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();
}
//___________________________________________________________________________
Double_t* Ifit(int shift, Double_t& dataResult, Double_t& dataErr, std::string dataFile, 
	       TH1D* hsig, TH1D* hbkg, TH1D* hEGdata, Double_t* FitPar,
	       int ptbin=30, char EBEE[10]="EB", int fit_data=2)
{
  
  printf(" *** calling Ifit for %s , ptbin %d *** \n\n", EBEE,ptbin);

  cout << "The number of bins are: " << endl;
  cout << "hdata nbins = " << hEGdata->GetNbinsX() << endl;
  cout << "hsig nbins = " << hsig->GetNbinsX() << endl;
  cout << "hbkg nbins = " << hbkg->GetNbinsX() << endl;
  

  TCanvas *c1 = new TCanvas("HF1", "Histos1", 0, 0, 600, 600);
  gStyle->SetOptFit(0);

  if(fit_data != 3) dataColl.clear();
  sigColl.clear();
  bkgColl.clear();

  totalColl.clear();
  ctauColl.clear();
  Para.clear();
  Para_err.clear();

  info.clear();
  info_err.clear();

  float ptmax=0.;  
  if(ptbin== 21) ptmax= 23;
  if(ptbin== 23) ptmax= 26;
  if(ptbin== 26) ptmax= 30;
  if(ptbin== 30) ptmax= 35;
  if(ptbin== 35) ptmax= 40;
  if(ptbin== 40) ptmax= 45;
  if(ptbin== 45) ptmax= 50;
  if(ptbin== 50) ptmax= 60;
  if(ptbin== 60) ptmax= 85;
  if(ptbin== 85) ptmax= 120;
  if(ptbin== 120) ptmax= 300;
  if(ptbin== 300) ptmax= 500;



  Double_t* fitted = new Double_t[6];
  fitted[0] = 0.;    fitted[1] = 0.;    fitted[2] = 0.;    fitted[3] = 0.;
  fitted[4] = 0.;    fitted[5] = 0.;

  char hname[30];


  hsig->SetLineColor(1);
  hbkg->SetLineColor(1);
  hsig->SetNdivisions(505,"XY");
  hbkg->SetNdivisions(505,"XY");
  hsig->SetTitle("");
  hbkg->SetTitle("");
  hsig->SetXTitle("combined ISO (GeV)");
  hbkg->SetXTitle("combined ISO (GeV)");

  TH1F *hsum = (TH1F*)hsig->Clone();  
  hsum->Add(hbkg,1);
  float ntemplate = 1.;
  if (hsum->Integral()>1.) ntemplate = hsum->Integral();
  float sigfrac = hsig->Integral()/ntemplate*0.8;

  TH1F *hsum_norm = (TH1F*)hsum->Clone();  
  hsum_norm->Scale(1./hsum->Integral());

  TH1F *hdata = new TH1F();
  int ndata=0;
  if ( fit_data==1 ) {
    hdata = (TH1F*)hEGdata->Clone();
    ndata = (int)hdata->Integral();    
    for(int ibin=1; ibin<=hdata->GetNbinsX(); ibin++){
      for(int ipoint=0; ipoint<hdata->GetBinContent(ibin); ipoint++) {
	dataColl.push_back(hdata->GetBinCenter(ibin));
      }
    }
    ndata = dataColl.size();
  }else if (fit_data==2 ){
      hdata = (TH1F*)hEGdata->Clone();
    hdata -> Reset();
    dataColl.clear();
    FILE *infile =  fopen(dataFile.data(),"r");  
    float xdata, xdata1, xdata2; // combined isolation, pt, eta

    int flag = 1;
    while (flag!=-1){
      flag =fscanf(infile,"%f %f %f",&xdata, &xdata1, &xdata2);
      if( xdata1 >= ptbin && xdata1 < ptmax && xdata<20.) {
	if((strcmp(EBEE,"EB")==0 && TMath::Abs(xdata2)<1.45) ||
	   (strcmp(EBEE,"EE")==0 && TMath::Abs(xdata2)<2.5 && TMath::Abs(xdata2)>1.7) ) {
 	  dataColl.push_back(xdata);
	  hdata->Fill(xdata);
 	}
      } 
    }// keep reading files as long as text exists
    ndata = dataColl.size();

    printf("test print data 2 %2.3f \n", dataColl[2]);    
//     cout << "ndata in dataColl = " << ndata << endl;
    if ( ndata == 0 ) {
      printf(" no data to fit \n");
      return fitted;
    }
  }

  if(ndata==0) {
    printf(" ---  no events in the fit \n");
    return fitted;
  }
    
  //test fit the template and get PDFs
  TCanvas *c10 = new TCanvas("c10","c10",1000,500);
  c10->Divide(2,1);
  c10->cd(1);

  double par[20] = {hsig->GetMaximum(), 1., 0.6, 0.3,
		    hbkg->GetMaximum(), -.45, -0.05, 0.03, 1., 1., 1., 1.};

  if(strcmp(EBEE,"EE")==0) { par[2]=-0.1, par[3]=0.2; par[6]=-0.15; par[7]=0.02; };
  int fit_status;

  TF1 *f1 = new TF1("f1", exp_conv, -1., 20., 11);
  TF1 *fmcsigfit = new TF1("fmcsigfit", exp_conv, -1., 20., 11);
  fmcsigfit->SetLineColor(4);
  fmcsigfit->SetLineWidth(2);

  f1->SetNpx(10000);
  f1->SetParameters(par);
  f1->SetLineWidth(2);
  c10->cd(1);
  fit_status = hsig->Fit(f1,"","",-1., 5.);

  hsig->Draw();
  f1->Draw("same");
  if ( fit_status > 0 ) {
     printf("fit signal template failed. QUIT \n");
     return fitted;
  }
  if(para_index>0 && para_index<4){
    double tmppar = f1->GetParameter(para_index);
    f1->SetParameter(para_index, tmppar+para_sigma*f1->GetParError(para_index));
  }

  TF1 *fmcsig = (TF1*)f1->Clone();
  TF1 *fmcsigcorr = (TF1*)f1->Clone();
  fmcsig->SetNpx(10000);
  fmcsigcorr->SetNpx(10000);
  fmcsigfit->SetNpx(10000);
  
  TCanvas *c101 = new TCanvas("c101","c101",1000,500);
  c101->Divide(2,1);
  c101->cd(1);

  fmcsig->SetLineColor(1);
//   fmcsig->Draw();
//   f1->Draw("same");
  TH1F *htmp1 = (TH1F*)fmcsig->GetHistogram();
//   TH1F *htmp2 = (TH1F*)fmcsigcorr->GetHistogram();
  
  TH2F *htmp2 = new TH2F("htmp2","",210, -1., 20., 100, 0., htmp1->GetMaximum()*1.25);

  htmp2->SetNdivisions(505,"XY");
  htmp2->SetXTitle("Iso");
  htmp2->SetYTitle("A.U.");
  htmp2->SetLineColor(1);

//   htmp2->Draw();
//   htmp1->Draw("same");
//   htmp2->Add(htmp1,-1);
//   htmp2->Divide(htmp1);
  htmp2->GetXaxis()->SetRangeUser(-1., 10.);
  htmp2->SetMinimum(-1.);
  //htmp2->SetMaximum(1.5);
  htmp2->Draw();
  fmcsig->Draw("same");
//   fmcsigcorr->Draw("same");
  
  TLegend *tleg1 = new TLegend(0.5, 0.7, 0.93, 0.92);
  tleg1->SetHeader("");
  tleg1->SetFillColor(0);
  tleg1->SetShadowColor(0);
  tleg1->SetBorderSize(0);
  tleg1->AddEntry(fmcsig,"Zee data","l");
  //tleg1->AddEntry(fmcsigcorr,"corrected shape","l");
  tleg1->AddEntry(fmcsigfit,"shape from data","l");
  tleg1->Draw();

  //return fitted;
       
  SigPDFnorm = f1->Integral(-1.,20.);
  printf("status %d, sig area %3.3f \n", fit_status,f1->Integral(-1., 20.));


  f1->SetParameter(2,f1->GetParameter(2)+0.2);
  f1->SetParameter(3,f1->GetParameter(3)+0.1);

  Para.push_back(f1->GetParameter(0));
  Para.push_back(f1->GetParameter(1));
  Para.push_back(f1->GetParameter(2));
  Para.push_back(f1->GetParameter(3));

  Para_err.push_back(f1->GetParError(0));
  Para_err.push_back(f1->GetParError(1));
  Para_err.push_back(f1->GetParError(2));
  Para_err.push_back(f1->GetParError(3));

  c10->cd(2);
  TF1 *fbkgfit = new TF1("fbkgfit", expinv_power, -1., 20., 11);  

  TF1 *f3 = new TF1("f3", expinv_power, -1., 20., 11);
  fbkgfit->SetNpx(10000);  
  fbkgfit->SetLineColor(4);
  fbkgfit->SetLineWidth(2);

  f3->SetNpx(10000);
  f3->SetLineWidth(2);
  f3->SetParameters(f1->GetParameters());
    
  f3->SetParLimits(5,-5.,0.);
  f3->SetParLimits(6,-0.5,0.);
  f3->SetParLimits(7,0.001,0.2);
  f3->SetParLimits(8,0.5,5.);
  if ( strcmp(EBEE,"EB")==0 ){  
//     f3->FixParameter(8,1.);
//     f3->FixParameter(6,-0.1);
    f3->SetParLimits(8,1.,1.5);
  }

  float bkg_bend_power = 1.;
  if ( ptbin==21 ) bkg_bend_power = 4.5;
  if ( ptbin==23 ) bkg_bend_power = 4.;
  if ( ptbin==26 ) bkg_bend_power = 3.5;
  if ( ptbin==30 ) bkg_bend_power = 2.6;
  if ( ptbin==35 ) bkg_bend_power = 2.2;
  if ( ptbin==40 ) bkg_bend_power = 2.;
  if ( ptbin==45 ) bkg_bend_power = 2.;
  if ( ptbin==50 ) bkg_bend_power = 1.8;
  if ( ptbin==60 ) bkg_bend_power = 1.5;
  if ( ptbin==85 ) bkg_bend_power = 1.;
  if ( ptbin==120 ) bkg_bend_power = 1.;


  if ( strcmp(EBEE,"EE")==0 ){  
    f3->SetParameter(8,bkg_bend_power);
    f3->SetParLimits(8,bkg_bend_power-1., bkg_bend_power+1.);
  }

  f3->FixParameter(0,f3->GetParameter(0));
  f3->FixParameter(1,f3->GetParameter(1));
  f3->FixParameter(2,f3->GetParameter(2));
  f3->FixParameter(3,f3->GetParameter(3));

  hbkg->SetMaximum(hbkg->GetMaximum()*3.);
  fit_status = hbkg->Fit(f3,"b","",-1., 20.);
  hbkg->Draw();
  if ( fit_status > 0 ) {
    printf("fit background template failed. QUIT \n");    
    return fitted;
  }else {
    f3->Draw("same");
  }

