[ViewVC] Diff of: cvsroot/UserCode/cbrown/Development/Plotting/Modules/Plotting

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs.
Revision 1.98 by buchmann, Fri May 31 09:45:15 2013 UTC

+#include <TSQLResult.h>
+#include <TProfile.h>
+#include <TLegendEntry.h>
-+
+#include "TMath.h"
-+
+#include "Math/DistFunc.h"
+using namespace std;
+void todo() {
+  dout << "My to do list: " << endl;
+  dout << "  - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
-+
+  dout << "  - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
+  dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
-+
+  dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
-+
+  dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
-+
+  dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
-+
+  dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
-<
+void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
->
->
+namespace PeakLibrary {
->
+  bool StoreHistos=false;
->
+  vector<TH1F*> DataHistogram;
->
+  vector<TH1F*> MCHistogram;
->
+}
->
->
->
+void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
+  // Temporarily switch off PU reweighting, if asked
+  TCut weightbackup=cutWeight;
+  if ( !doPUreweighting ) cutWeight="1.0";
-<
->
->
+  int nbins=100;
->
+  if(PlottingSetup::DoBTag) nbins=25;
->
->
+  TCut nJetsCut(cutnJets);
->
+  if(SwitchOffNJetsCut) nJetsCut=specialcut;
->
->
+  TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
-<
+  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
-<
+  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
-<
+  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
-<
+  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
->
+  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
->
+  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
->
+  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
->
+  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
+  TH1F *rawttbarjzbeemmMC;
+  if(method==doKM) {
+    //we only need this histo for the KM fitting...
-<
+    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
-<
+    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
-<
+    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
->
+    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
->
+    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
->
+    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
->
+    delete rawttbarjzbeemmMC;
+  else {
+    TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
+    reducedMC->Add(rawJZBemMC,-1);
+    reducedData->Add(rawJZBemData,-1);
+    //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
-<
+    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
-<
+    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
-<
->
+    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
->
+    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
->
+    delete reducedMC;
->
+    delete reducedData;
+  // Revert to original PU reweighting
+//  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
+//  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
-<
+  dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
-<
+  result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
-<
+  dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
-<
+  result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
->
+  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
->
+  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
->
+  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
->
+  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
->
->
+  if(!PeakLibrary::StoreHistos) {
->
+    delete rawJZBeemmData;
->
+    delete rawJZBeemmMC;
->
+  } else {
->
+    rawJZBeemmMC->SetName(GetNumericHistoName().c_str());
->
+    rawJZBeemmData->SetName(GetNumericHistoName().c_str());
->
+    rawJZBeemmMC->Add(rawJZBemMC,-1);
->
+    rawJZBeemmData->Add(rawJZBemData,-1);
->
+    PeakLibrary::DataHistogram.push_back(rawJZBeemmData);
->
+    PeakLibrary::MCHistogram.push_back(rawJZBeemmMC);
->
+  }
->
->
->
->
+  delete rawJZBemData;
->
+  delete rawJZBemMC;
+  delete tempcan;
-+
-+
+void FindPeakPileUpCorrection() {
-+
+  bool StoreResultsInSeparateFile=true;
-+
+  PeakLibrary::StoreHistos=true;
-+
-+
-+
+  dout << "Finding peak position as a function of PU" << endl;
-+
+  float MCPeak, MCPeakError, DataPeak, DataPeakError;
-+
+  stringstream result, datajzb, mcjzb;
-+
+  bool doPUreweighting=true;
-+
+  bool SwitchOffNJetsCut=false;
-+
-+
-+
+  TCanvas *can = new TCanvas("can","can");
-+
+  float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
-+
-+
+  const int nbins=10;
-+
+  float NumVtxBin[nbins] = {0,7,9,11,13,15,17,19,21,50};
-+
-+
+  stringstream NowCut;
-+
-+
-+
+  Double_t mc_peak_x[nbins];
-+
+  Double_t mc_peak_y[nbins];
-+
+  Double_t mc_peak_dxh[nbins];
-+
+  Double_t mc_peak_dxl[nbins];
-+
+  Double_t mc_peak_dy[nbins];
-+
-+
+  Double_t data_peak_x[nbins];
-+
+  Double_t data_peak_y[nbins];
-+
+  Double_t data_peak_dxh[nbins];
-+
+  Double_t data_peak_dxl[nbins];
-+
+  Double_t data_peak_dy[nbins];
-+
-+
+  Double_t mc_width_x[nbins];
-+
+  Double_t mc_width_y[nbins];
-+
+  Double_t mc_width_dxh[nbins];
-+
+  Double_t mc_width_dxl[nbins];
-+
+  Double_t mc_width_dy[nbins];
-+
-+
+  Double_t data_width_x[nbins];
-+
+  Double_t data_width_y[nbins];
-+
+  Double_t data_width_dxh[nbins];
-+
+  Double_t data_width_dxl[nbins];
-+
+  Double_t data_width_dy[nbins];
-+
-+
+  for(int i=0;i<nbins-1;i++) {
-+
+    NowCut.str("");
-+
+    NowCut << "numVtx>" << NumVtxBin[i] << "&&numVtx<=" << NumVtxBin[i+1];
-+
+    cout << "NVtx cut is now : " << NowCut.str() << endl;
-+
+    find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
-+
+    cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
-+
+    cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
-+
-+
+    TH1F *hDataSFNumVtx = allsamples.Draw("hDataSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
-+
+    TH1F *hDataOFNumVtx = allsamples.Draw("hDataOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
-+
+    TH1F *hMCSFNumVtx = allsamples.Draw("hMCSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
-+
+    TH1F *hMCOFNumVtx = allsamples.Draw("hMCOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
-+
-+
+    hDataSFNumVtx->Add(hDataOFNumVtx,-1);
-+
+    hMCSFNumVtx->Add(hMCOFNumVtx,-1);
-+
-+
+    mc_peak_x[i]=hMCSFNumVtx->GetMean();
-+
+    mc_peak_y[i]=MCPeak;
-+
+    mc_peak_dy[i]=MCPeakError;
-+
-+
+    data_peak_x[i]=hDataSFNumVtx->GetMean();
-+
+    data_peak_y[i]=DataPeak;
-+
+    data_peak_dy[i]=DataPeakError;
-+
-+
+    mc_width_x[i]=hMCSFNumVtx->GetMean();
-+
+    mc_width_y[i]=mcSigma;
-+
+    mc_width_dy[i]=mcSigmaError;
-+
-+
+    data_width_x[i]=hDataSFNumVtx->GetMean();
-+
+    data_width_y[i]=dataSigma;
-+
+    data_width_dy[i]=dataSigmaError;
-+
-+
+    delete hDataSFNumVtx;
-+
+    delete hDataOFNumVtx;
-+
+    delete hMCSFNumVtx;
-+
+    delete hMCOFNumVtx;
-+
+  }
-+
-+
+  for(int i=0;i<nbins-1;i++) {
-+
+    if(i==0) {
-+
+      data_width_dxl[i]=data_width_x[i];
-+
+      data_peak_dxl[i]=data_peak_x[i];
-+
+      data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
-+
+      data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
-+
-+
+      mc_width_dxl[i]=mc_width_x[i];
-+
+      mc_peak_dxl[i]=mc_peak_x[i];
-+
+      mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
-+
+      mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
-+
+    } else if(i==nbins-2) {
-+
+      data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
-+
+      data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
-+
+      data_width_dxh[i]=50-data_width_x[i];
-+
+      data_peak_dxh[i]=50-data_peak_x[i];
-+
-+
+      mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
-+
+      mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
-+
+      mc_width_dxh[i]=50-mc_width_x[i];
-+
+      mc_peak_dxh[i]=50-mc_peak_x[i];
-+
+    } else {
-+
+      data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
-+
+      data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
-+
+      data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
-+
+      data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
-+
-+
+      mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
-+
+      mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
-+
+      mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
-+
+      mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
-+
+    }
-+
+  }
-+
-+
+  TGraphAsymmErrors *gMCPeak = new TGraphAsymmErrors(nbins-1,mc_peak_x,mc_peak_y,mc_peak_dxl,mc_peak_dxh,mc_peak_dy,mc_peak_dy);
-+
+  gMCPeak->SetTitle("gMCPeak");
-+
+  gMCPeak->SetName("gMCPeak");
-+
-+
+  TGraphAsymmErrors *gDataPeak = new TGraphAsymmErrors(nbins-1,data_peak_x,data_peak_y,data_peak_dxl,data_peak_dxh,data_peak_dy,data_peak_dy);
-+
+  gDataPeak->SetTitle("gDataPeak");
-+
+  gDataPeak->SetName("gDataPeak");
-+
-+
+  TGraphAsymmErrors *gMCWidth = new TGraphAsymmErrors(nbins-1,mc_width_x,mc_width_y,mc_width_dxl,mc_width_dxh,mc_width_dy,mc_width_dy);
-+
+  gMCWidth->SetTitle("gMCWidth");
-+
+  gMCWidth->SetName("gMCWidth");
-+
-+
+  TGraphAsymmErrors *gDataWidth = new TGraphAsymmErrors(nbins-1,data_width_x,data_width_y,data_width_dxl,data_width_dxh,data_width_dy,data_width_dy);
-+
+  gDataWidth->SetTitle("gDataWidth");
-+
+  gDataWidth->SetName("gDataWidth");
-+
-+
+  can->cd();
-+
+  gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
-+
+  gMCPeak->GetYaxis()->SetTitle("Peak position");
-+
+  gMCPeak->GetXaxis()->CenterTitle();
-+
+  gMCPeak->GetYaxis()->CenterTitle();
-+
+  gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
-+
+  gDataPeak->GetYaxis()->SetTitle("Peak position");
-+
+  gDataPeak->GetXaxis()->CenterTitle();
-+
+  gDataPeak->GetYaxis()->CenterTitle();
-+
-+
+  gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
-+
+  gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
-+
+  gDataWidth->GetXaxis()->CenterTitle();
-+
+  gDataWidth->GetYaxis()->CenterTitle();
-+
+  gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
-+
+  gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
