Example #1
0
void draw_ratio(std::vector<TH1F*> h,
	  TString name, TString xTitle,
	  double xmin, double xmax,
	  TString legHeader = "", bool legRIGHT = true, bool legTOP = true,
	  bool logX = false, bool stat = false, int rebin = -1, int orbin = -1,
	  TString option = "", int nclus = 99) {  //double ymin_ratio, double ymax_ratio,
  TCanvas* can = new TCanvas(name+"_ratio",name+"_ratio",900,450);
  can->cd();

  double legxmin = (legRIGHT ? 0.55 : 0.18);
  double legxmax = legxmin+0.25;
  double legymin = (legTOP ? 0.70 : 0.15);
  double legymax = legymin+0.15;
  TLegend* leg = new TLegend(legxmin,legymin,legxmax,legymax);
  if (legHeader!="") leg->SetHeader(legHeader);
  leg->SetTextSize(0.04);
  leg->SetFillColor(0);
  leg->SetLineColor(0);

  TString options = (option=="" ? "pe" : option);

  if (rebin>0) h[h.size()-1]->Rebin(rebin); //to rebin benchmark before divide
  for (size_t i=0; i<h.size(); i++) {
    //if(h[i]->GetNbinsX() != orbin) cout << "WARNING: orbin for " << h[i]->GetName() << " are " << h[i]->GetNbinsX() << endl; //debug - shift of h[][] wrt clu[][]
    if (rebin>0 && i<(h.size()-1)) h[i]->Rebin(rebin);
    TH1F* ratio = (TH1F*)h[i]->Clone("ratio_"+name);
    ratio->Sumw2();
    ratio->Divide(h[h.size()-1]); //benchmark is at the end.

    if (logX) gPad->SetLogx();
    ratio->SetMarkerStyle(20+i);
    ratio->SetMarkerSize(1.0); //1.2
    ratio->GetXaxis()->SetRangeUser(xmin,xmax);
    ratio->SetMinimum(-0.1);
    ratio->SetMaximum(4);
    if (i==0){    //just for the first one
     ratio->GetXaxis()->SetLabelSize(0.05);
     ratio->GetXaxis()->SetTitle(xTitle);
     ratio->GetXaxis()->SetTitleOffset(1);
     ratio->GetXaxis()->SetTitleSize(0.06);
     ratio->GetYaxis()->SetTitle("ratio");
     ratio->GetYaxis()->SetTitleSize(0.06);
     ratio->GetYaxis()->SetTitleOffset(0.7);
     ratio->GetYaxis()->SetLabelSize(0.05);
    }
    string nam = "";
    nam = translate(clu[nclus][0].c_str());
    if(i==(h.size()-1)) leg->AddEntry(h[i],nam.c_str(),"l"); //to print only benchmark (first in the list)
    if (i==1) options = options + (stat ? "sames" : "same"); //once is enought
    ratio->Draw(options);
  }
  leg->Draw("same");
  drawPrivate(0.04);
  can->Update();
  can->SaveAs(Outfolder+name+"_ratio.png");
}
Example #2
0
void SetDataStyle(TH1F & ele) {
  ele.SetMarkerColor(1);
  ele.SetLineColor(1);
  ele.SetFillColor(1);
  ele.SetFillStyle(0);
  ele.SetLineWidth(2);
  ele.SetMarkerStyle(20);
  ele.SetMarkerSize(1.1);
  return;
}
Example #3
0
///
/// Make a plot out of a 1D histogram holding a 1-CL curve.
/// This is a fall back function that does no fancy stuff.
///
/// \param s The scanner to plot.
/// \param first Set this to true for the first plotted scanner.
///
void OneMinusClPlot::scan1dPlotSimple(MethodAbsScan* s, bool first, int CLsType)
{
	if ( arg->debug ){
		cout << "OneMinusClPlot::scan1dPlotSimple() : plotting ";
		cout << s->getName() << " (" << s->getMethodName() << ")" << endl;
	}
	m_mainCanvas->cd();

	TH1F *hCL = (TH1F*)s->getHCL()->Clone(getUniqueRootName());
	if (CLsType==1) hCL = (TH1F*)s->getHCLs()->Clone(getUniqueRootName());
  else if (CLsType==2) hCL = (TH1F*)s->getHCLsFreq()->Clone(getUniqueRootName());

	// get rid of nan and inf
	for ( int i=1; i<=hCL->GetNbinsX(); i++ ){
	if ( hCL->GetBinContent(i)!=hCL->GetBinContent(i)
				|| std::isinf(hCL->GetBinContent(i)) ) hCL->SetBinContent(i, 0.0);
	}

	int color = s->getLineColor();
	if(CLsType==1) color = color + 2 ;
	hCL->SetStats(0);
	hCL->SetLineColor(color);
	hCL->SetMarkerColor(color);
	hCL->SetLineWidth(2);
	hCL->SetLineStyle(s->getLineStyle());
	hCL->SetMarkerColor(color);
	hCL->SetMarkerStyle(8);
	hCL->SetMarkerSize(0.6);
	hCL->GetYaxis()->SetNdivisions(407, true);
	hCL->GetXaxis()->SetTitle(s->getScanVar1()->GetTitle());
	hCL->GetYaxis()->SetTitle("1-CL");
	hCL->GetXaxis()->SetLabelFont(font);
	hCL->GetYaxis()->SetLabelFont(font);
	hCL->GetXaxis()->SetTitleFont(font);
	hCL->GetYaxis()->SetTitleFont(font);
	hCL->GetXaxis()->SetTitleOffset(0.9);
	hCL->GetYaxis()->SetTitleOffset(0.85);
	hCL->GetXaxis()->SetLabelSize(labelsize);
	hCL->GetYaxis()->SetLabelSize(labelsize);
	hCL->GetXaxis()->SetTitleSize(titlesize);
	hCL->GetYaxis()->SetTitleSize(titlesize);
	if ( plotLegend && !arg->isQuickhack(22) ){
		if ( arg->plotlog ) hCL->GetYaxis()->SetRangeUser(1e-3,10);
		else                hCL->GetYaxis()->SetRangeUser(0.0,1.3);
	}
	else{
		if ( arg->plotlog ) hCL->GetYaxis()->SetRangeUser(1e-3,1);
		else                hCL->GetYaxis()->SetRangeUser(0.0,1.0);
	}
	hCL->Draw(first?"":"same");
}
Example #4
0
TH1F* newDumHistForLegend(const Plot_t* hist) {
   // caller is responsible for deleting the hist
   TH1F* h = 0;
   if (hist!=0) {
      TString hn(Form("%s_leg%s",hist->GetName(),
                      (gPad!=0) ? gPad->GetName() : ""));
      h = new TH1F(hn.Data(), "", 1, 0, 1);
      h->SetFillColor(hist->GetLineColor());
      h->SetLineColor(kWhite);
      h->SetMarkerColor(kWhite);
      h->SetMarkerStyle(hist->GetMarkerStyle());
      h->SetMarkerSize(1);
      h->SetBit(TObject::kCanDelete);
   }
   return h;
}
Example #5
0
//------------------------------------------------------------//
// Get histogram
//------------------------------------------------------------//
TH1F* getHist(TFile* file, TString pname, TString xtitle,
		  TString ytitle, int color, int marker)
{
  
  TH1F* hist = (TH1F*) (file->Get(pname.Data())->Clone(Form("%s_%i",pname.Data(),color)));
  hist->GetXaxis()->SetTitle(xtitle.Data());
  hist->GetYaxis()->SetTitle(ytitle.Data());
  hist->SetMarkerStyle(marker);
  hist->SetMarkerColor(color);
  hist->SetMarkerSize(0.5);
  hist->SetLineColor(color);
  hist->SetTitle("");
  hist->SetStats(0);
  hist->GetYaxis()->SetTitleOffset(1.5);
  hist->SetLineWidth(2);
  return hist;

}
void binomialEfficiency1D(TH1F * numerator,TH1F * denominator){
  TH1F * efficiency = numerator->Clone("efficiency");
  efficiency->SetXTitle(numerator->GetXaxis()->GetTitle());
  efficiency->SetYTitle("#epsilon");
  for(int j=0;j<=numerator->GetXaxis()->GetNbins() ;j++){
    if(denominator->GetBinContent(j)!=0){
      float eff = numerator->GetBinContent(j)/denominator->GetBinContent(j);
      float err = sqrt(eff*(1-eff)/denominator->GetBinContent(j));
      efficiency->SetBinContent(j,eff);
      efficiency->SetBinError(j,err);
      cout<<"1Deff "<<j<<" "<<eff<<" +/- "<<err<<endl;
    }
  }
  efficiency->Draw("E");
  efficiency->SetMarkerColor(kRed);
  efficiency->SetMarkerStyle(23);
  efficiency->SetMarkerSize(2);
}
Example #7
0
void Ef_Branch(){


  gROOT->ProcessLine(" .L tdrstyle.C");
  setTDRStyle();
  gStyle->SetOptStat(0);

  TH1F *IsoPaftl = new TH1F("IsoPaftl","IsoP cut only",100,0,100); 
  TH1F *IsoPaftlb = new TH1F("IsoPaftlb","IsoP cut only",100,0,100); 
  

  //Pt dependency

  IsoPaftl->Divide(EffNp,EffN0,1.,1.,"B");
  IsoPaftlb->Divide(EffNpb,EffN0b,1.,1.,"B");


  TCanvas *c10 = new TCanvas("c10","Branch Out Cuts",900,600);
  c10->Divide(3,2);

  IsoPaftl->Draw();


  IsoPaftlb->Draw("same");

  IsoPaftl->SetLineColor(kRed);
  IsoPaftl->SetMarkerColor(kRed);


  IsoPaftl->SetMarkerSize(0.5);
  IsoPaftl->GetYaxis()->SetTitle("Only iso P Cut Efficiency");
  IsoPaftl->GetXaxis()->SetTitle("Nvtx");
  
  c10->Update();
  c10->SaveAs("LCheck.png");


}
Example #8
0
float GoodRun(int icent, int ihar, int isub, int irun){
    float pi = acos(-1);
    TF1 *fun = new TF1("fun","pol0",-pi,pi);
    TString str;
    TFile *fin;

     ofstream fout;
        if(isub==1){
         str = "FVTX1S";
        }
        else if(isub==2){
         str = "FVTX2S";
        }
        else return -9999;
         fin = TFile::Open(Form("Run15pAu200MinBias/output_fvtxwithcntEP_%d.root",GetRun(irun)));
        TH1F* hpsi = new TH1F("psi","psi",100,-pi,pi);
        for(int ibbcz=0;ibbcz<nbbcz;ibbcz++){
          hpsitemp = (TH1F*)fin->Get(Form("psi_%d_%d_%d_%d",icent,ibbcz,ihar,isub));
          hpsi->Add(hpsitemp);
        }
      if(hpsi->GetEntries()>10000){
	hpsi->SetMarkerStyle(20);
	hpsi->SetMarkerSize(0.6);
	hpsi->SetMarkerColor(4);
	hpsi->SetMinimum(10);
	hpsi->Fit("fun","QR0");
	float par=fun->GetParameter(0);
	hpsi->SetMaximum(1.5*par);
	//hpsi->Draw();
        fin->Close();
	return fun->GetChisquare()/fun->GetNDF();
      }
      else{
        fin->Close();
        return -9999;
      }
    }
Example #9
0
void drawFigure4a(TString var="Njets") 
{
  gInterpreter->ExecuteMacro("GoodStyle.C");
  gROOT->LoadMacro("tdrstyle.C");                                                                                                                           
  setTDRStyle();    

  TString variable = "p_{T,max}^{#font[12]{l}}";
  std::ostringstream filename, madname;
  filename<<"rootfiles/all_unfolding_"<<var<<".root";
  TFile* file = new TFile(filename.str().c_str(), "read");
  madname<<"hGenXs"<<var<<"_1";
  std::cout<<madname.str().c_str()<<std::endl;
  TH1F* xsValue          = (TH1F*)(file->Get("hComb_diff")->Clone("xsValue"));
  TH1F* xsValue_Madgraph = (TH1F*)(file->Get(madname.str().c_str())->Clone("xsValue_Madgraph"));
  TH1F* xsValue_MCnlo    = (TH1F*)(file->Get("mcfm_tot")->Clone("xsValue_MCnlo"));

  // Set the data errors- I don't need this because I already have complete error in my plot
  //----------------------------------------------------------------------------
  
  // Data cosmetics
  //----------------------------------------------------------------------------
  xsValue->SetLineWidth(1);
  xsValue->SetMarkerSize(_msize);
  xsValue->SetMarkerStyle(kFullCircle);
  xsValue->SetMarkerColor(kBlack);
  xsValue->SetLineColor(kBlack);
  xsValue->SetFillStyle(1001);
  xsValue->SetFillColor(kWhite);
  // Madgraph cosmetics
  //----------------------------------------------------------------------------
  xsValue_Madgraph->SetFillColor(kOrange);
  //xsValue_Madgraph->SetFillColor(kWhite);
  xsValue_Madgraph->SetFillStyle(1001);
  xsValue_Madgraph->SetLineColor(kOrange+7);
  xsValue_Madgraph->SetLineWidth(1);
  xsValue_Madgraph->SetMarkerColor(kOrange+7);
  xsValue_Madgraph->SetMarkerSize(_msize);
  xsValue_Madgraph->SetMarkerStyle(21);


  // MCNLO cosmetics
  //----------------------------------------------------------------------------
  xsValue_MCnlo->SetFillColor(kAzure-9);
   //xsValue_MCnlo->SetFillColor(kWhite);
  xsValue_MCnlo->SetFillStyle(1001);
  xsValue_MCnlo->SetLineColor(kAzure);
  xsValue_MCnlo->SetLineWidth(1);
  xsValue_MCnlo->SetMarkerColor(kAzure);
  xsValue_MCnlo->SetMarkerSize(_msize);
  //  xsValue_MCnlo->SetMarkerStyle(21);
  xsValue_MCnlo->SetMarkerStyle(24);

  //  TCanvas * c1=new TCanvas("c1", "c1");
  
//xsValue_MCnlo->Draw("pey0");
   

  // Set the canvas and pads
  //----------------------------------------------------------------------------
  TCanvas* canvas = new TCanvas("wwxs", "wwxs", 600, 600);
  //  TCanvas* canvas = new TCanvas("wwxs", "wwxs"); 

  //defalut
  //TCanvas* canvas = new TCanvas("wwxs", "wwxs", 600, 850);
  //  TPad* pad1 = new TPad("pad1", "pad1", 0, 0.55, 1, 1.000);
  //TPad* pad2 = new TPad("pad2", "pad2", 0, 0.39, 1, 0.552);
  //TPad* pad3 = new TPad("pad3", "pad3", 0, 0.23, 1, 0.392);

  TPad* pad1 = new TPad("pad1", "pad1", 0, 0.49, 1, 1.000);
  TPad* pad2 = new TPad("pad2", "pad2", 0, 0.33, 1, 0.492);
  TPad* pad3 = new TPad("pad3", "pad3", 0, 0, 1, 0.332);
  
  pad1->SetTopMargin(0.09);
  pad2->SetTopMargin(0);
  pad3->SetTopMargin(0);

  pad1->SetBottomMargin(0);
  pad2->SetBottomMargin(0);
  //  pad3->SetBottomMargin(0.15);
  pad3->SetBottomMargin(0.45);

  pad1->SetLeftMargin(0.16);
  pad2->SetLeftMargin(0.16);
  pad3->SetLeftMargin(0.16);

  pad1->SetRightMargin(0.06);
  pad2->SetRightMargin(0.06);
  pad3->SetRightMargin(0.06);



  // pad1
  //----------------------------------------------------------------------------
  pad1->Draw();
  pad1->cd();
  pad1->SetLogy();


  // Draw
  //----------------------------------------------------------------------------
  AxisFonts(xsValue->GetXaxis(), variable + " (GeV)");
  if (var=="Zpt")
    AxisFonts(xsValue->GetYaxis(), "d#sigma(WZ#rightarrow3l#nu)/dp_{T}^{Z}");
  if (var=="LeadingJetPt")
    AxisFonts(xsValue->GetYaxis(), "d#sigma(WZ#rightarrow3l#nu)/dp_{T}^{LeadingJet}");
  
  //TH1F* hpowError = (TH1F*)xsValue_Powheg->Clone();
  //  TH1F* hmadError = (TH1F*)xsValue_Madgraph->Clone();
  //TH1F* hmcError  = (TH1F*)xsValue_MCnlo->Clone();

  xsValue         ->Draw("pe");
  xsValue_Madgraph->Draw("p,same");
  xsValue_MCnlo   ->Draw("p,same");

  xsValue->SetMinimum(1.1e-4);

 
  // Legend
  //----------------------------------------------------------------------------
  DrawLegend(0.718, 0.80, xsValue,   " Data",     "lp");
  DrawLegend(0.718, 0.74, xsValue_Madgraph, " Madgraph", "flp");  
  DrawLegend(0.718, 0.68, xsValue_MCnlo,  " MCFM",   "flp");


  // Draw text 
  //----------------------------------------------------------------------------
  DrawLatex(_cmsTextFont,   0.173, 0.935, 0.065, 11, "CMS");
  DrawLatex(_extraTextFont, 0.268, 0.935, 0.035, 11, "Preliminary");
  DrawLatex(_lumiTextFont,  0.940, 0.935, 0.050, 31, "19.6 fb^{-1} (8 TeV)");


  // Prepare the ratios
  //----------------------------------------------------------------------------
  TH1F* ratio_mad    = xsValue_Madgraph->Clone("ratio");
  TH1F* ratio_mcnlo  = xsValue_Madgraph->Clone("ratio");
  //  TH1F* ratio_mcnlo  = xsValue_MCnlo->Clone("ratio");
  TH1F* hratio_mad   = xsValue_Madgraph->Clone("ratio");
  TH1F* hratio_mcnlo = xsValue_MCnlo->Clone("ratio");
  TH1F* ratioErr     = xsValue->Clone("ratio");


  ratioErr->SetFillColor  (kGray+2);
  ratioErr->SetFillStyle  (   3004);
  ratioErr->SetLineColor  (kGray+2);
  ratioErr->SetMarkerColor(kGray+2);
  ratioErr->SetMarkerSize (      0);


  // Set the bin content
  //----------------------------------------------------------------------------
  for (UInt_t ibin=1; ibin<=ratio->GetNbinsX(); ibin++) {
   
    Double_t madValue = xsValue_Madgraph->GetBinContent(ibin);
    //Double_t madError = xsValue_Madgraph->GetBinError  (ibin);
   
    Double_t mcnloValue = xsValue_MCnlo->GetBinContent(ibin);
    //Double_t mcnloError = xsValue_MCnlo->GetBinError  (ibin);
   
    Double_t dataValue = xsValue->GetBinContent(ibin);
    
    Double_t dataError = xsValue->GetBinError(ibin);
   
    Double_t ratioValue_mad = (madValue > 0) ? madValue / dataValue : 0.0;
    //Double_t ratioError_mad = (madValue > 0) ? madError / dataValue : 0.0;
    Double_t ratioError_mad = madValue/pow(dataValue,2)*dataError;
    Double_t ratioValue_mcnlo = (mcnloValue > 0) ? mcnloValue / dataValue : 0.0;
    // Double_t ratioError_mcnlo = (mcnloValue > 0) ? mcnloError / dataValue : 0.0;
    Double_t ratioError_mcnlo = mcnloValue/pow(dataValue,2)*dataError;
   
    Double_t uncertaintyError = (dataValue > 0) ? dataError / dataValue : 0.0;
   
    ratio_mad ->SetBinContent(ibin, ratioValue_mad);
    hratio_mad->SetBinContent(ibin, ratioValue_mad);
    hratio_mad->SetBinError  (ibin, ratioError_mad);
   
    ratio_mcnlo ->SetBinContent(ibin, ratioValue_mcnlo);
    hratio_mcnlo->SetBinContent(ibin, ratioValue_mcnlo);
    hratio_mcnlo->SetBinError  (ibin, ratioError_mcnlo);
   
    ratioErr->SetBinContent(ibin, 1.0);
    ratioErr->SetBinError  (ibin, uncertaintyError);  //??? ovo nije bas jasno sto je
  }


  //  AxisFontsRatio(ratioErr->GetYaxis(), "y", "Theory / Data");
  //AxisFontsRatio(ratioErr->GetXaxis(), "x", variable + " (GeV)");
  AxisFontsRatio(ratio_mad->GetYaxis(), "y", "Theory / Data");
  //AxisFontsRatio(ratio_mad->GetXaxis(), "x", variable + " (GeV)");

  AxisFontsRatio(ratio_mcnlo->GetYaxis(), "y", "Theory / Data");

  if (var=="Zpt")
    AxisFontsRatio(ratio_mcnlo->GetXaxis(), "x", "p_{T}^{Z} (GeV)");
  if (var=="LeadingJetPt")
    AxisFontsRatio(ratio_mcnlo->GetXaxis(), "x", "p_{T}^{LeadingJet} (GeV)");
  ratio_mcnlo->SetFillColor(kAzure-9);
   //xsValue_MCnlo->SetFillColor(kWhite);
  ratio_mcnlo->SetFillStyle(1001);
  ratio_mcnlo->SetLineColor(kAzure);
  ratio_mcnlo->SetLineWidth(1);
  ratio_mcnlo->SetMarkerColor(kAzure);
  ratio_mcnlo->SetMarkerSize(_msize);
  //  xsValue_MCnlo->SetMarkerStyle(21);
  ratio_mcnlo->SetMarkerStyle(24);

  // Draw pad2
  //----------------------------------------------------------------------------
  canvas->cd();
  pad2->Draw();
  pad2->cd();
  
  //ratioErr  ->Draw("e2");
  
  ratio_mad ->Draw("pz");
  hratio_mad->Draw("e2,same");
  ratio_mad ->Draw("p, same");
  ratio_mad->GetYaxis()->SetRangeUser(0.1, 2.3);  

  pad2->Modified();
  
  DrawLatex(43, 0.2, 0.79, 15.0, 11, "Madgraph+Pythia normalized to #sigma_{NLO}");
  

  // Draw pad3
  //----------------------------------------------------------------------------
  canvas->cd();
  pad3->Draw();
  pad3->cd();
  std::cout<<"Default option: "<<ratio_mcnlo->GetOption()<<std::endl;
  
  //ratioErr    ->Draw("e2");
  ratio_mcnlo->Draw("pz");
  hratio_mcnlo->Draw("e2,same");

  ratio_mcnlo ->Draw("pz, same");
  ratio_mcnlo->GetYaxis()->SetRangeUser(0.1, 2.3);  
  //ratio_mcnlo->GetYaxis()->SetRangeUser(0.0, 0.5);  
  
  pad3->Modified();

  DrawLatex(43, 0.2, 0.89, 15.0, 11, "MCFM");
  
    

  // Save
  //----------------------------------------------------------------------------
  pad1->cd(); pad1->GetFrame()->DrawClone();
  pad2->cd(); pad2->GetFrame()->DrawClone();
  pad3->cd(); pad3->GetFrame()->DrawClone();

  canvas->cd();

  std::ostringstream saveName, saveName2;
  saveName  << "pdf/unfolded_"<<var<<".pdf";
  saveName2 << "png/unfolded_"<<var<<".png";
  canvas->SaveAs(saveName.str().c_str());
  canvas->SaveAs(saveName2.str().c_str());
}
void format_plots_data(){
	cout<<"hello world"<<endl;
	CMSStyle();
	
		///////////////////////////// Switcehs //////////////////////////////////////

        int nKinemVars = nKinemVars_all;
	string *s_KinemVars = s_KinemVars_all;


	int printlevel = 1;
	bool saveImages = true;
	
	bool makediphoMassPlot = 1;
	bool makeBkgDemo = 1;
	bool makeBkg1 = 0;
	bool makeBkgRat = 0;	
		///////////////////////////// File Work ///////////////////////////////////////
	/*Debug*/ if(printlevel > 0) cout << "Start File work" << endl;

		///INPUT FILES
	const int nDataAndMcFiles = 1;
	string Data = "Data";
	string s_DataAndMcFiles[nDataAndMcFiles]    = {Data};//** FOR INEDEXING
	string s_DataAndMcFiles_v4[nDataAndMcFiles] = {Data};

		///Output File
	TFile* fplots = new TFile(formatedplotsroot_data.c_str(),"RECREATE");

	TFileMap PostAnaAnaFiles;
	TFileMap MainAnaFiles;
	cout<<endl<<"Reading in data file "<<plotsAndBackground_data<<endl<<endl;
	PostAnaAnaFiles[Data] = new TFile(plotsAndBackground_data.c_str());
	MainAnaFiles[Data]    = new TFile(plotsroot_data.c_str());
	
//	PostAnaAnaFiles["st350ho200"] = new TFile(plotsAndBackground_mc.c_str());
//	MainAnaFiles["st350ho200"]    = new TFile(plotsroot_mc.c_str());

	cout<<endl<<"Writing finished plots to file "<<plotsroot_data<<endl<<endl;