  TF1 *fmcbkg = (TF1*)f3->Clone();
  fmcbkg->SetLineColor(1);
  c101->cd(2);

  htmp1 = (TH1F*)fmcbkg->GetHistogram();
  htmp2 = new TH2F("htmp2","",210, -1., 20., 100, 0., htmp1->GetMaximum()*1.25);

  htmp2->SetNdivisions(505,"XY");
  htmp2->SetXTitle("Iso");
  htmp2->SetYTitle("A.U.");
  htmp2->SetLineColor(1);

  htmp2->GetXaxis()->SetRangeUser(-1., 20.);
  htmp2->SetMinimum(-1.);
  htmp2->SetMaximum(1.5);
  htmp2->Draw();
  fmcbkg->Draw("same");

  TLegend *tleg2 = new TLegend(0.25, 0.2, 0.6, 0.42);
  tleg2->SetHeader("");
  tleg2->SetFillColor(0);
  tleg2->SetShadowColor(0);
  tleg2->SetBorderSize(0);
  if ( strcmp(EBEE,"EB")==0 ){  
    tleg2->AddEntry(fmcbkg,"MC shape","l");
  }else {
    tleg2->AddEntry(fmcbkg,"Data SB shape","l");
  }
  tleg2->AddEntry(fbkgfit,"shape from data","l");
  tleg2->Draw();
  
  if(para_index>4){
    double tmppar = f3->GetParameter(para_index);
    f3->SetParameter(para_index, tmppar+para_sigma*f3->GetParError(para_index));
  }

//   f3->SetParameter(5,-0.5);
//   f3->SetParameter(6,-0.05);
//   f3->SetParameter(7,0.02);
//   f3->SetParameter(8,1.);

  Para.push_back(f3->GetParameter(4));
  Para.push_back(f3->GetParameter(5));
  Para.push_back(f3->GetParameter(6));
  Para.push_back(f3->GetParameter(7)); 
  Para.push_back(f3->GetParameter(8)); 

  Para_err.push_back(f3->GetParError(4));
  Para_err.push_back(f3->GetParError(5));
  Para_err.push_back(f3->GetParError(6));
  Para_err.push_back(f3->GetParError(7));
  Para_err.push_back(f3->GetParError(8));

  BkgPDFnorm = f3->Integral(-1., 20.);
  printf("status %d, bkg area %3.3f \n", fit_status,f3->Integral(-1., 20.)/hdata->GetBinWidth(2));

  //test PDFs
  TCanvas *c11 = new TCanvas("c11","c11",1000,500);
  c11->Divide(2,1);
  c11->cd(1);
  TF1 *f11 = new TF1("f11",exp_conv_norm, -1., 20., 11);
  f11->SetNpx(10000);
  f11->SetParameters(f3->GetParameters());
  f11->Draw();
  printf(" SIG PDF area %2.3f \n", f11->Integral(-1., 20.));

  c11->cd(2);
  TF1 *f12 = new TF1("f12",expinv_power_norm, -1., 20., 11);
  f12->SetNpx(10000);
  f12->SetParameters(f3->GetParameters());
  f12->Draw();
  printf(" BKG PDF area %2.3f \n", f12->Integral(-1., 20.));

  //c1->cd();

  printf(" --------- before the fit ------------- \n");
  printf("Nsig %2.3f, Nbg %2.3f, Ntemplate %3.3f \n", hsig->Integral(), hbkg->Integral(), ntemplate);
  printf("Purity %2.3f, init size %4.3f,  fit sample size %4d\n", hsig->Integral()/hsum->Integral(), hsum->Integral(), ndata);
  printf(" -------------------------------------- \n");



  printf( " -----  Got %d, %d, %d events for fit ----- \n ", dataColl.size(),
	  sigColl.size(), bkgColl.size() );  

  //--------------------------------------------------
  //init parameters for fit
  Double_t vstart[11] = {1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.};
  vstart[0] = sigfrac*ndata;
  vstart[1] = (1-sigfrac)*ndata;
  for (int ii=0; ii<9; ii++) {    
    vstart[ii+2] = Para[ii]; //8 shape parameters
  }
  TMinuit *gMinuit = new TMinuit(NPAR);  
  gMinuit->Command("SET STR 1");
  gMinuit->SetFCN(fcn);
  Double_t arglist[11];
  Int_t ierflg = 0;
  
  arglist[0] = 1;
  gMinuit->mnexcm("SET ERR", arglist ,1,ierflg);
  arglist[0] = 1;
  gMinuit->mnexcm("SET PRINT", arglist ,1,ierflg);

  Double_t step[] = { 1.,1.,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,};

  for ( int ii=0; ii<9; ii++){
    printf(" para %d, %.5f, err %.5f \n", ii, Para[ii], Para_err[ii]);
  }

  float sigma = 3.;
  gMinuit->mnparm(0,  "Signal yield"  , vstart[0],  step[0], 0., ndata*2.  , ierflg);
  gMinuit->mnparm(1,  "background yield"  , vstart[1],  step[1], 0., ndata*2. , ierflg);

//   gMinuit->mnparm(2,  "constant"     , Para[0],  0.00,  Para[0], Para[0] , ierflg);
//   gMinuit->mnparm(3,  "exp tail"     , Para[1],  0.01,  Para[1]-sigma*Para_err[1], Para[1]+sigma*Para_err[1], ierflg);
//   gMinuit->mnparm(4,  "exg mean"     , Para[2],  0.01,  Para[2]-sigma*Para_err[2], Para[2]+sigma*Para_err[2], ierflg);
//   gMinuit->mnparm(5,  "exg width"    , Para[3],  0.01,  Para[3]-sigma*Para_err[3], Para[3]+sigma*Para_err[3], ierflg);
//   gMinuit->mnparm(6,  "constant"     , Para[4],  0.00,  Para[4]                  , Para[4]                  , ierflg);
//   gMinuit->mnparm(7,  "bg exp turnon", Para[5],  0.01,  Para[5]-sigma*Para_err[5], Para[5]+sigma*Para_err[5], ierflg);
//   gMinuit->mnparm(8,  "bg x offset  ", Para[6],  0.01,  Para[6]-sigma*Para_err[6], Para[6]+sigma*Para_err[6], ierflg);
//   gMinuit->mnparm(9,  "bg bend slope", Para[7],  0.01,  0.001                    , 0.1                      , ierflg);
// //   gMinuit->mnparm(10, "bg bend power", Para[8],  0.01,  Para[8]-sigma*Para_err[8], Para[8]+sigma*Para_err[8], ierflg);
//   gMinuit->mnparm(10, "bg bend power", Para[8],  0.01,  0.5                       , 5.                       , ierflg);

//   gMinuit->mnparm(2,  "constant"     , Para[0], TMath::Abs(Para[0]*0.0) ,  Para[0], Para[0], ierflg);
//   gMinuit->mnparm(3,  "exp tail"     , Para[1], TMath::Abs(Para[1]*0.01) ,  Para[1]-sigma*Para_err[1], Para[1]+sigma*Para_err[1], ierflg); 
// //   gMinuit->mnparm(3,  "exp tail"     , Para[1], TMath::Abs(Para[1]*0.1) ,  0.8    , 1.3    , ierflg);
//   gMinuit->mnparm(4,  "exg mean"     , Para[2], TMath::Abs(Para[2]*0.1) ,  0.5    , 1.0    , ierflg);
//   gMinuit->mnparm(5,  "exg width"    , Para[3], TMath::Abs(Para[3]*0.1) ,  0.25   , 0.5    , ierflg);
//   gMinuit->mnparm(6,  "constant"     , Para[4], TMath::Abs(Para[4]*0.0) ,  Para[4], Para[4], ierflg);
//   gMinuit->mnparm(7,  "bg exp turnon", Para[5], TMath::Abs(Para[5]*0.1) ,  -0.7   , -0.3   , ierflg);
//   gMinuit->mnparm(8,  "bg x offset  ", Para[6], TMath::Abs(Para[6]*0.0) ,  -0.15  , -0.05  , ierflg);
//   gMinuit->mnparm(9,  "bg bend slope", Para[7], TMath::Abs(Para[7]*0.1) ,  0.01   , 0.05   , ierflg);
//   gMinuit->mnparm(10, "bg bend power", Para[8], TMath::Abs(Para[8]*0.1) ,  0.5    , 1.5    , ierflg);

  gMinuit->mnparm(2,  "constant"     , Para[0],  0.00,  Para[0], Para[0] , ierflg);
  gMinuit->mnparm(3,  "exp tail"     , Para[1],  0.00,  Para[1]-sigma*Para_err[1], Para[1]+sigma*Para_err[1], ierflg);
  gMinuit->mnparm(4,  "exg mean"     , Para[2],  0.00,  Para[2]-sigma*Para_err[2], Para[2]+sigma*Para_err[2], ierflg);
  gMinuit->mnparm(5,  "exg width"    , Para[3],  0.00,  Para[3]-sigma*Para_err[3], Para[3]+sigma*Para_err[3], ierflg);
  gMinuit->mnparm(6,  "constant"     , Para[4],  0.00,  Para[4]                  , Para[4]                  , ierflg);
  gMinuit->mnparm(7,  "bg exp turnon", Para[5],  0.00,  Para[5]-sigma*Para_err[5], Para[5]+sigma*Para_err[5], ierflg);
  gMinuit->mnparm(8,  "bg x offset  ", Para[6],  0.00,  Para[6]-sigma*Para_err[6], Para[6]+sigma*Para_err[6], ierflg);
  gMinuit->mnparm(9,  "bg bend slope", Para[7],  0.00,  0.001                    , 0.1                      , ierflg);
  gMinuit->mnparm(10, "bg bend power", Para[8],  0.00,  Para[8]-sigma*Para_err[8], Para[8]+sigma*Para_err[8], ierflg);
  
  printf(" --------------------------------------------------------- \n");
  printf(" Now ready for minimization step \n --------------------------------------------------------- \n");
  
  arglist[0] = 500; // number of iteration
  gMinuit->mnexcm("MIGRAD", arglist,1,ierflg);
  //can do scan
//   arglist[0] = 0;
//   gMinuit->mnexcm("SCAN", arglist,1,ierflg);

  printf (" -------------------------------------------- \n");
  printf("Finished.  ierr = %d \n", ierflg);

  double para[NPAR+1],errpara[NPAR+1];

  double tmp_errpara[NPAR+1];

  for(int j=0; j<=NPAR-1;j++) { tmp_errpara[j]=0.1; }
  for(int j=2; j<=NPAR-1;j++) { 
    if(Para_err[j-2]!=0.) tmp_errpara[j]=TMath::Abs(Para_err[j-2]); 
  }
  
  int ni=6;       if ( strcmp(EBEE,"EE")==0 ) { ni=6; }//if(ptbin==21) ni=0;}
  
  if ( ierflg == 0 ) {
    for(int i=0; i<ni; i++) {
      float istep[10] = {0.,0.,0.,0.,0.,0.,0.};
      if (i<(ni-1)) {
	istep[i] = 0.001;
      }else {
	for (int j=0; j<ni-1; j++) {istep[j] = 0.001;}
      }

      for(int j=0; j<=NPAR-1;j++) {
	gMinuit->GetParameter(j, para[j], errpara[j]);
	if (errpara[j] != 0. ) {
	  tmp_errpara[j] = TMath::Abs(errpara[j]);
	}
      }

      if ( strcmp(EBEE,"EB")==0 ) {

	sigma = 10.;

 	if ( i==(ni-1) ) { sigma=5.;istep[1]=istep[4]=0.; }
	if ( ptbin==21 && i==1 ){ sigma=3.; }
 	if ( ptbin==21 && i==(ni-1) ){ sigma=20.; }
	if ( ptbin==23 && i==0 ){ para[7]=-0.5; }
	if ( ptbin==23 && i==1 ){ istep[1]=0.; istep[3]=0.01; }
 	if ( ptbin==23 && i==3 ){ istep[1]=0.01; istep[3]=0.0; }
	if ( ptbin==23 && i==(ni-1) ){ sigma=20.; }
 	if ( ptbin==26 && i==1 ){ sigma=5.; }	
	if ( ptbin==26 && i==(ni-1) ){ sigma=20.; }
	if ( ptbin==30 && i==(ni-1) ){ sigma=3.; }
 	if ( ptbin==35 && i==(ni-1) ) { sigma=10.; }
 	if ( ptbin==40 && i==(ni-1) ) { sigma=5.; istep[4]=0.01; }
 	if ( ptbin==45 && i==(ni-1) ) { sigma=10.; }
	if ( ptbin==60 && i==0 ) { para[3]=1.; para[4]=0.6; para[5]=0.32; para[7]=-0.45; para[9]=0.025; para[10] = 1.;}
 	if ( ptbin==60 && i==(ni-1) ) { sigma=5.; istep[4]=0.01;}
	if ( ptbin>=85 && i==(ni-1) ){ sigma=3.; }
	if ( ptbin==300 ) { istep[2]=istep[3]=istep[4]=0.; }// para[7] = -5.11907e-02; istep[1]=0.; }
	float tmp8=0.;
	