-+
+  gMCWidth->GetXaxis()->CenterTitle();
-+
+  gMCWidth->GetYaxis()->CenterTitle();
-+
-+
+  gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
-+
+  gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
-+
+  gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
-+
+  gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
-+
-+
+  can->cd();
-+
+  gMCPeak->Draw("A2");
-+
+  DrawMCPrelim();
-+
+  CompleteSave(can,"PUStudy/MCPeak");
-+
-+
+  can->cd();
-+
+  gStyle->SetOptFit(0);
-+
+  gMCPeak->Fit("pol1");
-+
+  gMCPeak->GetYaxis()->SetRangeUser(0,15);
-+
+  TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
-+
-+
+  gMCPeak->Draw("A2");
-+
+  MCFit->SetLineColor(kBlue);
-+
+  MCFit->SetLineWidth(2);
-+
+  MCFit->Draw("same");
-+
+  stringstream mresult;
-+
+  mresult << "Slope: " << std::setprecision(2) << MCFit->GetParameter(1) << " +/- " << MCFit->GetParError(1);
-+
+  TText* mrestitle = write_text(0.7,0.2,mresult.str());
-+
+  mrestitle->Draw();
-+
+  DrawMCPrelim();
-+
+  CompleteSave(can,"PUStudy/MCPeak_Fit");
-+
-+
+  gMCPeak->Draw("A2");
-+
+  DrawMCPrelim();
-+
+  CompleteSave(can,"PUStudy/MCWidth");
-+
-+
-+
+  can->cd();
-+
+  gDataPeak->Draw("A2");
-+
+  DrawPrelim();
-+
+  CompleteSave(can,"PUStudy/DataPeak");
-+
-+
+  can->cd();
-+
+  gStyle->SetOptFit(0);
-+
+  gDataPeak->GetYaxis()->SetRangeUser(0,15);
-+
+  gDataPeak->Fit("pol1");
-+
-+
+  TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
-+
+  DataFit->SetLineColor(kBlue);
-+
+  DataFit->SetLineWidth(2);
-+
+  DataFit->Draw("same");
-+
+  stringstream dresult;
-+
+  dresult << "Slope: " << std::setprecision(2) << DataFit->GetParameter(1) << " +/- " << DataFit->GetParError(1);
-+
+  TText* drestitle = write_text(0.7,0.2,dresult.str());
-+
+  drestitle->Draw();
-+
+  DrawPrelim();
-+
+  CompleteSave(can,"PUStudy/DataPeak_Fit");
-+
-+
+  can->cd();
-+
+  gDataWidth->Draw("A2");
-+
+  DrawPrelim();
-+
+  CompleteSave(can,"PUStudy/DataWidth");
-+
-+
+  if(StoreResultsInSeparateFile) {
-+
+    TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
-+
+    gMCPeak->Write();
-+
+    gDataPeak->Write();
-+
+    gMCWidth->Write();
-+
+    gDataWidth->Write();
-+
+    PeakFinding->Close();
-+
+  }
-+
-+
-+
+  dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
-+
+  dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
-+
-+
+  TLegend *leg = make_legend();
-+
+  can->cd();
-+
+  int j=0;
-+
+  for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
-+
+    PeakLibrary::DataHistogram[i]->Rebin(5);
-+
+    PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
-+
+    if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
-+
+    else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
-+
+    stringstream name;
-+
+    name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
-+
+    leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
-+
+    j++;
-+
+  }
-+
-+
+  leg->Draw();
-+
+  DrawPrelim();
-+
+  CompleteSave(can,"PUStudy/DataOverview");
-+
-+
+  TLegend *leg2 = make_legend();
-+
+  can->cd();
-+
+  j=0;
-+
+  for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
-+
+    PeakLibrary::MCHistogram[i]->Rebin(5);
-+
+    PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
-+
+    if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
-+
+    else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
-+
+    stringstream name;
-+
+    name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
-+
+    leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
-+
+    j++;
-+
+  }
-+
-+
+  leg->Draw();
-+
+  DrawPrelim();
-+
+  CompleteSave(can,"PUStudy/MCOverview");
-+
-+
+  delete can;
-+
+  PeakLibrary::StoreHistos=false;
-+
+}
-+
-+
-+
-+
+void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
-+
+{
-+
+  bool overunderflowstatus=addoverunderflowbins;
-+
+  switch_overunderflow(false);
-+
-+
+  TCut SpecialCut("mll>=0");
-+
+  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
-+
-+
+  bool DoInvidualeemmPeaks=false;
-+
-+
+  float mcpeak, datapeak;
-+
+  float mcpeakerr, datapeakerr;
-+
-+
+  float mceepeak,mcmmpeak;
-+
+  float mceepeakerr,mcmmpeakerr;
-+
-+
+  float datammpeak,dataeepeak;
-+
+  float datammpeakerr,dataeepeakerr;
-+
-+
+  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
-+
-+
+  dout << "Finding global peak : " << endl;
-+
+  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
-+
-+
+  if(DoInvidualeemmPeaks) {
-+
+    dout << "Finding peak for electrons : " << endl;
-+
+    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
-+
+    dout << "Finding peak for muons : " << endl;
-+
+    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
-+
-+
+    datajzb << "(" << jzbvariabledata;
-+
+    mcjzb << "(" << jzbvariablemc;
-+
-+
+    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
-+
+    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
-+
-+
+    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
-+
+    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
-+
-+
+    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
-+
+    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
-+
-+
+    datajzb << ")";
-+
-+
+    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
-+
+    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
-+
-+
+    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
-+
+    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
-+
-+
+    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
-+
+    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
-+
-+
+    mcjzb << ")";
-+
-+
+  } else {
-+
+    datajzb << "(" << jzbvariabledata;
-+
+    mcjzb   << "(" << jzbvariablemc;
-+
-+
+    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
-+
+    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
-+
-+
+    datajzb << ")";
-+
-+
+    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
-+
+    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
-+
-+
+    mcjzb << ")";
-+
+  }
-+
-+
+    MCPeak=mcpeak;
-+
+    MCPeakError=mcpeakerr;
-+
+    DataPeak=datapeak;
-+
+    DataPeakError=datapeakerr;
-+
+    switch_overunderflow(overunderflowstatus);
-+
+}
-+
-+
+void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth, int MCorData) {
-+
+  float min=70.0;
-+
+  float max=115.0;
-+
+  if(!PlottingSetup::RestrictToMassPeak) {
-+
+    min=20;
-+
+    max=300;
-+
+  }
-+
+  int nbins=int((max-min)/binWidth);
-+
-+
+  string prefix="";
-+
+  if(MCorData==mc) prefix="MC__";
-+
-+
-+
+  if(MCorData==mc) datajzb=mcjzb;
-+
-+
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
-+
-+
+  stringstream largerzeroS;
-+
+  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
-+
+  TCut largerzeroD(largerzeroS.str().c_str());
-+
-+
+  stringstream smallerzeroS;
-+
+  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
-+
+  TCut smallerzeroD(smallerzeroS.str().c_str());
-+
-+
-+
+  stringstream largerzeroMS;
-+
+  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
-+
+  TCut largerzeroM(largerzeroMS.str().c_str());
-+
-+
-+
+  stringstream smallerzeroMS;
-+
+  smallerzeroMS << "(" << mcjzb << "<-" << jzbthreshold << ")";
-+
+  TCut smallerzeroM(smallerzeroMS.str().c_str());
-+
-+
+  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,MCorData,luminosity);
-+
+  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
-+
+  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,MCorData,luminosity);
-+
+  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,MCorData,luminosity);
-+
+  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,MCorData,luminosity);
-+
-+
+  TH1F *RcorrJZBSBem;
-+
+  TH1F *LcorrJZBSBem;
-+
+  TH1F *RcorrJZBSBeemm;
-+
+  TH1F *LcorrJZBSBeemm;
-+
-+
+//  TH1F *RcorrJZBeemmNoS;
-+
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,MCorData, luminosity);
-+
+    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,MCorData, luminosity);
-+
+    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,MCorData, luminosity);
-+
+    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,MCorData, luminosity);
-+
+  }
-+
-+
+    // Separate predictions
-+
+  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
-+
+  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
-+
+  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
-+
-+
+  TH1F *BpredSys = (TH1F*)SFN->Clone("BpredSys");
-+
+  ClearHisto(BpredSys);
-+
+  AddSquared(BpredSys,SFN,pow(PlottingSetup::zjetsestimateuncertOFFPEAK,2));
-+
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    OFP->Scale(1.0/3.0);
-+
+    OFP->Add(RcorrJZBSBem,1.0/3.);
-+
+    OFP->Add(RcorrJZBSBeemm,1.0/3.);
-+
+    OFN->Scale(1.0/3.0);
-+
+    OFN->Add(LcorrJZBSBem,1.0/3.);
-+
+    OFN->Add(LcorrJZBSBeemm,1.0/3.);
-+
+    AddSquared(BpredSys,RcorrJZBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
-+
+    AddSquared(BpredSys,RcorrJZBSBem,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
-+
+    AddSquared(BpredSys,RcorrJZBSBeemm,pow((1.0/3) * PlottingSetup::emuncertOFFPEAK,2));
-+
+  } else {
-+
+    AddSquared(BpredSys,OFN,pow(PlottingSetup::emuncertOFFPEAK,2));
-+
+  }
-+
-+
+  SQRT(BpredSys);
-+
-+
+  TGraphErrors *BpredSysBand = new TGraphErrors();
-+
+//  TH1F *BpredSysBand = (TH1F*)BpredSys->Clone("BpredSysBand");
-+
-+
+  for(int i=1;i<=BpredSys->GetNbinsX();i++) {
-+
+    /*BpredSysBand->SetBinError(i,BpredSysBand->GetBinContent(i));
-+
+    BpredSysBand->SetBinContent(i,0);*/
-+
+    float dx=0.5*BpredSys->GetBinWidth(i);
-+
+    float dy=BpredSys->GetBinContent(i);
-+
+    BpredSysBand->SetPoint(i-1,BpredSys->GetBinCenter(i),0);
-+
+    BpredSysBand->SetPointError(i-1,dx,dy);
-+
+  }
-+
-+
+  delete BpredSys;
-+
+  BpredSysBand->SetFillColor(TColor::GetColor("#2E9AFE"));
-+
-+
+  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
-+
+  Bpred->Add(OFP);
-+
+  Bpred->Add(OFN,-1);
-+
+  Bpred->SetLineColor(kRed);
-+
-+
+  RcorrJZBeemm->SetTitleOffset(1.3,"y");
-+
+  RcorrJZBeemm->Draw();
-+
+  mcRcorrJZBeemm.Draw("histo,same");
-+
+  Bpred->Draw("histo,same");
-+
+  RcorrJZBeemm->Draw("same");
-+
-+
+  TLegend *leg = allsamples.allbglegend();
-+
+  leg->SetX1(0.58);
-+
+//  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