                ///////////////////////////// STANDARD MARKINGS ///////////////////////////////////////
        TLatex * TEX_CMSPrelim;
        if(preliminary) TEX_CMSPrelim = new TLatex(0.177136,0.953368,"CMS Preliminary");
        else TEX_CMSPrelim = new TLatex(0.177136,0.953368,"CMS");
        PrettyLatex(TEX_CMSPrelim,0.03);
        TLatex * TEX_E_TeV = new TLatex(0.800251,0.953368,"#sqrt{s} = 8 TeV");
        PrettyLatex(TEX_E_TeV,0.03);
        TLatex * TEX_lumi_fb = new TLatex(0.621859,0.953368,Form("#intL dt = %.1f fb^{-1}",Integrated_Luminosity_Data));
        PrettyLatex(TEX_lumi_fb,0.03);


		///////////////////////////// Other Lists ///////////////////////////////////////	
	/*Debug*/ if(printlevel > 0) cout << "Make Other Lists" << endl;


	
		/////////////// FOR INDEXING, USE THESE /////////////////////////
		///	string s_MassBkgDists[nPhoMassAndBkgDists]={lowSB,tag,upperSB,bkg,tag_subbkg,lowSB_scaled,upperSB_scaled};
		/// string s_EventTopology[nEventTopologies]={"","1Jb","3J","3Jb","metCut"};
		/// string s_KinemVars[nKinemVars]={"MET","ST","PtGG","HT","MHT"};
		/// string s_DataAndMcFiles[nDataAndMcFiles]={Data,"MC_st350ho200"...}
		/////////////////////////////////////////////////////////////////



		//	const int nEventTopologies = 5; // the number of types of cuts selected, like 1JB...
		//string s_EventTopology[nEventTopologies] = {"","1Jb","3J","3Jb","metCut"};//** FOR INEDEXING
	string s_EventTopology_v2[nEventTopologies];//{"","_1Jb","_3J","_3Jb","_metCut"};
	string s_EventTopology_v3[nEventTopologies];//{"","_1Jb_","_3J_","_3Jb_","_metCut_"};
	//s_EventTopology_v2[0]=s_EventTopology[0];
	//s_EventTopology_v3[0]=s_EventTopology[0];
	for (int i=0; i<nEventTopologies; i++) {
		s_EventTopology_v2[i] = string("_")+s_EventTopology[i];
		s_EventTopology_v3[i] = string("_")+s_EventTopology[i]+"_";
	}

	//const int nPhoMassAndBkgDists //lsb, tag, usb...
	//	string s_MassBkgDists[] = {"lowSB","tag","upperSB","bkg","tag_subbkg","lowSB_scaled","upperSB_scaled"};
	//	string s_MassBkgDists_v2[] = {"_lowSB","_tag","_upperSB","_bkg","_tag_subbkg","_lowSB_scaled","_upperSB_scaled"};
	string s_MassBkgDists_v2[nPhoMassAndBkgDists];
	for (int i=0; i<nPhoMassAndBkgDists; i++) {s_MassBkgDists_v2[i]=string("_")+s_MassBkgDists[i];}

	string s_DataAndMcFiles_v2[nDataAndMcFiles];
	string s_DataAndMcFiles_v3[nDataAndMcFiles];
	s_DataAndMcFiles_v2[0]=Data;//{Data,"MC_st350ho200"...}
	s_DataAndMcFiles_v3[0]=Data;//{Data,"MC","MC","MC"...}
	for (int i=1; i<nDataAndMcFiles; i++) {s_DataAndMcFiles_v3[i]=string("MC_")+s_DataAndMcFiles[i];}
	for (int i=1; i<nDataAndMcFiles; i++) {s_DataAndMcFiles_v3[i]=string("MC");}

		///////////////////////////// LUMI SCALES ///////////////////////////////////////
	/*Debug*/ if(printlevel > 0) cout << "Set Lumi Scales" << endl;
	Labledflaot lumiscalemap;
	lumiscalemap[Data] = 1.;
	const float Integrated_Luminosity_Data = 5.725; /*fb^-1*/
	lumiscalemap["st350ho200"] = (Integrated_Luminosity_Data * 447.4 /*fb*/)/((float) 1000000 /*events*/);


		//////////////////////////////////////////////////////////////////////////////
		///////////////////////////////Load h_mGG/////////////////////////////////////
	/*Debug*/ if(printlevel > 0) cout << "Load h_mGG" << endl;
		//load mGG_unsliced histograms from all files. 
	Lable2Hist h_mGG_unsliced;
	for (int jFile=0; jFile<nDataAndMcFiles; jFile++) { //loop over all files
		LableHist tmp; // this is the collection of histograms, indexed by topology name
		/*Debug*/ if(printlevel > 2) cout << "first loop, jFile = "<<jFile << endl;
		for (int iTop = 0; iTop<nEventTopologies; iTop++) {
			/*Debug*/ if(printlevel > 4) cout << "second loop, iTop = "<<iTop <<endl;
			string instring = string("h_mGG") +s_EventTopology[iTop] + "_unsliced";
			/*Debug*/ if(printlevel > 4) cout << "loading "<<instring<< " from file " << s_DataAndMcFiles[jFile] << " for topology "<<s_EventTopology[iTop] <<endl;
			tmp[s_EventTopology[iTop]] = (TH1F*)PostAnaAnaFiles[s_DataAndMcFiles[jFile]]->Get(instring.c_str());
			/*Debug*/ if(printlevel > 4) cout << "succeeded"<<endl;
			
				//fix the root names
			string newname = instring+"_"+s_DataAndMcFiles[jFile];
			/*Debug*/ if(printlevel > 4) cout << "resetting name to "<<newname<<" for topology "<<s_EventTopology[iTop]<<endl;
//			/*Debug*/ if(printlevel > 6) cout << tmp[s_EventTopology[iTop]]->Integral()<<endl;
			
			tmp[s_EventTopology[iTop]]->SetName((newname).c_str());
			/*Debug*/ if(printlevel > 4) cout << "succeeded"<<endl;
		}
		/*Debug*/ if(printlevel > 2) cout << "Attempting to write tmp to h_mGG_unsliced with tag "<<s_DataAndMcFiles[jFile] << endl;
		h_mGG_unsliced[s_DataAndMcFiles[jFile]] = tmp;
		/*Debug*/ if(printlevel > 2) cout << "succeeded"<<endl;
	}
//	TH1F* h_mGG_unsliced = (TH1F*)fin.Get("h_mGG_unsliced");
//	TH1F* h_mGG_1Jb_unsliced = (TH1F*)fin.Get("h_mGG_1Jb_unsliced");
	
		////////////////////////////// Load Kin Var Plots //////////////////////////////////////
	/*Debug*/ if(printlevel > 0) cout << "Load Kin Var Plots" << endl;
	Lable3HistArr KinVarHistMap;
	for (int jFile=0; jFile<nDataAndMcFiles; jFile++) {
		
		/*Debug*/ if(printlevel >2) cout << "first loop, jFile = "<<jFile <<endl;	
		Lable2HistArr tmpMapTopo;
		for (int iTop = 0; iTop<nEventTopologies; iTop++) {
			/*Debug*/ if(printlevel >4) cout << "second loop, iTop = "<<iTop <<endl;
			
			LableHistArr tmpMapKinVar;
			for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++) {
				/*Debug*/ if(printlevel >6) cout << "third loop, kKinVar = "<<kKinVar <<endl;
				
					//there is no MET dist for metCut, so don't try to load it. 
				if (s_EventTopology[iTop].compare("metCut") == 0 && s_KinemVars[kKinVar].compare("MET") == 0) continue;
				if (iTop == 2 && kKinVar==0) {cout << endl<<endl<<" ***** ERROR!! your attempt to skip metCut|MET failed"<<endl<<endl; 	}
				
				TH1F** tmpHistArray = new TH1F*[nPhoMassAndBkgDists];
					//LoadHistSet(hMET, &fin, "MET");
				for (int lMassDist=0; lMassDist < nPhoMassAndBkgDists; lMassDist++){
					/*Debug*/ if(printlevel >8) cout << "forth loop, lMassDist = "<<lMassDist <<" out of "<<nPhoMassAndBkgDists<<endl;
					string instring = string("h")+s_KinemVars[kKinVar]+s_EventTopology[iTop]+"_"+s_MassBkgDists[lMassDist];
					/*Debug*/ if(printlevel >8) cout << "Load hist "<<instring<< " from file "<< s_DataAndMcFiles[jFile] << " into tmpHistArray["<<lMassDist<<"]"<<endl;

					tmpHistArray[lMassDist] = (TH1F*) PostAnaAnaFiles[s_DataAndMcFiles[jFile]]->Get( instring.c_str() );
						//fix the root name
					string newname = instring+"_"+s_DataAndMcFiles[jFile];
					/*Debug*/ if(printlevel >8) cout << "rename hist "<<newname <<endl;
					tmpHistArray[lMassDist]->SetName((newname).c_str());
					/*Debug*/ if(printlevel >8) cout << "success" <<endl;
					string newtitle = string(";")+s_KinemVars[kKinVar]+" (GeV)";
					tmpHistArray[lMassDist]->SetTitle((char*)newtitle.c_str());
				}//end for every Mass Dist
				/*Debug*/ if(printlevel >6) cout << "load hist array into tmpMapKinVar for "<< s_KinemVars[kKinVar] <<endl;
				tmpMapKinVar[s_KinemVars[kKinVar]] = tmpHistArray;
								
			}//End for each kinematic varraible
			/*Debug*/ if(printlevel >4) cout << "load hist array into tmpMapTopo for "<< s_EventTopology[iTop] <<endl;
			tmpMapTopo[s_EventTopology[iTop]] = tmpMapKinVar;
			
		}//end for each topology
		/*Debug*/ if(printlevel >2) cout << "load hist array into KinVarHistMap for "<< s_DataAndMcFiles[jFile] <<endl;
		KinVarHistMap[s_DataAndMcFiles[jFile]] = tmpMapTopo;
	}//end for each file

	/*Debug*/ if(printlevel >2){
		cout << "***KinVarHistMap should now be loaded, but did it work?***"<<endl;
		//cout << "Data 1Jb MHT tag name:" <<KinVarHistMap["Data"]["1Jb"]["MHT"][1]->GetName()<<endl;
		//cout << "Data 3Jb MHT tag name:" <<KinVarHistMap["Data"]["3Jb"]["MHT"][1]->GetName()<<endl;
		//cout << "Data 1Jb ST tag name:" <<KinVarHistMap["Data"]["1Jb"]["ST"][1]->GetName()<<endl;
		//cout << "Data 1Jb MHT sb name:" <<KinVarHistMap["Data"]["1Jb"]["MHT"][5]->GetName()<<endl;
		cout << "Data MHT L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["MHT"][7]->GetBinContent(1)<<endl;
		cout << "Data HT L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["HT"][7]->GetBinContent(1)<<endl;
		cout << "Data ST L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["ST"][7]->GetBinContent(1)<<endl;
		cout << "***If this is printing, then the answer is probably Yes ***"<<endl;
	}

	
//	h_mGG_unsliced->SetName("h_mGG_unsliced");
/*	TH1F * hMET[nPhoMassAndBkgDists];
	LoadHistSet(hMET, &fin, "MET");

	TH1F * hST_1Jb[nPhoMassAndBkgDists];
	LoadHistSet(hST_1Jb,&fin,"ST_1Jb");
	*/
	
		////////////////////////////////////////////////////////////////////
		/*Debug*/ if(printlevel > 0) cout << "Load the Fit Curves" << endl;
		//load the fit curves for the data. 
	TF1* mgg_fit_curve[nEventTopologies];
	for (int iTop=0; iTop<nEventTopologies; iTop++) {
		/*Debug*/ if(printlevel > 1) cout << "first loop, iTop = "<<iTop <<endl;
		string instring = string("mgg") + s_EventTopology_v3[iTop] + "fit";
		/*Debug*/ if(printlevel > 1) cout << "instring = "<<instring <<endl;//mggNULLfit, am I naming it wrong? 
		mgg_fit_curve[iTop] = (TF1*)PostAnaAnaFiles[Data]->Get(instring.c_str());
		/*Debug*/ if(printlevel > 1) cout << "supposidly loaded it, try it "<<endl;
		/*Debug*/ if(printlevel > 1) cout << mgg_fit_curve[iTop]->GetProb() <<endl;//seg faults the first time it's exectuted. 
		
/*	mgg_fit_curve[0] = (TF1*)fin.Get("mggfit");
	mgg_fit_curve[1] = (TF1*)fin.Get("mgg_1Jb_fit");
	mgg_fit_curve[2] = (TF1*)fin.Get("mgg_3J_fit");
	mgg_fit_curve[3] = (TF1*)fin.Get("mgg_3Jb_fit");
	mgg_fit_curve[4] = (TF1*)fin.Get("mgg_metCut_fit");*/
	}
	
	
		// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
//     ___              __       ____           ___  __     __    
//    / _ \___ ___ ____/ /_ __  / __/__  ____  / _ \/ /__  / /____
//   / , _/ -_) _ `/ _  / // / / _// _ \/ __/ / ___/ / _ \/ __(_-<
//  /_/|_|\__/\_,_/\_,_/\_, / /_/  \___/_/   /_/  /_/\___/\__/___/
//                     /___/                                      
		/*Debug*/ if(printlevel > 0) cout << "Start Building Plots" << endl;

	fplots->cd();

		//if there is not a plots folder, make it. 
	
//     __  ___            ___  __     __ 
//    /  |/  /__ ____ _  / _ \/ /__  / /_
//   / /|_/ / _ `/ _ `/ / ___/ / _ \/ __/
//  /_/  /_/\_, /\_, / /_/  /_/\___/\__/ 
//         /___//___/ 


		/*Debug*/ if(printlevel > 0) cout << "Build mass plots" << endl;
	
		//diphoton mass plots, one for each data plot, for each topology. 
	if(makediphoMassPlot){
	for (int iTop = 0; iTop<nEventTopologies; iTop++) {
		/*Debug*/ if(printlevel > 1) cout << "first loop, iTop = "<<iTop <<endl;
		string canvName = string("c_mgg")+s_EventTopology_v2[iTop]+"_unsliced";
		/*Debug*/ if(printlevel > 1) cout << "made tempCanv with name "<<canvName  <<endl;
		TCanvas* tempCanv = newTCanvas((char*)canvName.c_str()); //char*error
		/*Debug*/ if(printlevel > 1) cout << "Enter the merky deptsh of diphoMassPlot"<<endl;
		diphoMassPlot(h_mGG_unsliced[Data][s_EventTopology[iTop]],tempCanv,mgg_fit_curve[iTop]);
		/*Debug*/ if(printlevel > 1) cout << "fin dinphoMass plot, try to write to fplots" <<endl;
		tempCanv->Write();
		if(saveImages) SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfjpgepspng");//save as all types
		//if(saveImages) SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
	}
	}
	

		// %%%%%%%%%%%%%%%%%%%%%%%% Kinematics and backgrounds %%%%%%%%%%%%%%%%%
//     ___  __        ___                   ___  __     __    
//    / _ )/ /_____ _/ _ \___ __ _  ___    / _ \/ /__  / /____
//   / _  /  '_/ _ `/ // / -_)  ' \/ _ \  / ___/ / _ \/ __(_-<
//  /____/_/\_\\_, /____/\__/_/_/_/\___/ /_/  /_/\___/\__/___/
//            /___/                                           

	/*Debug*/ if(printlevel > 0) cout << "Build Kin Var plots type 1" << endl;
		//Arrangement 1
        TH1F * box = new TH1F("box","asdf",1,0,1);
        box->SetMarkerColor(kRed);
        box->SetMarkerStyle(25);
        box->SetMarkerSize(2);
        box->SetLineColor(0);
		///Demonstrate background. Plot two side bands with their ratio as a sub-plot. include a switchable Tag.


	if(makeBkgDemo){
	for (int iTop = 0; iTop<nEventTopologies; iTop++){
		for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++){
			/*Debug*/ if(printlevel >2) cout << "iTop="<<iTop<<" kKinVar="<<kKinVar<<endl;
			if (s_EventTopology[iTop].compare("metCut")==0 && s_KinemVars[kKinVar].compare("MET")==0 ){
				/*Debug*/ if(printlevel >2) cout << "skipping met plot for met cut"<<endl;
				continue;
			}
			string canvName = string("BkgFull_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
			/*Debug*/ if(printlevel >6) {TH1F** h = KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]];
			/*Debug*/ if(printlevel >6) printf("Scan1 Ratio bin1 for %s %s  = %f\n",s_EventTopology[iTop].c_str(),s_KinemVars[kKinVar].c_str(),h[7]->GetBinContent(1));}
			TCanvas* tempCanv = newTCanvas((char*)canvName.c_str());
			BkgDemo_Diplot(tempCanv,
					 KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]],
						   makeL1(0.2072864,0.7203704,0.4070352,0.9203704),
						   makeL2(0.51005,0.706436,0.708543,0.902669));
			//tempCanv->Write();
			//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggif");//save as all types
			//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
		}//edn for each kinematic varriable
	}//end for each topology
	}

//     ___  __       ___  ___  __     __    
//    / _ )/ /_____ <  / / _ \/ /__  / /____
//   / _  /  '_/ _ `/ / / ___/ / _ \/ __(_-<
//  /____/_/\_\\_, /_/ /_/  /_/\___/\__/___/
//            /___/                         

		///Demostrate background-upper. Plot the two side bands together, but ignore the ratio. (Arr2)
	if(makeBkg1){
	for (int iTop = 0; iTop<nEventTopologies; iTop++) {
		for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++) {
			if (s_EventTopology[iTop].compare("metCut")==0 && s_KinemVars[kKinVar].compare("MET")==0 ) continue;
			string canvName = string("Bkg1_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
			string canvNamelog = string("Bkg1Log_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
			TCanvas* tempCanv = newTCanvas((char*)canvName.c_str());
			TCanvas* tempCanvlog = newTCanvas((char*)canvNamelog.c_str());
			tempCanvlog->SetTopMargin(0.06);
                        tempCanvlog->SetBottomMargin(0.15);

			TH1F** h = KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]];
			tempCanv->cd();
			//RaiseRangeRoof(h[5],1.25);
			//RaiseRangeRoof(h[1],1.25);
			//RaiseRangeRoof(h[6],1.25);
			PrettyHist(h[5],kBlue);
			PrettyHist(h[1],1);
			PrettyHist(h[6],kGreen);
			PrettyHist(h[3],kRed);

//			string cname = tempCanv->GetName();
//			if(cname.find("_HT")!=string::npos)//if found "_HT" in the name
//				h[5]->GetXaxis()->SetLabelSize(0.04);
				//SPECIAL
			if (s_KinemVars[kKinVar].compare("HT") == 0) {
				h[5]->GetXaxis()->SetLabelSize(0.04);}

			PrettyBlock2(h[5],kBlue,3354,2);//PrettyMarker(h[5],kBlue,4);
			//PrettyBlock(h[5],kBlue,string("//thatch"));//PrettyMarker(h[5],kBlue,4);
			PrettyMarker(h[1]);
			PrettyBlock2(h[6],kGreen,3345,2);//PrettyMarker(h[6],kGreen,4);
			h[3]->SetFillStyle(0);//open rectangle
                        h[3]->SetLineColor(kRed);
                        h[3]->SetLineWidth(4);
			//PrettyBlock(h[6],kGreen,string("\\thatch"));//PrettyMarker(h[6],kGreen,4);
			playNiceWithLegend(h[3],0.30,0.0);
                        playNiceWithLegend(h[6],0.30,0.0);
                        playNiceWithLegend(h[5],0.30,0.0);
                        playNiceWithLegend(h[1],0.30,0.0);
			h[6]->SetMinimum(0.0);
			SameRange(h[1],h[3]);
			SameRange(h[5],h[6],h[1]);
			SameRange(h[1],h[3]);
			h[5]->Draw("e2p");
			h[6]->Draw("e2psame");
			h[3]->Draw("e2psame");
			//if(showTag) h[1]->Draw("e1psame");//tag
			TLegend* l1 = makeL1_v2(0.443467,0.720207,0.643216,0.919689);
			if(showTag) l1->AddEntry(h[1],"Higgs Mass Region");
			l1->AddEntry(h[5],"Lower Mass Sideband");
			l1->AddEntry(h[6],"Upper Mass Sideband");
			l1->AddEntry(box,"Data Driven Background");//h[3
			l1->Draw("same");
		        TEX_CMSPrelim->Draw("same");
			TEX_E_TeV->Draw("same");
			TEX_lumi_fb->Draw("same");
			tempCanv->Write();
			if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggif");//save as all types
			//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types

			tempCanvlog->cd();
			h[5]->SetMinimum(0.05);
                        tempCanvlog->SetLogy();
			h[5]->Draw("e2p");
			h[6]->Draw("e2psame");
			h[3]->Draw("e2psame");
			l1->Draw("same");
			TEX_CMSPrelim->Draw("same");
			TEX_E_TeV->Draw("same");
			TEX_lumi_fb->Draw("same");
			if(saveImages)SaveCanvas(tempCanvlog,plotsdir+tempCanvlog->GetName(),"ggif");//save as all types
			
		}//edn for each kinematic varriable
	}//end for each topology
	}//end if


//     ___  __          ___       __  _        ___  __     __    
//    / _ )/ /_____ _  / _ \___ _/ /_(_)__    / _ \/ /__  / /____
//   / _  /  '_/ _ `/ / , _/ _ `/ __/ / _ \  / ___/ / _ \/ __(_-<
//  /____/_/\_\\_, / /_/|_|\_,_/\__/_/\___/ /_/  /_/\___/\__/___/
//            /___/                                              

		///Demostrate background--Ratio. Plot the ratio of the two side bands, and nothing else. 
	if(makeBkgRat){
	for (int iTop = 0; iTop<nEventTopologies; iTop++) {
		for (int kKinVar = 0; kKinVar<nKinemVars; kKinVar++) {
			/*Debug*/ if(printlevel >6) cout << "Data MHT L/R bin 0:" <<KinVarHistMap["Data"]["NULL"]["MHT"][7]->GetBinContent(1)<<endl;
			if (s_EventTopology[iTop].compare("metCut")==0 && s_KinemVars[kKinVar].compare("MET")==0 ) continue;
			string canvName = string("BkgRat_")+s_KinemVars[kKinVar]+s_EventTopology_v2[iTop];
			TCanvas* tempCanv = newTCanvas((char*)canvName.c_str());
			TH1F** h = KinVarHistMap[Data][s_EventTopology[iTop]][s_KinemVars[kKinVar]];
			/*Debug*/ if(printlevel >6)	printf("Scan2 Ratio bin1 for %s %s  = %f\n",s_EventTopology[iTop].c_str(),s_KinemVars[kKinVar].c_str(),h[7]->GetBinContent(1));
			tempCanv->cd();
			PrettyHist(h[7],kTeal);
			h[7]->GetYaxis()->SetRangeUser(0.,2.);
			if (s_KinemVars[kKinVar].compare("HT") == 0) {
				h[7]->GetXaxis()->SetLabelSize(0.04);}

			PrettyMarker(h[7],kTeal);
			h[7]->Draw("e1p");
			TAxis* xaxis = h[7]->GetXaxis();
			TLine *OneLine = new TLine(xaxis->GetXmin(),1.0,xaxis->GetXmax(),1.0);
			OneLine->SetLineColor(kBlack);
			OneLine->SetLineWidth(2);
			OneLine->SetLineStyle(7);//dashed.
			OneLine->Draw("same");
			h[7]->Draw("e1psame");
			TLegend* l1 = makeL1_v2(0.330402,0.836788,0.530151,0.919689);
			l1->AddEntry(h[7],"Lower/Upper Sideband Ratio");
			l1->Draw("same");
			TEX_CMSPrelim->Draw("same");
			TEX_E_TeV->Draw("same");
			TEX_lumi_fb->Draw("same");

			tempCanv->Write();
			if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggif");//save as all types
			//if(saveImages)SaveCanvas(tempCanv,plotsdir+tempCanv->GetName(),"ggifpdfeps");//save as all types
		}//edn for each kinematic varriable
	}//end for each topology
	}//end if makeBkgRat

		///END MAKE PLOTS
	/*Debug*/ if(printlevel > 0) cout << "Close Files" << endl;
	fplots->Close(); 
		//itterate over the map. close everything. 
	for( TFileMap::iterator i=PostAnaAnaFiles.begin(); i!=PostAnaAnaFiles.end(); ++i){
		(*i).second->Close();
	}
	for( TFileMap::iterator i=MainAnaFiles.begin(); i!=MainAnaFiles.end(); ++i){
		(*i).second->Close();
	}


}//end format plots
Example #11
0
void DrawMass(int iSEL)
{
  gROOT->ForceStyle();
  TString SET[2] = {"A","B"};
  RooMsgService::instance().setSilentMode(kTRUE);
  for(int i=0;i<2;i++) {
    RooMsgService::instance().setStreamStatus(i,kFALSE);
  }
  TString SELECTION[2] = {"NOM","VBF"};
  TString MASS_RAW[2]  = {"mbb[1]","mbb[2]"};
  TString MASS_REG[2]  = {"mbbReg[1]","mbbReg[2]"};

 // TFile *inf = TFile::Open("Fit_VBFPowheg125_sel"+SELECTION[iSEL]+".root");
  TFile *inf = TFile::Open("/usb/data2/UAData/2015/flatTree_VBFPowheg125.root");
  TTree *tr  = (TTree*)inf->Get("Hbb/events");