// 	if( i!= (ni-1) ) {
	  gMinuit->mnparm(0,  "Signal yield"  ,   para[0],  1., para[0]-100.*tmp_errpara[0], para[0]+100.*tmp_errpara[0], ierflg);
	  gMinuit->mnparm(1,  "background yield", para[1],  1., para[1]-100.*tmp_errpara[1], para[1]+100.*tmp_errpara[1], ierflg);
	  gMinuit->mnparm(2,  "constant"     , para[2],  0., para[2]-100.*tmp_errpara[2], para[2]+100.*tmp_errpara[2], ierflg);
	  gMinuit->mnparm(6,  "constant"     , para[6],  0., para[6]-100.*tmp_errpara[6], para[6]+100.*tmp_errpara[6], ierflg);
	  gMinuit->mnparm(3,  "exp tail"     , para[3],  istep[4],  para[3]-sigma*tmp_errpara[3], para[3]+sigma*tmp_errpara[3], ierflg);
	  gMinuit->mnparm(4,  "exg mean"     , para[4],  istep[3],  para[4]-sigma*tmp_errpara[4], para[4]+sigma*tmp_errpara[4], ierflg);
	  gMinuit->mnparm(5,  "exg width"    , para[5],  istep[2],  para[5]-sigma*tmp_errpara[5], para[5]+sigma*tmp_errpara[5], ierflg);
	  gMinuit->mnparm(7,  "bg exp turnon", para[7],  istep[1],  para[7]-sigma*tmp_errpara[7], para[7]+sigma*tmp_errpara[7], ierflg);
	  gMinuit->mnparm(8,  "bg x offset  ", para[8],  tmp8    ,  para[8]-sigma*tmp_errpara[8], para[8]+sigma*tmp_errpara[8], ierflg);
	  gMinuit->mnparm(9,  "bg bend slope", para[9],  istep[0],  para[9]-sigma*tmp_errpara[9], para[9]+sigma*tmp_errpara[9], ierflg);      
	  float sigma10=5.;
	  if ( para[10]-sigma10*tmp_errpara[10] < 1. )// && i!=(ni-1))
	    gMinuit->mnparm(10, "bg bend power", para[10],  istep[0], 1.,  para[10]+sigma10*tmp_errpara[10], ierflg);      
	  else
	    gMinuit->mnparm(10, "bg bend power", para[10],  istep[0], para[10]-sigma10*tmp_errpara[10],  para[10]+sigma10*tmp_errpara[10], ierflg);      
// 	}else {
// 	  gMinuit->mnparm(2,  "constant"     , Para[0], TMath::Abs(Para[0]*0.0) ,  Para[0], Para[0], ierflg);
// 	  //gMinuit->mnparm(3,  "exp tail"     , Para[1], TMath::Abs(Para[1]*0.01) ,  Para[1]-sigma*Para_err[1], Para[1]+sigma*Para_err[1], ierflg); 
// 	  gMinuit->mnparm(3,  "exp tail"     , Para[1], TMath::Abs(Para[1]*0.0) ,  0.8    , 1.3    , ierflg);
// 	  gMinuit->mnparm(4,  "exg mean"     , Para[2], TMath::Abs(Para[2]*0.1) ,  0.5    , 1.0    , ierflg);
// 	  gMinuit->mnparm(5,  "exg width"    , Para[3], TMath::Abs(Para[3]*0.1) ,  0.25   , 0.5    , ierflg);
// 	  gMinuit->mnparm(6,  "constant"     , Para[4], TMath::Abs(Para[4]*0.0) ,  Para[4], Para[4], ierflg);
// 	  gMinuit->mnparm(7,  "bg exp turnon", Para[5], TMath::Abs(Para[5]*0.0) ,  -0.7   , -0.3   , ierflg);
// 	  gMinuit->mnparm(8,  "bg x offset  ", Para[6], TMath::Abs(Para[6]*0.0) ,  -0.15  , -0.05  , ierflg);
// 	  gMinuit->mnparm(9,  "bg bend slope", Para[7], TMath::Abs(Para[7]*0.1) ,  0.01   , 0.05   , ierflg);
// 	  gMinuit->mnparm(10, "bg bend power", Para[8], TMath::Abs(Para[8]*0.1) ,  0.5    , 1.5    , ierflg);
// 	}


	if( ptbin >=300 ) { 
	  gMinuit->mnparm(3,  "exp tail"  , 1.257281,  0.0,  para[1]-3.*tmp_errpara[1], para[1]+3.*tmp_errpara[1], ierflg);
	  gMinuit->mnparm(4,  "exg mean"  , 0.856906,  0.0,  para[2]-3.*tmp_errpara[2], para[2]+3.*tmp_errpara[2], ierflg);
	  gMinuit->mnparm(5,  "exg width" , 0.320847,  0.0,  para[3]-3.*tmp_errpara[3], para[3]+3.*tmp_errpara[3], ierflg);
	}      

    }else{	

	sigma=10.;
	if ( i==0 ) { para[10] = bkg_bend_power; tmp_errpara[10] = 0.3; }
 	if ( i==(ni-1) ) { sigma=3.;istep[1]=istep[4]=0.; } //test of not changing signal template
     	if ( i==(ni-1) ) { istep[4]=0.;}

   	if ( ptbin==21 && i==(ni-1) ) { sigma=20.;}
  	if ( ptbin==23 && i==0 ) { sigma=5.;}
  	if ( ptbin==23 && i==(ni-1) ) { sigma=10.;}
	if ( ptbin<30 && ptbin>21 && i==1 ){ istep[1]=0.; istep[3]=0.01; }
 	if ( ptbin<30 && ptbin>21 && i==3 ){ istep[1]=0.01; istep[3]=0.0; }
	if ( ptbin==26 && i==1 ) { para[7] = -0.8; }
	if ( ptbin==26 && i==(ni-1) ) { sigma=10.; }
  	if ( ptbin==30 && i==(ni-1) ) { sigma=10.; }
 	if ( ptbin==35) {para[7] = -0.75;}
 	if ( ptbin==40 && i==0) {para[7] = -0.65; para[10] = 2.;}
	if ( ptbin==45 && i==(ni-1) ) {sigma=5.;}
	if ( ptbin==85 && i==(ni-1) ) {sigma=10.; istep[4]=0.01;}
	if (ptbin >= 85 ) { para[10] = bkg_bend_power; tmp_errpara[10] = 1.; }

	if ( ptbin==120 ) { para[7] = -0.615255; istep[1]=0.;}

	
//     	if ( ptbin==120 && i==0 ) { 
// 	  para[3] = 1.446454; para[4]=-0.016373; para[5]=0.163238;
// 	  istep[2]=istep[3]=istep[4]=0.; sigma=5.; tmp_errpara[10]=0.2;
// 	}
//     	if ( ptbin==120 && i==(ni-1) ) { istep[2]=istep[3]=istep[4]=0.; sigma=5.;}

	gMinuit->mnparm(0,  "Signal yield"  ,   para[0],  1., para[0]-100.*tmp_errpara[0], para[0]+100.*tmp_errpara[0], ierflg);
	gMinuit->mnparm(1,  "background yield", para[1],  1., para[1]-100.*tmp_errpara[1], para[1]+100.*tmp_errpara[1], ierflg);
	gMinuit->mnparm(2,  "constant"     , para[2],  0.,  para[2], para[2] , ierflg);
	gMinuit->mnparm(6,  "constant"     , para[6],  0.,  para[6], para[6], ierflg);	
	gMinuit->mnparm(3,  "exp tail"     , para[3],  istep[4],  para[3]-sigma*tmp_errpara[3], para[3]+sigma*tmp_errpara[3], ierflg);
	gMinuit->mnparm(4,  "exg mean"     , para[4],  istep[3],  para[4]-sigma*tmp_errpara[4], para[4]+sigma*tmp_errpara[4], ierflg);
	gMinuit->mnparm(5,  "exg width"    , para[5],  istep[2],  para[5]-sigma*tmp_errpara[5], para[5]+sigma*tmp_errpara[5], ierflg);
	gMinuit->mnparm(7,  "bg exp turnon", para[7],  istep[1],  para[7]-sigma*tmp_errpara[7], para[7]+sigma*tmp_errpara[7], ierflg);
	gMinuit->mnparm(8,  "bg x offset  ", para[8],  0.00,      para[8]-sigma*tmp_errpara[8], para[8]+sigma*tmp_errpara[8], ierflg);
	gMinuit->mnparm(9,  "bg bend slope", para[9],  istep[0],  para[9]-sigma*tmp_errpara[9], para[9]+sigma*tmp_errpara[9], ierflg);	
  
	float minerr=1.;
	//if ( tmp_errpara[10] > 0.5) tmp_errpara[10] = 0.5;
	float sigma10=5.;
	if ( para[10]-sigma10*tmp_errpara[10] < 1. ) 
	  gMinuit->mnparm(10, "bg bend power", para[10],  istep[0], minerr,  para[10]+sigma10*tmp_errpara[10], ierflg);
	else 
	  gMinuit->mnparm(10, "bg bend power", para[10],  istep[0], para[10]-sigma10*tmp_errpara[10],  para[10]+sigma10*tmp_errpara[10], ierflg);

      }
      printf(" ************ \n");
      printf("  do %d th fit  \n", i);
      if(i==5 && dataFile.find("toy")    != std::string::npos)
	{
	  cout << "dataResult = " << dataResult << "\t dataErr = " << dataErr << endl;
	  // fixed turn on at +- 1 sigma
	  gMinuit->mnparm(7,  "bg exp turnon", dataResult-(float)shift*dataErr,  0.00,  para[7]-sigma*tmp_errpara[7], para[7]+sigma*tmp_errpara[7], ierflg);

	}
      else if(dataFile.find("toy")    == std::string::npos)
	{
	  dataResult = para[7];
	  dataErr    = tmp_errpara[7];
	}
      arglist[0] = 500; // number of iteration
      gMinuit->mnexcm("MIGRAD", arglist ,1,ierflg);      
      if ( ierflg != 0 ) {
  	printf("fit failed at %d iteration \n", i);
  	c1->cd();	c1->Draw();  	hdata->Draw("phe");
  	return fitted;
      }
    }
  }
 
  Double_t amin,edm,errdef; 
  if ( ierflg == 0 ) {
    for(int j=0; j<=NPAR-1;j++) {
      gMinuit->GetParameter(j, para[j],errpara[j]);
      info.push_back(para[j]);
      info_err.push_back(errpara[j]);
      printf("Parameter  %d = %f +- %f\n",j,para[j],errpara[j]);	
    }
    para[NPAR] = dataColl.size();
    printf(" fitted yield %2.3f \n", (para[0]+para[1])/ndata );
    
    info.push_back(sigColl.size());
    
    for(int j=0; j<=NPAR-1;j++) {
      tmp_errpara[j] = errpara[j];
      if( tmp_errpara[j] == 0. ) tmp_errpara[j] = par[j]*.1;      
    }
    //do minos if fit sucessed.