-+
+  leg->AddEntry(Bpred,"predicted (data)","l");
-+
+  leg->Draw("same");
-+
-+
+  stringstream saveas;
-+
+  saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold;
-+
+  CompleteSave(ckin,saveas.str());
-+
-+
+  // Draw all predictions overlayed
-+
+  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
-+
+  SFN->SetLineColor(kGreen+2);
-+
+  SFN->SetLineStyle(2);
-+
+  SFN->SetLineWidth(w);
-+
+  OFP->SetLineColor(kBlue+2);
-+
+  OFP->SetLineStyle(2);
-+
+  OFP->SetLineWidth(w);
-+
+  OFN->SetLineColor(kMagenta+2);
-+
+  OFN->SetLineStyle(3);
-+
+  OFN->SetLineWidth(w);
-+
-+
+  RcorrJZBeemm->Draw();
-+
+  SFN->Draw("histo,same");
-+
+  OFP->Draw("histo,same");
-+
+  OFN->Draw("histo,same");
-+
+  Bpred->Draw("histo,same");
-+
+  RcorrJZBeemm->Draw("same");
-+
-+
+  TLegend *leg2 = make_legend("",0.52,0.7);
-+
+  if(MCorData==data) {
-+
+    leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
-+
+    leg2->AddEntry(Bpred,"predicted (data)","l");
-+
+  } else {
-+
+    leg2->AddEntry(RcorrJZBeemm,"true (MC)","lp");
-+
+    leg2->AddEntry(Bpred,"predicted (MC)","l");
-+
+  }
-+
-+
+  if(jzbthreshold>0) {
-+
+    leg2->AddEntry(SFN,  ("  SF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
-+
+    leg2->AddEntry(OFN,  ("  OF JZB<-"+any2string(jzbthreshold)).c_str(),"l");
-+
+  } else {
-+
+    leg2->AddEntry(SFN,  "  SF JZB<0","l");
-+
+    leg2->AddEntry(OFN,  "  OF JZB<0","l");
-+
+  }
-+
+  leg2->AddEntry(OFP,  ("  OF JZB>"+any2string(jzbthreshold)).c_str(),"l");
-+
+  leg2->Draw("same");
-+
-+
+  saveas.str("");
-+
+  saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc";
-+
+  CompleteSave(ckin,saveas.str());
-+
-+
-+
+  TH1F *diff = (TH1F*)RcorrJZBeemm->Clone("diff");
-+
+  diff->Add(Bpred,-1);
-+
-+
+  TLegend *dleg = make_legend();
-+
+  if(MCorData==data) dleg->AddEntry(diff,"Obs-predicted","p");
-+
+  else dleg->AddEntry(diff,"True-predicted","p");
-+
+  dleg->AddEntry(BpredSysBand,"Sys. envelope","f");
-+
+  dleg->SetY1(0.7);
-+
-+
-+
+  diff->GetYaxis()->SetTitle("true - predicted");
-+
+  if(MCorData==data) diff->GetYaxis()->SetTitle("observed - predicted");
-+
+  diff->Draw("e1");
-+
+  BpredSysBand->Draw("e2");
-+
+  diff->Draw("e1,same");
-+
+  dleg->Draw();
-+
-+
+  if(MCorData==data) DrawPrelim();
-+
+  else DrawMCPrelim();
-+
-+
+  saveas.str("");
-+
+  saveas << "kin/Mll_After_Cut/" << prefix << "Cut_At" << jzbthreshold << "_nomc_Diff";
-+
+  CompleteSave(ckin,saveas.str());
-+
-+
+  delete BpredSysBand;
-+
+  delete diff;
-+
-+
+  delete RcorrJZBeemm;
-+
+  delete LcorrJZBeemm;
-+
+  delete RcorrJZBem;
-+
+  delete LcorrJZBem;
-+
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    delete RcorrJZBSBeemm;
-+
+    delete LcorrJZBSBeemm;
-+
+    delete RcorrJZBSBem;
-+
+    delete LcorrJZBSBem;
-+
+  }
-+
+  delete Bpred;
-+
+  delete ckin;
-+
+  CleanLegends();
-+
+}
-+
+void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
+  datahistoOSSF->SetMarkerSize(DataMarkerSize);
+  datahistoOSSF->Draw();
-<
+  mcstackOSSF.Draw("same");
->
+  mcstackOSSF.Draw("histo,same");
+  datahistoOSSF->Draw("same");
+  datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
+  TIter next(bgleg->GetListOfPrimitives());
+  TObject* obj;
+  // Copy the nice bkgd legend skipping the "data"
-<
+  while ( obj = next() )
->
+  while ( (obj = next()) )
+    if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
+      kinleg->GetListOfPrimitives()->Add(obj);
+  delete datahistoOSOF;
+  delete datahistoOSSF;
+  delete ckin;
-+
+  CleanLegends();
+  TIter next(hmc.GetHists());
+  TObject* obj;
+  TH1* hratio = NULL;
-<
+  while ( obj = next() ) {
->
+  while ( (obj = next()) ) {
+    if ( !hratio ) {
+      hratio = (TH1*)obj->Clone();
+      hratio->SetName("hratio");
+  oneline->Draw("same");
-+
+float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
-+
+                        string xlabel, string filename, float legendPosition=0.55) {
-+
-+
+  TCut ibasiccut=basiccut;
-+
+  bool draw_separation_lines=false;
-+
-+
+  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
-+
-+
+  TCut cutSF;
-+
+  TCut cutOF;
-+
-+
+  cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
-+
+  cutOF = cutOSOF&&cutnJets&&ibasiccut;
-+
+  cutSF = cutOSSF&&cutnJets&&ibasiccut;
-+
-+
+  TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
-+
-+
+  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
-+
+  rcan->SetLogy(logscale);
-+
+  rcan->cd();
-+
-+
+  std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
-+
+  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
-+
+  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
-+
+//   string signal("LM3");
-+
+//   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
-+
+//   int idx = signalsamples.FindSample(signal)[0];
-+
+//   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
-+
+//   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
-+
+//   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
-+
+//   signalhisto->SetLineStyle(2);
-+
+  datahistoSF->SetMarkerSize(DataMarkerSize);
-+
+  datahistoOF->SetLineColor(kRed);
-+
+  datahistoOF->SetLineWidth(2);
-+
-+
+  datahistoOF->Scale(1.02); // R(SF/OF)
-+
-+
+  if ( !logscale ) {
-+
+    datahistoSF->SetMinimum(0); // Defaults
-+
+  } else {
-+
+    datahistoSF->SetMinimum(0.5);
-+
+  }
-+
+  if (ymax<0) {
-+
+    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
-+
+    else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
-+
+  } else {
-+
+    datahistoSF->SetMaximum(ymax);
-+
+  }
-+
-+
+  float ymaxSet = datahistoSF->GetMaximum();
-+
-+
+  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
-+
+  datahistoSF->GetYaxis()->SetTitle("Events");
-+
+  datahistoSF->GetXaxis()->CenterTitle();
-+
+  datahistoSF->GetYaxis()->CenterTitle();
-+
-+
+  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.6,false,legendPosition+0.2);
-+
+  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
-+
+  if (datahistoOF->Integral()>0) {
-+
+    mleg->AddEntry(datahistoOF, "OF based estimate", "L");
-+
+  } else {
-+
+    mleg->AddEntry((TObject*)0, "", "");
-+
+  }
-+
+  //mleg->AddEntry(signalhisto, "LM3", "L");
-+
-+
+  datahistoSF->Draw("E1");
-+
-+
+  TH1F *syshisto = (TH1F*)datahistoOF->Clone("syshisto");
-+
+  TGraphAsymmErrors *datahistoOFboxes = produce_ratio_graph(datahistoOF);
-+
+  for(int i=0;i<datahistoOFboxes->GetN();i++) {
-+
+    float ex=datahistoOFboxes->GetErrorX(i);
-+
+    float ey=datahistoOFboxes->GetErrorY(i);
-+
+    double x,y;
-+
+    datahistoOFboxes->GetPoint(i,x,y);
-+
+    float pey = sqrt(pow(y*0.07,2)+pow(datahistoOF->GetBinError(i+1),2));
-+
+    datahistoOFboxes->SetPointError(ex,ex,pey,pey);
-+
+    syshisto->SetBinContent(i+1,0.07);
-+
+    syshisto->SetBinError(i+1,0.07);
-+
+    if(y<0.01) datahistoOF->SetBinContent(i+1,0);
-+
+  }
-+
+  mleg->AddEntry(datahistoOFboxes,"Total uncert.","F");
-+
+  datahistoOFboxes->SetFillColor(TColor::GetColor("#2E9AFE"));
-+
-+
+  if (datahistoOF->Integral()>0) datahistoOFboxes->Draw("20");
-+
+  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
-+
-+
+  datahistoSF->Draw("E1,same");
-+
-+
+  //signalhisto->Draw("HIST,SAMES");
-+
+  mleg->Draw();
-+
+  DrawPrelim();
-+
+  if (datahistoOF->Integral()>0) {
-+
+//    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
-+
+    save_with_ratio_and_sys_band(0, datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF",syshisto);
-+
+  } else {
-+
+    CompleteSave(rcan, "SFOF/" + filename);
-+
+  }
-+
-+
+  datahistoSF->Delete();
-+
+  datahistoOF->Delete();
-+
+  //signalhisto->Delete();
-+
+  delete datahistoOFboxes;
-+
+  delete syshisto;
-+
+  delete mleg;
-+
+  delete rcan;
-+
+  delete ofsf_can;
-+
+  return ymaxSet;
-+
+}
-+
-+
+// Compare data to data
-+
+float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
-+
+                                string xlabel, string filename, float legendPosition=0.55) {
-+
-+
+  TCut ibasiccut=basiccut&&cut;
-+
-+
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
-+
+  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
-+
+  rcan->SetLogy(logscale);
-+
+  rcan->cd();
-+
-+
+  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
-+
-+
+  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
-+
+  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
-+
+  data1->Scale(5.0/9.2);
-+
-+
+  data1->SetMarkerSize(DataMarkerSize);
-+
+  data2->SetLineColor(kRed);
-+
-+
+  if ( !logscale ) {
-+
+    data1->SetMinimum(0); // Defaults
-+
+  } else {
-+
+    data1->SetMinimum(0.5);
-+
+  }
-+
+  if (ymax<0) {
-+
+    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
-+
+    else data1->SetMaximum(1.5*data1->GetMaximum());
-+
+  } else {
-+
+    data1->SetMaximum(ymax);
-+
+  }
-+
-+
+  float ymaxSet = data1->GetMaximum();
-+
-+
+  data1->GetXaxis()->SetTitle(xlabel.c_str());
-+
+  data1->GetYaxis()->SetTitle("Events");
-+
+  data1->GetXaxis()->CenterTitle();
-+
+  data1->GetYaxis()->CenterTitle();
-+
-+
+  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
-+
+  mleg->AddEntry(data1, "2012 data (scaled)", "PL");
-+
+  mleg->AddEntry(data2, "2011 data", "L");
-+
-+
+  data1->Draw("E1");
-+
+  data2->Draw("HIST,SAMES");
-+
+  mleg->Draw();
-+
+  DrawPrelim();
-+
+  Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
-+
-+
+  data1->Delete();
-+
+  data2->Delete();
-+
+  delete mleg;
-+
+  delete rcan;
-+
+  delete ckin;
-+
-+
+}
-+
-+
+void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
-+
+                     string xlabel, string filename, float tymax=-1, float legendPosition=0.55) {
-+
-+
+  string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
-+
+  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
-+
+  string plotname[] = {"_all","_low","_peak","_high"};
-+
+  float ymax;
-+
+  if(tymax>0) ymax=tymax;
-+
-+
+  int start = 0;
-+
+  if ( !PlottingSetup::openBox ) start = 3;
-+
-+
+  for ( int i=start; i<4; ++i ) {
-+
+    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
-+
+    if ( i==start && !(tymax>0) ) {
-+
+      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
-+
+                         filename+plotname[i], legendPosition );
-+
+    } else {