  TH1F *hRaw = new TH1F("hRawMass","hRawMass",150,0,300);
  TH1F *hReg = new TH1F("hRegMass","hRegMass",150,0,300);

  RooRealVar x("mbb","mbb",60,170);

  TCanvas *can = new TCanvas("Mbb_sel"+SELECTION[iSEL],"Mbb_sel"+SELECTION[iSEL],900,750);
  
  TCut ct1 = TCut("triggerResult[0]==1||triggerResult[1]==1");
  TCut cs1 = TCut("jetBtag[b1[1]]>0.244 && jetBtag[b2[1]]>0.244 && jetPt[3]>40. && jetPt[2]>50. && jetPt[1]>70. && jetPt[0]>80. && dEtaqq[1]>2.5 && mqq[1]>250 && dPhibb[1]<2.0 && nLeptons==0");
  tr->Draw(MASS_RAW[iSEL]+">>hRawMass",ct1&&cs1);
  tr->Draw(MASS_REG[iSEL]+">>hRegMass",ct1&&cs1);

  hRaw->Sumw2();
  hReg->Sumw2();
  hRaw->Scale(1./(hRaw->Integral()*hRaw->GetBinWidth(1)));
  hReg->Scale(1./(hReg->Integral()*hReg->GetBinWidth(1)));

  RooDataHist *rRaw = new RooDataHist("rRaw","rRaw",x,hRaw);
  RooDataHist *rReg = new RooDataHist("rReg","rReg",x,hReg);

  RooRealVar m1("m1","m1",125,110,140); 
  RooRealVar m2("m2","m2",125,110,140);
  RooRealVar sL1("sL1","sL1",12,3,30); 
  RooRealVar sL2("sL2","sL2",12,3,30);
  RooRealVar sR1("sR1","sR1",12,3,30); 
  RooRealVar sR2("sR2","sR2",12,3,30);
  RooRealVar a1("a1","a1",1,-10,10); 
  RooRealVar a2("a2","a2",1,-10,10); 
  RooRealVar n1("n1","n1",1,0,100); 
  RooRealVar n2("n2","n2",1,0,100);        
  RooRealVar b10("b10","b10",0.5,0.,1.);
  RooRealVar b11("b11","b11",0.5,0.,1.);
  RooRealVar b12("b12","b12",0.5,0.,1.);
  RooRealVar b13("b13","b13",0.5,0.,1.);
  RooRealVar b20("b20","b20",0.5,0.,1.);
  RooRealVar b21("b21","b21",0.5,0.,1.);
  RooRealVar b22("b22","b22",0.5,0.,1.); 
  RooRealVar b23("b23","b23",0.5,0.,1.);     
        
  RooBernstein bkg1("bkg1","bkg1",x,RooArgSet(b10,b11,b12,b13));
  RooBernstein bkg2("bkg2","bkg2",x,RooArgSet(b20,b21,b22,b23));
  RooRealVar fsig1("fsig1","fsig1",0.7,0.,1.); 
  RooRealVar fsig2("fsig2","fsig2",0.7,0.,1.);     
  RooBifurGauss sig1("sig1","sig1",x,m1,sL1,sR1);
  RooBifurGauss sig2("sig2","sig2",x,m2,sL2,sR2);
  //RooCBShape sig1("sig1","sig1",x,m1,s1,a1,n1);
  //RooCBShape sig2("sig2","sig2",x,m2,s2,a2,n2);
        
  RooAddPdf *model1 = new RooAddPdf("model1","model1",RooArgList(sig1,bkg1),fsig1);
  RooAddPdf *model2 = new RooAddPdf("model2","model2",RooArgList(sig2,bkg2),fsig2);

  model1->fitTo(*rRaw,SumW2Error(kFALSE),"q");
  model2->fitTo(*rReg,SumW2Error(kFALSE),"q");

  hRaw->SetLineWidth(2);
  hReg->SetLineWidth(2);
  hRaw->SetLineColor(kBlack);
  hReg->SetLineColor(kRed+1); 
  hReg->SetFillColor(kRed-10);
  hRaw->SetMarkerStyle(21);
  hReg->SetMarkerStyle(20);
  hRaw->SetMarkerSize(1.5);
  hReg->SetMarkerSize(1.5);
  hRaw->SetMarkerColor(kBlack);
  hReg->SetMarkerColor(kRed+1);
  
  RooPlot* frame = x.frame();
  rRaw->plotOn(frame,LineColor(kBlack),LineWidth(1),MarkerColor(kBlack),MarkerStyle(21));
  model1->plotOn(frame,LineColor(kBlack),LineWidth(2));
  rReg->plotOn(frame,LineColor(kRed+1),LineWidth(1),MarkerColor(kRed+1),MarkerStyle(20));
  model2->plotOn(frame,LineColor(kRed+1),LineWidth(2));

  
  TF1 *tmp_func1 = model1->asTF(x,fsig1,x);
  TF1 *tmp_func2 = model2->asTF(x,fsig2,x);
  double y01 = tmp_func1->GetMaximum();
  double x01 = tmp_func1->GetMaximumX();
  double x11 = tmp_func1->GetX(y01/2,60,x01);
  double x21 = tmp_func1->GetX(y01/2,x01,200);
  double FWHM1 = x21-x11;
  
  double y02 = tmp_func2->GetMaximum();
  double x02 = tmp_func2->GetMaximumX();
  double x12 = tmp_func2->GetX(y02/2,60,x02);
  double x22 = tmp_func2->GetX(y02/2,x02,200);
  double FWHM2 = x22-x12;
  
  hReg->GetXaxis()->SetRangeUser(60,170);
  hReg->GetXaxis()->SetTitle("m_{bb} (GeV)");
  hReg->GetYaxis()->SetTitle("1/N #times dN/dm_{bb} (GeV^{-1})");
  hReg->GetYaxis()->SetNdivisions(505);
  hReg->SetMaximum(0.035);
  hReg->Draw("HIST");
  hRaw->Draw("HIST SAME");
  frame->Draw("same");

  TLegend *leg = new TLegend(0.18,0.7,0.43,0.91);
  leg->SetTextFont(42);
  leg->SetTextSize(0.05);
  leg->SetBorderSize(0);
  leg->SetFillColor(0);
  leg->SetHeader("m_{H} = 125 GeV (set "+SET[iSEL]+")");
  leg->AddEntry(hReg,"Regressed","LP");
  leg->AddEntry(hRaw,"Raw","LP");
  leg->Draw();

  TPaveText *pave1 = new TPaveText(0.18,0.56,0.43,0.7,"NDC");
  pave1->AddText(TString::Format("PEAK = %1.1f GeV",x02));
  pave1->AddText(TString::Format("FWHM = %1.1f GeV",FWHM2));
  pave1->SetTextFont(42);
  pave1->SetTextSize(0.04);
  pave1->SetTextColor(kRed+1);
  pave1->SetBorderSize(0);
  pave1->SetFillColor(0);
  pave1->Draw();

  TPaveText *pave2 = new TPaveText(0.18,0.42,0.43,0.56,"NDC");
  pave2->AddText(TString::Format("PEAK = %1.1f GeV",x01));
  pave2->AddText(TString::Format("FWHM = %1.1f GeV",FWHM1));
  pave2->SetTextFont(42);
  pave2->SetTextSize(0.04);
  pave2->SetTextColor(kBlack);
  pave2->SetBorderSize(0);
  pave2->SetFillColor(0);
  pave2->Draw();


  can->SaveAs("regressionKost.pdf");
//  CMS_lumi(can,0,0); 
}
Example #12
0
void fitSignalShapeW(int massBin,int id, int channels,int categ, int sample, 
		     /* float lumi, bool doSfLepton, */double rangeLow, double rangeHigh,
		     double bwSigma,
		     double fitValues[9], double fitErrors[9], double covQual[1]){
 // ------ root settings ---------
  gROOT->Reset();  
  gROOT->SetStyle("Plain");
  gStyle->SetPadGridX(kFALSE);
  gStyle->SetPadGridY(kFALSE);
  //gStyle->SetOptStat("kKsSiourRmMen");
  gStyle->SetOptStat("iourme");
  //gStyle->SetOptStat("rme");
  //gStyle->SetOptStat("");
  gStyle->SetOptFit(11);
  gStyle->SetPadLeftMargin(0.14);
  gStyle->SetPadRightMargin(0.06);
  // ------------------------------ 

  ROOT::Math::MinimizerOptions::SetDefaultTolerance( 1.E-7);

  stringstream FileName;
  //Insert the file here
  if(sample==1) FileName <<"root://lxcms03//data3/Higgs/150915/ZH125/ZZ4lAnalysis.root" ;
  else if(sample==2) FileName << "root://lxcms03//data3/Higgs/150915/WplusH125/ZZ4lAnalysis.root";
  else if(sample==3) FileName << "root://lxcms03//data3/Higgs/150915/WminusH125/ZZ4lAnalysis.root";
  else if(sample==4) FileName << "root://lxcms03//data3/Higgs/150915/ttH125/ZZ4lAnalysis.root";
  else {
    cout << "Wrong sample." << endl;
    return;
  }
    

  cout << "Using " << FileName.str() << endl;
  
 
  TFile* ggFile = TFile::Open(FileName.str().c_str()); 

  TTree* ggTree = (TTree*) ggFile->Get("ZZTree/candTree");

  float m4l;
  
  Short_t z1flav, z2flav; 
  float weight;

  Short_t nExtraLeptons;   
  float ZZPt;
  Short_t nJets;
  Short_t nBTaggedJets;
  std::vector<float> * jetpt = 0;
  std::vector<float> * jeteta = 0;
  std::vector<float> * jetphi = 0;
  std::vector<float> * jetmass = 0;
  float jet30pt[10];
  float jet30eta[10];
  float jet30phi[10];
  float jet30mass[10];
  float Fisher;
  
  int  nentries = ggTree->GetEntries();
 
  //--- ggTree part
  ggTree->SetBranchAddress("ZZMass",&m4l);
  ggTree->SetBranchAddress("Z1Flav",&z1flav);
  ggTree->SetBranchAddress("Z2Flav",&z2flav);
  ggTree->SetBranchAddress("genHEPMCweight",&weight);
  ggTree->SetBranchAddress("nExtraLep",&nExtraLeptons);
  ggTree->SetBranchAddress("nCleanedJets",&nJets);
  ggTree->SetBranchAddress("nCleanedJetsPt30BTagged",&nBTaggedJets);
  ggTree->SetBranchAddress("DiJetFisher",&Fisher);
  
  ggTree->SetBranchAddress("JetPt",&jetpt);
  ggTree->SetBranchAddress("JetEta",&jeteta);
  ggTree->SetBranchAddress("JetPhi",&jetphi);
  ggTree->SetBranchAddress("JetMass",&jetmass);
  ggTree->SetBranchAddress("ZZPt",&ZZPt);

  //--- rooFit part
  double xMin,xMax,xInit;
  xInit = (double) massBin;
  xMin = rangeLow;
  xMax = rangeHigh ;
  cout << "Fit range: [" << xMin << " , " << xMax << "]. Init value = " << xInit << endl;
  
  TH1F *hmass = new TH1F("hmass","hmass",200,xMin,xMax);
  //---------  
  RooRealVar x("mass","m_{4l}",xInit,xMin,xMax,"GeV");
  RooRealVar w("myW","myW",1.0,0.,1000.);
  RooArgSet ntupleVarSet(x,w);
  RooDataSet dataset("mass4l","mass4l",ntupleVarSet,WeightVar("myW"));

  for(int k=0; k<nentries; k++){
    ggTree->GetEvent(k);

    int njet30 = 0;
    for (unsigned int ijet = 0; ijet < jetpt->size(); ijet++) { 
      if ( (*jetpt)[ijet] > 30. ) {
	jet30pt[njet30] = (*jetpt)[ijet];      
	jet30eta[njet30] = (*jeteta)[ijet];
	jet30phi[njet30] = (*jetphi)[ijet];
	jet30mass[njet30] = (*jetmass)[ijet];
	njet30++;
      }
    }  
    int Cat = category(nExtraLeptons, ZZPt, m4l, njet30, nBTaggedJets, jet30pt, jet30eta, jet30phi,jet30mass, Fisher); 
    if (categ >= 0 && categ != Cat ) continue;

 
    if(channels==0 && z1flav*z2flav != 28561) continue;
    if(channels==1 && z1flav*z2flav != 14641) continue;
    if (weight <= 0 ) cout << "Warning! Negative weight events" << endl;
    if(channels==2 && z1flav*z2flav != 20449) continue;
    

    ntupleVarSet.setRealValue("mass",m4l);
    ntupleVarSet.setRealValue("myW",weight);
    if(x.getVal()>xMin && x.getVal()<xMax)
      dataset.add(ntupleVarSet, weight);
    hmass->Fill(m4l);

  }
  //---------

  cout << "dataset n entries: " << dataset.sumEntries() << endl;


  TCanvas *c1 = new TCanvas("c1","c1",725,725);


  c1->cd();

  TPad *pad1 = new TPad("pad1","This is pad1",0.05,0.35,0.95,0.97);
  pad1->Draw();
  TPad *pad2 = new TPad("pad2","This is pad2",0.05,0.02,0.95,0.35);
  pad2->Draw();

  //--- double CrystalBall
  RooRealVar mean("bias","mean of gaussian",0,-5.,5.) ;
  RooRealVar sigma("sigma","width of gaussian",1.5,0.,30.); 
  RooRealVar a1("a1","a1",1.46,0.5,5.);
  RooRealVar n1("n1","n1",1.92,0.,10.);   
  RooRealVar a2("a2","a2",1.46,1.,10.);
  RooRealVar n2("n2","n2",20,1.,50.);   
  RooDoubleCB DCBall("DCBall","Double Crystal ball",x,mean,sigma,a1,n1,a2,n2);
  if (channels== 1) mean.setVal(-1.);
  //--- Breit-Wigner
  float bwSigmaMax,bwSigmaMin;
  if(massBin<400) bwSigmaMin=bwSigmaMax=bwSigma;
  else { 
    bwSigmaMin=bwSigma-20.; 
    bwSigmaMax=bwSigma+20.; 
  }
  RooRealVar mean3("mean3","mean3",xInit) ;
  RooRealVar sigma3("sigma3","width3",bwSigma,bwSigmaMin,bwSigmaMax); 
  RooRealVar scale3("scale3","scale3 ",1.); 

  RooRelBWUFParam bw("bw","bw",x,mean3,scale3);
  //Chebyshev-Polynomial
  RooRealVar A1("A1","A1",-1,-3,3.);
  RooRealVar A2("A2","A2",0.5,-3.,3.);
  RooChebychev BkgPDF("BkgPDF","BkgPDF",x ,RooArgList(A1,A2));
  //Fraction
  RooRealVar frac("frac","Fraction for PDF",0.5,0.,1.);

  x.setBins(10000,"fft");
  RooFFTConvPdf model("model","model",x,bw,DCBall);
  

  RooAddPdf totPDF("totPDF","Total PDF ",RooArgList(model,BkgPDF),RooArgList(frac));
  
  RooArgSet* params = totPDF.getParameters(x);
  
  if(sample!=1 && categ!=0 && id!=125){
  if(channels==0 ){params->readFromFile("Ch0_Cat0_paraT.txt");}// Read the Parameter for the Resonance + Bkg(ChebyChev) 

  if(channels==1 ){params->readFromFile("Ch1_Cat0_paraT.txt");}// Read the Parameter for the Resonance + Bkg(ChebyChev)

  if(channels==2 ){params->readFromFile("Ch2_Cat0_paraT.txt");}//  Read the Parameter for the Resonance + Bkg(ChebyChev)
  }
  
  RooFitResult *fitres = (RooFitResult*)totPDF.fitTo(dataset,SumW2Error(1),Range(xMin,xMax),Strategy(2),NumCPU(8),Save(true));

  if (sample==1 && categ==0 && id==125){
 
  mean.setConstant(kTRUE);
  sigma.setConstant(kTRUE);
  a1.setConstant(kTRUE);
  n1.setConstant(kTRUE);
  a2.setConstant(kTRUE);
  n2.setConstant(kTRUE);
  mean3.setConstant(kTRUE);
  sigma3.setConstant(kTRUE);
  scale3.setConstant(kTRUE);
  A1.setConstant(kTRUE);
  A2.setConstant(kTRUE);
  frac.setConstant(kTRUE);

  if(channels==0 ){
  params->readFromFile("Ch0_Cat0_para.txt");  // Read the Parameter for the Resonance as ggH sample
  params->writeToFile("Ch0_Cat0_paraT.txt");} // Writing the Parameter for Full PDF including the Chebyshev-Polynomial

  if(channels==1 )
  {params->readFromFile("Ch1_Cat0_para.txt"); // Read the Parameter for the Resonance as in ggH sample
   params->writeToFile("Ch1_Cat0_paraT.txt");}// Writing the Parameter for Full PDF including the Chebyshev-Polynomial

  if(channels==2 ){
  params->readFromFile("Ch2_Cat0_para.txt"); // Read the Parameter for the Resonance as ggH sample
  params->writeToFile("Ch2_Cat0_paraT.txt");}// Writing the Parameter for Full PDF including the Chebyshev-Polynomial
  }
  
  stringstream frameTitle;
  if(channels==0){frameTitle << "4#mu, m_{H} = "; }
  if(channels==1){frameTitle << "4e, m_{H} = ";}
  if(channels==2){frameTitle << "2e2#mu, m_{H} = ";}
  frameTitle << massBin << " GeV";

  stringstream nameFileRoot;
  nameFileRoot << "fitM" << massBin << ".root";
  TFile *fileplot = TFile::Open(nameFileRoot.str().c_str(), "recreate");

  RooPlot* xframe = x.frame() ;
  xframe->SetTitle("");
  xframe->SetName("m4lplot");
  dataset.plotOn(xframe,DataError(RooAbsData::SumW2), MarkerStyle(kOpenCircle), MarkerSize(1.1) );
  int col;
  if(channels==0) col=kOrange+7;
  if(channels==1) col=kAzure+2;
  if(channels==2) col=kGreen+3;
  totPDF.plotOn(xframe,LineColor(col));


  RooHist* hpull = xframe->pullHist();

  RooPlot* frame3 = x.frame(Title("Pull Distribution")) ;
  frame3->addPlotable(hpull,"P");
  
  // cosmetics
  TLegend *legend = new TLegend(0.20,0.45,0.45,0.60,NULL,"brNDC");
  legend->SetBorderSize(0);
  legend->SetFillColor(0);
  legend->SetTextAlign(12);
  legend->SetTextFont (42);
  legend->SetTextSize (0.03);

  TH1F *dummyPoints = new TH1F("dummyP","dummyP",1,0,1);
  TH1F *dummyLine = new TH1F("dummyL","dummyL",1,0,1);
  dummyPoints->SetMarkerStyle(kOpenCircle);
  dummyPoints->SetMarkerSize(1.1);
  dummyLine->SetLineColor(col);
  
  legend->AddEntry(dummyPoints, "Simulation", "pe");
  legend->AddEntry(dummyLine, "Parametric Model", "l");
  
  TPaveText *text = new TPaveText(0.15,0.90,0.77,0.98,"brNDC");
  text->AddText("CMS Simulation");
  text->SetBorderSize(0);
  text->SetFillStyle(0);
  text->SetTextAlign(12);
  text->SetTextFont(42);
  text->SetTextSize(0.03);

  TPaveText *titlet = new TPaveText(0.15,0.80,0.60,0.85,"brNDC");
  titlet->AddText(frameTitle.str().c_str());
  titlet->SetBorderSize(0);
  titlet->SetFillStyle(0);
  titlet->SetTextAlign(12);
  titlet->SetTextFont(132);
  titlet->SetTextSize(0.045);

  TPaveText *sigmat = new TPaveText(0.15,0.65,0.77,0.78,"brNDC");
  stringstream sigmaval0, sigmaval1, sigmaval2;
  sigmaval0 << fixed;
  sigmaval0 << setprecision(1);
  sigmaval0 << "m_{dCB} = " << mean.getVal() + massBin << " GeV";
  sigmaval1 << fixed;
  sigmaval1 << setprecision(1);
  sigmaval1 << "#sigma_{dCB} = " << sigma.getVal() << " GeV";
  sigmaval2 << fixed;
  sigmaval2 << setprecision(1);
  sigmaval2 << "RMS_{eff} = " << effSigma(hmass) << " GeV";
  
  sigmat->AddText(sigmaval1.str().c_str());
  sigmat->AddText(sigmaval2.str().c_str());
  sigmat->SetBorderSize(0);
  sigmat->SetFillStyle(0);
  sigmat->SetTextAlign(12);
  sigmat->SetTextFont(132);
  sigmat->SetTextSize(0.04);
  
  xframe->GetYaxis()->SetTitleOffset(1.5);

  cout << "EFF RMS = " << effSigma(hmass) << "    RMS = " << hmass->GetRMS() << endl;

  pad1->cd();
  stringstream nameFile, nameFileC, nameFilePng;
  nameFile << "fitM" << massBin << "_channel" << channels<< "_category"<< categ << ".pdf";
  nameFileC << "fitM" << massBin << "_channel" << channels << "_category"<< categ << ".C";
  nameFilePng << "fitM" << massBin << "_channel" << channels << "_category"<< categ << ".png";

  xframe->Draw(); 
  gPad->Update(); legend->Draw(); text->Draw(); sigmat->Draw(); titlet->Draw();

  pad2->cd() ;
  frame3->Draw() ;
  frame3->SetMinimum(-3);
  frame3->SetMaximum(3);

  TLine *line1 = new TLine(105,0,140,0);
  line1->SetLineColor(kRed);
  line1->Draw();
  

  c1->Print(nameFile.str().c_str());
  c1->SaveAs(nameFileC.str().c_str());
  c1->SaveAs(nameFilePng.str().c_str());

  fileplot->cd();
  xframe->Write();
  sigmat->Write();
  hmass->Write();

  fileplot->Close();

  if(fitValues!=0){
    fitValues[0] = a1.getVal();
    fitValues[1] = a2.getVal();
    fitValues[2] = mean.getVal();
    fitValues[3] = mean3.getVal();
    fitValues[4] = n1.getVal();
    fitValues[5] = n2.getVal();
    fitValues[6] = sigma.getVal();
    fitValues[7] = A1.getVal();
    fitValues[8] = A2.getVal();

  }  

  if(fitErrors!=0){
    fitErrors[0] = a1.getError();
    fitErrors[1] = a2.getError();
    fitErrors[2] = mean.getError();
    fitErrors[3] = mean3.getError();
    fitErrors[4] = n1.getError();
    fitErrors[5] = n2.getError();
    fitErrors[6] = sigma.getError();
    fitErrors[7] = A1.getError();
    fitErrors[8] = A2.getError();

  }

  covQual[0] = fitres->covQual();
  
}
Example #13
0
void plotComparison( TH1F* h_dt , TH1F* h_mc , TH1F *h_extra, char* label, bool dolog, bool drawbkg) {

  TPad* fullpad = new TPad();
  TPad* plotpad = new TPad();
  TPad* respad  = new TPad();
  fullpad = new TPad("fullpad","fullpad",0,0,1,1);
  fullpad->Draw();
  fullpad->cd();
  plotpad = new TPad("plotpad","plotpad",0,0,1,0.8);
  plotpad->Draw();
  plotpad->cd();
  if (dolog) plotpad->SetLogy();

  h_dt->GetYaxis()->SetTitle("Entries");
  h_dt->GetXaxis()->SetTitle(Form("%s", label));
  h_dt->GetYaxis()->SetTitleSize(0.05);
  h_dt->GetXaxis()->SetTitleSize(0.05);
  h_dt->GetYaxis()->SetTitleOffset(1.5);
  h_dt->GetXaxis()->SetTitleOffset(1.3);
  if (!dolog) h_dt->GetYaxis()->SetRangeUser(0., 1.4*h_dt->GetMaximum());
  h_dt->SetLineColor(kBlack);
  h_dt->SetMarkerColor(kBlack);
  h_mc->SetLineColor(kBlue);
  h_mc->SetMarkerColor(kBlue);
  h_extra->SetLineColor(kRed);
  h_extra->SetLineWidth(2);
  h_mc->SetLineWidth(2);
  h_dt->Draw();
  h_mc->Draw("HISTSAME");
  if (drawbkg) h_extra->Draw("HISTSAME");
  h_dt->Draw("ESAME");

  TLegend *legComp = new TLegend( 0.653, 0.663, 0.944, 0.870);
  legComp->AddEntry(h_dt, "Data", "lp");
  legComp->AddEntry(h_mc, "MC", "l");
  if (drawbkg) legComp->AddEntry(h_extra, "MC Bkg", "l");
  legComp->SetFillColor(0);
  legComp->SetBorderSize(0);
  legComp->Draw();
  
  TLatex *text = new TLatex();
  text->SetNDC();
  text->SetTextSize(0.04);
  //  float xtex = 0.65;
  //  text->DrawLatex(xtex,0.88,"1 lepton + jets Sample");
  
  fullpad->cd();
  
  respad = new TPad("respad","respad",0,0.8,1,1);
  respad->Draw();
  respad->cd();
  
  //gPad->SetGridy();
  