  }
  if (ierflg != 0 )  {
    printf(" *********** Fit failed! ************\n");
    gMinuit->GetParameter(0, para[0],errpara[0]);
    gMinuit->GetParameter(1, para[1],errpara[1]);
    para[0]=0.; errpara[0]=0.;

    c1->cd();
    c1->Draw();  
    //gPad->SetLogy();
    hdata->SetNdivisions(505,"XY");
    hdata->SetXTitle("comb. ISO (GeV)");
    hdata->SetYTitle("Entries");
    hdata->SetTitle("");
    hdata->SetMarkerStyle(8);
    hdata->SetMinimum(0.);
    if ( hdata->GetMaximum()<10.) hdata->SetMaximum(15.);
    else hdata->SetMaximum(hdata->GetMaximum()*1.25);
    if ( strcmp(EBEE,"EE")==0 &&ptbin == 15 ) hdata->SetMaximum(hdata->GetMaximum()*1.25);
   
    hdata->Draw("phe");  

    return fitted;    
  }

  
  // Print results
//   Double_t amin,edm,errdef;
  Int_t nvpar,nparx,icstat;
  gMinuit->mnstat(amin,edm,errdef,nvpar,nparx,icstat);
  gMinuit->mnprin(1,amin);  
  gMinuit->mnmatu(1);
  printf(" ========= happy ending !? =========================== \n");
  
  printf("FCN =  %3.3f \n", amin);

  //use new PDF form
  double tmppar[12];
  for(int ii=0; ii<9; ii++){
    tmppar[ii] = para[ii+2];
    fmcsigfit->SetParameter(ii,tmppar[ii]);
    fbkgfit->SetParameter(ii,tmppar[ii]);
  }

  c101->cd(1);
  
  //fmcsigfit->SetParameters(tmppar);
  //fmcsigfit->SetParameter(2,0.1);
  //fmcsigfit->SetLineStyle(2);

  fmcsigfit->Draw("same");
  c101->cd(2);

  fbkgfit->SetParameter(4,fbkgfit->GetParameter(4)*fmcbkg->Integral(-1., 20.)/fbkgfit->Integral(-1., 20.));
  fbkgfit->Draw("same");

  char fname[100];
  sprintf(fname,"plots/template_Ifit%s_%d.pdf",EBEE,ptbin);
  c101->SaveAs(fname);


  f11->SetParameters(tmppar);
  SigPDFnorm = f11->Integral(-1., 20.);
  f12->SetParameters(tmppar);
  BkgPDFnorm = f12->Integral(-1., 20.);


  // plot
  c1->cd();
  c1->Draw();  
  //gPad->SetLogy();
   hdata->SetNdivisions(505,"XY");
   hdata->SetXTitle("comb. ISO (GeV)");
   hdata->SetYTitle("Entries");
   hdata->SetTitle("");
   hdata->SetMarkerStyle(8);
   hdata->SetMinimum(0.);
   if ( hdata->GetMaximum()<10.) hdata->SetMaximum(15.);
   else hdata->SetMaximum(hdata->GetMaximum()*1.5);
   if ( strcmp(EBEE,"EE")==0 &&ptbin == 15 ) hdata->SetMaximum(hdata->GetMaximum()*1.2);

   hdata->Draw("p e ");

  f11->SetParameter(0, para[0]*f11->GetParameter(0)/f11->Integral(-1., 20.)*hdata->GetBinWidth(2));
//   f11->SetFillColor(5);
  f11->SetLineColor(4);
  //f11->SetFillColor(603);
  f11->SetLineWidth(2);
//   f11->SetFillStyle(3001);
  f11->Draw("same");

  f12->SetParameter(4, para[1]*f12->GetParameter(4)/f12->Integral(-1., 20.)*hdata->GetBinWidth(2));
//   f12->SetFillColor(8);
  f12->SetLineColor(2);
  //f12->SetFillColor(603);
  f12->SetLineWidth(2);
//   f12->SetFillStyle(3013);
  f12->Draw("same");

  TF1 *f13 = new TF1("f13",sum_norm, -1., 20 ,11);
  f13->SetNpx(10000);
  f13->SetParameters(f12->GetParameters());
  f13->SetParameter(0, para[0]*f11->GetParameter(0)/f11->Integral(-1., 20.)*hdata->GetBinWidth(2));
  f13->SetParameter(4, para[1]*f12->GetParameter(4)/f12->Integral(-1., 20.)*hdata->GetBinWidth(2));  
  f13->SetLineWidth(2);
  f13->SetLineColor(1);
  f13->Draw("same");
  f11->Draw("same");
  hdata->Draw("pe same");

//   cout << "The number of bins are: " << endl;
//   cout << "hdata nbins = " << hdata->GetNbinsX() << endl;
//   cout << "hsig nbins = " << hsig->GetNbinsX() << endl;
//   cout << "hbkg nbins = " << hbkg->GetNbinsX() << endl;

  // get chi2/NDF
  double chi2ForThisBin=0;
  int nbinForThisBin=0;
  chi2Nbins(f13, hdata, chi2ForThisBin, nbinForThisBin);
  for(int epar=0; epar < 11; epar++)
    {
//       cout << "f11 parameter " << epar << " = " << 
// 	f11->GetParameter(epar) << endl;
      FitPar[epar] = f11->GetParameter(epar);
    }

  for(int epar=0; epar < 11; epar++)
    {
//       cout << "f12 parameter " << epar << " = " << 
// 	f12->GetParameter(epar) << endl;
      FitPar[epar+11] = f12->GetParameter(epar);
    }

  for(int epar=0; epar < 11; epar++)
    {
//       cout << "f13 parameter " << epar << " = " << 
// 	f13->GetParameter(epar) << endl;
      FitPar[epar+22] = f13->GetParameter(epar);

    }

//   cout << "hdata integral = " << hdata->Integral() << endl;
//   cout << endl;

//   printf("fit area %3.2f; sig area %3.2f; bg area %3.2f\n", f13->Integral(-1., 20.)/hdata->GetBinWidth(2),  f11->Integral(-1., 20.)/hdata->GetBinWidth(2),f12->Integral(-1., 20.)/hdata->GetBinWidth(2));

//   for(int i=0; i<12; i++){
//     printf(" fit para %d = %4.3f \n", i, f13->GetParameter(i));
//   }

   TLegend *tleg = new TLegend(0.5, 0.7, 0.93, 0.92);
   char text[50];
   sprintf(text,"%s Pt %d ~ %.0f GeV",EBEE, ptbin, ptmax);
   tleg->SetHeader(text);
   tleg->SetFillColor(0);
   tleg->SetShadowColor(0);
   tleg->SetBorderSize(0);
   sprintf(text,"#chi^{2}/NDF = %.1f/%d",chi2ForThisBin,nbinForThisBin);
   tleg->AddEntry(hdata,text,"");
   sprintf(text,"Data %.1f events",hdata->Integral());
   tleg->AddEntry(hdata,text,"pl");
   sprintf(text,"Fitted %.1f events",para[0]+para[1]);//f13->Integral(-1., 20.)/hdata->GetBinWidth(2));
   tleg->AddEntry(f13,text,"l");
   sprintf(text,"SIG %.1f #pm %.1f events",para[0], errpara[0]);
   tleg->AddEntry(f11,text,"f");
   sprintf(text,"BKG %.1f #pm %.1f events",para[1], errpara[1]);
   tleg->AddEntry(f12,text,"f");
   tleg->Draw();


   gPad->RedrawAxis();

   printf("%s, ptbin %d, Data %.1f events \n",EBEE, ptbin, hdata->Integral());
   printf("Fitted %.1f (in 5GeV) %.1f events \n",para[0]+para[1],f13->Integral(-1.,5.));
   printf("SIG %.1f #pm %.1f events \n",para[0], errpara[0]);
   printf("SIG (in 5GeV) %.1f #pm %.1f events \n",f11->Integral(-1.,5.)/hdata->GetBinWidth(2), f11->Integral(-1.,5.)*errpara[0]/para[0]/hdata->GetBinWidth(2));
   printf("BKG %.1f #pm %.1f events \n",para[1], errpara[1]);
   printf("BKG (in 5GeV) %.1f #pm %.1f events \n",f12->Integral(-1.,5.)/hdata->GetBinWidth(2), f12->Integral(-1.,5.)*errpara[1]/para[1]/hdata->GetBinWidth(2));
   
   float purity = f11->Integral(-1.,5.)/hdata->GetBinWidth(2)/(f11->Integral(-1.,5.)/hdata->GetBinWidth(2)+f12->Integral(-1.,5.)/hdata->GetBinWidth(2));
   float purity_err = purity*errpara[0]/para[0];
   printf("Purity (in 5GeV) %.3f #pm %.3f  \n", purity, purity_err);


//   hsig->Scale(para[0]/hsig->Integral());
//   hbkg->Scale(para[1]/hbkg->Integral());
//   hbkg->Add(hsig);

//   hsig->SetLineColor(1);
//   hsig->SetFillColor(5);
//   hsig->SetFillStyle(3001);

//   hbkg->SetLineWidth(2);


//   hsig->Draw("same");
//   hbkg->Draw("same");


  sprintf(fname,"plots/unbinned_free_Ifit%s_%d.pdf",EBEE,ptbin);
  if (para_index>0) sprintf(fname,"plots/unbinned_Ifit%s_%d_para%d_sigma%1.0f.pdf",EBEE,ptbin,para_index,para_sigma);
  if(Opt_SavePDF == 1) {
    c1->SaveAs(fname);


  } else {

   c1->Close();
   c10->Close();
   c101->Close();
   c11->Close();