-+
+      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
-+
+                         filename+plotname[i], legendPosition );
-+
+    }
-+
+    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
-+
+                       filename+plotname[i]+"_mm", legendPosition );
-+
+    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
-+
+                       filename+plotname[i]+"_ee", legendPosition );
-+
+  }
-+
-+
+}
-+
-+
+TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
-+
+  string scut=(string)(const char*)cut;
-+
+  string acut=ReplaceAll(scut,replacethis,withthis);
-+
+  return TCut(acut.c_str());
-+
+}
-+
-+
+void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
-+
+  TCut cut=addcut&&basiccut;
-+
-+
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
-+
+  ckin->SetLogy(dolog);
-+
+  cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
-+
+  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
-+
+  datahisto->SetMarkerSize(DataMarkerSize);
-+
+  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
-+
+  else datahisto->SetMinimum(0.5);
-+
+  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
-+
+  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
-+
+  cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
-+
+  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
+  TH1F *MCcentral = CollapseStack(mcstack);
-+
-+
+  TCut bkpcut = cut;
-+
+  cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
-+
+  cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
-+
+  TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
-+
+  cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
-+
+  cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
-+
+  TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
-+
+  cut=bkpcut;
-+
+  TCut bkpweight = cutWeight;
-+
+  cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
-+
+  cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
-+
+  TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
-+
+  cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
-+
+  cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
-+
+  TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
+  cutWeight=bkpweight;
-+
+  cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
-+
+  TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
-+
+  for(int i=1;i<=Systematic->GetNbinsX();i++) {
-+
+    float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
-+
+    float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
-+
+    float jes   = jesdn>jesup?jesdn:jesup;
-+
-+
+    float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
-+
+    float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
-+
+    float pu   = PUdn>PUup?PUdn:PUup;
-+
-+
+    float sys=sqrt(jes*jes+pu*pu);
-+
+    sys/=MCcentral->GetBinContent(i);
-+
+    if(MCcentral->GetBinContent(i)==0) sys=0;
-+
+    Systematic->SetBinContent(i,sys);
-+
+  }
-+
-+
+  datahisto->Draw("e1");
-+
+  ckin->Update();
-+
+  mcstack.Draw("histo,same");
-+
-+
+  datahisto->Draw("same,e1");
-+
+  TLegend *kinleg = allsamples.allbglegend();
-+
+  kinleg->Draw();
-+
-+
+  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+  kinpad->SetLogy(dolog);
-+
+  kinpad->cd();
-+
+  datahisto->Draw("e1");
-+
+  mcstack.Draw("histo,same");
-+
+  datahisto->Draw("same,e1");
-+
+  datahisto->Draw("same,axis");
-+
-+
+  kinleg->Draw("same");
-+
+  DrawPrelim();
-+
+  string saveas="kin/"+filename;
-+
-+
+  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
-+
+  save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
-+
-+
+  ckin->cd();
-+
+  MCcentral->SetFillColor(kWhite);
-+
+  MCcentral->SetLineColor(kBlack);
-+
+  MCcentral->SetLineWidth(2);
-+
+  MCPUdn->SetLineColor(kRed);
-+
+  MCPUup->SetLineColor(kYellow);
-+
+  MCJESdn->SetLineColor(kBlue);
-+
+  MCJESup->SetLineColor(kGreen);
-+
-+
+  TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
-+
+  legsmall->SetNColumns(5);
-+
+  legsmall->AddEntry(MCcentral,"central","L");
-+
+  legsmall->AddEntry(MCPUdn,"PU down","L");
-+
+  legsmall->AddEntry(MCPUup,"PU up","L");
-+
+  legsmall->AddEntry(MCJESdn,"JES down","L");
-+
+  legsmall->AddEntry(MCJESup,"JES up","L");
-+
+  legsmall->SetFillColor(kWhite);
-+
+  legsmall->SetBorderSize(0);
-+
-+
+  datahisto->Draw("e1");
-+
+  MCcentral->Draw("histo,same");
-+
+  MCPUdn->Draw("histo,same");
-+
+  MCPUup->Draw("histo,same");
-+
+  MCJESdn->Draw("histo,same");
-+
+  MCJESup->Draw("histo,same");
-+
+  datahisto->Draw("e1,same");
-+
+  legsmall->Draw();
-+
+  CompleteSave(ckin,saveas+"___AllLines");
-+
-+
+  delete datahisto;
-+
+  delete MCcentral;
-+
+  delete MCPUdn;
-+
+  delete MCPUup;
-+
+  delete MCJESdn;
-+
+  delete MCJESup;
-+
+  delete ckin;
-+
+}
-+
-+
+void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
-+
+  DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
-+
+}
-+
+float lastrange_min=0;
+float lastrange_max=0;
+//  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
+  TCut ibasiccut=basiccut;
+  bool draw_separation_lines=false;
-+
+  bool drawsignal = false;
+  if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
+  //Step 2: Refine the cut
+  TCut cut;
+  cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
-<
+  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
->
+  if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
->
+  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
+  if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
-<
+  if(filename=="mll") {
->
+  if(filename=="mll"||filename=="mll_met100") {
+        cut=cutOSSF&&cutnJets&&ibasiccut;
+        draw_separation_lines=true;
-<
+  if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
-<
+  if(filename=="mll_osof") {
->
+  if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
->
+  if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
->
+  if(filename=="mll_osof"||filename=="mll_osof_met100") {
+        cut=cutOSOF&&cutnJets&&ibasiccut;
+        draw_separation_lines=true;
-<
+  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
-<
+  if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
->
+  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
->
+  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
->
+  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
->
+  if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
+  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
+  if(filename=="mll_inclusive_osof") cut=cutOSOF;
+  if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
+  if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
+  if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
+  if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
-+
+  if(filename=="numVtx") cut=cutmass&&ibasiccut;
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
+  ckin->SetLogy(logscale);
+  TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
+  datahisto->SetMarkerSize(DataMarkerSize);
-<
+  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
->
+  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
->
+  else datahisto->SetMinimum(0.5);
->
+  // Custom max.
->
+  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
+  if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
+  if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
-<
+  if(filename=="mll_inclusive") datahisto->SetMinimum(1);
->
+  if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
+  if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
+  if(filename=="mll_osof") datahisto->SetMinimum(9);
-+
+  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
-+
+  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
-<
+  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
-<
+  datahisto->Draw("e1");
-<
+  ckin->Update();
->
+  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
+  if(loadlastminmax) {
+        datahisto->SetMinimum(lastrange_min);
+        datahisto->SetMaximum(lastrange_max);
-<
+  mcstack.Draw("same");
->
+  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
->
+  string signal("LM3");
->
+  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
->
+  int idx = signalsamples.FindSample(signal)[0];
->
+  if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
->
+  if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
->
+  if(drawsignal) signalhisto->SetLineColor(kOrange);
->
->
+  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
->
+  datahisto->Draw("e1");
->
+  ckin->Update();
->
+  mcstack.Draw("histo,same");
->
+  datahisto->Draw("same,e1");
+  TLegend *kinleg = allsamples.allbglegend();
+  kinleg->Draw();
+        kinpad->cd();
+        kinpad->SetLogy(logscale);
+        datahisto->Draw("e1");
-<
+        mcstack.Draw("same");
->
+        mcstack.Draw("histo,same");
->
+        if(drawsignal) signalhisto->Draw("same");
+        datahisto->Draw("same,e1");
+        datahisto->Draw("same,axis");
+        if(RestrictToMassPeak&&draw_separation_lines) {
+          upperboundary->Draw("same");
-+
+        if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
+        kinleg->Draw();
+        write_cut->Draw();
+        DrawPrelim();
+        string saveas="kin/"+filename;
+        if(isPF) saveas="kin/"+filename+"__PF";
-<
+        save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
->
+        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
+//      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
+//      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
+//      delete with_ratio;
+        else CompleteSave(ckin,"kin/"+filename);
+  datahisto->Delete();
-+
+  delete signalhisto;
-+
+  delete ckin;
-+
+}
-+
-+
-+
+void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
-+
+                   string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
-+
+  TCut cut=TCut(addcut.c_str())&&basiccut;
-+
-+
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
-+
+  ckin->SetLogy(logscale);
-+
+  TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
-+
+  datahisto->SetMarkerSize(DataMarkerSize);
-+
+  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
-+
+  else datahisto->SetMinimum(0.5);
-+
+  // Custom max.