  TH1F* ratio = (TH1F*) h_dt->Clone("ratio");
  ratio->Divide(h_mc);

  ratio->GetYaxis()->SetTitleOffset(0.3);
  ratio->GetYaxis()->SetTitleSize(0.2);
  ratio->GetYaxis()->SetNdivisions(5);
  ratio->GetYaxis()->SetLabelSize(0.2);
  if (dolog) ratio->GetYaxis()->SetRangeUser(0.5,1.5);
  else ratio->GetYaxis()->SetRangeUser(0.7,1.3);
  ratio->GetYaxis()->SetTitle("Ratio    ");
  ratio->GetXaxis()->SetLabelSize(0);
  ratio->GetXaxis()->SetTitleSize(0);
  ratio->SetMarkerSize(1);
  ratio->SetLineWidth(2);
  ratio->SetLineColor(kBlue);
  ratio->SetMarkerColor(kBlue);
  ratio->SetFillColor(kBlue);
  ratio->SetFillStyle(3002);
  ratio->Draw("E2");
  
  TLine line;
  line.SetLineWidth(2);
  line.DrawLine(h_dt->GetXaxis()->GetXmin(),1,h_dt->GetXaxis()->GetXmax(),1);

}
Example #14
0
void plottingmacro_IVF()
{


  double fa = 0.46502;
  double fb = 0.53498;
  bool debug_ = true;

  //  std::string path("Nov10thFall11Plots/");
  //  std::string path("Nov10Fall1160MTopSlimPlots/");
  std::string path("Nov10Fall1160MTopIVFPlots_b/");

  if(debug_)
    std::cout << "Init the style form setTDRStyle" << std::endl;
  setTDRStyle();
  gStyle->SetErrorX(0.5);
  gROOT->ForceStyle();
  initOptions();
  

  if(debug_)
    std::cout << "Init the sample" << std::endl;
  //  std::vector<Sample> s = Nov10thDiJetPtUpdatedSlimHistos();
  //std::vector<Sample> s = Nov10Fall1160MTopSlimHistos();
  std::vector<Sample> s = Nov10Fall1160MTopIVFHistos();

  Sample data(1,"fake data","S1.root",0,true,1000);

  if(debug_)
    std::cout << "Init the data sample" << std::endl;
  for(size_t i=0;i< s.size();i++) if(s[i].data) {data=s[i];break;}

  if(debug_)
    std::cout << "Ls data sample" << std::endl;
  data.file()->ls(); 

  if(debug_)
    std::cout << "Init the mc sample" << std::endl;
  for(size_t i=0;i< s.size();i++) s[i].dump(1,fa,fb);

  std::vector<std::string> names;

  if(debug_)
    std::cout << "Get List of Keys" << std::endl;
  TList * subs = data.file()->GetListOfKeys();
  for(size_t i=0;i< subs->GetSize();i++)
    {
      TString nn = subs->At(i)->GetName();
      if( nn.Contains(TRegexp("Count*")) )
	continue;
      if(debug_)
	std::cout << "Get List of Keys in subdirs" << std::endl;
      TList * objs = ((TDirectoryFile *)data.file()->Get(subs->At(i)->GetName()))->GetListOfKeys();
      for(size_t j=0;j< objs->GetSize();j++)
	{
	  if(debug_)
	    std::cout << "Name = " << subs->At(i)->GetName()+std::string("/")  + objs->At(j)->GetName() << std::endl;
	  names.push_back(subs->At(i)->GetName()+std::string("/")  + objs->At(j)->GetName());
	  //      std::cout << subs->At(i)->GetName() << "/"  << objs->At(j)->GetName() << std::endl;
	  //TODO: select plots via regexp
	}
    }


  if(debug_)
    std::cout << "Starting plotting" << std::endl;

  std::string process;

  for(size_t i = 0 ; i < names.size() ; i++) 
    {
      
      std::map<std::string,TH1F *> grouped;
      TString n=names[i];
      //      if(!n.Contains(TRegexp("VlightRegionHZee/HiggsPtVlightRegionHZee"))) continue;
      //      if(!n.Contains(TRegexp("VlightRegionHZee/ZPtVlightRegionHZee"))) continue;
      //      if(!n.Contains(TRegexp("VlightRegionHZee"))) continue;
      //      if(!n.Contains(TRegexp("ZSVRegionZmmSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVRegionZeeSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVRegionZcombSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVPureRegionZcombSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVTTbarPureRegionZcombSV"))) continue;
      if(!n.Contains(TRegexp("TTbarRegionZeeSVJets"))) continue;

      if(n.Contains(TRegexp("RegionHZcomb")))
	process = "Z(l^{+}l^{-})H(b#bar{b})";
      if(n.Contains(TRegexp("RegionHZmm")))
	process = "Z(#mu^{+}#mu^{-})H(b#bar{b})";
      if(n.Contains(TRegexp("RegionHZee")))
	process = "Z(e^{+}e^{-})H(b#bar{b})";

      if(debug_)
	std::cout << "Creating the Canvas" << std::endl;

      TCanvas *c = new TCanvas();
      c->SetLogy(false);
      c->SetTitle(names[i].c_str());

      if(debug_)
	std::cout << "Creating histograms" << std::endl;
  
      TH1F *hd = ((TH1F*)data.file()->Get(names[i].c_str()));
      hd->Sumw2();
      Options o=options[names[i]];
      //      hd->Rebin(o.rebin);
      hd->SetMarkerStyle(20);
      hd->GetXaxis()->SetLabelOffset(99);
      hd->SetYTitle(o.yaxis.c_str());
      double nbin = hd->GetNbinsX();
      double min_bin = hd->GetXaxis()->GetXmin();
      double max_bin = hd->GetXaxis()->GetXmax();
      TH1F *hmc = new TH1F("hmc","hmc", nbin, min_bin, max_bin);
      hmc->SetFillColor(kWhite);
      hmc->Sumw2();
      //      hmc->Rebin(o.rebin);

      if(debug_)
	std::cout << "Creating the THStack and Legend" << std::endl;
      THStack * sta = new THStack("sta",hd->GetTitle());
      TLegend * l = new TLegend(o.legendx1,o.legendy1,o.legendx2,o.legendy2); //0.7,0.1,0.9,0.6);
      l->SetFillColor(kWhite);
      l->SetBorderSize(0);
      l->SetTextFont(62);
      l->SetTextSize(0.03);
      if(debug_)
	std::cout << "Adding data to the legend" << std::endl;  
      l->AddEntry(hd, "Data","P");
      if(debug_)
	std::cout << "Adding MC to the THStack" << std::endl;  

      //with the proper trigger eff
      //      double SF[] = {1.01,1.03,1.00};
      //      double SF[] = {1.03,1.054,1.032};
      double SF[] = {1.0,1.0,1.0};

      if(debug_){
	for(int i = 0; i< 3; ++i)
	  std::cout << "SF [" << i << "] = " << SF[i] << std::endl;
      }

      double mcIntegral=0;
      for(size_t j=0;j< s.size() ;j++) 
	{ 
	  if(!s[j].data) 
	    {
	      if(debug_)
		std::cout << "Creating TH1F from file " << s[j].name << std::endl;  
	      TH1F * h = ((TH1F*)s[j].file()->Get(names[i].c_str()));
	      h->Sumw2();
	      if(debug_){
		std::cout << "TH1F created from file " << s[j].name << std::endl;  
		std::cout << "Scaling : " << s[j].scale(data.lumi(),fa,fb) << std::endl;  
		std::cout << "Scaling with SF : " << s[j].scale(data.lumi(),fa,fb,SF) << std::endl;  
		std::cout << "Histo integral before scaling = " << h->Integral() << std::endl;
	      }
	      h->Scale(s[j].scale(data.lumi(),fa,fb,SF));
	      if(debug_){
		std::cout << "Histo integral after scaling = " << h->Integral() << std::endl;
		std::cout << "Managing style... " << std::endl;  
	      }
	      h->SetLineWidth(1.);
	      h->SetFillColor(s[j].color);
	      h->SetLineColor(s[j].color);
	      //	      h->Rebin(options[names[i]].rebin);
	      if(debug_)
		std::cout << "Cloning and update legend " << std::endl;  
	      if(grouped.find(s[j].name) == grouped.end()){
		l->AddEntry(h,s[j].name.c_str(),"F");
	      }
	      std::cout << "Sample : " << s[j].name << " - Integral for plot " << names[i] << " = " << h->Integral(-10000,10000) << std::endl;
	      mcIntegral += h->Integral();
	      sta->Add(h);
	      hmc->Add(h);	      
	      //TO FIX grouped map
	      // sovrascrive histo con lo stesso nome tipo VV o ST etc...
	      grouped[s[j].name]=(TH1F *)h->Clone(("_"+names[i]).c_str());
	    }
	}

      if(debug_){
	std::cout << "Data total = " << hd->Integral() << std::endl;
	std::cout << "MC = " << mcIntegral << std::endl;
	std::cout << "Data/MC = " << hd->Integral()/mcIntegral << std::endl;
      }

      TPad * TopPad = new TPad("TopPad","Top Pad",0.,0.3,1.,1. ) ;
      TPad * BtmPad = new TPad("BtmPad","Bottom Pad",0.,0.,1.,0.313 ) ;
      TopPad->SetBottomMargin(0.02);
      BtmPad->SetTopMargin(0.0);
      BtmPad->SetFillStyle(4000);
      TopPad->SetFillStyle(4000);
      BtmPad->SetFillColor(0);
      BtmPad->SetBottomMargin(0.35);
      TopPad->Draw() ;
      BtmPad->Draw() ;
      std::cout << "hd maximum = " << hd->GetMaximum() << "  sta maximum = " << sta->GetMaximum() << std::endl;
      double maxY;
      if(hd->GetMaximum() > sta->GetMaximum()) maxY = (hd->GetMaximum())*1.5;
      else maxY = (sta->GetMaximum())*1.5;
      TopPad->cd();
      hd->Draw("E1X0");
      sta->Draw("sameHIST");
      hmc->Draw("sameE2");
      hmc->SetFillColor(2);
      hmc->SetMarkerSize(0);
      hmc->SetFillStyle(3013);
      hd->Draw("E1X0same");
      l->Draw("same");
      std::cout << "Set Maximum to = " << maxY << std::endl;
      hd->GetYaxis()->SetRangeUser(0.,maxY);
      hd->GetXaxis()->SetRangeUser(options[names[i]].min,options[names[i]].max);

      BtmPad->cd();
      std::cout << "Division" << std::endl;

      TH1D * divisionErrorBand = (TH1D*)(hmc)->Clone("divisionErrorBand");
      divisionErrorBand->Sumw2();
      divisionErrorBand->Divide(hmc);
      divisionErrorBand->Draw("E2");      
      divisionErrorBand->SetMaximum(2.49);
      divisionErrorBand->SetMinimum(0);
      divisionErrorBand->SetMarkerStyle(20);
      divisionErrorBand->SetMarkerSize(0.55);
      divisionErrorBand->GetXaxis()->SetTitleOffset(1.12);
      divisionErrorBand->GetXaxis()->SetLabelSize(0.12);
      divisionErrorBand->GetXaxis()->SetTitleSize(0.5);
      divisionErrorBand->GetYaxis()->SetTitle("Data/MC");
      divisionErrorBand->GetYaxis()->SetLabelSize(0.12);
      divisionErrorBand->GetYaxis()->SetTitleSize(0.12);
      divisionErrorBand->GetYaxis()->SetTitleOffset(0.40);
      divisionErrorBand->GetYaxis()->SetNdivisions(505);
      //divisionErrorBand->UseCurrentStyle();
      divisionErrorBand->SetFillColor(2);
      divisionErrorBand->SetFillStyle(3001);
      divisionErrorBand->SetMarkerSize(0.);

      TH1D * division = (TH1D*)(hd)->Clone("division");
      division->Sumw2();
      division->Divide(hmc);
//       division->SetMaximum(2.5);
//       division->SetMinimum(0);
//       division->SetMarkerStyle(20);
//       division->SetMarkerSize(0.55);
//       division->GetXaxis()->SetLabelSize(0.12);
//       division->GetXaxis()->SetTitleSize(0.14);
//       division->GetYaxis()->SetLabelSize(0.10);
//       division->GetYaxis()->SetTitleSize(0.10);
//      division->GetYaxis()->SetTitle("Data/MC");
      Double_t min = division->GetXaxis()->GetXmin();
      Double_t max = division->GetXaxis()->GetXmax();
      division->Draw("E1X0same");

      TLine *line = new TLine(min, 1.0, max, 1.0);
      line->SetLineColor(kRed);
      line->Draw("same");
      
      TLegend * leg3 =new TLegend(0.50,0.86,0.69,0.96);
      leg3->AddEntry(divisionErrorBand,"MC uncert. (stat.)","f");
      leg3->SetFillColor(0);
      leg3->SetLineColor(0);
      leg3->SetShadowColor(0);
      leg3->SetTextFont(62);
      leg3->SetTextSize(0.06);
      leg3->Draw();

      TPaveText *pave = new TPaveText(0.15,0.85,0.32,0.96,"brNDC");
      pave->SetTextAlign(12);
      pave->SetLineColor(0);
      pave->SetFillColor(0);
      pave->SetShadowColor(0);
      //TText *text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f",histDt->Chi2Test(histCopyMC5,"UWCHI2/NDF"),histDt->KolmogorovTest(histCopyMC5))); // stat + sys
      TText *text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f",hd->Chi2Test(hmc,"UWCHI2/NDF"),hd->KolmogorovTest(hmc))); // stat only
      text->SetTextFont(62);
      text->SetTextSize(0.08);
      pave->Draw();

      TopPad->cd();
      TLatex latex;
      latex.SetNDC();
      latex.SetTextAlign(12);
      latex.SetTextSize(0.052);
      latex.DrawLatex(0.17,0.89,"CMS Preliminary");
      latex.SetTextSize(0.04);
      latex.DrawLatex(0.17,0.84,"#sqrt{s} = 7 TeV, L = 4.7 fb^{-1}");
      //      latex.DrawLatex(0.17,0.79,"Z(e^{+}e^{-})H(b#bar{b})");
      latex.DrawLatex(0.17,0.79,process.c_str());
      c->Update();
      std::string cName= hd->GetName();
      cName += "_bare.pdf";
      cName = path+cName;
      c->Print(cName.c_str(),"pdf");

//       std::cout << names[i] << " d: " <<  hd->Integral() << " ";
//       THStack * sta2 = new THStack("sta2",hd->GetTitle());
//       float tot=0;
//       float toterr2=0;

//       if(debug_)
// 	std::cout << "Putting the iterator in the for loop" << std::endl;
//       for(std::map<std::string,TH1F *>::reverse_iterator it=grouped.rbegin(); it!=grouped.rend();++it)
//  	{
// 	  if(debug_)
// 	    std::cout << "Using the iterator" << std::endl;
// 	  std::cout << (*it).first << " " << (*it).second->Integral() << " | " << std::endl ;
// 	  if((*it).second->GetEntries() > 0) {
// 	    float er=1.*sqrt((*it).second->GetEntries())/(*it).second->GetEntries()*(*it).second->Integral();
// 	    toterr2+=er*er;
// 	  }
// 	  tot+=(*it).second->Integral();
// 	  sta2->Add(it->second);
//  	}
//       std::cout << " Tot: " << tot << "+-" << sqrt(toterr2) <<  " SF: " << hd->Integral()/tot << std::endl;
//       TCanvas *c2 = new TCanvas();
//       c2->SetTitle(names[i].c_str());
//       std::cout << "hd maximum = " << hd->GetMaximum() << "  sta2 maximum = " << sta2->GetMaximum() << std::endl;
//       if(hd->GetMaximum() > sta2->GetMaximum()) maxY =  hd->GetBinContent(hd->GetMaximumBin()) * 1.5;
//       else maxY = ( sta2->GetMaximum())*1.5;
//       //      hd->Draw("E1"); 
//       sta2->Draw("PADSHIST");
//       //    hd->Draw("E1same");
//       //      l->Draw("same");
//       std::cout << "Set Maximum to = " << maxY << std::endl;
//       hd->GetYaxis()->SetRangeUser(0.,maxY);
//       hd->GetXaxis()->SetRangeUser(options[names[i]].min,options[names[i]].max);
//       c2->Update();

//       std::string c2Name = hd->GetName();
//       c2Name = path+c2Name;
//       c2Name += "_norm.pdf";
//       c2->Print(c2Name.c_str(),"pdf");  

    }

}
Example #15
0
void plotv2(){
  gStyle->SetOptTitle(0);
  gStyle->SetOptStat(0);
  gStyle->SetStripDecimals(0);

  float pt[24];
  float ept[24];

  float v2pAu[24], ev2pAu[24];

  float v2mpcs[24], ev2mpcs[24];
  float v3mpcs[24], ev3mpcs[24];

  float v2bbcs[24], ev2bbcs[24];
  float v3bbcs[24], ev3bbcs[24];

  float v2fvtxs[24], ev2fvtxs[24];
  float v3fvtxs[24], ev3fvtxs[24];

  ifstream fin2mpcs("run15pAu_mpcs_hadron_v2_0_5.txt");
  ifstream fin2bbcs("run15pAu_bbcs_hadron_v2_0_5.txt");
  ifstream fin2fvtxs("run15pAu_fvtx0s_hadron_v2_0_5.txt");
  ifstream fin2fvtxs_RES("../../final05/vn/run15pAu_fvtx0s_hadron_v2_0_5.txt");
  
  ifstream fin2pAu("v2_pt_pAu_00_05_sys.dat");
  /*
  ifstream fin3mpcs("run15pAu_mpcs_hadron_v3_0_5.txt");
  ifstream fin3bbcs("run15pAu_bbcs_hadron_v3_0_5.txt");
  ifstream fin3fvtxs("../../final06/vn/run15pAu_fvtx0s_hadron_v2_0_5.txt");
  */

  float tmp;
  for(int i=0; i<13; i++){
    ept[i]=0;
    fin2pAu>>pt[i]>>v2pAu[i]>>ev2pAu[i]>>tmp;
  }
  TGraphErrors *grpAu2 = new TGraphErrors(13, pt, v2pAu, ept, ev2pAu);

  for(int i=0; i<14; i++){
    ept[i]=0;
    fin2mpcs>>pt[i]>>v2mpcs[i]>>ev2mpcs[i];
    //fin3mpcs>>pt[i]>>v3mpcs[i]>>ev3mpcs[i];

    fin2bbcs>>pt[i]>>v2bbcs[i]>>ev2bbcs[i];
    //fin3bbcs>>pt[i]>>v3bbcs[i]>>ev3bbcs[i];

    fin2fvtxs>>pt[i]>>v2fvtxs[i]>>ev2fvtxs[i];
    //fin3fvtxs>>pt[i]>>v3fvtxs[i]>>ev3fvtxs[i];
  }
  fin2bbcs.close();
  fin2mpcs.close();
  fin2fvtxs.close();

  //fin3bbcs.close();
  //fin3mpcs.close();
  //fin3fvtxs.close();


  TGraphErrors *grmpcs2 = new TGraphErrors(14, pt, v2mpcs, ept, ev2mpcs);
  TGraphErrors *grbbcs2 = new TGraphErrors(14, pt, v2bbcs, ept, ev2bbcs);
  TGraphErrors *grfvtxs2 = new TGraphErrors(14, pt, v2fvtxs, ept, ev2fvtxs);

  TGraphErrors *grmpcs3 = new TGraphErrors(14, pt, v3mpcs, ept, ev3mpcs);
  TGraphErrors *grbbcs3 = new TGraphErrors(14, pt, v3bbcs, ept, ev3bbcs);
  TGraphErrors *grfvtxs3 = new TGraphErrors(14, pt, v3fvtxs, ept, ev3fvtxs);

  c1=new TCanvas("c1","c1");
  c1->SetFillColor(10);
  c1->cd();

  TH1F *h = new TH1F("h", "h", 50, 0, 5.0);
  h->SetMinimum(0.002);
  h->SetMaximum(0.312);
  h->SetMarkerStyle(20);
  h->SetMarkerSize(1.2);
  h->Draw();

  h->GetYaxis()->SetTitleOffset(0.9);
  h->GetYaxis()->SetTitleSize(0.05);
  h->GetYaxis()->SetTitle("v_{2}");

  h->GetXaxis()->SetTitle("p_{T} (GeV/c)");
  h->GetXaxis()->SetTitleSize(0.04);
  h->GetYaxis()->CenterTitle(kTRUE);
  h->GetXaxis()->CenterTitle(kTRUE);

  grmpcs2->SetMarkerStyle(20);
  grmpcs2->SetMarkerSize(1.2);
  grmpcs2->SetMarkerColor(2);
  //grmpcs2->Draw("P");

  grbbcs2->SetMarkerStyle(24);
  grbbcs2->SetMarkerSize(1.2);
  grbbcs2->SetMarkerColor(4);
  grbbcs2->Draw("P");

  grfvtxs2->SetMarkerStyle(21);
  grfvtxs2->SetMarkerSize(1.2);
  grfvtxs2->SetMarkerColor(6);
  grfvtxs2->Draw("P");

  grpAu2->SetMarkerStyle(21);
  grpAu2->SetMarkerSize(1.2);
  grpAu2->SetMarkerColor(4);
  //grpAu2->Draw("P");

  grmpcs3->SetMarkerStyle(22);
  grmpcs3->SetMarkerSize(1.2);
  grmpcs3->SetMarkerColor(6);
  //grmpcs3->Draw("P");

  grbbcs3->SetMarkerStyle(23);
  grbbcs3->SetMarkerSize(1.2);
  grbbcs3->SetMarkerColor(9);
  //grbbcs3->Draw("P");

  grfvtxs3->SetMarkerStyle(25);
  grfvtxs3->SetMarkerSize(1.2);
  grfvtxs3->SetMarkerColor(4);
  //fvtxs3->Draw("P");

  TLegend *leg1 = new TLegend(0.20,0.60,0.60,0.88);
  leg1->SetFillColor(10);
  leg1->SetLineStyle(4000);
  leg1->SetLineColor(10);
  leg1->SetLineWidth(0.);
  leg1->SetTextSize(0.05);
  leg1->SetBorderSize(0);
  leg1->AddEntry(grmpcs2,"0~5%","");
  //leg1->AddEntry(grmpcs2,"v_{2}(pAu, MPCs)","P");
  leg1->AddEntry(grbbcs2,"v_{2}(pAu, BBCs)","P");
  leg1->AddEntry(grfvtxs2,"v_{2}(pAu, FVTXs)","P");
 
  //leg1->AddEntry(grpAu2,"v_{2}(pAu,MPCs)","P");
  //leg1->AddEntry(grmpcs3,"v_{3}(#Psi_{3}^{MPCs}, -4.0<#eta<-4.0)","P");
  //leg1->AddEntry(grbbcs3,"v_{3}(#Psi_{3}^{BBCs}, -4.0<#eta<-4.0)","P");
  //leg1->AddEntry(grfvtxs3,"v_{3}(#Psi_{2}^{FVTXs}, -3.0<#eta<-1.0)","P");
  leg1->Draw();
c1->Print("v2_pAu.pdf");
}
Example #16
0
void CheckSDDInESD(TString filename="AliESDs.root", Int_t optTracks=kAll){


  TFile* esdFile = TFile::Open(filename.Data());
  if (!esdFile || !esdFile->IsOpen()) {
    printf("Error in opening ESD file");
    return;
  }

  AliESDEvent * esd = new AliESDEvent;
  TTree* tree = (TTree*) esdFile->Get("esdTree");
  if (!tree) {
    printf("Error: no ESD tree found");
    return;
  }
  esd->ReadFromTree(tree);
  TH1F* hpt=new TH1F("hpt","",100,0.,10.);
  TH1F* hphi=new TH1F("hphi","",100,-1,1);
  TH1F* hlam=new TH1F("hlam","",100,-2.,2.);
  TH1F* halpha=new TH1F("halpha","",100,-7,7);
  TH1F* hitscl=new TH1F("hitscl","",7,-0.5,6.5);
  TH1F* htpccl=new TH1F("htpccl","",200,-0.5,199.5);
  TH1F* hitsmap=new TH1F("hitsmap","",64,-0.5,63.5);
  TH1F* hclulay=new TH1F("hclulay","",7,-1.5,5.5);

  TH1F* hvx=new TH1F("hvx","",100,-1.,1.);
  TH1F* hvy=new TH1F("hvy","",100,-1.,1.);
  TH1F* hvz=new TH1F("hvz","",100,-20.,20.);
  TH1F* hdedx3=new TH1F("hdedx3","",100,0.,300.);
  TH1F* hdedx4=new TH1F("hdedx4","",100,0.,300.);
  TH1F* hdedx5=new TH1F("hdedx5","",100,0.,300.);
  TH1F* hdedx6=new TH1F("hdedx6","",100,0.,300.);
  TH1F* hStatus=new TH1F("hStatus","",11,-1.5,9.5);