  }

  printf("----- fit results with signal projection   ----------- \n");

  fitted[0] = para[0];
  fitted[1] = errpara[0];
  fitted[2] = para[1];
  fitted[3] = errpara[1];
  fitted[4] = f11->Integral(-1.,5.)/hdata->GetBinWidth(2);
  fitted[5] = f11->Integral(-1.,5.)*errpara[0]/para[0]/hdata->GetBinWidth(2);

  return fitted;
}
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();
}
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())); 
}
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 
//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;
}
Example #7
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();
}
Example #8
0
void 
postfit(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"     )){ 
	if (std::string(extra) == std::string("#mu#mu") ) dataset = "MS Preliminary,  H#rightarrow#tau#tau, 18.7 fb^{-1} at 8 TeV"; 
	else dataset = "MS Preliminary,  H#rightarrow#tau#tau, 19.4 fb^{-1} at 8 TeV";
  }
  if (std::string(dataset) == std::string("2011+2012")){ 
	if (std::string(extra) == std::string("#mu#mu") ) dataset = "CMS Preliminary,  H#rightarrow#tau#tau,  4.9 fb^{-1} at 7 TeV, 18.6 fb^{-1} at 8 TeV"; 
 	else dataset = "CMS Preliminary,  H#rightarrow#tau#tau,  4.9 fb^{-1} at 7 TeV, 19.4 fb^{-1} at 8 TeV";
	if (MSSM) dataset = "CMS Preliminary,  H#rightarrow#tau#tau,  4.9 fb^{-1} at 7 TeV, 12.1 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("boost_low" )){ category_extra = "1 jet, low p_{T}";  }
  if(std::string(extra2) == std::string("boost_high")){ category_extra = "1 jet, high p_{T}"; }
  if(std::string(extra2) == std::string("boost"     )){ 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* 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* 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(350)); } else{ data->GetXaxis()->SetRange(0, data->FindBin(490)); };
  if(!MSSM){ data->GetXaxis()->SetRange(0, data->FindBin(350)); }

  data->SetNdivisions(505);
  data->SetMinimum(min);
  if(Zmm){
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(EWK, log)));
  }
  else{
    data->SetMaximum(max>0 ? max : std::max(maximum(data, log), maximum(Ztt, log)));
  }
  data->Draw("e");

  if(log){
    if(Zmm){
      EWK  ->Draw("same");
      ttbar->Draw("same");
      Fakes->Draw("same");
      Zmm  ->Draw("same");
      Ztt  ->Draw("same");
    }
    else{
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      if(EWK1){
	EWK1->Draw("same");
      }
      if(Fakes){ Fakes->Draw("same"); }
    }
    if(ggH) ggH  ->Draw("histsame");
  }
  else{
    if(ggH) ggH  ->Draw("histsame");
    if(Zmm){
      EWK->Draw("same");
      Fakes->Draw("same");
      ttbar->Draw("same");
      Zmm->Draw("same");
      Ztt->Draw("same");
    }
    else{
      Ztt  ->Draw("same");
      ttbar->Draw("same");
      EWK  ->Draw("same");
      if(EWK1){
	EWK1->Draw("same");
      }
      if(Fakes){ 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){
    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();
  }
  
  
  float lower_bound = EWK1 ? 0.60 : 0.65;
  TLegend* leg = new TLegend(MSSM ? 0.45 : 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");
  leg->AddEntry(Ztt  , "Z#rightarrow#tau#tau"           , "F" );
  if(Zmm){ leg->AddEntry(Zmm  , "Z#rightarrow#mu#mu"    , "F" ); }
  if(EWK1){
    leg->AddEntry(EWK  , "Z#rightarrow ee"              , "F" );
    leg->AddEntry(EWK1 , "electroweak"                  , "F" );
  }
  else{
    leg->AddEntry(EWK  , "electroweak"                  , "F" );
  }
  leg->AddEntry(ttbar, "t#bar{t}"                       , "F" );
  if(Fakes){ leg->AddEntry(Fakes, "QCD"                 , "F" ); }
  if(errorBand){
    leg->AddEntry(errorBand, "bkg. uncertainty" , "F" );
  }
  leg->Draw();

  /*
  TPaveText* ext0     = new TPaveText(0.50, lower_bound-0.08, 0.70, lower_bound-0.03, "NDC");
  ext0->SetBorderSize(   0 );
  ext0->SetFillStyle(    0 );
  ext0->SetTextAlign(   12 );
  ext0->SetTextSize ( 0.035 );
  ext0->SetTextColor(    1 );
  ext0->SetTextFont (   42 );
  ext0->AddText("CMS Preliminary");
  ext0->Draw();

  TPaveText* ext1     = new TPaveText(0.50, lower_bound-0.13, 0.70, lower_bound-0.08, "NDC");
  ext1->SetBorderSize(   0 );
  ext1->SetFillStyle(    0 );
  ext1->SetTextAlign(   12 );
  ext1->SetTextSize ( 0.035 );
  ext1->SetTextColor(    1 );
  ext1->SetTextFont (   42 );
  ext1->AddText("#sqrt{s} = 7 TeV, L = 4.9 fb^{-1}");
  ext1->Draw();

  TPaveText* ext2     = new TPaveText(0.50, lower_bound-0.18, 0.70, lower_bound-0.13, "NDC");
  ext2->SetBorderSize(   0 );
  ext2->SetFillStyle(    0 );
  ext2->SetTextAlign(   12 );
  ext2->SetTextSize ( 0.035 );
  ext2->SetTextColor(    1 );
  ext2->SetTextFont (   42 );
  ext2->AddText("#sqrt{s} = 8 TeV, L = 19.4 fb^{-1}");
  ext2->Draw();
  
  TPaveText* ext3     = new TPaveText(0.50, lower_bound-0.23, 0.70, lower_bound-0.18, "NDC");
  ext3->SetBorderSize(   0 );
  ext3->SetFillStyle(    0 );
  ext3->SetTextAlign(   12 );
  ext3->SetTextSize ( 0.035 );
  ext3->SetTextColor(    1 );
  ext3->SetTextFont (   42 );
  ext3->AddText("H#rightarrow#tau#tau");
  ext3->Draw();
  */

  /*
    prepare output
  */
  std::string newName = std::string(inputfile).substr(0, std::string(inputfile).find(".root"));
  //canv->Print(TString::Format("%s%s.png", newName.c_str(), log ? "_LOG" : "")); 
  //canv->Print(TString::Format("%s%s.pdf", newName.c_str(), log ? "_LOG" : "")); 
  //canv->Print(TString::Format("%s%s.eps", newName.c_str(), log ? "_LOG" : "")); 
  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())); 
}
Example #9
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;
}
Example #10
0
void markerwarning()
{
   const int Nph = 14;
   double np_ph[Nph]  = {353.4,300.2,254.3,215.2,181.0,151.3,125.2,102.7, 83.3, 66.7, 52.5, 40.2, 30.2, 22.0};
   double nc_ph[Nph]  = {3.890,3.734,3.592,3.453,3.342,3.247,3.151,3.047,2.965,2.858,2.701,2.599,2.486,2.328};
   double npe_ph[Nph] = {10.068,9.004,8.086,7.304,6.620,6.026,5.504,5.054,4.666,4.334,4.050,3.804,3.604,3.440};
   double nce_ph[Nph] = {0.235,0.217,0.210,0.206,0.213,0.223,0.239,0.260,0.283,0.318,0.356,0.405,0.465,0.545};

   const int Nbr = 6;
   double np_br[Nbr]  = {357.0,306.0,239.0,168.0,114.0, 73.0};
   double nc_br[Nbr]  = {3.501,3.275,3.155,3.060,3.053,3.014};
   double npe_br[Nbr] = {8.000,11.000,10.000,9.000,9.000,8.000};
   double nce_br[Nbr] = {0.318,0.311,0.306,0.319,0.370,0.429};

   TGraphErrors *phUP = new TGraphErrors(Nph,np_ph,nc_ph,npe_ph,nce_ph);
   TGraphErrors *phDN = new TGraphErrors(Nph,np_ph,nc_ph,npe_ph,nce_ph);
   TGraphErrors *brUP = new TGraphErrors(Nbr,np_br,nc_br,npe_br,nce_br);
   TGraphErrors *brDN = new TGraphErrors(Nbr,np_br,nc_br,npe_br,nce_br);

   float Top_margin   = 0.;
   float Left_margin  = 0.025;
   float Right_margin = 0.005;
   float maxPlotPart  = 395;
   float Marker_Size  = 1.3;
   int   Marker_Style = 8;
  
   float Et_200_Min   = 0.71;
   float Et_200_Max   = 3.80;
   float Et_130_Min   = 1.21;
   float Et_130_Max   = 3.29;
  
   float Nc_200_Min   = 1.31;
   float Nc_200_Max   = 4.30;
   float Nc_130_Min   = 1.51;
   float Nc_130_Max   = 3.89;
  
   TCanvas *canvasNc = new TCanvas("canvasNc", "Multiplicity",630,10,600,500);
  
   gStyle->SetOptStat(0);
   canvasNc->SetFillColor(10);
   canvasNc->SetBorderSize(0);
  
   // Primitives in Nc200 pad
   TPad *padNcUP = new TPad("padNcUP","200 GeV",0.07,0.60,1.,1.00);
   padNcUP->Draw();
   padNcUP->cd();
   padNcUP->SetFillColor(10);
   padNcUP->SetFrameFillColor(10);
   padNcUP->SetBorderSize(0);
   padNcUP->SetLeftMargin(Left_margin);
   padNcUP->SetRightMargin(Right_margin);
   padNcUP->SetTopMargin(Top_margin+0.005);
   padNcUP->SetBottomMargin(0.00);
  
   TH1F* frameNcUP = new TH1F("frameNcUP","",100,0,maxPlotPart);
   frameNcUP->GetYaxis()->SetLabelOffset(0.005);
   frameNcUP->GetYaxis()->SetLabelSize(0.10);
   frameNcUP->SetMinimum(Nc_200_Min);
   frameNcUP->SetMaximum(Nc_200_Max);
   frameNcUP->SetNdivisions(505,"Y");
   frameNcUP->SetNdivisions(505,"X");
   frameNcUP->Draw();
  
   brUP->SetMarkerStyle(22);
   brUP->SetMarkerSize (2.0);
   brUP->Draw("P");                    
  
   phDN->SetMarkerStyle(23);
   phDN->SetMarkerSize (2);
   phDN->Draw("P");
  
   canvasNc->cd();
  
   // Primitives in Nc130 pad
   TPad *padNcDN = new TPad("padNcDN","130 GeV",0.07,0.02,1.,0.60);
   padNcDN->Draw();
   padNcDN->cd();
   padNcDN->SetFillColor(10);
   padNcDN->SetFrameFillColor(10);
   padNcDN->SetBorderSize(0);
   padNcDN->SetLeftMargin(Left_margin);
   padNcDN->SetRightMargin(Right_margin);
   padNcDN->SetTopMargin(Top_margin+0.005);
   padNcDN->SetBottomMargin(0.30);
  
   TH1F* frameNcDN = new TH1F("frameNcDN","",100,0,maxPlotPart);
   frameNcDN->GetYaxis()->SetLabelOffset(0.005);
   frameNcDN->GetYaxis()->SetLabelSize(0.07);
   frameNcDN->GetXaxis()->SetLabelOffset(0.005);
   frameNcDN->GetXaxis()->SetLabelSize(0.07);
   frameNcDN->SetMinimum(Nc_200_Min);
   frameNcDN->SetMaximum(Nc_200_Max);
   frameNcDN->SetNdivisions(505,"Y");
   frameNcDN->SetNdivisions(505,"X");
   frameNcDN->Draw();
  
   brDN->SetMarkerStyle(23);
   brDN->SetMarkerSize (2.0);
   brDN->Draw("P");                    
             
   phUP->SetMarkerStyle(22);
   phUP->SetMarkerSize (2);
   phUP->Draw("P");

