  );
  scales[0]->GetXaxis()->SetBinLabel(7, "#bf{VH}"   );
#endif
  scales[0]->SetMaximum(+1.0);
  scales[0]->SetMinimum(-1.0);
  scales[0]->GetYaxis()->CenterTitle();
  scales[0]->GetYaxis()->SetTitle("#bf{Fit/Prefit-1}");
  scales[1]->Draw("same");
  scales[2]->Draw("same");
  scales[3]->Draw("same");
#ifndef DROP_SIGNAL
  scales[4]->Draw("same");
  scales[5]->Draw("same");
  scales[6]->Draw("same");
#endif
  zero->Draw("same");
  canv2->RedrawAxis();

  /*
    prepare output
  */
  bool isSevenTeV = std::string(inputfile).find("7TeV")!=std::string::npos;
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.png"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.pdf"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv ->Print(TString::Format("%s_%sscaled_%s_%s.eps"       , directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv0->Print(TString::Format("%s_datamc_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv1->Print(TString::Format("%s_prefit_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.png", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : "")); 
  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.pdf", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  canv2->Print(TString::Format("%s_sample_%sscaled_%s_%s.eps", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""));
  TFile* output = new TFile(TString::Format("%s_%sscaled_%s_%s.root", directory, scaled ? "re" : "un", isSevenTeV ? "7TeV" : "8TeV", log ? "LOG" : ""), "update");
  output->cd();
  data ->Write("data_obs");
  Fakes->Write("Fakes"   );
  EWK  ->Write("EWK"     );
  ttbar->Write("ttbar"   );
  Ztt  ->Write("Ztt"     );
#ifdef MSSM
  ggH  ->Write("ggH"     );
  bbH  ->Write("bbH"     );
#else
#ifndef DROP_SIGNAL
  ggH  ->Write("ggH"     );
  qqH  ->Write("qqH"     );
  VH   ->Write("VH"      );
#endif
#endif
  if(errorBand){
    errorBand->Write("errorBand");
  }
  output->Close();
}
Ejemplo n.º 30
0
void plotLimit(string outputDir="./", TString inputs="", TString inputs_blinded="", TString inputXSec="", bool strengthLimit=true, bool blind=false, double energy=7, double luminosity=5.035, TString legendName="ee and #mu#mu channels")
{
   setTDRStyle();  
   gStyle->SetPadTopMargin   (0.05);
   gStyle->SetPadBottomMargin(0.12);
   gStyle->SetPadRightMargin (0.16);
   gStyle->SetPadLeftMargin  (0.14);
   gStyle->SetTitleSize(0.04, "XYZ");
   gStyle->SetTitleXOffset(1.1);
   gStyle->SetTitleYOffset(1.45);
   gStyle->SetPalette(1);
   gStyle->SetNdivisions(505);
  
  //get the limits from the tree
  TFile* file = TFile::Open(inputs);
  printf("Looping on %s\n",inputs.Data());
  if(!file) return;
  if(file->IsZombie()) return;
  TFile* file_blinded = TFile::Open(inputs_blinded);
  printf("Looping on %s\n",inputs_blinded.Data());
  if(!file_blinded) return;
  if(file_blinded->IsZombie()) return;
  TTree* tree_blinded = (TTree*)file_blinded->Get("limit");
  tree_blinded->GetBranch("mh"              )->SetAddress(&Tmh      );
  tree_blinded->GetBranch("limit"           )->SetAddress(&Tlimit   );
  tree_blinded->GetBranch("limitErr"        )->SetAddress(&TlimitErr);
  tree_blinded->GetBranch("quantileExpected")->SetAddress(&TquantExp);
  TGraph* ExpLimitm2 = getLimitGraph(tree_blinded,0.025);
  TGraph* ExpLimitm1 = getLimitGraph(tree_blinded,0.160);
  TGraph* ExpLimit   = getLimitGraph(tree_blinded,0.500);
  TGraph* ExpLimitp1 = getLimitGraph(tree_blinded,0.840);
  TGraph* ExpLimitp2 = getLimitGraph(tree_blinded,0.975);
  file_blinded->Close(); 
  TTree* tree = (TTree*)file->Get("limit");
  tree->GetBranch("mh"              )->SetAddress(&Tmh      );
  tree->GetBranch("limit"           )->SetAddress(&Tlimit   );
  tree->GetBranch("limitErr"        )->SetAddress(&TlimitErr);
  tree->GetBranch("quantileExpected")->SetAddress(&TquantExp);
  TGraph* ObsLimit   = getLimitGraph(tree,-1   ); 
  file->Close(); 