  // -- Local coordinates


  // -- Module histos

  TH1F* hAllPMod  = new TH1F("hAllPmod","Crossing Tracks vs. Module",260,239.5,499.5);
  TH1F* hGoodPMod  = new TH1F("hGoodPmod","PointsAssocToTrack per Module",260,239.5,499.5);
  TH1F* hBadRegMod  = new TH1F("hBadRegmod","Tracks in BadRegion per Module",260,239.5,499.5);
  TH1F* hMissPMod  = new TH1F("hMissPmod","Missing Points per Module",260,239.5,499.5);
  TH1F* hSkippedMod  = new TH1F("hSkippedmod","Tracks in Skipped Module",260,239.5,499.5);
  TH1F* hOutAccMod  = new TH1F("hOutAccmod","Tracks outside zAcc per Module",260,239.5,499.5);
  TH1F* hNoRefitMod  = new TH1F("hNoRefitmod","Points rejected in refit per Module",260,239.5,499.5);

  TH1F* hAllPXloc  = new TH1F("hAllPxloc","Crossing Tracks vs. Xloc",75, -3.75, 3.75);
  TH1F* hGoodPXloc  = new TH1F("hGoodPxloc","PointsAssocToTrack vs. Xloc",75, -3.75, 3.75);
  TH1F* hBadRegXloc  = new TH1F("hBadRegxloc","Tracks in BadRegion vs. Xloc",75, -3.75, 3.75);
  TH1F* hMissPXloc  = new TH1F("hMissPxloc","Missing Points vs. Xloc",75, -3.75, 3.75);
  TH1F* hAllPZloc  = new TH1F("hAllPzloc","Crossing Tracks vs. Zloc",77, -3.85, 3.85);
  TH1F* hGoodPZloc  = new TH1F("hGoodPzloc","PointsAssocToTrack vs. Zloc",77, -3.85, 3.85);
  TH1F* hBadRegZloc  = new TH1F("hBadRegzloc","Tracks in BadRegion vs. Zloc",77, -3.85, 3.85);
  TH1F* hMissPZloc  = new TH1F("hMissPzloc","Missing Points vs. Zloc",77, -3.85, 3.85);
  TH2F* hdEdxVsMod=new TH2F("hdEdxVsMod","dE/dx vs. mod",260,239.5,499.5,100,0.,500.);

  gStyle->SetPalette(1);
  

  for (Int_t iEvent = 0; iEvent < tree->GetEntries(); iEvent++) {
    tree->GetEvent(iEvent);
    if (!esd) {
      printf("Error: no ESD object found for event %d", iEvent);
      return;
    }
    cout<<"-------- Event "<<iEvent<<endl;
    printf(" Tracks # = %d\n",esd->GetNumberOfTracks());
    const AliESDVertex *spdv=esd->GetVertex();
    printf(" SPD Primary Vertex in %f %f %f with %d contributors\n",spdv->GetX(),spdv->GetY(),spdv->GetZ(),spdv->GetNContributors());
    const AliESDVertex *trkv=esd->GetPrimaryVertex();
    printf(" Track Primary Vertex with %d contributors\n",trkv->GetNContributors());
    if(spdv->IsFromVertexer3D()){
      hvx->Fill(spdv->GetX());
      hvy->Fill(spdv->GetY());
      hvz->Fill(spdv->GetZ());
    }
    Double_t itss[4];
    for (Int_t iTrack = 0; iTrack < esd->GetNumberOfTracks(); iTrack++) {
      AliESDtrack* track = esd->GetTrack(iTrack);
      Int_t nITSclus=track->GetNcls(0);
      UChar_t clumap=track->GetITSClusterMap();
      Int_t nPointsForPid=0;
      for(Int_t i=2; i<6; i++){
	if(clumap&(1<<i)) ++nPointsForPid;
      }
      //      track->PropagateTo(4.,5.);
      htpccl->Fill(track->GetNcls(1));
      ULong64_t status=track->GetStatus();
      Bool_t tpcin=0;
      hStatus->Fill(-1.);
      if(status & AliESDtrack::kTPCin){
	tpcin=1;
	hStatus->Fill(0.);
      }
      if(status & AliESDtrack::kTPCout){
	hStatus->Fill(1.);
      }
      if(status & AliESDtrack::kTPCrefit){
	hStatus->Fill(2.);
      }
      Bool_t itsin=0;
      if(status & AliESDtrack::kITSin){
	itsin=1;
	hStatus->Fill(3.);
      }
      if(status & AliESDtrack::kITSout){
	hStatus->Fill(4.);
      }
      if(status & AliESDtrack::kITSrefit){
	hStatus->Fill(5.);
      }
      if(!tpcin && itsin){
	hStatus->Fill(6.);
      }
      if(status & AliESDtrack::kITSpureSA){
	hStatus->Fill(7.);
      }

      if(status & AliESDtrack::kITSrefit){
	if((optTracks==kTPCITS) && !(status & AliESDtrack::kTPCin)) continue;
	if((optTracks==kITSsa) && (status & AliESDtrack::kTPCin)) continue;
	if((optTracks==kITSsa) && (status & AliESDtrack::kITSpureSA)) continue;
	if((optTracks==kITSpureSA) && (status & AliESDtrack::kITSpureSA)) continue;

	 track->GetITSdEdxSamples(itss);
	//	printf("Track %d (label %d) in ITS with %d clusters clumap %d pointspid= %d\n",iTrack,track->GetLabel(),nITSclus,clumap,nPointsForPid);
	//printf("   dedx=%f %f %f %f\n",itss[0],itss[1],itss[2],itss[3]);
	hitscl->Fill(nITSclus);
	hdedx3->Fill(itss[0]);
	hdedx4->Fill(itss[1]);
	hdedx5->Fill(itss[2]);
	hdedx6->Fill(itss[3]);
	hitsmap->Fill(clumap);
	hclulay->Fill(-1.);
	for(Int_t iLay=0;iLay<6;iLay++){
	  if(clumap&1<<iLay) hclulay->Fill(iLay);
	}
	hpt->Fill(track->Pt());
	hphi->Fill(TMath::ASin(track->GetSnp()));
	hlam->Fill(TMath::ATan(track->GetTgl()));
	halpha->Fill(track->GetAlpha());
	Int_t iMod,status;
	Float_t xloc,zloc;
	for(Int_t iLay=2; iLay<=3; iLay++){
	  Bool_t ok=track->GetITSModuleIndexInfo(iLay,iMod,status,xloc,zloc);
	  if(ok){
	    iMod+=240;
	    hAllPMod->Fill(iMod);
	    hAllPXloc->Fill(xloc);
	    hAllPZloc->Fill(zloc);
	    if(status==1){
	      hGoodPMod->Fill(iMod);
	      hGoodPXloc->Fill(xloc);
	      hGoodPZloc->Fill(zloc);
	      if(track->Pt()>1.) hdEdxVsMod->Fill(iMod,itss[iLay-2]);
	    }
	    else if(status==2){ 
	      hBadRegMod->Fill(iMod);
	      hBadRegXloc->Fill(xloc);
	      hBadRegZloc->Fill(zloc);
	    }
	    else if(status==3) hSkippedMod->Fill(iMod);
	    else if(status==4) hOutAccMod->Fill(iMod);
	    else if(status==5){
	      hMissPMod->Fill(iMod);
	      hMissPXloc->Fill(xloc);
	      hMissPZloc->Fill(zloc);
	    }
	    else if(status==6) hNoRefitMod->Fill(iMod);
	  }
	}
      }
    }
  }
  Float_t norm=hclulay->GetBinContent(1);
  if(norm<1.) norm=1.;
  hclulay->Scale(1./norm);
  gStyle->SetLineWidth(2);

  TCanvas* c1=new TCanvas("c1","Track quantities",900,900);
  c1->Divide(2,2);
  c1->cd(1);
  htpccl->Draw();
  htpccl->GetXaxis()->SetTitle("Clusters in TPC ");
  c1->cd(2);
  hitscl->Draw();
  hitscl->GetXaxis()->SetTitle("Clusters in ITS ");
  c1->cd(3);
  hclulay->Draw();
  hclulay->GetXaxis()->SetRange(2,7);
  hclulay->GetXaxis()->SetTitle("# ITS Layer");
  hclulay->GetYaxis()->SetTitle("Fraction of tracks with point in Layer x");
  c1->cd(4);

  TCanvas* c2=new TCanvas("c2","dedx per Layer",900,900);
  c2->Divide(2,2);
  c2->cd(1);
  hdedx3->Draw();
  hdedx3->GetXaxis()->SetTitle("dE/dx Lay3");
  c2->cd(2);
  hdedx4->Draw();
  hdedx4->GetXaxis()->SetTitle("dE/dx Lay4");
  c2->cd(3);
  hdedx5->Draw();
  hdedx5->GetXaxis()->SetTitle("dE/dx Lay5");
  c2->cd(4);
  hdedx6->Draw();
  hdedx6->GetXaxis()->SetTitle("dE/dx Lay6");

  hdEdxVsMod->SetStats(0);
  TCanvas* cdedx=new TCanvas("cdedx","dedx SDD",1400,600);
  cdedx->SetLogz();
  hdEdxVsMod->Draw("col"); 
  hdEdxVsMod->GetXaxis()->SetTitle("SDD Module Id");
  hdEdxVsMod->GetYaxis()->SetTitle("dE/dx (keV/300 #mum)");
  hdEdxVsMod->GetYaxis()->SetTitleOffset(1.25);



  TCanvas* cv=new TCanvas("cv","Vertex",600,900);
  cv->Divide(1,3);
  cv->cd(1);
  hvx->Draw();
  hvx->GetXaxis()->SetTitle("Xv (cm)");
  cv->cd(2);
  hvy->Draw();
  hvy->GetXaxis()->SetTitle("Yv (cm)");
  cv->cd(3);
  hvz->Draw();
  hvz->GetXaxis()->SetTitle("Xv (cm)");

  hGoodPMod->SetStats(0);
  hGoodPMod->SetTitle("");
  TCanvas* ceff0=new TCanvas("ceff0","ModuleIndexInfo",1000,600);
  hGoodPMod->Draw("e");
  hGoodPMod->GetXaxis()->SetTitle("SDD Module Id");
  hGoodPMod->GetYaxis()->SetTitle("Number of tracks");
  hMissPMod->SetLineColor(2);
  hMissPMod->SetMarkerColor(2);
  hMissPMod->SetMarkerStyle(22);
  hMissPMod->SetMarkerSize(0.5);
  hMissPMod->Draw("psame");
  hBadRegMod->SetLineColor(kGreen+1);
  hBadRegMod->SetMarkerColor(kGreen+1);
  hBadRegMod->SetMarkerStyle(20);
  hBadRegMod->SetMarkerSize(0.5);
  hBadRegMod->Draw("esame");
  hSkippedMod->SetLineColor(kYellow);
  hSkippedMod->Draw("esame");
  hOutAccMod->SetLineColor(4);
  hOutAccMod->Draw("esame");
  hNoRefitMod->SetLineColor(6);
  hNoRefitMod->Draw("esame");
  TLatex* t1=new TLatex(0.7,0.85,"Good Point");
  t1->SetNDC();
  t1->SetTextColor(1);
  t1->Draw();
  TLatex* t2=new TLatex(0.7,0.8,"Missing Point");
  t2->SetNDC();
  t2->SetTextColor(2);
  t2->Draw();
  TLatex* t3=new TLatex(0.7,0.75,"Bad Region");
  t3->SetNDC();
  t3->SetTextColor(kGreen+1);
  t3->Draw();
  ceff0->Update();

  TH1F* heff=new TH1F("heff","",260,239.5,499.5);
  for(Int_t imod=0; imod<260;imod++){
    Float_t numer=hGoodPMod->GetBinContent(imod+1)+hBadRegMod->GetBinContent(imod+1)+hOutAccMod->GetBinContent(imod+1)+hNoRefitMod->GetBinContent(imod+1);
    Float_t denom=hAllPMod->GetBinContent(imod+1);
    Float_t eff=0.;
    Float_t erreff=0.;
    if(denom>0){
      eff=numer/denom;
      erreff=TMath::Sqrt(eff*(1-eff)/denom);
    }
    heff->SetBinContent(imod+1,eff);
    heff->SetBinError(imod+1,erreff);
  }

  printf("---- Modules with efficiency < 90%% ----\n");
  heff->SetStats(0);
  TCanvas* ceff1=new TCanvas("ceff1","Efficiency",1000,600);
  heff->Draw();
  heff->GetXaxis()->SetTitle("SDD Module Id");
  heff->GetYaxis()->SetTitle("Fraction of tracks with point in good region");
  for(Int_t ibin=1; ibin<=heff->GetNbinsX(); ibin++){
    Float_t e=heff->GetBinContent(ibin);
    if(e<0.9){
      Int_t iMod=(Int_t)heff->GetBinCenter(ibin);
      Int_t lay,lad,det;
      AliITSgeomTGeo::GetModuleId(iMod,lay,lad,det);
      printf("Module %d - Layer %d Ladder %2d Det %d  -   Eff. %.3f\n",iMod,lay,lad,det,heff->GetBinContent(ibin));
    }
  }
  ceff1->Update();



  hGoodPXloc->SetTitle("");
  hGoodPZloc->SetTitle("");
  hGoodPXloc->SetStats(0);
  hGoodPZloc->SetStats(0);
  hGoodPXloc->SetMinimum(0);
  hGoodPZloc->SetMinimum(0);
  TCanvas* ceff2=new TCanvas("ceff2","LocalCoord",1000,600);
  ceff2->Divide(2,1);
  ceff2->cd(1);
  hGoodPXloc->Draw("e");
  hGoodPXloc->GetXaxis()->SetTitle("Xlocal (cm)");
  hGoodPXloc->GetYaxis()->SetTitle("Number of tracks");
  hMissPXloc->SetLineColor(2);
  hMissPXloc->SetMarkerColor(2);
  hMissPXloc->SetMarkerStyle(22);
  hMissPXloc->SetMarkerSize(0.5);
  hMissPXloc->Draw("psame");
  hBadRegXloc->SetLineColor(kGreen+1);
  hBadRegXloc->SetMarkerColor(kGreen+1);
  hBadRegXloc->SetMarkerStyle(20);
  hBadRegXloc->SetMarkerSize(0.5);
  hBadRegXloc->Draw("psame");
  t1->Draw();
  t2->Draw();
  t3->Draw();
  ceff2->cd(2);
  hGoodPZloc->Draw("e");
  hGoodPZloc->GetXaxis()->SetTitle("Zlocal (cm)");
  hGoodPZloc->GetYaxis()->SetTitle("Number of tracks");
  hMissPZloc->SetLineColor(2);
  hMissPZloc->SetMarkerColor(2);
  hMissPZloc->SetMarkerStyle(22);
  hMissPZloc->SetMarkerSize(0.5);
  hMissPZloc->Draw("psame");
  hBadRegZloc->SetLineColor(kGreen+1);
  hBadRegZloc->SetMarkerColor(kGreen+1);
  hBadRegZloc->SetMarkerStyle(20);
  hBadRegZloc->SetMarkerSize(0.5);
  hBadRegZloc->Draw("psame");
  t1->Draw();
  t2->Draw();
  t3->Draw();
  ceff2->Update();


  
}
Example #17
0
void plotv2sys3(){
  gStyle->SetOptTitle(0);
  gStyle->SetOptStat(0);
  gStyle->SetStripDecimals(0);

  float mpion = 0.13957;
  float mkaon = 0.49368;
  float mproton = 0.93827;
 
  float ptv1[24];
  float eptv1[24], sptv1[24];

  float ptv2[24];
  float eptv2[24], sptv2[24];

  float ptv3[24];
  float eptv3[24], sptv3[24];

  
  float v1mpcs[24], ev1mpcs[24], sv1mpcs[24], av1mpcs[24];
  float v2mpcs[24], ev2mpcs[24], sv2mpcs[24], av2mpcs[24];
  float v3mpcs[24], ev3mpcs[24], sv3mpcs[24], av3mpcs[24];

  ifstream fin1mpcs("run12dAu_fvtx0s_pion_v2_0_5.txt");
  ifstream fin2mpcs("run12dAu_fvtx0s_kaon_v2_0_5.txt");
  ifstream fin3mpcs("run12dAu_fvtx0s_proton_v2_0_5.txt");

  ofstream foutv1("He3Au_0_5_pion_asys_new2.dat");
  ofstream foutv2("He3Au_0_5_kaon_asys_new2.dat");
  ofstream foutv3("He3Au_0_5_proton_asys_new2.dat");

  float tmp;

  ifstream finh("He3Au_0_5_v2_asys_new2.dat");
  for(int i=0; i<13; i++){
    eptv1[i]=0;

    finh>>ptv1[i]>>v1mpcs[i]>>ev1mpcs[i]>>tmp>>tmp;

    cout<<v1mpcs[i]<<endl;
  }
  finh.close();

  TGraphErrors *grmpcs0 = new TGraphErrors(13, ptv1, v1mpcs, eptv1, ev1mpcs);

  float ep=0;//0.05;
  float pileup=0.05;
  float pid=0.02;

  float tmp;
  for(int i=0; i<13; i++){
    if(i<8) pid=0.02;
    else pid=0.05;

    eptv1[i]=0;
    sptv1[i]=0.02;
    fin1mpcs>>ptv1[i]>>v1mpcs[i]>>ev1mpcs[i];
    sv1mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.05**2)*v1mpcs[i];

    float nonflow2 = 0.07/3.0*ptv1[i];
    av1mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.05**2+pileup**2+nonflow2**2)*v1mpcs[i];

    foutv1<<ptv1[i]<<" "<<v1mpcs[i]<<" "<<ev1mpcs[i]<<" "<<sv1mpcs[i]<<" "<<av1mpcs[i]<<endl;
    
    // ptv1[i]= sqrt(ptv1[i]**2+mpion**2)-mpion;
    // ptv1[i] = ptv1[i]/2.0;
    // v1mpcs[i] = v1mpcs[i]/2.0;
    // ev1mpcs[i] = ev1mpcs[i]/2.0;
    // sv1mpcs[i] = sv1mpcs[i]/2.0;
  }
  foutv1.close();
  fin1mpcs.close();

  TGraphErrors *grmpcs1 = new TGraphErrors(13, ptv1, v1mpcs, eptv1, ev1mpcs);
  TGraphErrors *sgrmpcs1 = new TGraphErrors(13, ptv1, v1mpcs, sptv1, sv1mpcs);


  for(int i=0; i<13; i++){
    if(i<8) pid=0.02;
    else pid=0.05;

    eptv2[i]=0;
    sptv2[i]=0.02;
    fin2mpcs>>ptv2[i]>>v2mpcs[i]>>ev2mpcs[i];
    sv2mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.05**2)*v2mpcs[i];

    float nonflow2 = 0.07/3.0*ptv2[i];
    av2mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.05**2+pileup**2+nonflow2**2)*v2mpcs[i];

    foutv2<<ptv2[i]<<" "<<v2mpcs[i]<<" "<<ev2mpcs[i]<<" "<<sv2mpcs[i]<<" "<<av2mpcs[i]<<endl;

    // ptv2[i]= sqrt(ptv2[i]**2+mkaon**2)-mkaon;
    // ptv2[i] = ptv2[i]/2.0;
    // v2mpcs[i] = v2mpcs[i]/2.0;
    // ev2mpcs[i] = ev2mpcs[i]/2.0;
    // sv2mpcs[i] = sv2mpcs[i]/2.0;
  }
  foutv2.close();
  fin2mpcs.close();

  TGraphErrors *grmpcs2 = new TGraphErrors(13, ptv2, v2mpcs, eptv2, ev2mpcs);
  TGraphErrors *sgrmpcs2 = new TGraphErrors(13, ptv2, v2mpcs, sptv2, sv2mpcs);


  
  for(int i=0; i<13; i++){
    if(i<8) pid=0.02;
    else pid=0.05;

    eptv3[i]=0;
    sptv3[i]=0.01;
    fin3mpcs>>ptv3[i]>>v3mpcs[i]>>ev3mpcs[i];
    float nonflow2 = 0.07/3.0*ptv3[i];

    sv3mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.05**2)*v3mpcs[i];
    av3mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.05**2+pileup**2+nonflow2**2)*v3mpcs[i];

    if(i==0){
      sv3mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.10**2)*v3mpcs[i];
      av3mpcs[i]=sqrt(0.02**2+pid**2+ep**2+0.10**2+pileup**2+nonflow2**2)*v3mpcs[i];
    }
    foutv3<<ptv3[i]<<" "<<v3mpcs[i]<<" "<<ev3mpcs[i]<<" "<<sv3mpcs[i]<<" "<<av3mpcs[i]<<endl;

    // ptv3[i]= sqrt(ptv3[i]**2+mproton**2)-mproton;
    // ptv3[i] = ptv3[i]/3.0;
    // v3mpcs[i] = v3mpcs[i]/3.0;
    // ev3mpcs[i] = ev3mpcs[i]/3.0;
    // sv3mpcs[i] = sv3mpcs[i]/3.0;
  }
  foutv3.close();
  fin3mpcs.close();
  TGraphErrors *grmpcs3 = new TGraphErrors(13, ptv3, v3mpcs, eptv3, ev3mpcs);
  TGraphErrors *sgrmpcs3 = new TGraphErrors(13, ptv3, v3mpcs, sptv3, sv3mpcs);

  /*  
  float v2[20], ev2[20], sv2[20];

  ifstream fppg161("v2_pt_dAu_00_05_sys_new.dat");

  for(int i=0; i<13; i++){
    spt[i]=0.05;

    fppg161>>pt[i]>>v2[i]>>ev2[i]>>sv2[i];
  }
  fppg161.close();

  TGraphErrors *grppg161 = new TGraphErrors(10, pt, v2, ept, ev2);
  TGraphErrors *sgrppg161 = new TGraphErrors(10, pt, v2, spt, sv2);
  */
  c1=new TCanvas("c1","c1");
  c1->SetFillColor(10);
  c1->cd();

  gPad->SetLeftMargin(0.13);
  gPad->SetRightMargin(0.04);
  gPad->SetBottomMargin(0.14);
  gPad->SetTopMargin(0.03);
  gPad->SetTicks(1,1);

  TH1F *h = new TH1F("h","h",35, 0, 3.5);
  h->SetMinimum(0.001);
  h->SetMaximum(0.28);
  h->SetMarkerStyle(20);
  h->SetMarkerSize(1.2);

  h->GetYaxis()->SetLabelSize(0.05);
  h->GetXaxis()->SetLabelSize(0.05);


  h->GetYaxis()->SetTitleOffset(1.0);
  h->GetYaxis()->SetTitleSize(0.06);
  h->GetYaxis()->SetTitle("v_{2} (|#eta|<0.35)");

  h->GetXaxis()->SetTitle("p_{T} (GeV/c)");
  h->GetXaxis()->SetTitleOffset(1.1);
  h->GetXaxis()->SetTitleSize(0.05);


  h->GetYaxis()->CenterTitle(kTRUE);
  h->GetXaxis()->CenterTitle(kTRUE);

  h->Draw();

  grmpcs0->SetMarkerStyle(24);
  grmpcs0->SetMarkerSize(1.4);
  grmpcs0->SetMarkerColor(1);
  //grmpcs0->Draw("P");


  grmpcs1->SetMarkerStyle(21);
  grmpcs1->SetMarkerSize(1.4);
  grmpcs1->SetMarkerColor(4);
  grmpcs1->SetLineColor(4);
  grmpcs1->Draw("P");
  
  for(int i=0; i<13; i++){
    double px1 = ptv1[i]-0.05;
    double py1 = v1mpcs[i]+sv1mpcs[i];
    double px2 = ptv1[i]+0.05;
    double py2 = v1mpcs[i]-av1mpcs[i];
    TBox *boxv1 = new TBox(px1,py1,px2,py2);
    //boxv1->SetFillColor(9);
    boxv1->SetFillStyle(0);
    boxv1->SetLineColor(4);
    boxv1->SetLineWidth(1);
    boxv1->Draw("lsame");
  }
  
  
  grmpcs2->SetMarkerStyle(20);
  grmpcs2->SetMarkerSize(1.4);
  grmpcs2->SetMarkerColor(6);
  grmpcs2->SetLineColor(6);
  grmpcs2->Draw("P");
  
  for(int i=0; i<13; i++){
    double px1 = ptv2[i]-0.05;
    double py1 = v2mpcs[i]+sv2mpcs[i];
    double px2 = ptv2[i]+0.05;
    double py2 = v2mpcs[i]-av2mpcs[i];
    TBox *boxv2 = new TBox(px1,py1,px2,py2);
    //boxv2->SetFillColor(4);
    boxv2->SetFillStyle(0);
    boxv2->SetLineColor(6);
    boxv2->SetLineWidth(1);
    boxv2->Draw("lsame");
  }
  
  grmpcs3->SetMarkerStyle(22);
  grmpcs3->SetMarkerSize(1.4);
  grmpcs3->SetMarkerColor(2);
  grmpcs3->SetLineColor(2);
  grmpcs3->Draw("P");
  
  for(int i=0; i<13; i++){
    double px1 = ptv3[i]-0.05;
    double py1 = v3mpcs[i]+sv3mpcs[i];
    double px2 = ptv3[i]+0.05;
    double py2 = v3mpcs[i]-av3mpcs[i];
    TBox *boxv3 = new TBox(px1,py1,px2,py2);
    //boxv3->SetFillColor(4);
    boxv3->SetFillStyle(0);
    boxv3->SetLineColor(2);
    boxv3->SetLineWidth(1);
    boxv3->Draw("lsame");
  }
  