   TLatex t1;
   t1.SetTextFont(12); t1.SetTextSize(0.0525);
   t1.DrawLatex(-5,0.6,"Non-symmetric symbols should be used carefully in plotting.�These two graphs show how misleading");
   t1.DrawLatex(-5,0.4,"a careless use of symbols can be.�The two plots represent the same data sets but because of a bad");
   t1.DrawLatex(-5,0.2,"symbol choice, the two plots on the top appear further apart than for the bottom example.");

   canvasNc->cd();
}
void 
HTT_MT_X(bool scaled=true, bool log=true, float min=0.1, float max=2000., const char* inputfile="root/$HISTFILE", const char* directory="muTau_$CATEGORY")
{
  // defining the common canvas, axes pad styles
  SetStyle(); gStyle->SetLineStyleString(11,"20 10");

  const char* dataset;
  if(std::string(inputfile).find("7TeV")!=std::string::npos){dataset = "#sqrt{s} = 7 TeV, L = 4.9 fb^{-1}";}
  if(std::string(inputfile).find("8TeV")!=std::string::npos){dataset = "#sqrt{s} = 8 TeV, L = 5.0 fb^{-1}";}

  // 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
  TH1F* ggH    = refill((TH1F*)input->Get(TString::Format("%s/ggH120", directory)), "ggH"); InitSignal(ggH); ggH ->Scale(5);
  TH1F* bbH    = refill((TH1F*)input->Get(TString::Format("%s/bbH120", directory)), "bbH"); InitSignal(bbH); bbH ->Scale(5);
#else
  TH1F* ggH    = refill((TH1F*)input->Get(TString::Format("%s/ggH125", directory)), "ggH"); InitSignal(ggH); ggH ->Scale(5);
  TH1F* qqH    = refill((TH1F*)input->Get(TString::Format("%s/qqH125", directory)), "qqH"); InitSignal(qqH); qqH ->Scale(5);
  TH1F* VH     = refill((TH1F*)input->Get(TString::Format("%s/VH125" , directory)), "VH" ); InitSignal(VH ); VH  ->Scale(5);
#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
  unscaled[4] = ggH  ->Integral();
  unscaled[5] = qqH  ->Integral();
  unscaled[6] = VH   ->Integral();
#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
    rescale(ggH  , 8); 
    rescale(qqH  , 9);  
    rescale(VH   ,10);  
#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
  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

  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
    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); }
  // reduce the axis range if necessary
  //data->GetXaxis()->SetRange(0, 28);
  data->SetNdivisions(505);
  data->SetMinimum(min);
  data->SetMaximum(max);
  data->Draw("e");

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

  if(log){
    Ztt  ->Draw("histsame");
    ttbar->Draw("histsame");
    EWK  ->Draw("histsame");
    Fakes->Draw("histsame");
    ggH  ->Draw("histsame");
    $DRAW_ERROR
  }
  else{
void draw_centEff_fitResults(string cutname = "hiHF_hfCoinc3_pVtx") {

    ifstream in;
    //in.open("temp.txt");
    in.open(Form("centEff_fitResults_%s.txt",cutname.data()));

    string run;
    int runtemp;
    Float_t eff, chi2;
    Int_t nlines = 0;
    //TFile *f = new TFile("hist_effcon_runDep.root","RECREATE");
    TCanvas *c1 = new TCanvas("c1","",10,10,900,500);
    c1->SetGrid();
    TH1F *h = new TH1F("h1","Eff+Contamination vs. run",1,0,1);
    h->SetStats(0);
    h->SetTitle("Eff+Contamination vs. run; Run number;Efficiency+Contamination (%)");
    h->SetAxisRange(95,105,"Y");
    h->SetCanExtend(TH1::kAllAxes);
    h->SetLineColor(2);
    TH1F *hgaus = new TH1F("hgaus","Eff+Contamination",20,99,101);

    while (1) {
        in >> run>> eff >> chi2;
        //run = itoa(runtemp);
        if (!in.good()) break;
        if (nlines < 5) printf("run=%s, eff+contamination=%3f, reduced chi2=%3f\n",run.data(),eff,chi2);
        h->Fill(run.data(),eff);
        hgaus->Fill(eff);
        nlines++;
    }
    in.close();
    printf(" found %d points\n",nlines);
    c1->cd();
    h->LabelsDeflate();
    h->Draw("hist");
    c1->SaveAs(Form("figures/centEff_runDep_%s.png",cutname.data()));
 
    TCanvas *c2 = new TCanvas("c2","",500,500);
    double gausMean, gausResol;
    double histMean, histResol;
    TF1* fgaus = cleverGaus(hgaus);
    gausMean = fgaus->GetParameter(1);
    gausResol = fgaus->GetParameter(2);
    hgaus->SetTitle(";Efficiency+Contamination (%);");
    hgaus->SetNdivisions(504);
    hgaus->Draw("hist");
    fgaus->Draw("same");
    histMean = hgaus->GetMean();
    histResol= hgaus->GetRMS();// GetRMS()=GetStdDev() only in ROOT!
    float xpos(0.62), ypos(0.76);
    float dy=0.05;
    drawText(Form("from historgam"),xpos,ypos,kBlack,18);
    drawText(Form("mean = %.3f",histMean),xpos,ypos-dy,kBlack,18);
    drawText(Form("sigma = %.3f",histResol),xpos,ypos-2*dy,kBlack,18);
    ypos=0.55;
    drawText(Form("from gaus fit"),xpos,ypos,kBlack,18);
    drawText(Form("mean = %.3f",gausMean),xpos,ypos-dy,kBlack,18);
    drawText(Form("sigma = %.3f",gausResol),xpos,ypos-2*dy,kBlack,18);
    xpos=0.62-0.21;
    drawText("Dataset : HIMinimumBias2", xpos, 0.18+2*dy);
    drawText("Trig : HLT_HIL1MinimumBiasHF1AND_v1", xpos, 0.18+dy);
    drawText("Evt. sel. filter : hfCoinc3 && pVtx", xpos, 0.18);
    c2->SaveAs(Form("figures/centEff_runDep_gaus_%s.png",cutname.data()));

}
void quickPhotonPurity_yj_multiTreeUtil(const TString configFile, const TString inputData, const TString inputMC, const TString outputName, const TString coll="pbpb")
{
  TH1::SetDefaultSumw2();
  CutConfiguration config = CutConfigurationParser::Parse(configFile.Data());
  TTree *configTree = setupConfigurationTreeForWriting(config);
   const char* photreeSt="";
   const char* hitreeSt="";
  if(coll=="pbpb") {
      photreeSt="EventTree";
      hitreeSt="HiTree";
  } else {
      photreeSt="ggHiNtuplizer/EventTree";
      hitreeSt="hiEvtAnalyzer/HiTree";
  } 

  TFile *dataFile = TFile::Open(pbpbDatafname);
  //TFile *dataFile = TFile::Open(inputData);
  TTree *dataTree = (TTree*)dataFile->Get(photreeSt);
  TTree *dataEvtTree = (TTree*)dataFile->Get(hitreeSt);
//  TTree *dataTree = (TTree*)dataFile->Get("ggHiNtuplizer/EventTree");
//  TTree *dataEvtTree = (TTree*)dataFile->Get("hiEvtAnalyzer/HiTree");
  //TTree *dataTree = (TTree*)dataFile->Get("photonSkimTree");

  dataTree->AddFriend(dataEvtTree);
  TFile *mcFile = TFile::Open(pbpbMCfname);
  //TFile *mcFile = TFile::Open(inputMC);
  TTree *mcTree = (TTree*)mcFile->Get("ggHiNtuplizer/EventTree");
  TTree *mcEvtTree = (TTree*)mcFile->Get("hiEvtAnalyzer/HiTree");
  //TTree *mcTree = (TTree*)mcFile->Get("photonSkimTree");
    mcTree->AddFriend(mcEvtTree);
  TFile *outFile = new TFile(outputName,"RECREATE");

  const TCut sidebandIsolation = "((pho_ecalClusterIsoR4 + pho_hcalRechitIsoR4 + pho_trackIsoR4PtCut20)>10) && ((pho_ecalClusterIsoR4 + pho_hcalRechitIsoR4 + pho_trackIsoR4PtCut20)<20) && phoHoverE<0.1";
  const TCut mcIsolation = "(pho_genMatchedIndex!= -1) && mcCalIsoDR04[pho_genMatchedIndex]<5 && abs(mcPID[pho_genMatchedIndex])<=22";
    cout << "JJ" << endl;
  //TCanvas *cPurity[nPTBINS];
  //TCanvas *cPurity = new TCanvas("c1","c1",337*nPTBINS,300*nCENTBINS/**2*/);
  TCanvas *cPurity = new TCanvas("c1","c1",400*nPTBINS,400*nCENTBINS);
  //cPurity->Divide(nPTBINS,2*nCENTBINS,0,0);
  //cPurity->Divide(nPTBINS,nCENTBINS,0,0);
  makeMultiPanelCanvas(cPurity, nPTBINS, nCENTBINS, 0.0, 0.0 , 0.2, 0.15, 0.005);
  cout << "nPTBINS = " << nPTBINS << ", nCENTBINS = " << nCENTBINS << ", nETABINS = " << nETABINS << endl;
  for(Int_t i = 0; i < nPTBINS; ++i) {
    cout << "i : " << i << endl;
    //cPurity[i] = new TCanvas(Form("c1_%d",i),"",1920,1000);
    //cPurity[i]->Divide(nETABINS,2,0,0);
    for(Int_t j = 0; j < nCENTBINS; ++j) {
    cout << "j : " << j << endl;
      for(Int_t k = 0; k< nETABINS; ++k) {
    cout << "k : " << k << endl;
	TString ptCut = Form("(phoEt >= %f) && (phoEt < %f)",
			     PTBINS[i], PTBINS[i+1]);
	TString centCut = Form("((hiBin) >= %i) && ((hiBin) < %i)",
			     CENTBINS[j], CENTBINS[j+1]);
	TString etaCut = Form("(phoEta >= %f) && (phoEta < %f)",
			      ETABINS[k], ETABINS[k+1]);

	//TString pPbflipetaCut = Form("(eta*((run>211257)*-1+(run<211257)) >=%f) && (eta*((run>211257)*-1+(run<211257)) <%f)",
	//			     ETABINS[k], ETABINS[k+1]);

	TCut dataCandidateCut = sampleIsolation && etaCut && ptCut && centCut;
	TCut sidebandCut =  sidebandIsolation && etaCut && ptCut && centCut;
	TCut mcSignalCut = dataCandidateCut && mcIsolation;

	// if(nETABINS != 1)
	// {
	//   dataCandidateCut = sampleIsolation && pPbflipetaCut && ptCut && centCut;
	//   sidebandCut =  sidebandIsolation && pPbflipetaCut && ptCut && centCut;
	//   mcSignalCut =  sampleIsolation && etaCut && ptCut && centCut && mcIsolation;
	// }

	PhotonPurity fitr = getPurity(config, dataTree, mcTree,
				      dataCandidateCut, sidebandCut,
				      mcSignalCut);