  FILE* pFileSStrenght = fopen((outputDir+"SignalStrenght").c_str(),"w");
  std::cout << "Printing Signal Strenght" << std::endl;
  for(int i=0;i<ExpLimit->GetN();i++){
     double M = ExpLimit->GetX()[i];
     std::cout << "Mass: " << M << "; ExpLimit: " << ExpLimit->Eval(M) << std::endl; 
     printf("$%8.6E$ & $%8.6E$ & $[%8.6E,%8.6E]$ & $[%8.6E,%8.6E]$ \\\\\\hline\n",M, ExpLimit->Eval(M), ExpLimitm1->Eval(M), ExpLimitp1->Eval(M), ExpLimitm2->Eval(M),  ExpLimitp2->Eval(M));
     fprintf(pFileSStrenght, "$%8.6E$ & $%8.6E$ & $[%8.6E,%8.6E]$ & $[%8.6E,%8.6E]$ & $%8.6E$ \\\\\\hline\n",M, ExpLimit->Eval(M), ExpLimitm1->Eval(M), ExpLimitp1->Eval(M), ExpLimitm2->Eval(M),  ExpLimitp2->Eval(M), ObsLimit->Eval(M));
    if(int(ExpLimit->GetX()[i])%50!=0)continue; //printf("%f ",ObsLimit->Eval(M));
  }printf("\n");
  fclose(pFileSStrenght); 
 

  //get the pValue
  inputs = inputs.ReplaceAll("/LimitTree", "/PValueTree");
  file = TFile::Open(inputs);
  
  printf("Looping on %s\n",inputs.Data());
  if(!file) return;
  if(file->IsZombie()) return;
  
  tree = (TTree*)file->Get("limit");
  
  tree->GetBranch("limit"           )->SetAddress(&Tlimit   );
  
  TGraph* pValue     = getLimitGraph(tree,-1);
  
  file->Close();

  
  //make TH Cross-sections
   string suffix = outputDir;
   TGraph* THXSec   = Hxswg::utils::getXSec(outputDir); 
   scaleGraph(THXSec, 1000);  //convert cross-section to fb
   double cprime=1.0; double  brnew=0.0;
   double XSecScaleFactor = 1.0;
   if(suffix.find("_cp")!=string::npos){
     sscanf(suffix.c_str()+suffix.find("_cp"), "_cp%lf_brn%lf", &cprime, &brnew);
     XSecScaleFactor = pow(cprime,2) * (1-brnew);
   }
  //XSecScaleFactor = 0.001; //pb to fb
  scaleGraph(THXSec, XSecScaleFactor);


  string prod = "pp_SM";
  if(outputDir.find("ggH")!=std::string::npos)prod="gg";
  if(outputDir.find("qqH")!=std::string::npos)prod="qq";
  if(outputDir.find("ppH")!=std::string::npos)prod="pp";

  
  strengthLimit = false;
  if(prod=="pp_SM")strengthLimit=true;
 
  //TGraph *XSecMELA = Hxswg::utils::getXSecMELA(cprime);

  //Hxswg::utils::multiplyGraph(   ObsLimit, XSecMELA);
  //Hxswg::utils::multiplyGraph( ExpLimitm2, XSecMELA);
  //Hxswg::utils::multiplyGraph( ExpLimitm1, XSecMELA);
  //Hxswg::utils::multiplyGraph(   ExpLimit, XSecMELA);
  //Hxswg::utils::multiplyGraph( ExpLimitp1, XSecMELA);
  //Hxswg::utils::multiplyGraph( ExpLimitp2, XSecMELA);
 