  TLegend *leg2 = new TLegend(0.14,0.88,0.40,0.94);
  leg2->SetFillColor(10);
  leg2->SetLineStyle(4000);
  leg2->SetLineColor(10);
  leg2->SetLineWidth(0.);
  leg2->SetTextSize(0.05);
  leg2->SetBorderSize(0);
  leg2->AddEntry(grmpcs1,"0-5% ^{3}He+Au 200 GeV","");
  leg2->Draw();

  TLegend *leg1 = new TLegend(0.16,0.62,0.40,0.85);
  leg1->SetFillColor(10);
  leg1->SetLineStyle(4000);
  leg1->SetLineColor(10);
  leg1->SetLineWidth(0.);
  leg1->SetTextSize(0.05);
  leg1->SetBorderSize(0);
  //leg1->AddEntry(grmpcs1,"0-5% ^{3}He+Au 200 GeV","");
  leg1->AddEntry(grmpcs1,"#pi^{+}+#pi^{-}","P");
  leg1->AddEntry(grmpcs2,"K^{+}+K^{-}","P");
  leg1->AddEntry(grmpcs3,"p+#bar{p}","P");
  
  leg1->Draw();

}
void BkgDemo_Diplot(TCanvas* c, TH1F** h, TLegend* l1, TLegend* l2){
		//Make a split canvas, comparison of methods and tag above, bkg subtracted tag below
//	printf("\nDo BkgDemo_Diplot for canvas %s\n",c->GetName());
//	printf("integrals stage1: tag %f usb %f lsb %f\n",h[1]->Integral(),h[5]->Integral(),h[6]->Integral());

	
	TLatex * TEX_CMSPrelim;
	if(preliminary) TEX_CMSPrelim = new TLatex(0.177136,0.953368,"CMS Preliminary"); 
	else TEX_CMSPrelim = new TLatex(0.177136,0.953368,"CMS"); 
	PrettyLatex(TEX_CMSPrelim,0.03);
	TLatex * TEX_E_TeV = new TLatex(0.800251,0.953368,"#sqrt{s} = 8 TeV");
	PrettyLatex(TEX_E_TeV,0.03);
	TLatex * TEX_lumi_fb = new TLatex(0.621859,0.953368,Form("#intL dt = %.1f fb^{-1}",Integrated_Luminosity_Data));
	PrettyLatex(TEX_lumi_fb,0.03);
	string sp1 = string(c->GetName())+"_p1";
	string sp2 = string(c->GetName())+"_p2";
    TPad *p1 = new TPad((char*)sp1.c_str(),"",0.,0.3,1.,1.);
    p1->SetBottomMargin(0);
    p1->cd();
//	c->Divide(1,2);
//	c->cd(1);
	PrettyHist(h[3],kRed);
	PrettyHist(h[5],kBlue);
	PrettyHist(h[1]);
	PrettyHist(h[6],kGreen);
	//PrettyHist(h[3],kRed);
	PrettyHist(h[7],kTeal);
PrettyBlock2(h[5],kBlue,3354,2);
	//PrettyBlock(h[5],kBlue,string("//thatch"));//PrettyMarker(h[5],kBlue,4);
	PrettyMarker(h[1]);
PrettyBlock2(h[6],kGreen,3345,2);
	//PrettyBlock(h[6],kGreen,string("\\thatch"));//PrettyMarker(h[6],kGreen,4);
	//PrettyMarker(h[3],kRed);
	PrettyMarker(h[7],kTeal);
//	h[5]->Scale(mHwidth/sidebandwidth);//lsb scaled
//	h[6]->Scale(mHwidth/sidebandwidth);//usb scaled
//	printf("integrals stage2: tag %f usb %f lsb %f\n",h[1]->Integral(),h[5]->Integral(),h[6]->Integral());
//	printf("ranges maximi before setrange tag %f lsb %f, usb %f\n",h[1]->GetMaximum(),h[5]->GetMaximum(),h[6]->GetMaximum());
//	printf("integrals stage3: tag %f usb %f lsb %f\n",h[1]->Integral(),h[5]->Integral(),h[6]->Integral());
//	printf("ranges maximi before after tag %f lsb %f usb %f\n",h[1]->GetMaximum(),h[5]->GetMaximum(),h[6]->GetMaximum());
	h[3]->SetFillStyle(0);//open rectangle
	h[3]->SetLineColor(kRed);
	h[3]->SetLineWidth(4);

	h[6]->SetMinimum(0.0);
	//float linmax = h[6]->GetMaximum();
	//float linmin = h[6]->GetMinimum();
	playNiceWithLegend(h[6],0.30,0.0);
	playNiceWithLegend(h[3],0.30,0.0);
	playNiceWithLegend(h[5],0.30,0.0);
	playNiceWithLegend(h[1],0.30,0.0);
	SameRange(h[3],h[1]);
	SameRange(h[3],h[5],h[6]);
	SameRange(h[3],h[1]);
	h[3]->Draw("e2p");
	h[5]->Draw("e2psame");
	h[6]->Draw("e2psame");
	h[3]->Draw("e2psame");
	//if(showTag) h[1]->Draw("e1psame");//tag
	TPad *p2 = new TPad((char*)sp2.c_str(),"",0.,0.125,1.,0.3);
    p2->SetTopMargin(0);
    p2->cd();
//	c->cd(2);
	TAxis * x = h[7]->GetXaxis();
	TAxis * y = h[7]->GetYaxis();
	float fontsize = 0.25;
	float fontsizeY = 0.10;
	x->SetTitleSize(fontsize);
	y->SetTitleSize(fontsizeY);
	x->SetLabelSize(fontsize);
	y->SetLabelSize(fontsizeY);

	h[7]->GetYaxis()->SetRangeUser(0.,2.);
	h[7]->Draw("e1p");
	TLine *OneLine = new TLine(x->GetXmin(),1.0,x->GetXmax(),1.0);
	OneLine->SetLineColor(kBlack);
	OneLine->SetLineWidth(2);
	OneLine->SetLineStyle(7);//dashed.
	OneLine->Draw("same");
	h[7]->Draw("e1psame");
	
	p1->cd();
//  c->cd(1);
	if(showTag) l1->AddEntry(h[1],"Higgs Mass Region");
        TH1F * box = new TH1F("box","asdf",1,0,1);
        box->SetMarkerColor(kRed);
        box->SetMarkerStyle(25);
        box->SetMarkerSize(2);
        box->SetLineColor(0);
	l1->AddEntry(box,"Data Driven Background");
	l1->AddEntry(h[5],"Lower Mass Sideband");
	l1->AddEntry(h[6], "Upper Mass Sideband");
	l1->Draw("same");
        TEX_CMSPrelim->Draw("same");
        TEX_E_TeV->Draw("same");
        TEX_lumi_fb->Draw("same");
	p2->cd();
		//c->cd(2);
	l2->SetTextSize(fontsize*0.8);
	l2->AddEntry(h[7],"Lower/Upper Sideband Ratio");
	l2->Draw("same");
    c->cd();
	p1->Draw();
	p2->Draw();
}
Example #19
0
void Plots(TString plots="4Jets", TString sys="", bool EvtNorm=false){
  
  /****************
        Style
  ****************/
  gROOT->SetStyle("Plain");
  gStyle->SetOptFit(1000);
  gStyle->SetOptStat("emruo");
  gStyle->SetOptStat(kFALSE);
  gStyle->SetPadTickY(1);
  gStyle->SetPadTickX(1);
  
  gROOT->ProcessLine(".L /home/brochero/ttbar/TopCodeljets/tdrStyle.C");
  setTDRStyle();
  
  Int_t chatch = 1756;
  TColor *color = new TColor(chatch, 0.3, 0.5, 0.5, "", 0.45); // alpha = 0.5
  TString files  = dirnameIn + fl;  
  
  /****************
       Channel
  ****************/
  TString channel[3];
  channel[0] = "mujets";
  channel[1] = "ejets";  
  channel[2] = "lepjet"; 
  
 
  /****************
        Data
  ****************/ 
  std::vector<histos> DataMu;
  DataMu = loadhistograms(plots, files + "_DataSingleMu");
  std::vector<histos> DataEG;
  DataEG = loadhistograms(plots, files + "_DataSingleEG");
  std::vector<histos> Data;
  Data = addhistograms(DataMu, DataEG);
  setuphistograms(Data, kBlack);

  /****************
    ttbar Signal
  ****************/ 
  std::vector<histos> ttbar_0;
  ttbar_0 = loadhistograms(plots, files + "_ttbar-PowhegPythia");
  setuphistograms(ttbar_0, kRed+1);

  std::vector<histos> ttbar_1;
  ttbar_1 = loadhistograms(plots, files + "_ttbar-MCatNLO");
  setuphistograms(ttbar_1, kRed+2);

  std::vector<histos> ttbar_2;
  ttbar_2 = loadhistograms(plots, files + "_ttbar-Madgraph");
  setuphistograms(ttbar_2, kRed+3);

  /****************
       Z+Jets
  ****************/ 
  std::vector<histos> ZJets;
  ZJets = loadhistograms(plots, files + "_ZJets");
  setuphistograms(ZJets, kAzure-2);

  /****************
         VV
  ****************/ 
  std::vector<histos> WW;
  WW = loadhistograms(plots, files + "_WW");
  std::vector<histos> WZ;
  WZ = loadhistograms(plots, files + "_WZ");
  std::vector<histos> ZZ;
  ZZ = loadhistograms(plots, files + "_ZZ");
  std::vector<histos> VV;
  VV = addhistograms(WW, WZ);
  VV = addhistograms(VV, ZZ);
  setuphistograms(VV, kYellow-3);

  /****************
     Single Top
  ****************/ 
  std::vector<histos> tW;
  tW = loadhistograms(plots, files + "_tW");
  std::vector<histos> tbarW;
  tbarW = loadhistograms(plots, files + "_tbarW");
  std::vector<histos> t_tch;
  t_tch = loadhistograms(plots, files + "_t-tchannel");
  std::vector<histos> tbar_tch;
  tbar_tch = loadhistograms(plots, files + "_tbar-tchannel");
  std::vector<histos> Single_top;
  Single_top = addhistograms(tW, tbarW);
  Single_top = addhistograms(Single_top, t_tch);
  Single_top = addhistograms(Single_top, tbar_tch);
  setuphistograms(Single_top, kPink-3);

  /****************
       W+Jets
  ****************/ 
  std::vector<histos> WJets;
  WJets = loadhistograms(plots, files + "_WJets");
  setuphistograms(WJets, kGreen-3);

  /****************
     ttbar Bkg
  ****************/ 
  std::vector<histos> ttbar_bkg;
  ttbar_bkg = loadhistograms(plots, files + "_ttbar-PowhegPythiaBkg");
  setuphistograms(ttbar_bkg, kViolet-3);

  /****************
        QCD
  ****************/ 
  std::vector<histos> QCD;
  QCD = loadhistograms(plots, files + "_QCD-MuEnr");
  setuphistograms(QCD, kOrange-3);

  /****************
       Stacks
  ****************/ 
  std::vector<histos> Stack_bkg;
  std::vector<histos> Stack;
  histos st_bkg;
  histos st;
  for(unsigned int h=0; h<WJets.size(); h++){
    TString variable;
    for(int ch=0; ch<3; ch++){
      st.mc[ch]     = new THStack(variable, "");
      st_bkg.mc[ch] = new THStack(variable, "");
      st.mc[ch]->SetHistogram( (TH1F*)WJets[h].hist[ch]->Clone());
      st_bkg.mc[ch]->SetHistogram( (TH1F*)WJets[h].hist[ch]->Clone());
    }
    Stack.push_back(st);
    Stack_bkg.push_back(st_bkg);
  }
  
  //-------------------------------------------------------
  // Background Stack
  Stack_bkg = addstack(Stack_bkg, WJets);
  Stack_bkg = addstack(Stack_bkg, QCD);
  Stack_bkg = addstack(Stack_bkg, Single_top);
  Stack_bkg = addstack(Stack_bkg, VV);
  Stack_bkg = addstack(Stack_bkg, ttbar_bkg);
  Stack_bkg = addstack(Stack_bkg, ZJets);

  //-------------------------------------------------------
  // Stack
  Stack = addstack(Stack, WJets);
  Stack = addstack(Stack, QCD);
  Stack = addstack(Stack, Single_top);
  Stack = addstack(Stack, VV);
  Stack = addstack(Stack, ttbar_bkg);
  Stack = addstack(Stack, ZJets);
  Stack = addstack(Stack, ttbar_0);

  //-------------------------------------------------------
  // other ttbar Generators
  ttbar_1 = addhistograms(ttbar_1, Stack_bkg);
  ttbar_2 = addhistograms(ttbar_2, Stack_bkg);

  
  /****************
     Draw Histos
  ****************/ 
  TCanvas *histocanvas;
  histocanvas = new TCanvas("plots", "Plots");
  
  for(unsigned int h=0; h<WJets.size(); h++){
    for(int ch=0; ch<3; ch++){
      
      histocanvas->Divide(1,2);
      
      TPad    *pad[2];
      //Plot Pad
      pad[0] = (TPad*)histocanvas->GetPad(1);
      pad[0]->SetPad(0.01, 0.23, 0.99, 0.99);
      pad[0]->SetTopMargin(0.1);
      pad[0]->SetRightMargin(0.04);
      
      //Ratio Pad
      pad[1] = (TPad*)histocanvas->GetPad(2);
      pad[1]->SetPad(0.01, 0.02, 0.99, 0.3);
      gStyle->SetGridWidth(0.5);
      gStyle->SetGridColor(14);
      pad[1]->SetGridx();
      pad[1]->SetGridy();
      pad[1]->SetTopMargin(0.05);
      pad[1]->SetBottomMargin(0.4);
      pad[1]->SetRightMargin(0.04);
      
      //-------------------------------------------------------
      // Stack
      pad[0]->cd();

      Stack[h].mc[ch]->Draw("hist");

      Stack[h].mc[ch]->GetYaxis()->SetTitle("Events");
      Stack[h].mc[ch]->GetYaxis()->SetTitleOffset(1.2);
      Stack[h].mc[ch]->GetYaxis()->SetTitleSize(0.07);
      Stack[h].mc[ch]->GetYaxis()->SetLabelSize(0.055);
      Stack[h].mc[ch]->GetYaxis()->SetNdivisions(607);
      //Stack[h].mc[ch]->GetYaxis()->SetLabelSize(0.05);
      TGaxis *hYaxis = (TGaxis*)Stack[h].mc[ch]->GetYaxis();
      //hYaxis->SetMaxDigits(3);
      Stack[h].mc[ch]->GetXaxis()->SetLabelSize(0.0);
      Stack[h].mc[ch]->GetXaxis()->SetTitle("");

      float maxh = Data[h].hist[ch]->GetMaximum();
      if(maxh < Stack[h].mc[ch]->GetMaximum()) maxh = Stack[h].mc[ch]->GetMaximum();
      Stack[h].mc[ch]->SetMaximum(1.7*maxh);
      
      //-------------------------------------------------------
      // Band error
      TGraphErrors *thegraph = new TGraphErrors(Stack[h].hist[ch]);
      thegraph->SetName("thegraph");
      thegraph->SetFillStyle(1001);
      thegraph->SetFillColor(chatch);
      thegraph->SetLineColor(chatch);

      thegraph->Draw("e2SAME");

      //-------------------------------------------------------
      // Other ttbar generators
      ttbar_1[h].hist[ch]->SetLineColor(6);
      ttbar_1[h].hist[ch]->SetLineStyle(2);
      ttbar_1[h].hist[ch]->SetFillColor(0);
      ttbar_1[h].hist[ch]->Draw("histoSAME");

      ttbar_2[h].hist[ch]->SetLineColor(8);
      ttbar_2[h].hist[ch]->SetLineStyle(4);
      ttbar_2[h].hist[ch]->SetFillColor(0);
      ttbar_2[h].hist[ch]->Draw("histoSAME");
      //-------------------------------------------------------
      // Data Histogram
      Data[h].hist[ch]->SetMarkerStyle(20);
      Data[h].hist[ch]->SetMarkerSize(0.7);

      Data[h].hist[ch]->Draw("SAME");

      /***********************
             Legends
      ***********************/
      TLegend *leg;
      float legx1=0.76;
      float legy1=0.54;
      float legx2=0.90;
      float legy2=0.87;
      leg = new TLegend(legx1,legy1,legx2,legy2);
      leg->SetFillColor(0);
      leg->SetLineColor(1);
      leg->SetTextFont(62);
      leg->SetTextSize(0.03);

      leg->AddEntry(Data[h].hist[ch],"Data","PL");
      leg->AddEntry(ttbar_0[h].hist[ch],"t#bar{t} Signal","F");
      leg->AddEntry(ZJets[h].hist[ch],"Z+Jets","F");
      leg->AddEntry(ttbar_bkg[h].hist[ch],"t#bar{t} Bkg","F");
      leg->AddEntry(VV[h].hist[ch],"VV","F");
      leg->AddEntry(Single_top[h].hist[ch],"Single t","F");
      leg->AddEntry(QCD[h].hist[ch],"QCD","F");
      leg->AddEntry(WJets[h].hist[ch],"W+Jets","F");
      leg->AddEntry("thegraph","Uncertainty","F");
      leg->AddEntry((TObject*)0,"","");
      leg->AddEntry(ttbar_1[h].hist[ch],"[email protected]","L");
      leg->AddEntry(ttbar_2[h].hist[ch],"Madgraph","L");

      leg->Draw("SAME");
      //-------------------------------------------------------
      // CMS
      TString htitleCMSChannel[3];
      htitleCMSChannel[0] = "#mu^{#pm}+jets channel";
      htitleCMSChannel[1] = "e^{#pm}+jets channel";
      htitleCMSChannel[2] = "l^{#pm}+jets channel";
      
      titlePr  = new TLatex(-20.,50.,"Preliminary");
      titlePr->SetNDC();
      titlePr->SetTextAlign(12);
      titlePr->SetX(0.25);
      titlePr->SetY(0.93);
      titlePr->SetTextColor(2);
      titlePr->SetTextFont(42);
      titlePr->SetTextSize(0.05);
      titlePr->SetTextSizePixels(24);
      titlePr->Draw("SAME");
      
      title  = new TLatex(-20.,50.,"CMS #sqrt{s} = 13TeV, L = 42 pb^{-1}(50ns)");
      title->SetNDC();
      title->SetTextAlign(12);
      title->SetX(0.20);
      title->SetY(0.83);
      title->SetTextFont(42);
      title->SetTextSize(0.05);
      title->SetTextSizePixels(24);
      title->Draw("SAME");
      
      chtitle  = new TLatex(-20.,50.,htitleCMSChannel[ch]);
      chtitle->SetNDC();
      chtitle->SetTextAlign(12);
      chtitle->SetX(0.20);
      chtitle->SetY(0.75);
      chtitle->SetTextFont(42);
      chtitle->SetTextSize(0.05);
      chtitle->SetTextSizePixels(24);
      chtitle->Draw("SAME");

      /***********************
               Ratio
      ***********************/    
      pad[1]->cd();
      
      //-------------------------------------------------------
      //Graph Ratio Clone
      TH1F *Ratio;
      Ratio = (TH1F*)Data[h].hist[ch]->Clone();
      Ratio->Divide(Stack[h].hist[ch]);

      TH1F *RatioSyst;
      RatioSyst = (TH1F*)Data[h].hist[ch]->Clone();
      RatioSyst->Divide(Stack[h].hist[ch]); // Should be the histogram with the Total Syst. Unc.
      std::vector<double> ratioContent;
      for(unsigned int b_r = 1; b_r <= RatioSyst->GetNbinsX(); b_r++){
	RatioSyst->SetBinContent(b_r,1.0);
	//RatioSyst->SetBinError(b_r,0.15); // Tempotal!!!
      }      

      Ratio->SetMarkerStyle(20);
      Ratio->SetMarkerSize(0.5);
      Ratio->SetMarkerColor(1);
      Ratio->SetLineColor(1);
      Ratio->SetLineWidth(1);
      Ratio->SetMaximum(2);
      Ratio->SetMinimum(0);
      Ratio->SetTitle("");
      
      Ratio->GetYaxis()->SetTitle("Obs/Exp");
      Ratio->GetYaxis()->CenterTitle();
      Ratio->GetYaxis()->SetTitleOffset(0.45);
      Ratio->GetYaxis()->SetTitleSize(0.16);
      Ratio->GetYaxis()->SetLabelSize(0.15);
      Ratio->GetYaxis()->SetNdivisions(402);
      Ratio->GetXaxis()->SetNdivisions(509);
      Ratio->GetXaxis()->SetTitleOffset(1.1);
      Ratio->GetXaxis()->SetLabelSize(0.20);
      Ratio->GetXaxis()->SetTitleSize(0.16);
      
      Ratio->SetMinimum(0.6);
      Ratio->SetMaximum(1.4);
      
      TGraphErrors *thegraphRatioSyst = new TGraphErrors(RatioSyst);
      thegraphRatioSyst->SetFillStyle(1001);
      thegraphRatioSyst->SetFillColor(chatch);
      thegraphRatioSyst->SetName("thegraphRatioSyst");
      
      //-------------------------------------------------------
      //Graph Ratio other ttbar generators
      TH1F *Ratio_1;
      Ratio_1 = (TH1F*)Data[h].hist[ch]->Clone();
      Ratio_1->Divide(ttbar_1[h].hist[ch]);
      Ratio_1->SetLineColor(6);
      Ratio_1->SetLineStyle(2);
      Ratio_1->SetLineWidth(2);
      Ratio_1->SetFillColor(0);

      TH1F *Ratio_2;
      Ratio_2 = (TH1F*)Data[h].hist[ch]->Clone();
      Ratio_2->Divide(ttbar_2[h].hist[ch]);
      Ratio_2->SetLineColor(8);
      Ratio_2->SetLineStyle(4);
      Ratio_2->SetLineWidth(2);
      Ratio_2->SetFillColor(0);

      //-------------------------------------------------------
      // Draw Ratios
      Ratio->Draw();
      thegraphRatioSyst->Draw("e2");
      Ratio->Draw("histpSAME");
      Ratio_1->Draw("histSAME");
      Ratio_2->Draw("histSAME");
            
      /***********************
            Save Histos
      ***********************/    
      TString dirfigname_pdf=dirnameIn + "figures_" + fl + "/pdf/";
      // make a dir if it does not exist!!
      gSystem->mkdir(dirfigname_pdf,       kTRUE);
      histocanvas->SaveAs(dirfigname_pdf + WJets[h].hist[ch]->GetName() + ".pdf");
      
      // clear Canvas
      histocanvas->Clear();    

    }
  }
  
} //end Plots.C
Example #20
0
int main(int argc, char** argv){

 ///==================================================
 ///==== Draw Distribution with and without scale ====
 ///==================================================

 ///===============================================================================
 gROOT->Reset();
 gROOT->SetStyle("Plain");
 gStyle->SetPalette(1);
 gStyle->SetOptStat(0);
 gStyle->SetOptFit(0);

 const Int_t __NRGBs = 5;
 const Int_t __NCont = 76;
 Double_t __stops[__NRGBs] = { 0.00, 0.34, 0.61, 0.84, 1.00 };
 Double_t __red[__NRGBs]   = { 0.00, 0.00, 0.87, 1.00, 0.51 };
 Double_t __green[__NRGBs] = { 0.00, 0.81, 1.00, 0.20, 0.00 };
 Double_t __blue[__NRGBs]  = { 0.51, 1.00, 0.12, 0.00, 0.00 };

 TColor::CreateGradientColorTable(__NRGBs, __stops, __red, __green, __blue, __NCont);
 gStyle->SetNumberContours(__NCont);
 ///===============================================================================
 

 if(argc != 2)
 {
  std::cerr << ">>>>> analysis.cpp::usage: " << argv[0] << " configFileName" << std::endl ;
  return 1;
 }