-+
+  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
-+
+  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
-+
-+
+  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
-+
+  if(loadlastminmax) {
-+
+        datahisto->SetMinimum(lastrange_min);
-+
+        datahisto->SetMaximum(lastrange_max);
-+
+        if(logscale) {
-+
+                datahisto->SetMinimum(pow(10,lastrange_min));
-+
+                datahisto->SetMaximum(pow(10,lastrange_max));
-+
+        }
-+
+  }
-+
-+
+  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
+  datahisto->Draw("e1");
-+
+  ckin->Update();
-+
+  mcstack.Draw("histo,same");
-+
-+
+  datahisto->Draw("same,e1");
-+
+  TLegend *kinleg = allsamples.allbglegend();
-+
+  kinleg->Draw();
-+
-+
+  lastrange_min=ckin->GetUymin();
-+
+  lastrange_max=ckin->GetUymax();
-+
-+
+  if ( plotratio ) {
-+
+        TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+        kinpad->cd();
-+
+        kinpad->SetLogy(logscale);
-+
+        datahisto->Draw("e1");
-+
+        mcstack.Draw("histo,same");
-+
+        datahisto->Draw("same,e1");
-+
+        datahisto->Draw("same,axis");
-+
-+
+        kinleg->Draw();
-+
+        DrawPrelim();
-+
+        string saveas="kin/"+filename;
-+
+        if(isPF) saveas="kin/"+filename+"__PF";
-+
+        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
-+
+  } else {
-+
+        if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
-+
+        else CompleteSave(ckin,"kin/"+filename);
-+
+  }
-+
+  datahisto->Delete();
+  delete ckin;
-<
+void make_JES_plot() {
->
+void make_JES_plot(TCut cut, string name) {
+  int nbins=10;
+  float min=-0.5;
+  float max = 9.5;
+  bool logscale=true;
+  string xlabel="nJets";
-–
+  TCut cut=cutmass&&cutOSSF&&basiccut;
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
+  ckin->SetLogy(logscale);
-<
+  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
->
+  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
+  datahisto->SetMarkerSize(DataMarkerSize);
-<
+  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
-<
+  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
-<
+  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
->
+  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
->
+  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
->
+  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
+  datahisto->SetMinimum(1);
+  datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
+  JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
+  JESunc->SetFillStyle(3002);
+  datahisto->Draw("e1");
-<
+  mcstack.Draw("same");
->
+  mcstack.Draw("histo,same");
+  JESunc->Draw("2");
+  datahisto->Draw("same,e1");
+  TLegend *kinleg = allsamples.allbglegend();
+  kinleg->AddEntry(JESunc,"JES uncertainty","f");
+  kinleg->Draw();
-<
+  CompleteSave(ckin,"Systematics/JES");
->
+  CompleteSave(ckin,"Systematics/JES"+name);
+  datahisto->Delete();
+  delete ckin;
-+
+  delete JESunc;
-+
+  delete JESup;
-+
+  delete JESdn;
-+
+  CleanLegends();
-+
+}
-+
-+
+string Cut2Str(TCut cut) {
-+
+  return ((string)(const char*)cut);
-+
+}
-+
-+
+void MakeElegantTwoThreeComparisons() {
-+
-+
+    TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
-+
+    TCut TwoJets("pfJetGoodNum40==2");
-+
+    TCut ThreeJets("pfJetGoodNum40>=3");
-+
-+
+    float min=20;
-+
+    float max=300;
-+
+    int nbins=int((max-min)/5.0);
-+
+    string xlabel="m_{ll} [GeV]";
-+
-+
+    TCanvas *can2 = new TCanvas("can2","can2");
-+
+    TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
-+
+    TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
-+
+    TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
-+
+    TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
-+
-+
+    can2->cd(1);
-+
-+
+    TwoSF->SetFillColor(kWhite);
-+
+    TwoOF->SetFillColor(kWhite);
-+
+    ThreeSF->SetFillColor(kWhite);
-+
+    ThreeOF->SetFillColor(kWhite);
-+
-+
+    TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
-+
+    kin3->cd();
-+
+    TwoOF->Draw("histo");
-+
+    TwoSF->Draw("e1,same");
-+
+    TLegend *leg_SFOF_Two = make_legend();
-+
+    leg_SFOF_Two->SetHeader("t#bar{t} MC:");
-+
+    leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
-+
+    leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
-+
+    leg_SFOF_Two->Draw();
-+
+    Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
-+
-+
+    TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
-+
+    kin4->cd();
-+
+    ThreeOF->Draw("histo");
-+
+    ThreeSF->Draw("e1,same");
-+
+    TLegend *leg_SFOF_Three = make_legend();
-+
+    leg_SFOF_Three->SetHeader("t#bar{t} MC:");
-+
+    leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
-+
+    leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
-+
+    leg_SFOF_Three->Draw();
-+
+    Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
-+
-+
-+
+    TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
-+
+    TPad *kin = new TPad("kin","kin",0,0,1,1);
-+
+    kin->cd();
-+
+    TwoSF->Draw("histo");
-+
+    ThreeSF->Draw("e1,same");
-+
+    TLegend *leg_SF_Two_Three = make_legend();
-+
+    leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
-+
+    leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
-+
+    leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
-+
+    leg_SF_Two_Three->Draw();
-+
+    Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
-+
-+
+    TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
-+
+    TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
-+
+    kin2->cd();
-+
+    TwoOF->Draw("histo");
-+
+    ThreeOF->Draw("e1,same");
-+
+    TLegend *leg_OF_Two_Three = make_legend();
-+
+    leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
-+
+    leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
-+
+    leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
-+
+    leg_OF_Two_Three->Draw();
-+
+    Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
-+
-+
+}
-+
-+
+void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
-+
+  pad->cd();
-+
+  TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
-+
+  for(int i=1;i<=Down->GetNbinsX();i++) {
-+
+    float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
-+
+    float error=abs(Down->GetBinContent(i)-average);
-+
+    gr->SetPoint(i-1,Down->GetBinCenter(i),average);
-+
+    gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
-+
+  }
-+
+  gr->SetFillColor(TColor::GetColor("#F79F81"));
-+
+  gr->GetYaxis()->SetRangeUser(0,2);
-+
+  gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
-+
+  gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
-+
+  gr->GetXaxis()->CenterTitle();
-+
+  gr->GetYaxis()->CenterTitle();
-+
-+
+  gr->Draw("A2");
-+
+  central->Draw("e1,same");
-+
+  DrawMCPrelim();
-+
+  TText *rtitle = write_text(0.8,0.8,title);
-+
+  TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
-+
+  line->SetLineColor(kBlue);
-+
+  line->SetLineStyle(2);
-+
+  line->Draw("same");
-+
+  rtitle->Draw("same");
-+
+}
-+
-+
+TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
-+
+  TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
-+
+  basehisto->Add(originalttbar,-1);
-+
+  basehisto->Add(httbar);
-+
-+
+  string sname=httbar->GetName();
-+
+  sname="R"+sname.substr(1,sname.length());
-+
+  TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
-+
+  ratio->Divide(basehisto);
-+
+  delete basehisto;
-+
+  return ratio;
-+
+}
-+
-+
+void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
-+
-+
+  TCut cut=addcut&&basiccut;
-+
-+
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
-+
+  ckin->SetLogy(dolog);
-+
+  cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
-+
+  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
-+
+  datahisto->SetMarkerSize(DataMarkerSize);
-+
+  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
-+
+  else datahisto->SetMinimum(0.5);
-+
+  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
-+
+  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
-+
+  cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
-+
+  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
-+
+  TH1F *MCcentral = CollapseStack(mcstack);
-+
-+
+  cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
-+
+  TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("/TT_"));
-+
+  TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
-+
-+
+  cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
-+
+  TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
-+
+  TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
-+
-+
+  cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
-+
+  TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
-+
+  TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
-+
-+
+  cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
-+
+  TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
-+
+  TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
-+
-+
+  cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
-+
+  TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
-+
+  TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
-+
-+
+  datahisto->Draw("e1");
-+
+  ckin->Update();
-+
+  mcstack.Draw("histo,same");
-+
-+
+  datahisto->Draw("same,e1");
-+
+  TLegend *kinleg = allsamples.allbglegend();
-+
+  kinleg->Draw();
-+
-+
+  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+  kinpad->SetLogy(dolog);
-+
+  kinpad->cd();
-+
+  datahisto->Draw("e1");
-+
+  mcstack.Draw("histo,same");
-+
+  datahisto->Draw("same,e1");
-+
+  datahisto->Draw("same,axis");
-+
-+
+  kinleg->Draw("same");
-+
+  DrawPrelim();
-+
+  string saveas="kin/"+filename;
-+
-+
+  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
-+
+  Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
-+
+  delete kinpad;
-+
-+
+  ckin->cd();
-+
+  TCentral->SetLineColor(kBlack);
-+
-+
+  TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
-+
+  TMatchingUp->SetLineStyle(2);//dashed
-+
+  TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
-+
+  TMatchingDown->SetLineStyle(3);//dotted
-+
-+
+  TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
-+
+  TScaleUp->SetLineStyle(2);//dashed
-+
+  TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
-+
+  TScaleDown->SetLineStyle(3);//dotted
-+
-+
+  MCcentral->SetLineStyle(3);
-+
+  MCcentral->SetLineColor(kRed);
-+
-+
+  TCentral->Draw("e1,same");
-+
+  TCentral->Draw("histo,same");
-+
+  TMatchingUp->Draw("histo,same");
-+
+  TMatchingDown->Draw("histo,same");
-+
+  TScaleUp->Draw("histo,same");
-+
+  TScaleDown->Draw("histo,same");
-+
-+
+  TLegend *sleg = make_legend();
-+
+  sleg->AddEntry(TCentral,"Central","L");
-+
+  sleg->AddEntry(TMatchingUp,"matching up","L");
-+
+  sleg->AddEntry(TMatchingDown,"matching down","L");
-+
+  sleg->AddEntry(TScaleUp,"scale up","L");
-+
+  sleg->AddEntry(TScaleDown,"scale down","L");
-+
+  sleg->Draw();
-+
-+
+  CompleteSave(ckin,saveas+"___AllLines");
-+
+  ckin->cd();
-+
+  ckin->SetLogy(0);
-+
-+
+  RCentral->SetLineColor(kBlack);
-+
-+
+  RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
-+
+  RMatchingUp->SetLineStyle(2);//dashed
-+
+  RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
-+
+  RMatchingDown->SetLineStyle(3);//dotted
-+
-+
+  RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
-+
+  RScaleUp->SetLineStyle(2);//dashed
-+
+  RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
-+
+  RScaleDown->SetLineStyle(3);//dotted
-+
-+
+  RCentral->GetYaxis()->SetRangeUser(0,2);
-+
+  RCentral->Draw("e1");
-+
+  RMatchingUp->Draw("histo,same");
-+
+  RMatchingDown->Draw("histo,same");
-+
+  RScaleUp->Draw("histo,same");
-+
+  RScaleDown->Draw("histo,same");
-+
-+
+  CompleteSave(ckin,saveas+"___AllRatios");
-+
-+
+  TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
-+
+  multicanvas->Divide(2,1);
-+
+  PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
-+
+  PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
-+
+  CompleteSave(multicanvas,saveas+"___RangeIllustration");
-+
-+
-+
+  delete datahisto;
-+
+  delete   TCentral;
-+
+  delete   TMatchingUp;
-+
+  delete   TMatchingDown;
-+
+  delete   TScaleUp;
-+
+  delete   TScaleDown;
-+
+//   delete   Ttmass166;
-+
+//   delete   Ttmass169;
-+
+//   delete   Ttmass175;
-+
+//   delete   Ttmass178;
-+
-+
+  delete ckin;
-+
-+
+}
-+
-+
+void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
-+
+  make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
-+
+}
-+
-+
+void ProduceJanPlots() {
-+
+  TCanvas *c1 = new TCanvas("c1","c1");
-+
+  TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
-+
+  TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
-+
-+
+  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
-+
+  rcan->cd();
-+
-+
+  metOF->SetLineColor(kRed);
-+
+  metSF->Draw("e1");
-+
+  metOF->Draw("histo,same");
-+
+  metSF->Draw("e1,same");
-+
-+
+  TLegend *leg = make_legend();
-+
-+
+  leg->AddEntry(metSF,"Data SF","p");
-+
+  leg->AddEntry(metOF,"Data OF","l");
-+
+  leg->Draw();
-+
-+
+  DrawPrelim();
-+
-+
+  Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
-+
-+
+  delete rcan;
-+
+  delete metSF;
-+
+  delete metOF;
-+
+  delete c1;
-+
+}
-+
-+
+THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
-+
+  THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
-+
-+
+  //now need to process the plot (calculate the variation and set the member of thstack accordingly!)