  //Scale exclusion XSec in fb
  scaleGraph(ObsLimit  , 0.001); //pb to fb
  scaleGraph(ExpLimitm2, 0.001); //pb to fb
  scaleGraph(ExpLimitm1, 0.001); //pb to fb
  scaleGraph(ExpLimit  , 0.001); //pb to fb
  scaleGraph(ExpLimitp1, 0.001); //pb to fb
  scaleGraph(ExpLimitp2, 0.001); //pb to fb

  //scal eTH cross-section and limits according to scale factor 
  //this only apply to NarrowResonnance case
  if(strengthLimit){
     Hxswg::utils::divideGraph(ObsLimit   , THXSec);
     Hxswg::utils::divideGraph(ExpLimitm2 , THXSec);
     Hxswg::utils::divideGraph(ExpLimitm1 , THXSec);
     Hxswg::utils::divideGraph(ExpLimit   , THXSec);
     Hxswg::utils::divideGraph(ExpLimitp1 , THXSec);
     Hxswg::utils::divideGraph(ExpLimitp2 , THXSec);
     Hxswg::utils::divideGraph(THXSec     , THXSec);
  }


  //limits in terms of signal strength
  TCanvas* c = new TCanvas("c", "c",800,800);
  c->SetGridx();
  c->SetGridy();
  TH1F* framework = new TH1F("Graph","Graph",1,strengthLimit?199:199,2500); //3000);
  framework->SetStats(false);
  framework->SetTitle("");
  framework->GetXaxis()->SetTitle("M_{H} [GeV]");
  framework->GetYaxis()->SetTitleOffset(1.70);
  if(strengthLimit){
  framework->GetYaxis()->SetTitle("#mu = #sigma_{95%} / #sigma_{th}");
  framework->GetYaxis()->SetRangeUser(1E-4,1E3);
  c->SetLogy(true);
  }else{
  framework->GetYaxis()->SetTitle((string("#sigma_{95%} (") + prod +" #rightarrow H #rightarrow ZZ) (pb)").c_str());
  framework->GetYaxis()->SetRangeUser(1E-3,1E3);
  c->SetLogy(true);
  }
  framework->GetXaxis()->SetLabelOffset(0.007);
  framework->GetXaxis()->SetLabelSize(0.03);
  framework->GetXaxis()->SetTitleOffset(1.0);
  framework->GetXaxis()->SetTitleFont(42);
  framework->GetXaxis()->SetTitleSize(0.035);
  framework->GetYaxis()->SetLabelFont(42);
  framework->GetYaxis()->SetLabelOffset(0.007);
  framework->GetYaxis()->SetLabelSize(0.03);
  framework->GetYaxis()->SetTitleOffset(1.3);
  framework->GetYaxis()->SetTitleFont(42);
  framework->GetYaxis()->SetTitleSize(0.035);
  framework->Draw();

  
  TGraph* TGObsLimit   = ObsLimit;  TGObsLimit->SetLineWidth(2);
  TGraph* TGExpLimit   = ExpLimit;  TGExpLimit->SetLineWidth(2); TGExpLimit->SetLineStyle(2);
  TCutG* TGExpLimit1S  = GetErrorBand("1S", ExpLimitm1, ExpLimitp1);  
  TCutG* TGExpLimit2S  = GetErrorBand("2S", ExpLimitm2, ExpLimitp2);  TGExpLimit2S->SetFillColor(5);
  THXSec->SetLineWidth(2); THXSec->SetLineStyle(1); THXSec->SetLineColor(4);

  TGExpLimit->SetLineColor(1);  TGExpLimit->SetLineStyle(2);
  TGObsLimit->SetLineWidth(2);  TGObsLimit->SetMarkerStyle(20);
  TGExpLimit2S->Draw("fc same");
  TGExpLimit1S->Draw("fc same");
  if(!blind) TGObsLimit->Draw("same P");
  TGExpLimit->Draw("same c");