 // Parse the config file
 parseConfigFile (argv[1]) ;

 std::string treeNameDATA  = gConfigParser -> readStringOption("InputDATA::treeName");
 std::string inputFileDATA = gConfigParser -> readStringOption("InputDATA::inputFile");
 double luminosity = gConfigParser -> readDoubleOption("InputDATA::luminosity");
 std::cout << ">>>>> InputDATA::treeName   " << treeNameDATA  << std::endl;
 std::cout << ">>>>> InputDATA::inputFile  " << inputFileDATA  << std::endl;
 std::cout << ">>>>> InputDATA::luminosity " << luminosity  << std::endl;

 std::string treeNameMC  = gConfigParser -> readStringOption("InputMC::treeName");
 std::vector< std::string > inputFileMC = gConfigParser -> readStringListOption("InputMC::inputFile");
 std::vector< std::string > inputSampleMC = gConfigParser -> readStringListOption("InputMC::nameSample");
 std::vector< double > xSecAndEfficiency = gConfigParser -> readDoubleListOption("InputMC::xsecEff");

 std::cout << ">>>>> InputMC::treeName  " << treeNameMC  << std::endl;
 std::cout << ">>>>> InputMC::inputFile size " << inputFileMC.size()  << std::endl;
 if (inputFileMC.size() != xSecAndEfficiency.size() || inputFileMC.size() != inputSampleMC.size()) {
     std::cerr << " >>>> Error: different number of samples and cross sections" << std::endl;
     return 0;
    }
 int nMC = inputFileMC.size();
 for (int iMC = 0; iMC < nMC; iMC++) {
    std::cout << ">>>>> InputMC::inputFile[" << iMC << "] = " << inputSampleMC.at(iMC) << " => " << inputFileMC.at(iMC)  << " : " << xSecAndEfficiency.at(iMC) << " : " << luminosity * xSecAndEfficiency.at(iMC) << std::endl;
 }


 int binX = gConfigParser -> readIntOption("Options::binX");
 double minX = gConfigParser -> readDoubleOption("Options::minX");
 double maxX = gConfigParser -> readDoubleOption("Options::maxX");
 std::string variableX = gConfigParser -> readStringOption("Options::variableX");
 std::cout << ">>>>> Options::binX      " << binX  << std::endl;
 std::cout << ">>>>> Options::minX      " << minX  << std::endl;
 std::cout << ">>>>> Options::maxX      " << maxX  << std::endl;
 std::cout << ">>>>> Options::variableX " << variableX.c_str() << std::endl;

 int binY = gConfigParser -> readIntOption("Options::binY");
 double minY = gConfigParser -> readDoubleOption("Options::minY");
 double maxY = gConfigParser -> readDoubleOption("Options::maxY");
 std::string variableY = gConfigParser -> readStringOption("Options::variableY");
 std::cout << ">>>>> Options::binY      " << binY  << std::endl;
 std::cout << ">>>>> Options::minY      " << minY  << std::endl;
 std::cout << ">>>>> Options::maxY      " << maxY  << std::endl;
 std::cout << ">>>>> Options::variableY " << variableY.c_str() << std::endl;
 
 int binRatio = gConfigParser -> readIntOption("Options::binRatio");
 double minRatio = gConfigParser -> readDoubleOption("Options::minRatio");
 double maxRatio = gConfigParser -> readDoubleOption("Options::maxRatio");
 std::cout << ">>>>> Options::minRatio      " << minRatio  << std::endl;
 std::cout << ">>>>> Options::maxRatio      " << maxRatio  << std::endl;
 
 
 std::string outputFile = gConfigParser -> readStringOption("Output::outputFile");
 std::cout << ">>>>> Output::outputFile  " << outputFile  << std::endl;


//  TString AdditionalCut = Form("eta > 1.5");// || eta < -1.5)");// && eleFBrem<0.5");
 TString AdditionalCut = Form("eta < -1.5");// || eta < -1.5)");// && eleFBrem<0.5");
//  TString AdditionalCut = Form("(eta > 1.5 || eta < -1.5)");// && abs(eleFBrem)<1");
 
 
 
 EColor vColor[100] = {
  kBlue,(EColor)(kBlue+1),(EColor) (kBlue+2),
  kRed,(EColor) (kRed+1),(EColor) (kRed+2),
  kGreen,(EColor) (kGreen+1),(EColor) (kGreen+2),
  kTeal,(EColor) (kTeal+1),
  kOrange,(EColor) (kOrange+1),
  kMagenta,(EColor) (kMagenta+1),(EColor) (kViolet),(EColor) (kYellow),(EColor) (kGray)};
 
 ///==== DATA ====
 TFile* fileInDATA = new TFile(inputFileDATA.c_str(),"READ");

 ///==== W ====
 TFile* fileInMC[nMC];
 for (int iMC = 0; iMC < nMC; iMC++) {
    fileInMC[iMC] = new TFile(inputFileMC.at(iMC).c_str(),"READ");
 }

 ///==== output ====
 TFile* outFile = new TFile(outputFile.c_str(),"RECREATE");
 outFile->cd();


 ///==== Prepare input trees ====
 TLegend* leg = new TLegend(0.55,0.7,0.95,0.95);
 leg->SetFillColor(0);

 TLegend* legDown = new TLegend(0.55,0.1,0.95,0.35);
 legDown->SetFillColor(0);

 TTree* MyTreeDATA = (TTree*) fileInDATA->Get(treeNameDATA.c_str());
 int initialNumber;
 TH2F* HistoDATA = new TH2F("DATA","DATA",binX,minX,maxX,binY,minY,maxY);
 TH1F* HistoRatioDATA = new TH1F("RatioDATA","RatioDATA",binRatio,minRatio,maxRatio);
 TString DrawDATA = Form("%s:%s >> DATA",variableY.c_str(),variableX.c_str());
 MyTreeDATA->Draw(DrawDATA.Data(),AdditionalCut.Data());
 HistoDATA->SetMarkerSize(1);
 HistoDATA->SetMarkerStyle(20); 
 HistoDATA->GetXaxis()->SetTitle(variableX.c_str());
 HistoDATA->GetYaxis()->SetTitle(variableY.c_str());
 leg->AddEntry(HistoDATA,HistoDATA->GetTitle(),"p");
 legDown->AddEntry(HistoDATA,HistoDATA->GetTitle(),"p");

 DrawDATA = Form("(%s) / (%s) >> RatioDATA",variableY.c_str(),variableX.c_str());
 MyTreeDATA->Draw(DrawDATA.Data(),AdditionalCut.Data());
 HistoRatioDATA->SetMarkerSize(1);
 HistoRatioDATA->SetMarkerStyle(20); 
 HistoRatioDATA->GetXaxis()->SetTitle(Form("(%s)/(%s)",variableY.c_str(),variableX.c_str()));
 
 TH2F* HistoMC[nMC];
 TH1F* HistoRatioMC[nMC];

 TH2F* HistoMC_SUM = new TH2F("HistoMC_SUM","HistoMC_SUM",binX,minX,maxX,binY,minY,maxY);
 TH1F* HistoRatioMC_SUM = new TH1F("HistoRatioMC_SUM","HistoRatioMC_SUM",binRatio,minRatio,maxRatio);
 
 SetColorAndStyleHisto(*(HistoRatioMC_SUM),kBlue); 
 
 TTree* MyTreeMC[nMC];
 THStack* hsMC = new THStack("hsMC","hsMC");
 
 double MC_Expected = 0;
 
 for (int iMC = 0; iMC < nMC; iMC++) {
// for (int iMC = nMC-1; iMC >= 0; iMC--) {
  MyTreeMC[iMC] = (TTree*) fileInMC[iMC]->Get(treeNameMC.c_str());
  MyTreeMC[iMC]->SetBranchAddress("initialNumber",&initialNumber);
  MyTreeMC[iMC]->GetEntry(0);
  xSecAndEfficiency.at(iMC) = xSecAndEfficiency.at(iMC) / initialNumber; ///==== normalize to initial number of events
  HistoMC[iMC] = new TH2F(inputSampleMC.at(iMC).c_str(),inputSampleMC.at(iMC).c_str(),binX,minX,maxX,binY,minY,maxY);
  HistoRatioMC[iMC] = new TH1F(Form("%s_Ratio",inputSampleMC.at(iMC).c_str()),Form("%s_Ratio",inputSampleMC.at(iMC).c_str()),binRatio,minRatio,maxRatio);
  
  TString Draw = Form("%s:%s >> %s",variableY.c_str(),variableX.c_str(),inputSampleMC.at(iMC).c_str());
  MyTreeMC[iMC]->Draw(Draw.Data(),AdditionalCut.Data());

  Draw = Form("(%s) / (%s) >> %s",variableY.c_str(),variableX.c_str(),Form("%s_Ratio",inputSampleMC.at(iMC).c_str()));
  MyTreeMC[iMC]->Draw(Draw.Data(),AdditionalCut.Data());  
  HistoRatioMC[iMC]->GetXaxis()->SetTitle(Form("(%s)/(%s)",variableY.c_str(),variableX.c_str()));
  
  std::cout << ">>>>>> " << inputSampleMC.at(iMC) << " : " << xSecAndEfficiency.at(iMC) << " : " << luminosity << " : " << HistoMC[iMC]->GetEntries() << " = " << luminosity * xSecAndEfficiency.at(iMC) * HistoMC[iMC]->GetEntries() << std::endl;
  std::cout << "    >> " << Draw.Data() << std::endl;
  std::cout << "    >> " << HistoMC[iMC]->GetEntries() << " Entries" << std::endl;
 
  MC_Expected += luminosity * xSecAndEfficiency.at(iMC) * HistoMC[iMC]->GetEntries();
  
  HistoMC[iMC]->Scale(luminosity * xSecAndEfficiency.at(iMC)); // / HistoMC[iMC]->GetEntries());
  HistoRatioMC[iMC]->Scale(luminosity * xSecAndEfficiency.at(iMC)); // / HistoMC[iMC]->GetEntries());
  
  SetColorAndStyleHisto(*(HistoMC[iMC]),vColor[iMC]);
  SetColorAndStyleHisto(*(HistoRatioMC[iMC]),vColor[iMC]);
  
  HistoMC[iMC]->GetXaxis()->SetTitle(variableX.c_str());
  HistoMC[iMC]->GetYaxis()->SetTitle(variableY.c_str());
  
  HistoMC_SUM->Add(HistoMC[iMC]);
  HistoMC_SUM->GetXaxis()->SetTitle(variableX.c_str());
  HistoMC_SUM->GetYaxis()->SetTitle(variableY.c_str());
  
  HistoRatioMC_SUM->Add(HistoRatioMC[iMC]);
  HistoRatioMC_SUM->GetXaxis()->SetTitle(Form("(%s)/(%s)",variableY.c_str(),variableX.c_str()));
  
  hsMC->Add(HistoMC[iMC]);
  if (iMC == 0) hsMC->Add(HistoMC[iMC]);
  leg->AddEntry(HistoMC[iMC],HistoMC[iMC]->GetTitle(),"f");
  legDown->AddEntry(HistoMC[iMC],HistoMC[iMC]->GetTitle(),"f");
 }
  
  
 ///==== make fit ====
 
 TH1D* htemp_prof = smartGausProfileXSQRTN(HistoDATA,2);  
 TGraphErrors grH = buildGEfromH_Personalized(*htemp_prof);
 grH.SetMarkerStyle(22);
 grH.SetMarkerSize(0.7);
 grH.SetMarkerColor(kBlue);
 grH.SetFillColor(kBlue);
 grH.SetFillStyle(3335);
 grH.SetLineWidth(1);
 grH.SetLineColor(kBlue);
 grH.GetXaxis()->SetTitle(variableX.c_str());
 grH.GetYaxis()->SetTitle(variableY.c_str());
 

 ///----------------------
 ///---- Plot results ----
 ///----------------------
 std::cerr << " MC expected : DATA = " << MC_Expected << " : " << HistoDATA->GetEntries() << std::endl;
 
 std::cerr << " HistoDATA->GetMaximum() = " << HistoDATA->GetMaximum() << std::endl;
 std::cerr << " HistoDATA->GetEntries() = " << HistoDATA->GetEntries() << std::endl;
 outFile->cd();
 
 TCanvas cResultDistro("cResultDistro","cResultDistro",900,900);
 cResultDistro.Divide(2,2);
 cResultDistro.cd(1);
 HistoDATA->DrawClone("colz");
 gPad->SetGrid();
 TString tLumiName = Form("#int L = %.4f pb^{-1}",luminosity);
 TLatex tLumi(1.5 * HistoDATA->GetMean(1),0.2 * HistoDATA->GetMaximum(),tLumiName.Data());
 tLumi.DrawClone();
 
 
 cResultDistro.cd(2);
 HistoRatioMC_SUM->Draw();
 HistoRatioDATA->Draw("E1same");
 TString tEleName = Form("%d electrons",(int) HistoDATA->GetEntries());
 TLatex tEle(2.0 * HistoRatioDATA->GetMean(1),0.3 * HistoRatioDATA->GetMaximum(),tEleName.Data());
 tEle.DrawClone();
 gPad->SetGrid();

 
 cResultDistro.cd(3);
 grH.Draw("APL");
 double minFit = gConfigParser -> readDoubleOption("Options::minFit");
 double maxFit = gConfigParser -> readDoubleOption("Options::maxFit");
 std::cout << ">>>>> Options::minFit      " << minFit  << std::endl;
 std::cout << ">>>>> Options::maxFit      " << maxFit  << std::endl;
 
 TF1* funz = new TF1 ("funz","pol1",minFit,maxFit);
//  funz->FixParameter(0,0);
 funz->SetParameter(0,0);
 funz->SetParameter(1,1);
 grH.Fit("funz","RMQ");
 std::cerr << " Y = [0] + [1] * X " << std::endl;
 std::cerr << " [0] = " << funz->GetParameter(0) << " +/- " << funz->GetParError(0) << std::endl;
 std::cerr << " [1] = " << funz->GetParameter(1) << " +/- " << funz->GetParError(1) << std::endl;
 double coeffDATA = funz->GetParameter(1);
 double errCoeffDATA = funz->GetParError(1);
 
 gPad->SetGrid();
 
 
 cResultDistro.cd(4);
 HistoRatioMC_SUM->Draw();
 HistoRatioDATA->Draw("E1same");
 tEle.DrawClone();
 gPad->SetGrid();
 gPad->SetLogy();
 
 
 TString nameImage = Form("%s_%s_%d.png",variableY.c_str(),variableX.c_str(),1);
 cResultDistro.SaveAs(nameImage.Data());
 TString nameImageRoot = Form("%s_%s_%d.root",variableY.c_str(),variableX.c_str(),1);
 cResultDistro.SaveAs(nameImageRoot.Data());

 
 
 TCanvas cResultDistroMC("cResultDistroMC","cResultDistroMC",800,800);
 cResultDistroMC.Divide(2,2);
 
 //  cResultDistroMC.Divide(2,nMC);
//  for (int iMC = 0; iMC < nMC; iMC++) {
//   cResultDistroMC.cd(2*iMC+1);
//   HistoMC[iMC]->DrawClone("colz");
//   HistoDATA->DrawClone("BOXsame");
//   cResultDistroMC.cd(2*iMC+2);
//   HistoRatioMC[iMC]->DrawNormalized("");
//   HistoRatioDATA->DrawNormalized("E1same");  
//  }

 cResultDistroMC.cd(1);
 HistoMC_SUM->DrawClone("colz");
 HistoDATA->DrawClone("BOXsame");
 gPad->SetGrid();
 
 ///==== make fit ====
 
 cResultDistroMC.cd(3);
 
 TH1D* MChtemp_prof = smartGausProfileXSQRTN(HistoMC_SUM,2);  
 TGraphErrors MCgrH = buildGEfromH_Personalized(*MChtemp_prof);
 MCgrH.SetMarkerStyle(22);
 MCgrH.SetMarkerSize(0.7);
 MCgrH.SetMarkerColor(kRed);
 MCgrH.SetFillColor(kRed);
 MCgrH.SetFillStyle(3335);
 MCgrH.SetLineWidth(1);
 MCgrH.SetLineColor(kRed);
 MCgrH.GetXaxis()->SetTitle(variableX.c_str());
 MCgrH.GetYaxis()->SetTitle(variableY.c_str());
 
 funz->SetParameter(0,0);
 funz->SetParameter(1,1);
 MCgrH.Fit("funz","RMQ");
 
 std::cerr << " ================= " << std::endl;
 std::cerr << " ======= MC ====== " << std::endl;
 std::cerr << " Y = [0] + [1] * X " << std::endl;
 std::cerr << " [0] = " << funz->GetParameter(0) << " +/- " << funz->GetParError(0) << std::endl;
 std::cerr << " [1] = " << funz->GetParameter(1) << " +/- " << funz->GetParError(1) << std::endl;
 double coeffMC = funz->GetParameter(1);
 double errCoeffMC = funz->GetParError(1);
 
 MCgrH.Draw("APL");
 gPad->SetGrid();
 
 
 cResultDistroMC.cd(4);
 MCgrH.Draw("APL");
 grH.Draw("PLSAME");
 gPad->SetGrid();
 
 
 TString nameImageLog = Form("%s_%s_%d_MC.png",variableY.c_str(),variableX.c_str(),1);
 cResultDistroMC.SaveAs(nameImageLog.Data());
  
 
 std::cerr << " 1 - alpha = " << coeffDATA / coeffMC 
           << " +/- " << sqrt( (errCoeffDATA/coeffMC)*(errCoeffDATA/coeffMC) + (errCoeffMC*coeffDATA/coeffMC/coeffMC)*(errCoeffMC*coeffDATA/coeffMC/coeffMC) )
           << std::endl;


 std::cerr << " alpha = " << 1-coeffDATA / coeffMC 
	   << " +/- " << sqrt( (errCoeffDATA/coeffMC)*(errCoeffDATA/coeffMC) + (errCoeffMC*coeffDATA/coeffMC/coeffMC)*(errCoeffMC*coeffDATA/coeffMC/coeffMC) )
	   << std::endl;
   
   

//  TCanvas cResultDistro_1("cResultDistro_1","cResultDistro_1",800,800);
//  HistoRatioMC_SUM->Draw();
//  HistoRatioDATA->Draw("E1same");
//  tEle.DrawClone();
//  gPad->SetGrid();
//  gPad->SetLogy();
   
}
Example #21
0
void Draw()
{

   /*
   TLatex *t = new TLatex();
   t->SetTextSize(0.042);
   t->DrawLatex(1.5,0.80,"CMSSW_1_6_12, |#eta|< 1.3");
   t->DrawLatex(1.5,0.75,"no ZSP in HCAL");
   t->DrawLatex(1.5,0.70,"no SR in ECAL");
   */

  /*
   setTDRStyle(0,1);
   TCanvas* c0 = new TCanvas("X","Y",1);
   // data
   TFile* file = new TFile("DYDataA_29Feb.root");
   hnvtx0->GetXaxis()->SetTitle("N reco vertices");
   hnvtx0->GetYaxis()->SetTitle("");
   hnvtx0->SetLineStyle(1);
   hnvtx0->SetLineWidth(3);
   hnvtx0->SetMarkerStyle(24);
   hnvtx0->SetMarkerSize(1.0);
   hnvtx0->SetMaximum(200000.);
   hnvtx0->SetMinimum(0.5);
   hnvtx0->Draw("PE");
   TLegend *leg = new TLegend(0.35,0.75,0.9,0.85,NULL,"brNDC");
   leg->SetFillColor(10);
   leg->AddEntry(hnvtx0,"data: p_{T}^{#mu}> 20 GeV, |#eta|<2.4","P");
   // MC
   TFile* file = new TFile("DYMC18novPUW.root");
   hnvtx0->SetLineStyle(1);
   hnvtx0->SetLineWidth(3);
   hnvtx0->Draw("same");
   leg->AddEntry(hnvtx0,"MC, DY#rightarrowll","L");
   leg->Draw();
   c0->SaveAs("nvtx0.png");
  */

  // normalization
  //
  Double_t xsection=3048.;
  Double_t luminosity=5061;
  Double_t nmcevents=15000000.;
  Double_t datamcratio=2925.44;
  Double_t normalization=(xsection*luminosity)/(nmcevents*datamcratio);

  setTDRStyle(0,1);
  // data
  TFile* file = new TFile("DataAB.root");
  cout <<" ============= Data =============================" << endl;
  cout <<" ===> Zmumu = " << hZY->Integral() << endl;
  cout <<" ===> 2jets = " << hZY2J->Integral() << endl;
  cout <<" ===> y*    = " << hZY2JY->Integral() << endl;
  cout <<" ===> Mjj   = " << hZY2JYMjj->Integral() << endl;
  TCanvas* c1 = new TCanvas("X","Y",1);
  TH1F *hNjetsData = (TH1F*)hNjets->Clone();
  // MC events
  TFile* file = new TFile("DYMCAB.root");
  cout <<" ============= MC =============================" << endl;
  cout <<" ===> Zmumu = " << hZY->Integral()*normalization << endl;
  cout <<" ===> 2jets = " << hZY2J->Integral()*normalization << endl;
  cout <<" ===> y*    = " << hZY2JY->Integral()*normalization << endl;
  cout <<" ===> Mjj   = " << hZY2JYMjj->Integral()*normalization << endl;
  TH1F *hNjetsMC = (TH1F*)hNjets->Clone();
  TH1F *hNjetsRatio = (TH1F*)hNjets->Clone();
  TH1F *hNjetsRatio_JESUP = (TH1F*)hNjets->Clone();
  TH1F *hNjetsRatio_JESDN = (TH1F*)hNjets->Clone();
  //
  // MC events JESUP
  TFile* file = new TFile("DYMCAB_JESUP.root");
  TH1F *hNjetsMC_JESUP = (TH1F*)hNjets->Clone();
  // MC events JESDN
  TFile* file = new TFile("DYMCAB_JESDN.root");
  TH1F *hNjetsMC_JESDN = (TH1F*)hNjets->Clone();
  //
  hNjetsData->GetXaxis()->SetTitle("N jets");
  hNjetsData->GetYaxis()->SetTitle("N events");
  hNjetsData->SetMaximum(5000000.);
  hNjetsData->SetMinimum(100.);
  hNjetsData->SetLineStyle(1.);
  hNjetsData->SetLineWidth(2);
  hNjetsData->SetMarkerStyle(24);
  hNjetsData->SetMarkerSize(0.7);
  hNjetsData->Draw("PE");
  //  Double_t mcevents= hNjetsMC->Integral();
  //  Double_t dataevents=hNjetsData->Integral();
  //  Double_t expected=mcevents*normalization;
  hNjetsMC->Scale(normalization);
  hNjetsMC_JESUP->Scale(normalization);
  hNjetsMC_JESDN->Scale(normalization);
  hNjetsMC->SetLineStyle(1);
  hNjetsMC->SetLineWidth(2);
  hNjetsMC->Draw("same");

  TLegend *leg = new TLegend(0.5,0.8,0.9,0.9,NULL,"brNDC");
  leg->SetFillColor(10);
  leg->AddEntry(hNjetsData,"Data 2011, L=5.06 fb^{-1} ","P");
  leg->AddEntry(hNjetsMC,"Z+jets MC","L");
  leg->Draw();

  TLatex *t = new TLatex();
  t->SetTextSize(0.042);
  t->DrawLatex(3.0,200000,"Z#rightarrow#mu#mu + jets");
  t->DrawLatex(3.0,80000,"p_{T}^{j}>50 GeV, |#eta|<2.5");
  c1->SaveAs("dy_njets.png");

  setTDRStyle(0,0);
  TCanvas* c2 = new TCanvas("X","Y",1);
  hNjetsData->Sumw2();
  Int_t nbins = hNjetsMC->GetNbinsX();
  for (Int_t ib = 1; ib <= nbins; ib++) {
    hNjetsMC->SetBinError(ib,0.1);
    hNjetsMC->SetBinError(ib,0.1);
  }
  hNjetsRatio->Divide(hNjetsData,hNjetsMC,1.,1.,"");
  hNjetsRatio->GetXaxis()->SetTitle("N jets");
  hNjetsRatio->GetYaxis()->SetTitle("Data / MC");
  hNjetsRatio->SetMaximum(1.3);
  hNjetsRatio->SetMinimum(0.7);
  hNjetsRatio->SetLineStyle(1.);
  hNjetsRatio->SetLineWidth(2);
  hNjetsRatio->SetMarkerStyle(24);
  hNjetsRatio->SetMarkerSize(1.0);
  hNjetsRatio->SetAxisRange(0,3,"X");
  hNjetsRatio->Draw("PE");
  hNjetsRatio_JESUP->Divide(hNjetsMC_JESUP,hNjetsMC,1.,1.,"");
  hNjetsRatio_JESUP->SetLineStyle(2);
  hNjetsRatio_JESUP->SetLineWidth(2);
  hNjetsRatio_JESUP->Draw("histsame");
  hNjetsRatio_JESDN->Divide(hNjetsMC_JESDN,hNjetsMC,1.,1.,"");
  hNjetsRatio_JESDN->SetLineStyle(3);
  hNjetsRatio_JESDN->SetLineWidth(2);
  hNjetsRatio_JESDN->Draw("histsame");
  TLatex *t = new TLatex();
  t->SetTextSize(0.042);
  t->DrawLatex(1.0,1.20,"Z#rightarrow#mu#mu + jets");
  t->DrawLatex(1.0,1.14,"p_{T}^{j}>50 GeV, |#eta|<2.5");

  TLegend *leg = new TLegend(0.2,0.2,0.6,0.35,NULL,"brNDC");
  leg->SetFillColor(10);
  leg->AddEntry(hNjetsRatio,"Data 2011, L=5.06 fb^{-1} ","P");
  leg->AddEntry(hNjetsRatio_JESUP,"Z+jets MC, JES +1#sigma","L");
  leg->AddEntry(hNjetsRatio_JESDN,"Z+jets MC, JES -1#sigma","L");
  leg->Draw();

  c2->SaveAs("dy_ratio_njets_jes.png");
}
void plotSuperMelaProjections(TString drawString="(p0plus_VAJHU*p0plus_m4l)/((p0plus_VAJHU*p0plus_m4l)+(bkg_VAMCFMNorm*bkg_m4l))",
			      TString cutString="ZZMass>106.&&ZZMass<141."){

  gROOT->ProcessLine(".L ~/tdrstyle.C");
  setTDRStyle();

  TCanvas* can = new TCanvas("can","can",500,500);

  gStyle->SetOptStat(0);