	//cPurity[i*nCENTBINS+j] = new TCanvas(Form("cpurity%d",i*nCENTBINS+j),
	// 					 "",500,500);
    cout << "centBin = " << centCut << ", ptBin : " << ptCut << ",,,, canvas # : "<<2*(k+j)*nPTBINS+i+1 << endl;
    cout << "k = " << k << ", j = " << j << ", i = " << i << endl;
    //cPurity->cd(2*(k+j)*nPTBINS+i+1);
	cPurity->cd((k+j)*nPTBINS+i+1);
	//cPurity[i]->cd(k+1);

	TH1F *hSigPdf = fitr.sigPdf;
	TH1F *hBckPdf = fitr.bckPdf;
	TH1D *hData1  = fitr.data;
	hSigPdf->Add(hBckPdf);

	TString name = "mcfit_total_ptbin";
	name += i;

	// outFile->cd();
	// hSigPdf->SetName(name);
	// hSigPdf->Write();


	// TH1D *err = (TH1D*)hSigPdf->Clone("error");
	// TH1D *tempErr[4];
	// err->Reset();
	// for(int s = 0; s < 4; s++)
	// {
	//   if(s == 0)
	//     tempErr[s] = (TH1D*)TFile::Open("photonPurity_sys_loose.root")->Get(name);
	//   else if(s ==1)
	//     tempErr[s] = (TH1D*)TFile::Open("photonPurity_sys_tight.root")->Get(name);
	//   else if(s ==2)
	//     tempErr[s] = (TH1D*)TFile::Open("photonPurity_sys_sigshift.root")->Get(name);
	//   else if(s ==3)
	//     tempErr[s] = (TH1D*)TFile::Open("photonPurity_sys_bkgshift.root")->Get(name);
	//   tempErr[s]->Divide(hSigPdf);
	//   for (Int_t l=1; l<=tempErr[s]->GetNbinsX();l++)
	//   {
	//     tempErr[s]->SetBinContent(l, TMath::Abs(tempErr[s]->GetBinContent(l))-1);
	//   }
	// }
	// for (Int_t l=1; l<=err->GetNbinsX();l++)
	// {
	//   Double_t errVal = TMath::Sqrt(tempErr[0]->GetBinContent(l)*tempErr[0]->GetBinContent(l) +
	// 				tempErr[1]->GetBinContent(l)*tempErr[1]->GetBinContent(l) +
	// 				tempErr[2]->GetBinContent(l)*tempErr[2]->GetBinContent(l) +
	// 				tempErr[3]->GetBinContent(l)*tempErr[3]->GetBinContent(l)
	//     );
	//   err->SetBinContent(l, errVal);
	// }

	// plot stacked histos
	handsomeTH1(hSigPdf);
	mcStyle(hSigPdf);
	sbStyle(hBckPdf);
	cleverRange(hSigPdf,1.5);
	hSigPdf->SetAxisRange(0.001,0.024,"X");
	hSigPdf->SetNdivisions(505);
	hSigPdf->GetYaxis()->SetTitleOffset(1.75);
	hSigPdf->SetYTitle("Entries");
	hSigPdf->SetXTitle("#sigma_{#eta #eta}");

	hSigPdf->DrawCopy("hist");
	//drawSys(hSigPdf, err, kRed, -1, 0.001);
	hBckPdf->DrawCopy("same hist");
	hData1->DrawCopy("same");

	Float_t xpos = 0.44;
	if(2*(k+j)*nPTBINS+i+1 == 1)
	  xpos = 0.54;

	TLegend *t3=new TLegend(xpos, 0.45, 0.92, 0.71);
	t3->AddEntry(hData1,LABEL,"pl");
	t3->AddEntry(hSigPdf,"Signal","lf");
	t3->AddEntry(hBckPdf,"Background","lf");
	t3->SetFillColor(0);
	t3->SetBorderSize(0);
	t3->SetFillStyle(0);
	t3->SetTextFont(43);
	t3->SetTextSize(20);
	//if(i == 0)
	// TH1D *dummyHist = new TH1D("dummyHist","",10,0,10);
	// dummyHist->Fill(1);
	// dummyHist->SetFillColor(kRed);
	// dummyHist->SetLineColor(kRed);
	// dummyHist->SetFillStyle(1001);
	// t3->AddEntry(dummyHist,"MC Sys. Error","f");
	// if(i == 0)
	//   t3->Draw();

	if(i == 3)
	{
	  drawText("CMS Preliminary", xpos, 0.68,1,20);
	  drawText("PbPb #sqrt{s}_{_{NN}}=5.02 TeV", xpos, 0.60,1,20);
	  drawText("#intL = 404 #ub^{-1}", xpos, 0.50,1,20);
	}



	//drawText("|#eta_{#gamma}| < 1.479",0.5680963,0.9);
	//drawText(Form("%f shift",fitr.sigMeanShift),0.57,0.82);
	//drawText("Background Correction",0.57,0.82);
	//drawText("bkg Tighter",0.57,0.82);
	//if(nPTBINS != 1)
	drawText(Form("%.0f GeV < p_{T}^{#gamma} < %.0f GeV",
		      PTBINS[i], PTBINS[i+1]),
		 xpos, 0.90,1,20);
	// if(/*nCENTBINS != 1 && */i ==0)
	drawText(Form("%.0f - %.0f%c",
		      CENTBINS[j]/2., CENTBINS[j+1]/2.,'%'),
		 xpos, 0.82,1,20);
	// if(nETABINS != 1)
	//   drawText(Form("%.3f < #eta_{#gamma} < %.3f",
	// 		ETABINS[k], ETABINS[k+1]),
	// 	   xpos, 0.82,1,20);
	drawText(Form("Purity (#sigma_{#eta#eta} < 0.01) : %.2f", (Float_t)fitr.purity),
		 xpos, 0.76,1,20);
	drawText(Form("#chi^{2}/ndf : %.2f", (Float_t)fitr.chisq),
		 xpos, 0.45,1,20);


	// //plot ratio
	// cPurity->cd((2*(j+k)+1)*nPTBINS+i+1);
	// //cPurity[i]->cd(nETABINS + k+ 1);
	// TH1D* ratio = (TH1D*)hData1->Clone("ratio");
	// ratio->Divide(hData1, hSigPdf, 1, 1);
	// ratio->SetMinimum(0);
	// ratio->SetMaximum(3);
	// ratio->SetXTitle("#sigma_{#eta #eta}");
	// ratio->GetXaxis()->CenterTitle();
	// ratio->SetYTitle("Data/Fit");
	// ratio->GetYaxis()->CenterTitle();
	// ratio->DrawCopy("E");
	// TLine *line = new TLine(0,1,maxSIGMA,1);
	// line->SetLineStyle(2);
	// line->Draw("same");

	// TString savename = Form("purity_pA_barrel_pt%.0f_hf%.0f_plot",
	// 			PTBINS[i], CENTBINS[j]);
	// cPurity[i*nCENTBINS+j]->SaveAs(savename+".C");
	// cPurity[i*nCENTBINS+j]->SaveAs(savename+".pdf");
	// cPurity[i*nCENTBINS+j]->SaveAs(savename+".png");

      }
    }
    //cPurity[i]->SaveAs(Form("pPb_purity_etadep_wshift_ptbin%.0f.png",PTBINS[i]));
    //cPurity[i]->SaveAs(Form("pPb_purity_etadep_noshift_inclusive.png"));
  }
  outFile->cd();
  configTree->Write();
  cPurity->Write();
  outFile->Close();
  //cPurity->SaveAs(SAVENAME+".C");
  //cPurity->SaveAs(SAVENAME+".png");
  //cPurity->SaveAs(SAVENAME+".pdf");
}
Example #14
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();
}
Example #15
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");
  }
}
Example #16
0
/*#include <TSystem.h>                      // interface to OS
#include <TStyle.h>                       // class to handle ROOT plotting styles#include <TFile.h>                        // file handle class
#include <TTree.h>                        // class to access ntuples
#include <TBenchmark.h>                   // class to track macro running statistics
#include <TH1D.h>                         // histogram class
#include <vector>                         // STL vector class
#include <iostream>                       // standard I/O
#include <iomanip>                        // functions to format standard I/O
#include <fstream>                        // functions for file I/O
#include <string>                         // C++ string class
#include <sstream>                        // class for parsing strings
#include <TRandom3.h>
#include <TGaxis.h>
#include "Math/LorentzVector.h"           // 4-vector class

#include "../Utils/MyTools.hh"            // various helper functions
#include "../Utils/CPlot.hh"              // helper class for plots
#include "../Utils/MitStyleRemix.hh"      // style settings for drawing
#include "../Utils/WModels.hh"            // definitions of PDFs for fitting
#include "../Utils/RecoilCorrector.hh"    // class to handle recoil corrections for MET
*/
void W_MET_Ratio()
{
  TCanvas *c = new TCanvas("c","c",800,800);
  c->Divide(1,2,0,0);
  c->cd(1)->SetPad(0,0.3,1.0,1.0);
  c->cd(1)->SetTopMargin(0.1);
  c->cd(1)->SetBottomMargin(0.01);
  c->cd(1)->SetLeftMargin(0.15);
  c->cd(1)->SetRightMargin(0.07);  
  c->cd(1)->SetTickx(1);
  c->cd(1)->SetTicky(1);  
  c->cd(2)->SetPad(0,0,1.0,0.3);
  c->cd(2)->SetTopMargin(0.05);
  c->cd(2)->SetBottomMargin(0.45);
  c->cd(2)->SetLeftMargin(0.15);
  c->cd(2)->SetRightMargin(0.07);
  c->cd(2)->SetTickx(1);
  c->cd(2)->SetTicky(1);
  c->cd(2)->SetGridy();

  TLegend * lgc = new TLegend(0.59, 0.67, 0.89, 0.89);
  lgc->SetTextSize(0.03);
  lgc->SetBorderSize(0);
  lgc->SetFillColor(0);

//  TFile *file = new TFile("../ElectronHighPU/Ele_RD_HighPU_A_Analysis.root");
  TFile *file = new TFile("./ElectronHighPU_N/Ele_WToENu_S10_Analysis.root");
 
///////////////Original Plot////////////////////////
  c->cd(1);
  lgc->AddEntry(h1_W_Neut_pt1,"UnCorrected");
  h1_W_Neut_pt1->SetYTitle("Events");
  h1_W_Neut_pt1->SetFillColor(kWhite);
  h1_W_Neut_pt1->SetMarkerColor(kBlack);
  h1_W_Neut_pt1->SetMarkerStyle(1);
  h1_W_Neut_pt1->SetLineWidth(2);
  h1_W_Neut_pt1->Draw();
  lgc->AddEntry(h1_W_Neut_pt_Corr,"Corrected");
  h1_W_Neut_pt_Corr->SetLineColor(kRed);
  h1_W_Neut_pt_Corr->SetFillColor(kWhite);
  h1_W_Neut_pt_Corr->SetMarkerColor(kRed);
  h1_W_Neut_pt_Corr->SetMarkerStyle(1);
  h1_W_Neut_pt_Corr->SetLineWidth(2);
  h1_W_Neut_pt_Corr->Draw("same");
  lgc->Draw();
///////////////////////////////////////////////////////
  
  c->cd(2);