-+
+  if(variation!="Central") {
-+
+    TH1F *varttbar;
-+
+    if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
-+
+    if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
-+
+    if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
-+
+    if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
-+
+    assert(varttbar);
-+
-+
+    TIter nextHisto(SystPlot.GetHists());
-+
+    TH1F* h;
-+
+    while ( h = (TH1F*)nextHisto() ) {
-+
+      if(Contains(h->GetName(),"t_bar_t")) {
-+
+        varttbar->Scale(h->Integral()/varttbar->Integral());
-+
+        for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
-+
+          h->SetBinContent(i,varttbar->GetBinContent(i));
-+
+          h->SetBinError(i,varttbar->GetBinError(i));
-+
+        }
-+
+        thisto=(TH1F*)varttbar->Clone(variation.c_str());
-+
+        SystPlot.Modified();
-+
+      }
-+
+    }
-+
+    delete varttbar;
-+
+  } else {
-+
+    TIter nextHisto(SystPlot.GetHists());
-+
+    TH1F* h;
-+
+    while ( h = (TH1F*)nextHisto() ) {
-+
+      if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
-+
+    }
-+
+  }
-+
-+
+  TLegend *fullleg = allsamples.allbglegend();
-+
+  fullleg->SetHeader(variation.c_str());
-+
+  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+  kinpad->SetLogy(1);
-+
+  kinpad->cd();
-+
-+
+  hdata->Draw("e1");
-+
+  SystPlot.Draw("histo,same");
-+
+  hdata->Draw("e1,same");
-+
+  fullleg->Draw();
-+
+  DrawPrelim();
-+
-+
+  Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
-+
+  CleanLegends();
-+
-+
+  delete kinpad;
-+
+  return SystPlot;
-+
+}
-+
-+
-+
-+
+void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
-+
+  TCanvas *ca = new TCanvas("ca","ca");
-+
+  TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
-+
-+
+  TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
-+
-+
+  THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
-+
+  THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
-+
+  THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
-+
+  THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
-+
-+
+  TH1F *HScaleUp = CollapseStack(ScaleUp);
-+
+  TH1F *HScaleDown = CollapseStack(ScaleDown);
-+
+  TH1F *HMatchingUp = CollapseStack(MatchingUp);
-+
+  TH1F *HMatchingDown = CollapseStack(MatchingDown);
-+
-+
+  THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
-+
+  TH1F *HCentral = CollapseStack(Central);
-+
-+
+  TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
-+
+  for(int i=1;i<=Systematic->GetNbinsX();i++) {
-+
+    float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
-+
+    float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
-+
+    float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
-+
+    float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
-+
-+
+    float matching = matchingup>matchingdown?matchingup:matchingdown;
-+
+    float scale    = scaleup>scaledown?scaleup:scaledown;
-+
-+
+    float sys=sqrt(matching*matching+scale*scale);
-+
+    sys/=HCentral->GetBinContent(i);
-+
+    if(HCentral->GetBinContent(i)==0) sys=0;
-+
+    Systematic->SetBinContent(i,sys);
-+
+  }
-+
-+
+  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+  kinpad->SetLogy(1);
-+
+  kinpad->cd();
-+
+  if(variable=="genMET") {
-+
+    Central.Draw("histo");
-+
+  } else {
-+
+    hdata->Draw("e1");
-+
+    Central.Draw("histo,same");
-+
+    hdata->Draw("e1,same");
-+
+  }
-+
-+
+  DrawPrelim();
-+
-+
+  save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
-+
-+
+  kinpad->cd();
-+
+  tCentral->SetFillColor(kWhite);
-+
+  tCentral->SetLineColor(kBlack);
-+
+  tScaleUp->SetLineColor(kRed);
-+
+  tScaleDown->SetLineColor(kRed);
-+
+  tMatchingUp->SetLineColor(kBlue);
-+
+  tMatchingDown->SetLineColor(kBlue);
-+
+  tScaleUp->SetLineStyle(2);
-+
+  tScaleDown->SetLineStyle(3);
-+
+  tMatchingUp->SetLineStyle(2);
-+
+  tMatchingDown->SetLineStyle(3);
-+
-+
+  TLegend *leg2 = make_legend();
-+
+  leg2->AddEntry(hdata,"Data","p");
-+
+  leg2->AddEntry(tCentral,"Central (ttbar)","l");
-+
+  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
-+
+  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
-+
+  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
-+
+  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
-+
+  if(variable=="genMET") {
-+
+    Central.Draw("histo");
-+
+  }else {
-+
+    hdata->Draw("e1");
-+
+    Central.Draw("histo,same");
-+
+    hdata->Draw("e1,same");
-+
+  }
-+
+  tCentral->Draw("histo,same");
-+
+  tScaleUp->Draw("histo,same");
-+
+  tScaleDown->Draw("histo,same");
-+
+  tMatchingUp->Draw("histo,same");
-+
+  tMatchingDown->Draw("histo,same");
-+
+  leg2->Draw();
-+
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison");
-+
-+
+  gStyle->SetOptFit(0);
-+
-+
+  kinpad->cd();
-+
+  kinpad->SetLogy(0);
-+
+  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
-+
+  MatchingRatio->Divide(tMatchingDown);
-+
+  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
-+
+  lone->SetLineColor(TColor::GetColor("#01DF01"));
-+
+  lone->SetLineStyle(2);
-+
+  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
-+
+  ScaleRatio->Divide(tScaleDown);
-+
+  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
-+
+  MatchingRatio->Draw("e1");
-+
+  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
-+
+  MatchingRatio->Fit("QP1","R");
-+
+  lone->Draw();
-+
+  stringstream summary;
-+
+  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
-+
+  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
-+
+  TText *infobox = write_title(summary.str());
-+
+  infobox->SetX(0.75);
-+
+  infobox->SetTextSize(0.03);
-+
+  infobox->SetY(0.75);
-+
+  infobox->Draw();
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
-+
+  kinpad->cd();
-+
+  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
-+
+  ScaleRatio->Draw("e1");
-+
+  ScaleRatio->Fit("QP1","R");
-+
+  summary.str("");
-+
+  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
-+
+  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
-+
+  TText *infobox2 = write_title(summary.str());
-+
+  infobox2->SetX(0.75);
-+
+  infobox2->SetTextSize(0.03);
-+
+  infobox2->SetY(0.75);
-+
+  infobox2->Draw();
-+
-+
+  lone->Draw();
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
-+
-+
-+
+  delete QP1;
-+
+  delete infobox;
-+
+  delete infobox2;
-+
+  delete MatchingRatio;
-+
+  delete ScaleRatio;
-+
+  DeleteStack(ScaleUp);
-+
+  DeleteStack(ScaleDown);
-+
+  DeleteStack(MatchingUp);
-+
+  DeleteStack(MatchingDown);
-+
+  delete leg2;
-+
+  CleanLegends();
-+
+  DeleteStack(Central);
-+
+  delete Systematic;
-+
+  delete HScaleUp;
-+
+  delete HScaleDown;
-+
+  delete HMatchingUp;
-+
+  delete HMatchingDown;
-+
+  delete hdata;
-+
+  delete HCentral;
-+
+  delete ca;
-+
+}
-+
-+
+TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
-+
+  float val=0,err=0;
-+
+  vector<float> bins;
-+
+  vector<float> vals;
-+
+  vector<float> errs;
-+
-+
+  bins.push_back(binninghisto->GetBinLowEdge(1));
-+
+  int iBin=1;
-+
-+
+  for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
-+
+    if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
-+
+      bins.push_back(histo->GetBinLowEdge(i));
-+
+      vals.push_back(val);val=0;
-+
+      errs.push_back(err);err=0;
-+
+      iBin++;
-+
+    }
-+
+    val+=histo->GetBinContent(i);
-+
+    err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
-+
+  }
-+
+  bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
-+
+  vals.push_back(val);val=0;
-+
+  errs.push_back(err);err=0;
-+
-+
+  TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
-+
+  for(unsigned int i=0;i<vals.size();i++) {
-+
+    h->SetBinContent(i+1,vals[i]);
-+
+    h->SetBinError(i+1,errs[i]);
-+
+  }
-+
-+
+  h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
-+
+  h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
-+
-+
+  h->GetXaxis()->CenterTitle();
-+
+  h->GetYaxis()->CenterTitle();
-+
+  return h;
-+
+}
-+
-+
-+
+TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
-+
+  float statsperbin = (1/(float)nbins) * histo->Integral();
-+
+  float val=0,err=0;
-+
+  vector<float> bins;
-+
+  vector<float> vals;
-+
+  vector<float> errs;
-+
-+
+  bins.push_back(histo->GetBinLowEdge(1));
-+
+  for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
-+
+    val+=histo->GetBinContent(i);
-+
+    err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
-+
+    if( val/statsperbin > 0.85) {
-+
+      if(bins.size()<nbins) {
-+
+        bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
-+
+        vals.push_back(val);val=0;
-+
+        errs.push_back(err);err=0;
-+
+      }
-+
+    }
-+
+    if(i==histo->GetNbinsX()) {
-+
+      bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
-+
+      vals.push_back(val);val=0;
-+
+      errs.push_back(err);err=0;
-+
+    }
-+
+  }
-+
+  TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
-+
-+
+  h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
-+
+  h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
-+
-+
+  h->GetXaxis()->CenterTitle();
-+
+  h->GetYaxis()->CenterTitle();
-+
-+
+  for(unsigned int i=0;i<vals.size();i++) {
-+
+    h->SetBinContent(i+1,vals[i]);
-+
+    h->SetBinError(i+1,errs[i]);
-+
+  }
-+
-+
+  return h;
-+
-+
-+
+void ShowBinning(TH1F *histo) {
-+
+  cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
-+
+  for(unsigned int i=1;i<=histo->GetNbinsX();i++) cout << "   Bin " << i << " : " << histo->GetBinLowEdge(i) << " , " << histo->GetBinLowEdge(i) + histo->GetBinWidth(i) << "  : " << histo->GetBinContent(i) << endl;
-+
+}
-+
-+
+void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
-+
+  TCanvas *ca = new TCanvas("ca","ca");
-+
+  TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
-+
+  TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
-+
+  TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
-+
+  TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
-+
+  TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
-+
-+
+  tScaleUp->Scale(1.0/tScaleUp->Integral());
-+
+  tScaleDown->Scale(1.0/tScaleDown->Integral());
-+
+  tMatchingDown->Scale(1.0/tMatchingDown->Integral());
-+
+  tMatchingUp->Scale(1.0/tMatchingUp->Integral());
-+
+  tCentral->Scale(1.0/tCentral->Integral());
-+
-+
+  cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
-+
-+
-+
+  TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
-+
+  TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
-+
+  TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
-+
+  TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
-+
+  TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
-+
-+
+  float min=rtScaleUp->GetMinimum();
-+
+  float max=rtScaleUp->GetMaximum();
-+
-+
+  if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
-+
+  if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
-+
+  if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
-+
+  if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
-+
+  if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
-+
-+
+  if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
-+
+  if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
-+
+  if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
-+
+  if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
-+
+  if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
-+
-+
+  rtCentral->SetMaximum(1.2*max);
-+
+  rtCentral->SetMinimum(0.8*min);
-+
-+
+/*  tScaleUp->Rebin(40);
-+
+  tScaleDown->Rebin(40);
-+
+  tMatchingDown->Rebin(40);
-+
+  tMatchingUp->Rebin(40);
-+
+  tCentral->Rebin(40);*/
-+
-+
+  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+  kinpad->SetLogy(1);
-+
+  kinpad->cd();
-+
+  tCentral->SetFillColor(kWhite);
-+
+  tCentral->SetLineColor(kBlack);
-+
+  tScaleUp->SetLineColor(kRed);
-+
+  tScaleDown->SetLineColor(kRed);
-+
+  tMatchingUp->SetLineColor(kBlue);
-+
+  tMatchingDown->SetLineColor(kBlue);
-+
+  tScaleUp->SetLineStyle(2);
-+
+  tScaleDown->SetLineStyle(3);
-+
+  tMatchingUp->SetLineStyle(2);
-+
+  tMatchingDown->SetLineStyle(3);
-+
-+
+  rtScaleDown->SetLineColor(kRed);
-+
+  rtMatchingUp->SetLineColor(kBlue);
-+
+  rtMatchingDown->SetLineColor(kBlue);
-+
+  rtScaleUp->SetLineStyle(2);
-+
+  rtScaleDown->SetLineStyle(3);
-+
+  rtMatchingUp->SetLineStyle(2);
-+
+  rtMatchingDown->SetLineStyle(3);
-+
-+
+  TLegend *leg2 = make_legend();
-+
+  leg2->AddEntry(tCentral,"Central (ttbar)","l");
-+
+  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
-+
+  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
-+
+  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
-+
+  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
-+
-+
+  tCentral->Draw("histo");
-+
+  tScaleUp->Draw("histo,same");
-+
+  tScaleDown->Draw("histo,same");
-+
+  tMatchingUp->Draw("histo,same");
-+
+  tMatchingDown->Draw("histo,same");
-+
+  leg2->Draw();
-+
+  DrawMCPrelim();
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison");
-+
+  kinpad->cd();
-+
+  kinpad->SetLogy(0);
-+
+  rtCentral->Draw("histo");
-+
+  rtScaleUp->Draw("histo,same");
-+
+  rtScaleDown->Draw("histo,same");
-+
+  rtMatchingUp->Draw("histo,same");
-+
+  rtMatchingDown->Draw("histo,same");
-+
+  leg2->Draw();
-+
+  DrawMCPrelim();
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
-+
-+
-+
+  gStyle->SetOptFit(0);
-+
-+
+  kinpad->cd();
-+
+  kinpad->SetLogy(0);
-+
+  TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
-+