  TChain* qqZZ_8 = new TChain("SelectedTree");
  qqZZ_8->Add(inputDir+"PRODFSR_8TeV/4mu/HZZ4lTree_ZZTo*.root");
  qqZZ_8->Add(inputDir+"PRODFSR_8TeV/4e/HZZ4lTree_ZZTo*.root");
  qqZZ_8->Add(inputDir+"PRODFSR_8TeV/2mu2e/HZZ4lTree_ZZTo*.root");
  TChain* qqZZ_7 = new TChain("SelectedTree");
  qqZZ_7->Add(inputDir+"PRODFSR/4mu/HZZ4lTree_ZZTo*.root");
  qqZZ_7->Add(inputDir+"PRODFSR/4e/HZZ4lTree_ZZTo*.root");
  qqZZ_7->Add(inputDir+"PRODFSR/2mu2e/HZZ4lTree_ZZTo*.root");

  TChain* SM_8 = new TChain("SelectedTree");
  SM_8->Add(inputDir+"PRODFSR_8TeV/4mu/HZZ4lTree_H126.root");
  SM_8->Add(inputDir+"PRODFSR_8TeV/4e/HZZ4lTree_H126.root");
  SM_8->Add(inputDir+"PRODFSR_8TeV/2mu2e/HZZ4lTree_H126.root");
  TChain* SM_7 = new TChain("SelectedTree");
  SM_7->Add(inputDir+"PRODFSR/4mu/HZZ4lTree_H126.root");
  SM_7->Add(inputDir+"PRODFSR/4e/HZZ4lTree_H126.root");
  SM_7->Add(inputDir+"PRODFSR/2mu2e/HZZ4lTree_H126.root");

  //TChain* ZX = new TChain("SelectedTree");

  TChain* data = new TChain("SelectedTree");
  data->Add(inputDir+"PRODFSR_8TeV/data/HZZ4lTree_DoubleEle.root");
  data->Add(inputDir+"PRODFSR_8TeV/data/HZZ4lTree_DoubleMu.root");
  data->Add(inputDir+"PRODFSR_8TeV/data/HZZ4lTree_DoubleOr.root");
  data->Add(inputDir+"PRODFSR/data/HZZ4lTree_DoubleEle.root");
  data->Add(inputDir+"PRODFSR/data/HZZ4lTree_DoubleMu.root");
  data->Add(inputDir+"PRODFSR/data/HZZ4lTree_DoubleOr.root");

  data->Draw(drawString+">>datahisto(30,0,1)",cutString);
  TH1F* datahisto = (TH1F*) gDirectory->Get("datahisto");

  TChain* PS_8 = new TChain("SelectedTree");
  PS_8->Add(JHUinputDir+"JHU_8TeV/4mu/HZZ4lTree_jhuGenV2PseH126.root");
  PS_8->Add(JHUinputDir+"JHU_8TeV/4e/HZZ4lTree_jhuGenV2PseH126.root");
  PS_8->Add(JHUinputDir+"JHU_8TeV/2mu2e/HZZ4lTree_jhuGenV2PseH126.root");
  TChain* PS_7 = new TChain("SelectedTree");
  PS_7->Add(JHUinputDir+"JHU/4mu/HZZ4lTree_jhuGenV2PseH126.root");
  PS_7->Add(JHUinputDir+"JHU/4e/HZZ4lTree_jhuGenV2PseH126.root");
  PS_7->Add(JHUinputDir+"JHU/2mu2e/HZZ4lTree_jhuGenV2PseH126.root");
  
  qqZZ_7->Draw(drawString+">>qqZZ_7histo(30,0,1)","5.051*MC_weight*("+cutString+")");
  TH1F* qqZZ_7histo = (TH1F*) gDirectory->Get("qqZZ_7histo");

  qqZZ_8->Draw(drawString+">>qqZZ_8histo(30,0,1)","19.6*MC_weight*("+cutString+")");
  TH1F* qqZZ_8histo = (TH1F*) gDirectory->Get("qqZZ_8histo");

  SM_7->Draw(drawString+">>SM_7histo(30,0,1)","5.051*MC_weight*("+cutString+")");
  TH1F* SM_7histo = (TH1F*) gDirectory->Get("SM_7histo");

  SM_8->Draw(drawString+">>SM_8histo(30,0,1)","19.6*MC_weight*("+cutString+")");
  TH1F* SM_8histo = (TH1F*) gDirectory->Get("SM_8histo");

  PS_8->Draw(drawString+">>PS_8histo(30,0,1)","19.6*MC_weight*("+cutString+")");
  TH1F* PS_8histo = (TH1F*) gDirectory->Get("PS_8histo");

  PS_7->Draw(drawString+">>PS_7histo(30,0,1)","5.051*MC_weight*("+cutString+")");
  TH1F* PS_7histo = (TH1F*) gDirectory->Get("PS_7histo");
 
  //=========================
	
  //datahisto->SetBinErrorOption(TH1::kPoisson);
  datahisto->SetMarkerStyle(20);
  datahisto->SetMarkerSize(1.1);
	
  TH1F* qqZZhisto = new TH1F(*qqZZ_7histo);
  qqZZhisto->Add(qqZZ_8histo);
  cout<<qqZZhisto->Integral()<<endl;
  qqZZhisto->SetLineColor(1);
  qqZZhisto->SetLineWidth(2);
  qqZZhisto->SetFillColor(kAzure-9);

  TH1F* ZXhisto = new TH1F(*qqZZhisto);
  ZXhisto->Scale(ZXnorm/ZXhisto->Integral());
  ZXhisto->SetLineColor(1);
  ZXhisto->SetLineWidth(2);
  ZXhisto->SetFillColor(kGreen-5);

  TH1F* SMhisto = new TH1F(*SM_7histo);
  SMhisto->Add(SM_8histo);
  SMhisto->SetLineColor(kOrange+10);
  SMhisto->SetLineWidth(2);
  SMhisto->SetFillColor(0);

  TH1F* PShisto = new TH1F(*PS_7histo);
  PShisto->Add(PS_8histo);
  PShisto->SetLineColor(kRed+1);
  PShisto->SetLineWidth(2);
  PShisto->SetFillColor(0);
  //==========================

  datahisto->GetXaxis()->SetTitle("#it{D}_{bkg}");
  datahisto->GetYaxis()->SetTitle("Events");

  THStack* stack = new THStack("stack","stack");
  stack->Add(ZXhisto);
  stack->Add(qqZZhisto);
  stack->Add(SMhisto);
  stack->Draw("");
  stack->GetXaxis()->SetTitle("#it{D}_{bkg}");
  stack->GetYaxis()->SetTitle("Events");  

  if(plotData){
    datahisto->SetMaximum(20);
    datahisto->Draw("E1");
    stack->Draw("SAME");
    datahisto->Draw("E1same");
    datahisto->Draw("SAMEp");
  }else{
    stack->Draw();
  }

  // --------------- legend ----------------

  TLegend* leg = new TLegend(.3,.65,.65,.9);
  leg->SetFillColor(0);
  leg->SetBorderSize(0);

  if(plotData) leg->AddEntry(datahisto,"data","p");
  leg->AddEntry(SMhisto,"0^{+}, m_{H}=126 GeV","l");
  leg->AddEntry(qqZZhisto,"ZZ/Z#gamma^{*}","f");
  leg->AddEntry(ZXhisto,"Z+X","f");

  leg->Draw();

  if(plotData) datahisto->Draw("E1same");
  gPad->RedrawAxis();

  // -------- plot header --------------

  TPaveText *pt = new TPaveText(0.1577181,0.9562937,0.9580537,0.9947552,"brNDC");
  pt->SetBorderSize(0);
  pt->SetTextAlign(12);
  pt->SetFillStyle(0);
  pt->SetTextFont(42);
  pt->SetTextSize(0.03);
  TText *text = pt->AddText(0.01,0.5,"CMS preliminary");
  text = pt->AddText(0.3,0.6,"#sqrt{s} = 7 TeV, L = 5.1 fb^{-1}  #sqrt{s} = 8 TeV, L = 19.6 fb^{-1}");
  pt->Draw();   

  // ---------- save ----------
  
  can->SaveAs("superMELAproj.png");
  can->SaveAs("superMELAproj.eps");
  can->SaveAs("superMELAproj.root");
  
}
Example #23
0
TCanvas* example_plot( int iPeriod, int iPos )
{ 
  //  if( iPos==0 ) relPosX = 0.12;

  int W = 800;
  int H = 600;

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

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

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

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

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

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

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

  {
    TLatex latex;
				
    int n_ = 2;

    float x1_l = 0.92;
    float y1_l = 0.60;

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

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

    canv->cd();
  }

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

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

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

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

    file_.Close();
  }

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

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

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

  return canv;
}
void 
sobWeightedPlot(TString filename,const char* dataset , const char* channel,const char* cat)
{
  TFile F((TString("Plot_")+filename+".root").Data(),"READ");
  gROOT->cd();
  TH1F* data=(TH1F*)F.Get("data_obs");
  TH1F* Ztt=(TH1F*)F.Get("Ztt");
  TH1F* ggH=(TH1F*)F.Get("ggH");
  TH1F* sig=(TH1F*)F.Get("signal");
  TH1F* tt=(TH1F*)F.Get("ttbar");
  TH1F* ewk=(TH1F*)F.Get("EWK");
  TH1F* fakes=(TH1F*)F.Get("Fakes");
  if(!sig){cout<<"No input histograms in file: "<<filename.Data()<<endl; return;}

  float xmininset=60; float xmaxinset=180;
  //float xmininset=0; float xmaxinset=340;//full range

  ////Format the histograms
  Ztt->GetYaxis()->SetRangeUser(0.,1.3*findMaxY(data,0));
  Ztt->GetXaxis()->SetTitle("#bf{m_{#tau#tau}  [GeV]}");
  Ztt->GetYaxis()->SetTitle("#bf{S/B Weighted dN/dm_{#tau#tau} [1/GeV]}");
  Ztt->SetTitleOffset(1.300, "Y");
  Ztt->SetTitleOffset(1.000, "X");
  Ztt->SetNdivisions(505);

  for(Int_t b=0;b<=sig->GetNbinsX()+1;b++){
    //remove red line on top of y axis in plot
    if(sig->GetBinCenter(b)<xmininset||xmaxinset<sig->GetBinCenter(b)){
      sig->SetBinContent(b,0);
      sig->SetBinError(b,0);
    }
  }

  sig->SetName("sig");
  sig->SetFillStyle(3353);//1001=solid , 3004,3005=diagonal
  sig->SetFillColor(2);
  sig->SetLineColor(2);
  sig->SetLineStyle(1);
  sig->SetLineWidth(0.);

  ggH->SetBinContent(0,0);//remove red line on top of y axis in plot
  ggH->SetBinContent(ggH->GetNbinsX()+1,0);
  ggH->SetBinError(0,0);
  ggH->SetBinError(ggH->GetNbinsX()+1,0);
  ggH->SetName("ggH");
  ggH->SetFillStyle(3353);//1001=solid , 3004,3005=diagonal
  ggH->SetFillColor(2);
  ggH->SetLineColor(2);
  ggH->SetLineStyle(1);
  ggH->SetLineWidth(0.);

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

  TLegend legend;
  TString higgslabel="H(125 GeV)#rightarrow#tau#tau";
  legend.SetFillStyle(0);
  legend.SetFillColor(0);
  legend.SetBorderSize(0);
  legend.AddEntry(ggH,higgslabel,"F");
  legend.AddEntry(data,"observed","LP");  
  legend.AddEntry(Ztt,"Z#rightarrow#tau#tau","F");
  legend.AddEntry(tt,"t#bar{t}","F");
  legend.AddEntry(ewk,"electroweak","F");
  legend.AddEntry(fakes,"QCD","F");

  legend.SetX1NDC(0.63);
  legend.SetX2NDC(1.05);
  legend.SetY1NDC(0.27);
  legend.SetY2NDC(0.48);
  legend.SetTextSize(.028);
  legend.SetTextAlign(   12 );

  //TH1F* dataDiff=diffPlot(data,Ztt,2);
  TH1F* dataDiff=diffPlot(data,Ztt,1);

  TH1F* errBand=getErrorBand(Ztt);
  errBand->SetFillStyle(3013);//1001=solid , 3004,3005=diagonal, 3013=hatched official for H->tau tau
  errBand->SetFillColor(1);
  errBand->SetLineStyle(1);
  errBand->SetLineColor(1);
  errBand->SetLineWidth(1);
  
  TH1F errBandFrame("errBandFrame","",(xmaxinset-xmininset)/dataDiff->GetBinWidth(1),xmininset,xmaxinset);
  errBandFrame.GetYaxis()->SetTitle("");
  errBandFrame.GetYaxis()->SetRangeUser(-1.1*findMinY(dataDiff,0,xmininset,xmaxinset),2.0*findMaxY(dataDiff,0,xmininset,xmaxinset));
  errBandFrame.GetYaxis()->SetNdivisions(5);
  errBandFrame.GetYaxis()->SetLabelSize(0.06);
  errBandFrame.GetXaxis()->SetTitle("#bf{m_{#tau#tau} [GeV]}    ");
  errBandFrame.GetXaxis()->SetTitleColor(kBlack);
  errBandFrame.GetXaxis()->SetTitleSize(0.07);
  errBandFrame.GetXaxis()->SetTitleOffset(0.95);
  errBandFrame.GetXaxis()->SetLabelSize(0.06);
  errBandFrame.SetNdivisions(505);

  TLegend legendDiff;
  legendDiff.SetFillStyle(0);
  legendDiff.SetFillColor(0);
  legendDiff.SetBorderSize(0);
  legendDiff.AddEntry(sig,higgslabel,"F");
  legendDiff.AddEntry(dataDiff,"Data - Background","LP");  
  legendDiff.AddEntry(errBand,"Bkg. Uncertainty","F");
  legendDiff.SetX1NDC(0.45);
  legendDiff.SetX2NDC(0.88);
  legendDiff.SetY1NDC(0.67);
  legendDiff.SetY2NDC(0.88);
  legendDiff.SetTextSize(.045);
  legendDiff.SetTextAlign(12);


  TCanvas C(filename,"",600,600);
  TPad padBack("padBack","padBack",0.57,0.58,0.975,0.956);//TPad must be created after TCanvas otherwise ROOT crashes
  padBack.SetFillColor(0);

  TPad pad("diff","diff",0.45,0.5,0.9765,0.957);//TPad must be created after TCanvas otherwise ROOT crashes
  pad.cd();
  pad.SetFillColor(0);
  pad.SetFillStyle(0);
  errBandFrame.Draw();
  errBand->Draw("e2lsame");
  sig->Draw("histsame");
  TLine line;
  line.DrawLine(xmininset,0,xmaxinset,0);
  dataDiff->Draw("pesame");
  legendDiff.Draw();
  pad.RedrawAxis();

  C.cd();
  Ztt->Draw("hist");
  ggH->Draw("histsame");
  Ztt->Draw("histsame");
  errorBand->Draw("e2same");

  tt->Draw("histsame");
  ewk->Draw("histsame");
  fakes->Draw("histsame");
  data->Draw("pesame");
  legend.Draw();
  C.RedrawAxis();
  padBack.Draw();//clear the background axes
  pad.Draw();

  CMSPrelim(dataset,channel,cat);
  C.Print(TString("Plot_")+filename+".eps");
  C.Print(TString("Plot_")+filename+".png");
  C.Print(TString("Plot_")+filename+".pdf");
  
  delete errorBand;
  delete dataDiff;
  delete errBand;
}
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())); 
}
Example #26
0
void th2polyEurope(Int_t npoints=500000)
{
   Int_t i,j;
   Double_t lon1 = -25;
   Double_t lon2 =  35;
   Double_t lat1 =  34;
   Double_t lat2 =  72;
   Double_t R = (lat2-lat1)/(lon2-lon1);
   Int_t W    = 800;
   Int_t H    = (Int_t)(R*800);
   gStyle->SetStatX(0.28);
   gStyle->SetStatY(0.45);
   gStyle->SetStatW(0.15);

   // Canvas used to draw TH2Poly (the map)
   TCanvas *ce = new TCanvas("ce", "ce",0,0,W,H);
   ce->ToggleEventStatus();
   ce->SetGridx();
   ce->SetGridy();

   // Real surfaces taken from Wikipedia.
   const Int_t nx = 36;
   // see http://en.wikipedia.org/wiki/Area_and_population_of_European_countries
   const char *countries[nx] = {
      "france",     "spain",  "sweden",  "germany",       "finland",
      "norway",     "poland", "italy",   "yugoslavia",    "united_kingdom",
      "romania",    "belarus","greece",  "czechoslovakia","bulgaria",
      "iceland",    "hungary","portugal","austria",       "ireland",
      "lithuania",  "latvia", "estonia", "denmark",       "netherlands",
      "switzerland","moldova","belgium", "albania",       "cyprus",
      "luxembourg", "andorra","malta",   "liechtenstein", "san_marino", "monaco" };
   Float_t surfaces[nx] = {
      547030,        505580,   449964,      357021,        338145,
      324220,        312685,   301230,      255438,        244820,
      237500,        207600,   131940,      127711,        110910,
      103000,         93030,    89242,       83870,         70280,
      65200,         64589,    45226,       43094,         41526,
      41290,         33843,    30528,       28748,          9250,
      2586,           468,      316,         160,            61, 2};

   TH1F *h = new TH1F("h","Countries surfaces (in km^{2})",3,0,3);
   for (i=0; i<nx; i++) h->Fill(countries[i], surfaces[i]);
   h->LabelsDeflate();

   TFile::SetCacheFileDir(".");
   TFile *f;
   f = TFile::Open("http://root.cern.ch/files/europe.root","cacheread");

   if (!f) {
      printf("Cannot access europe.root. Is internet working ?\n");
      return;
   }

   TH2Poly *p = new TH2Poly(
             "Europe",
             "Europe (bin contents are normalized to the surfaces in km^{2})",
             lon1,lon2,lat1,lat2);
   p->GetXaxis()->SetNdivisions(520);
   p->GetXaxis()->SetTitle("longitude");
   p->GetYaxis()->SetTitle("latitude");

   p->SetContour(100);

   TMultiGraph *mg;
   TKey *key;
   TIter nextkey(gDirectory->GetListOfKeys());
   while ((key = (TKey*)nextkey())) {
      TObject *obj = key->ReadObj();
      if (obj->InheritsFrom("TMultiGraph")) {
         mg = (TMultiGraph*)obj;
         p->AddBin(mg);
      }
   }

   TRandom r;
   Double_t longitude, latitude;
   Double_t x, y, pi4 = TMath::Pi()/4, alpha = TMath::Pi()/360;

   gBenchmark->Start("Partitioning");
   p->ChangePartition(100, 100);
   gBenchmark->Show("Partitioning");

   // Fill TH2Poly according to a Mercator projection.
   gBenchmark->Start("Filling");
   for (i=0; i<npoints; i++) {
      longitude = r.Uniform(lon1,lon2);
      latitude  = r.Uniform(lat1,lat2);
      x         = longitude;
      y         = 38*TMath::Log(TMath::Tan(pi4+alpha*latitude));
      p->Fill(x,y);
   }
   gBenchmark->Show("Filling");

   Int_t nbins = p->GetNumberOfBins();
   Double_t maximum = p->GetMaximum();


   // h2 contains the surfaces computed from TH2Poly.
   TH1F *h2 = (TH1F *)h->Clone("h2");
   h2->Reset();
   for (j=0; j<nx; j++) {
      for (i=0; i<nbins; i++) {
         if (strstr(countries[j],p->GetBinName(i+1))) {
            h2->Fill(countries[j],p->GetBinContent(i+1));
            h2->SetBinError(j, p->GetBinError(i+1));
         }
      }
   }

   // Normalize the TH2Poly bin contents to the real surfaces.
   Double_t scale = surfaces[0]/maximum;
   for (i=0; i<nbins; i++) p->SetBinContent(i+1, scale*p->GetBinContent(i+1));

   gStyle->SetOptStat(1111);
   p->Draw("COLZ");

   TCanvas *c1 = new TCanvas("c1", "c1",W+10,0,W-20,H);
   c1->SetRightMargin(0.047);

   scale = h->GetMaximum()/h2->GetMaximum();

   h->SetStats(0);
   h->SetLineColor(kRed-3);
   h->SetLineWidth(2);
   h->SetMarkerStyle(20);
   h->SetMarkerColor(kBlue);
   h->SetMarkerSize(0.8);
   h->Draw("LP");
   h->GetXaxis()->SetLabelFont(42);
   h->GetXaxis()->SetLabelSize(0.03);
   h->GetYaxis()->SetLabelFont(42);

   h2->Scale(scale);
   Double_t scale2=TMath::Sqrt(scale);
   for (i=0; i<nx; i++) h2->SetBinError(i+1, scale2*h2->GetBinError(i+1));
   h2->Draw("E SAME");
   h2->SetMarkerStyle(20);
   h2->SetMarkerSize(0.8);

   TLegend *leg = new TLegend(0.5,0.67,0.92,0.8,NULL,"NDC");
   leg->SetTextFont(42);
   leg->SetTextSize(0.025);
   leg->AddEntry(h,"Real countries surfaces from Wikipedia (in km^{2})","lp");
   leg->AddEntry(h2,"Countries surfaces from TH2Poly (with errors)","lp");
   leg->Draw();
   leg->Draw();

   Double_t wikiSum = h->Integral();
   Double_t polySum = h2->Integral();
   Double_t error = TMath::Abs(wikiSum-polySum)/wikiSum;
   printf("THPoly Europe surface estimation error wrt wikipedia = %f per cent when using %d points\n",100*error,npoints);
}
Example #27
0
void plotRegrVsNoRegr(int channel, int massBin) {
  stringstream filenom, filenoregr;
  filenom << "m4lplots/nominal/fitM" << massBin << "_channel" << channel << ".root";
  filenoregr << "m4lplots/noregr/fitM" << massBin << "_channel" << channel << ".root";

  int col;
  if(channel==0) col=kOrange+7;
  if(channel==1) col=kAzure+2;
  if(channel==2) col=kGreen+3;

  TCanvas *c1 = new TCanvas("c1","c1",750,750);

  TFile *tfilenom = TFile::Open(filenom.str().c_str());
  RooPlot *plotnom = (RooPlot*)tfilenom->Get("m4lplot");
  plotnom->SetMarkerStyle(kOpenSquare);
  plotnom->Draw();
  TPaveText *pavenom = (TPaveText*)tfilenom->Get("TPave");
  pavenom->SetTextColor(col);
  pavenom->Draw("same");

  TFile *tfilenoregr = TFile::Open(filenoregr.str().c_str());
  RooPlot *plotnoregr = (RooPlot*)tfilenoregr->Get("m4lplot");
  plotnoregr->Draw("same");
  TPaveText *pavenoregr = (TPaveText*)tfilenoregr->Get("TPave");
  pavenoregr->Draw("same");

  // cosmetics
  TLegend *legend = new TLegend(0.20,0.45,0.45,0.60,NULL,"brNDC");
  legend->SetBorderSize(     0);
  legend->SetFillColor (     0);
  legend->SetTextAlign (    12);
  legend->SetTextFont  (    42);
  legend->SetTextSize  (0.03);

  TH1F *dummyPointsNom = new TH1F("dummyPNom","dummyPNom",1,0,1);
  TH1F *dummyPointsNoRegr = new TH1F("dummyPNoregr","dummyPNoregr",1,0,1);
  TH1F *dummyLine = new TH1F("dummyL","dummyL",1,0,1);
  dummyPointsNoRegr->SetMarkerStyle(kFullCircle);
  dummyPointsNoRegr->SetMarkerSize(1.1);
  dummyPointsNom->SetMarkerStyle(kFullSquare);
  dummyPointsNom->SetMarkerColor(col);
  dummyPointsNom->SetLineColor(col);
  dummyPointsNom->SetMarkerSize(1.1);
  dummyLine->SetLineColor(col);
  
  legend->AddEntry(dummyPointsNoRegr, "Simulation (E_{std}-p comb.)", "pel");
  legend->AddEntry(dummyPointsNom, "Simulation (E_{regr}-p comb.)", "pel");

  legend->Draw();

  TPaveText *text = new TPaveText(0.15,0.90,0.77,0.98,"brNDC");
  text->AddText("CMS Simulation");
  text->SetBorderSize(0);
  text->SetFillStyle(0);
  text->SetTextAlign(12);
  text->SetTextFont(42);
  text->SetTextSize(0.03);

  text->Draw();

  stringstream frameTitle;
  if(channel==0){frameTitle << "4#mu, m_{H} = ";}
  if(channel==1){frameTitle << "4e, m_{H} = ";}
  if(channel==2){frameTitle << "2e2#mu, m_{H} = ";}
  frameTitle << massBin << " GeV";

  TPaveText *titlet = new TPaveText(0.15,0.80,0.60,0.85,"brNDC");
  titlet->AddText(frameTitle.str().c_str());
  titlet->SetBorderSize(0);
  titlet->SetFillStyle(0);
  titlet->SetTextAlign(12);
  titlet->SetTextFont(132);
  titlet->SetTextSize(0.045);

  titlet->Draw();

  c1->SaveAs("comp.pdf");

}
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;
}
Example #29
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");
}
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;
}