  TH1F * h1_Ori = (TH1F*)file->Get("h1_W_Neut_pt1");
  TH1F * h1_Corr = (TH1F*)file->Get("h1_W_Neut_pt_Corr");

  int Nbins = h1_Ori->GetNbinsX();
  TH1F * ratio = new TH1F("ratio","", Nbins, h1_Ori->GetXaxis()->GetXmin(), h1_Ori->GetXaxis()->GetXmax());
  ratio->Divide(h1_Ori, h1_Corr);
  ratio->SetXTitle("N_vtx");
  ratio->SetMaximum(2);
  ratio->SetMinimum(0);
  ratio->SetNdivisions(10,"X");
  ratio->SetNdivisions(4,"Y");
  ratio->SetLabelSize(0.09,"XY");
  ratio->SetTitleSize(0.12,"X"); 
  ratio->SetMarkerStyle(20);
  ratio->SetMarkerSize(0.7);
  ratio->SetMarkerColor(kBlue);
  ratio->Draw("P");

//  c->SaveAs("W_MET_Ratio_RD.png");
  c->SaveAs("W_MET_Ratio_MC.png");
}
Example #17
0
//___________________________________________________________________________
Double_t* IfitBin(TH1F* dataInput, TH1F* sigTemplate, TH1F* bkgTemplate, 
	       int fit_data=1)
{

  cout << "Input files are " << dataInput->GetName() << "\t" << sigTemplate->GetName() << "\t" << bkgTemplate->GetName() << endl;

  TCanvas *c1 = new TCanvas("HF1", "Histos1", 0, 0, 600, 600);
  dataCollBin.clear();
  sigCollBin.clear();
  bkgCollBin.clear();

  Double_t* fitted = new Double_t[8];
  fitted[0] = fitted[1] = fitted[2] = fitted[3] = fitted[4] = fitted[5] = fitted[6] = fitted[7] = 0.0;

  TH1F *hsum = new TH1F();
  float ntemplate = 1.;
  float sigfrac = 0.1;
  TH1F *hsum_norm = new TH1F();
  TH1F *hdata;
  TH1F *hsig  = (TH1F*)sigTemplate->Clone();
  hsig->SetName("hsig");
  hsig->Rebin(6);

  TH1F *hbkg  = (TH1F*)bkgTemplate->Clone();
  hbkg->SetName("hbkg");
  hbkg->Rebin(6);

  float ndata=0;
  if ( fit_data>0 ) {
    hdata = (TH1F*)dataInput->Clone();
    hdata -> SetName("hdata");
    ndata = hdata->Integral();
  }else {
    hsum = (TH1F*)hsig->Clone();
    hsum->Add(hbkg,1);
    cout << "For histogram " << sigTemplate->GetName() << " and " << bkgTemplate->GetName() << " sum = " << 
      hsum->Integral() << endl;

    if (hsum->Integral()>1.) ntemplate = hsum->Integral();
    sigfrac = hsig->Integral()/ntemplate;

    hsum_norm = (TH1F*)hsum->Clone();  
    hsum_norm->Scale(1./hsum->Integral());

    hdata = (TH1F*)hsum_norm->Clone();
    hdata -> SetName("hdata");
    ndata=ntemplate;
    hdata->FillRandom(hsum_norm, ndata);
  }
  if(ndata==0) {
    printf(" ---  no events in the fit \n");
    return fitted;
  }
    
  printf(" --------- before the fit ------------- \n");
  printf("Nsig %2.3f, Nbg %2.3f, Ntemplate %3.3f \n", hsig->Integral(), hbkg->Integral(), ntemplate);
//   printf("Purity %2.3f, init size %4.3f,  test sample size %4d\n", hsig->Integral()/hsum->Integral(), hsum->Integral(), ndata);
  printf(" -------------------------------------- \n");

  hdata->Rebin(6);
  int nbins = hdata->GetNbinsX();

  hsig->Scale(1./hsig->Integral());
  hbkg->Scale(1./hbkg->Integral());  

  for (int ibin=1; ibin<=nbins; ibin++) {
    dataCollBin.push_back(hdata->GetBinContent(ibin));
    sigCollBin.push_back(hsig->GetBinContent(ibin));
    bkgCollBin.push_back(hbkg->GetBinContent(ibin));    
  }
  printf( " -----  Got %d, %d, %d events for fit ----- \n ", dataCollBin.size(),
	  sigCollBin.size(), bkgCollBin.size() );  
  if ( dataCollBin.size() != sigCollBin.size() || sigCollBin.size()!=bkgCollBin.size() ) {
    printf(" error ...  inconsistent hit collection size \n");
    return fitted;
  }

  //--------------------------------------------------
  //init parameters for fit
  Double_t vstart[10] = {1., 1.};
  vstart[0] = sigfrac*ndata;
  vstart[1] = (1-sigfrac)*ndata;
 
  TMinuit *gMinuit = new TMinuit(NPARBIN);  
  gMinuit->Command("SET STR 1");
  gMinuit->SetFCN(fcnBin);
  Double_t arglist[10];
  Int_t ierflg = 0;
  
  arglist[0] = 1;
  gMinuit->mnexcm("SET ERR", arglist ,1,ierflg);
  arglist[0] = 1;
  gMinuit->mnexcm("SET PRINT", arglist ,1,ierflg);

  Double_t step[] = { 0.1, 0.1,};

  gMinuit->mnparm(0,  "Signal yield"  , vstart[0],  step[0], 0., ndata*2.  , ierflg);
  gMinuit->mnparm(1,  "background yield"  , vstart[1],  step[1], 0., ndata*2. , ierflg);
  
  printf(" --------------------------------------------------------- \n");
  printf(" Now ready for minimization step \n --------------------------------------------------------- \n");
  
  arglist[0] = 2000; // number of iteration
  arglist[1] = 1.;
  gMinuit->mnexcm("MIGRAD", arglist ,2,ierflg);
  printf (" -------------------------------------------- \n");
  printf("Finished.  ierr = %d \n", ierflg);

  infoBin.clear();
  infoBin_err.clear();

  double para[NPARBIN+1],errpara[NPARBIN+1];
  if ( ierflg == 0 ) 
    {
      for(int j=0; j<=NPARBIN-1;j++) {
        gMinuit->GetParameter(j, para[j],errpara[j]);
        para[NPARBIN] = dataCollBin.size();
        infoBin.push_back(para[j]);
        infoBin_err.push_back(errpara[j]);
        printf("Parameter (yeild) %d = %f +- %f\n",j,para[j],errpara[j]);
	
      }
      printf(" fitted yield %2.3f \n", (para[0]+para[1])/ndata );
      infoBin.push_back(sigCollBin.size());

    }
  else {
    printf(" *********** Fit failed! ************\n");
    gMinuit->GetParameter(0, para[0],errpara[0]);
    gMinuit->GetParameter(1, para[1],errpara[1]);
    para[0]=0.; errpara[0]=0.;
  }

  
  // Print results
  Double_t amin,edm,errdef;
  Int_t nvpar,nparx,icstat;
  gMinuit->mnstat(amin,edm,errdef,nvpar,nparx,icstat);
  gMinuit->mnprin(1,amin);  
  gMinuit->mnmatu(1);
  printf(" ========= happy ending !? =========================== \n");
  
  printf("FCN =  %3.3f \n", amin);

  double yerr[20];
  for(int i=0;i<20;i++){
    yerr[i] = 0.;
  }

  hsig->Scale(para[0]);
  hbkg->Scale(para[1]);
  TH1F *hfit = (TH1F*)hsig->Clone();
  hfit->Add(hbkg);


  hsig->SetLineColor(1);
  hsig->SetFillColor(5);
  hsig->SetFillStyle(3001);

  hbkg->SetLineWidth(2);
  // plot
  c1->Draw();  
  //gPad->SetLogy();
  hdata->SetLineColor(1);
  hdata->SetNdivisions(505,"XY");
  hdata->SetXTitle("Iso_{ECAL}+Iso_{HCAL}+Iso_{TRK} (GeV)");
  hdata->SetYTitle("Entries");
  hdata->SetTitle("");
  hdata->SetMarkerStyle(8);
  hdata->SetMinimum(0.);
  hdata->SetMaximum(hdata->GetMaximum()*1.5);
  hdata->Draw("p e");
  hsig->Draw("hist same");
  hbkg->SetMarkerStyle(0);
  hbkg->SetFillColor(8);
  hbkg->SetLineWidth(1);
  hbkg->SetFillStyle(3013);
  hbkg->SetError(yerr);
  hbkg->Draw("hist same");
  hfit->SetMarkerStyle(0);
  hfit->SetLineColor(1);
  hfit->SetLineWidth(2);
  hfit->SetError(yerr);
  hfit->Draw("hist same");

  double chi2ForThisBin=0;
  int nbinForThisBin=0;
  chi2NbinsHisto(hfit, hdata, chi2ForThisBin, nbinForThisBin);
  TPaveText *pavetex = new TPaveText(0.43, 0.87, 0.90, 0.92,"NDCBR");
  pavetex->SetBorderSize(0);
  pavetex->SetFillColor(0);
  pavetex->SetFillStyle(0);
  pavetex->SetLineWidth(3);
  pavetex->SetTextAlign(12);
  pavetex->SetTextSize(0.03);
  pavetex->AddText(Form("#chi^{2}/NDF=%.1f/%d",chi2ForThisBin, nbinForThisBin));
  pavetex->Draw();


  char text[1000];
  TLegend *tleg = new TLegend(0.43, 0.60, 0.90, 0.87);
  tleg->SetHeader(dataInput->GetTitle());

  tleg->SetTextSize(0.03);
  tleg->SetFillColor(0);
  tleg->SetShadowColor(0);
  tleg->SetBorderSize(0);
  sprintf(text,"Data %5.1f events",hdata->Integral());
  tleg->AddEntry(hdata,text,"pl");
  sprintf(text,"Fitted %5.1f events",hfit->Integral());
  tleg->AddEntry(hfit,text,"l");
  sprintf(text,"SIG %5.1f #pm %5.1f events",para[0], errpara[0]);
  tleg->AddEntry(hsig,text,"f");
  sprintf(text,"BKG %5.1f #pm %5.1f events",para[1], errpara[1]);
  tleg->AddEntry(hbkg,text,"f");
  tleg->Draw();

  gPad->RedrawAxis();


  cout << dataInput->GetName() << endl;
  char fname[300];
  sprintf(fname,"plots/Ifit_%s.eps",dataInput->GetName());
  c1->SaveAs(fname);
  sprintf(fname,"plots/Ifit_%s.gif",dataInput->GetName());
  c1->SaveAs(fname);

  printf("----- fit results with signal projection   ----------- \n");

  //   ftemplate->Close();
  
  int purityMaxBin = hsig->FindBin(5.0)-1;
  Double_t scale_signal = hsig->Integral(1,purityMaxBin)/hsig->Integral();
  Double_t scale_background = hbkg->Integral(1,purityMaxBin)/hbkg->Integral();
  
  fitted[0] = para[0];
  fitted[1] = errpara[0];
  fitted[2] = para[1];
  fitted[3] = errpara[1];

  // for integral up to 5 GeV
  fitted[4] = para[0]*scale_signal;
  fitted[5] = errpara[0]*scale_signal;
  fitted[6] = para[1]*scale_background;
  fitted[7] = errpara[1]*scale_background;

  return fitted;
}