+  MatchingRatio->Divide(rtMatchingDown);
-+
+  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
-+
+  lone->SetLineColor(TColor::GetColor("#01DF01"));
-+
+  lone->SetLineStyle(2);
-+
+  TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
-+
+  ScaleRatio->Divide(rtScaleDown);
-+
+  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
-+
+  MatchingRatio->Draw("e1");
-+
+  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
-+
+  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
-+
+  lone->Draw();
-+
+  stringstream summary;
-+
+  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
-+
+  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
-+
+  TText *infobox = write_title(summary.str());
-+
+  infobox->SetX(0.75);
-+
+  infobox->SetTextSize(0.03);
-+
+  infobox->SetY(0.75);
-+
+  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
-+
+  DrawMCPrelim();
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
-+
+  kinpad->cd();
-+
+  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
-+
+  ScaleRatio->Draw("e1");
-+
+  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
-+
+  summary.str("");
-+
+  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
-+
+  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
-+
+  TText *infobox2 = write_title(summary.str());
-+
+  infobox2->SetX(0.75);
-+
+  infobox2->SetTextSize(0.03);
-+
+  infobox2->SetY(0.75);
-+
+  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
-+
-+
+  lone->Draw();
-+
+  DrawMCPrelim();
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
-+
-+
+  kinpad->cd();
-+
+  TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
-+
+  TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
-+
+  TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
-+
-+
+  for(int i=1;i<=SysScale->GetNbinsX();i++) {
-+
+    float matching, scale;
-+
+    bool AssumeFactor=false;
-+
+    if(AssumeFactor) {
-+
+      // assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
-+
+      matching=0.;
-+
+      scale=0.;
-+
+    } else {
-+
+      // assume that the central value is exactly between up & down, i.e. central = (up-down)/2
-+
+      matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
-+
+      scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
-+
+    }
-+
-+
+    SysMatching->SetBinContent(i,1+matching);
-+
+    SysScale->SetBinContent(i,1+scale);
-+
+    SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
-+
+  }
-+
-+
+  SysHisto->SetLineColor(kGreen);
-+
-+
+  SysMatching->SetMaximum(3.0);
-+
+  SysMatching->SetMinimum(0.0);
-+
+  SysMatching->Draw("histo");
-+
+  SysScale->Draw("histo,same");
-+
+  SysHisto->Draw("histo,same");
-+
+  CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
-+
-+
+  delete SysMatching;
-+
+  delete SysScale;
-+
-+
+  if(!Contains(variable,"gen")) {
-+
+    TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
-+
+    THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
-+
-+
+    TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
-+
-+
+    for(int i=1;i<=Systematic->GetNbinsX();i++) {
-+
+      int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
-+
+      if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
-+
+      float sys = SysHisto->GetBinContent(iBin)-1;
-+
+      Systematic->SetBinContent(i,sys);
-+
+    }
-+
-+
+    kinpad->cd();
-+
+    TLegend *leg = allsamples.allbglegend();
-+
+    hdata->Draw();
-+
+    smc.Draw("histo,same");
-+
+    hdata->Draw("same");
-+
+    leg->Draw();
-+
+    DrawPrelim();
-+
+    save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
-+
-+
+    delete Systematic;
-+
+    delete hdata;
-+
+  }
-+
-+
-+
+  delete SysHisto;
-+
+  delete tScaleUp;
-+
+  delete tScaleDown;
-+
+  delete tCentral;
-+
+  delete tMatchingUp;
-+
+  delete tMatchingDown;
-+
+  delete rtScaleUp;
-+
+  delete rtScaleDown;
-+
+  delete rtCentral;
-+
+  delete rtMatchingUp;
-+
+  delete rtMatchingDown;
-+
+  delete QP1;
-+
+  delete infobox;
-+
+  delete infobox2;
-+
+  delete MatchingRatio;
-+
+  delete ScaleRatio;
-+
+  delete leg2;
-+
+  CleanLegends();
-+
+  delete ca;
-+
+}
-+
-+
+void ProduceMCSystematicPlots() {
-+
+  cout << "Getting ready to produce systematic plots " << endl;
-+
+  TCut cutweightBKP = cutWeight;
-+
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
-+
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
-+
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
-+
+  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
-+
+  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
-+
-+
-+
-+
+  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
-+
+  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
-+
+  cutWeight="1.0";
-+
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
-+
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
-+
-+
-+
+  // --------------------------------------    ***** AACHEN *****      --------------------------------------
-+
-+
+  /*
-+
+  cutWeight=cutweightBKP;
-+
+  TCut essentialcutBKP = essentialcut;
-+
+  cout << (const char*) essentialcut << endl;
-+
-+
+  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
-+
+  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
-+
+  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
-+
-+
+  TCut cutnJetsBKP = cutnJets;
-+
+  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
-+
+  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
-+
+  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
-+
+  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
-+
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
-+
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
-+
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
-+
+  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
-+
+  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
-+
-+
-+
-+
+  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
-+
+  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
-+
+  cutWeight="1.0";
-+
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
-+
+  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
-+
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
-+
+  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
-+
-+
+  cutnJets  = cutnJetsBKP;
-+
+  cutWeight = cutweightBKP;
-+
+  essentialcut = essentialcutBKP;
-+
+  */
-+
+  write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
-+
+}
-+
-+
+void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
-+
+  TCut cut=pcut&&basiccut;
-+
+  string variable="mll";
-+
+  string xlabel="m_{ll} [GeV]";
-+
+  int nbins=40;
-+
+  float min=0;
-+
+  float max=200;
-+
-+
+  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
-+
+  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
-+
+  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
-+
+  TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
-+
+  TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
-+
+  datahistoSF->SetMarkerSize(DataMarkerSize);
-+
+  datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
-+
+  datahistoOF->SetMarkerSize(DataMarkerSize);
-+
+  datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
-+
-+
+  THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
-+
+  THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
-+
+  datahistoSF->Draw("e1");
-+
+  ckin->Update();
-+
+  mcstackSF.Draw("histo,same");
-+
-+
+  datahistoSF->Draw("same,e1");
-+
+  TLegend *kinleg = allsamples.allbglegend();
-+
+  kinleg->Draw();
-+
-+
+  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
-+
+  kinpad->cd();
-+
+  datahistoSF->Draw("e1");
-+
+  mcstackSF.Draw("histo,same");
-+
+  datahistoSF->Draw("same,e1");
-+
+  datahistoSF->Draw("same,axis");
-+
+  kinleg->Draw();
-+
+  DrawPrelim();
-+
+  Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
-+
-+
+  kinpad->cd();
-+
+  datahistoOF->Draw("e1");
-+
+  mcstackOF.Draw("histo,same");
-+
+  datahistoOF->Draw("same,e1");
-+
+  datahistoOF->Draw("same,axis");
-+
+  kinleg->Draw();
-+
+  DrawPrelim();
-+
+  Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
-+
-+
+  kinpad->cd();
-+
+  tauSF->Draw("e1");
-+
+  tauOF->Draw("histo,same");
-+
+  tauSF->Draw("e1,same");
-+
+  TLegend *legtau = make_legend();
-+
+  legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
-+
+  legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
-+
+  legtau->Draw();
-+
+  DrawPrelim();
-+
+  Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
-+
-+
+  delete datahistoSF;
-+
+  delete datahistoOF;
-+
+  delete tauSF;
-+
+  delete tauOF;
-+
+  delete kinpad;
-+
+  delete ckin;
-+
+  CleanLegends();
-+
+}
-+
-+
-+
+void TauQuestion() {
-+
+//   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
-+
+//   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
-+
+//   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
-+
+  MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
-+
+}
-+
-+
+void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
-+
+  string BaseMetCut="met[4]>100";
-+
+  string Prefix="ETH/";
-+
+  if(isAachen) {
-+
+    BaseMetCut="met[4]>150";
-+
+    Prefix="Aachen/";
-+
+  }
-+
-+
+//       make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET",1500);
-+
+//      make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 6, -0.5, 5.5, true, "N_{b-jets}", Prefix+"nbjets",5000);
-+
+      make_OFSF_plots("max(eta1,eta2)", BaseMetCut, 20, -2.4, 2.4, true, "max(#eta_{l1},#eta_{l2})", Prefix+"MaxEta",-1);
-+
+//       make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"FrankT",120);
-+
+//       make_OFSF_plots("pt1+pt2+met[4]+Sum$(pfJetGoodPt)", BaseMetCut, 20, 0, 2000., false, "#tilde{S}_{T}", Prefix+"POOR_FrankT",120);
-+
-+
-+
+//       make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
-+
+//
-+
+//       make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
-+
+//       make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
-+
+//       make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
-+
+//
-+
+//       make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
-+
+//       make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
-+
+//       make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
-+
+       make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
-+
+//
-+
+//       make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
-+
+//       make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
-+
+//
-+
+//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
-+
+//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
-+
+//       make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
-+
+//
-+
+//       make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
-+
+       make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
-+
+//
-+
+//       make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
-+
+//       make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
-+
+       make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
-+
+       make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
-+
+       make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
-+
+//       make_OFSF_plots("eta1", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{1}", Prefix+"eta1", -1, 0.15);
-+
+//      make_OFSF_plots("eta2", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{2}", Prefix+"eta2", -1, 0.15);
-+
+//      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", -1, 0.2);
-+
+//      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", -1, 0.2);
-+
+//      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", -1, 0.2);
-+
+      make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", -1, 0.2);
-+
-+
+//      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", -1, 0.2);
-+
+//      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", -1, 0.2);
-+
+//      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", -1, 0.2);
-+
+//      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
-+
+//      make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", Prefix+"dphijc");
-+
+//      make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", BaseMetCut, 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", Prefix+"dphilco");
-+
+//      make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", BaseMetCut, 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", Prefix+"dphijco");
-+
-+
+}
-+
-+
+void ProduceOFSFPlots(string mcjzb, string datajzb) {
-+
-+
-+
+  //FIRST : ETH SELECTION
-+
+  ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
-+
-+
+  string backup_cutnJets = (const char*)cutnJets;
-+
+  cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
-+
+  cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
-+
-+
+  string backup_basiccut = (const char*)basiccut;
-+
+  basiccut = ReplaceInCut(basiccut,"1.4","2.4");
-+
-+
+  string backup_essential = (const char*) essentialcut;
-+
+  essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
-+
-+
+  ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
-+
-+
+  cutnJets     = TCut(backup_cutnJets.c_str());
-+
+  basiccut     = TCut(backup_basiccut.c_str());
-+
+  essentialcut = TCut(backup_essential.c_str());
-+
+}
-+
-+
+void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
-+
+//  switch_overunderflow(true);
+  bool dolog=true;
+  bool nolog=false;
-+
-+
+  bool doOFSF = false;
-+
+  bool doKin  = false;
-+
+  bool doDataComp = false;
-+
+  bool MakeTwoThreeJetComparison = false;