  
  /*if(strengthLimit){
     TLine* SMLine = new TLine(framework->GetXaxis()->GetXmin(),1.0,framework->GetXaxis()->GetXmax(),1.0);
     SMLine->SetLineWidth(2); SMLine->SetLineStyle(1); SMLine->SetLineColor(4);      
     SMLine->Draw("same C");
  }else{
     THXSec->Draw("same C");
  }*/

  utils::root::DrawPreliminary(luminosity, energy, c);

  
  TLegend* LEG = new TLegend(0.55,0.75,0.85,0.95);
  LEG->SetHeader("");
  LEG->SetFillColor(0);
  LEG->SetFillStyle(0);
  LEG->SetTextFont(42);
  LEG->SetBorderSize(0);
  //LEG->AddEntry(THXSec  , "Th prediction"  ,"L");
  LEG->AddEntry(TGExpLimit  , "median expected"  ,"L");
  LEG->AddEntry(TGExpLimit1S  , "expected #pm 1#sigma"  ,"F");
  LEG->AddEntry(TGExpLimit2S  , "expected #pm 2#sigma"  ,"F");
  if(!blind) LEG->AddEntry(TGObsLimit  , "observed"  ,"LP");
  LEG->Draw();
  c->RedrawAxis();
  c->SaveAs((outputDir+"Limit.png").c_str());
  c->SaveAs((outputDir+"Limit.C").c_str());
  c->SaveAs((outputDir+"Limit.pdf").c_str()); 

  
  //save a summary of the limits
  FILE* pFileSum = fopen((outputDir+"LimitSummary").c_str(),"w");
  for(int i=0;i<TGExpLimit->GetN();i++){
     double M = ExpLimit->GetX()[i];
     fprintf(pFileSum, "$%8.6E$ & $%8.6E$ & $[%8.6E,%8.6E]$ & $[%8.6E,%8.6E]$ & $%8.6E$ & Th=$%8.6E$ & pValue=$%8.6E$\\\\\\hline\n",M, ExpLimit->Eval(M), ExpLimitm1->Eval(M), ExpLimitp1->Eval(M), ExpLimitm2->Eval(M),  ExpLimitp2->Eval(M), ObsLimit->Eval(M), (THXSec!=NULL)?THXSec->Eval(M):-1, pValue->Eval(M));
    if(int(ExpLimit->GetX()[i])%50!=0)continue; printf("%f ",ObsLimit->Eval(M));
  }printf("\n");
  fclose(pFileSum);

  pFileSum = fopen((outputDir+"LimitRange").c_str(),"w");
  fprintf(pFileSum, "EXPECTED LIMIT --> ");                   printLimits(pFileSum,TGExpLimit, TGExpLimit->GetX()[0], TGExpLimit->GetX()[TGExpLimit->GetN()-1]);
  if(!blind) fprintf(pFileSum, "OBSERVED LIMIT --> ");        printLimits(pFileSum,TGObsLimit, TGObsLimit->GetX()[0], TGObsLimit->GetX()[TGObsLimit->GetN()-1]);
  fprintf(pFileSum, "Exp Limits for Model are: ");              for(int i=0;i<TGExpLimit->GetN();i++){if(int(TGExpLimit->GetX()[i])%50==0) fprintf(pFileSum, "%f+-%f ",TGExpLimit->GetY()[i], (ExpLimitp1->GetY()[i]-ExpLimitm1->GetY()[i])/2.0);}fprintf(pFileSum,"\n");
  if(!blind) { fprintf(pFileSum, "Obs Limits for Model are: "); for(int i=0;i<TGObsLimit->GetN();i++){if(int(TGObsLimit->GetX()[i])%50==0) fprintf(pFileSum, "%f ",TGObsLimit->GetY()[i]);}fprintf(pFileSum,"\n"); }
  fclose(pFileSum); 
}