-+
-+
+  if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
-<
+  float mll_low=40;
->
+  float mll_low=50;
+  float mll_hi=160;
+  if(!PlottingSetup::RestrictToMassPeak) {
-<
+        mll_low=30;
-<
+        mll_hi=180;
->
+        mll_low=20;
->
+        mll_hi=320;
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
-<
+  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
-<
+  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
-<
+  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
-<
+  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
-<
+  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
-<
+  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
-<
+  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
-<
+  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
-<
+  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
-<
+  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
-<
+  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
-<
+  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
-<
+  stringstream jzbcut;
-<
+  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
-<
+  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
->
->
+  if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
->
->
+  //TauQuestion();
->
->
+  //ProduceJanPlots();
->
+  //ProduceMCSystematicPlots();
->
+  //assert(0);
->
+//  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
->
->
+  if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
->
->
+  if ( doDataComp) {
->
+    TCut mllCut("");
->
+    float massmin = 15.;
->
+    float massmax = 315;
->
+    int massnbins = 60;
->
+/*    if ( !PlottingSetup::openBox ) {
->
+      mllCut = "mll>70";
->
+      massmin = 120;
->
+      massmax = 360;
->
+      massnbins = 14;
->
+    }*/
->
->
+    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
->
->
+    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
->
+    make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
->
->
->
+    make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
->
+    make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
->
+    make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
->
+    make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
->
+    make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
->
->
+    make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
->
+    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
->
+    make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
->
+    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
->
->
->
+    string basiccutsaved = (const char*)basiccut;
->
->
+    string newbasiccut=basiccutsaved;
->
->
+    size_t found;
->
+    found = newbasiccut.find( "pt2>20" );
->
+    while (found!=string::npos){
->
+      newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
->
+      found = newbasiccut.find( "pt2>20" );
->
+    }
->
+    basiccut=TCut(newbasiccut.c_str());
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
->
+    basiccut=TCut(basiccutsaved.c_str());
->
->
+    make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
->
+    make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
->
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
->
+    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
->
->
->
+    make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
->
+    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
->
+    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
->
+    make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
->
+    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
->
+    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
->
+    make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
->
+    make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
->
->
+    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
->
+    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
->
->
+    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
->
+    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
->
->
+    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
->
+    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
->
->
+    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
->
+    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
->
->
->
+    make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
->
+    make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
->
+    make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
->
->
+    make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
->
+    make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
->
+    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
->
+    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
->
->
+  }
->
->
->
+  if ( doKin ) {
->
+    string mllCut("");
->
+    /*
->
+    make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
->
+    make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
->
->
+    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
->
+    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
->
->
+    make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
->
+    make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
->
->
+    make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
->
+    make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
->
->
+    make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
->
+    make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
->
->
+    make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
->
+    make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
->
->
->
+    assert(0);
->
+    make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
->
+    make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_0j",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_1j",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
->
->
->
+    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
->
+    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
->
+    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
->
+    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
->
->
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
->
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
->
+    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
->
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
->
+    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
->
->
->
+    make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
->
+    make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
->
+    // Plots in signal region
->
+    make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
->
->
->
+    make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
->
->
+    make_ttbar_comparison("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j__ALLMCSAMPLES");
->
+    /*
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
->
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
->
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
->
+    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
->
->
->
+    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
->
+    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
->
+    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
->
+    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
->
->
+    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
->
+    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
->
->
+    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
->
+    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
->
->
+    DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
->
+    DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
->
+    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
->
+    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
->
->
+    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
->
+    make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
->
+    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
->
+    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
->
->
+    make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
->
+    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
->
->
+    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
->
+    make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
->
+    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
->
+    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
->
->
->
+    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
->
+    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
->
->
+    // Further inclusive invariant mass plots
->
+    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
->
+    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
->
+    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
->
+    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
->
->
+    make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
->
+    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
->
->
->
+    // Number of jets
->
+    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
->
+    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
->
+    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
->
->
+    // Others
->
+    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
->
+    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
->
+    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
->
+    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
->
+    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
->
+    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
->
+    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
->
+    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
->
+    //   stringstream jzbcut;
->
+    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
->
+    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
->
+    //   stringstream jzbcut2;
->
+    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
->
+    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
->
+    //   stringstream jzbcut3;
->
+    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
->
+    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
->
+    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);
->
+    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);
->
->
+    //   make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100_ll",doPF,true);
->
+    //make_kin_plot("mll","met[4]>150&&id1==0",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ee} [GeV] (MET>150GeV)","mll_met150_ee",doPF,true);
->
+    //make_kin_plot("mll","met[4]>150&&id1==1",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{#mu#mu} [GeV] (MET>150GeV)","mll_met150_mm",doPF,true);*/
->
+  }
->
->
+   int jzbcuts[7]={0,50,80,100,150,200,250};
->
+   int MCorData[2]={data,mc};
->
->
+   for(int d=0;d<2;d++) {
->
+     for(int j=0;j<7;j++) {
->
+       make_special_obs_pred_mll_plot(datajzb,mcjzb,jzbcuts[j],5.0,MCorData[d]); // 5.0 is the binwidth
->
+     }
->
+   }
->
->
+/*
->
+   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
->
+   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
->
+*/
->
+  switch_overunderflow(false);
+void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
+                     int nbins, float xmin, float xmax, bool log,
+                     float ymin=0, float ymax=0, bool leftJustified=false ) {
-<
+      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
->
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
+  TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
+  if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
-<
+  if(var=="numVtx") cutWeight=TCut("1.0");
->
+  //if(var=="numVtx") cutWeight=TCut("1.0");
+  TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
+  TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
+  int nRegions=4;
-<
+  if(!PlottingSetup::RestrictToMassPeak) {
->
+  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
+    nRegions=2;
+  string sRegions[] = { "SFZP","OFZP","SFSB","OFSB" };
-+
+  if(!RestrictToMassPeak) {
-+
+    sRegions[0]="SF";
-+
+    sRegions[1]="OF";
-+
+  }
+  TCut kRegions[] = { cutOSSF&&cutnJets&&cutmass,     cutOSOF&&cutnJets&&cutmass,
+                      cutOSSF&&cutnJets&&sidebandcut, cutOSOF&&cutnJets&&sidebandcut };
+      TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
+      ccomp->SetLogy(log);
+      TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
-<
+      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
->
+      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
+      THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
+      datahisto->SetMarkerSize(DataMarkerSize);
+      if (ymax>ymin) datahisto->SetMaximum(ymax);
-<
+      lm4histo->SetLineStyle(2);
->
+      lm3histo->SetLineStyle(2);
+      datahisto->Draw("e1");
-<
+      mcstack.Draw("same");
->
+      mcstack.Draw("histo,same");
+      datahisto->Draw("same,e1");
-<
+//      lm4histo->Draw("hist,same");
->
+      lm3histo->Draw("hist,same");
+      TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
+      if ( leftJustified ) {
+        Float_t w = kinleg->GetX2()-kinleg->GetX1();
+        kinleg->SetX1(0.2);
+        kinleg->SetX2(0.2+w);
-<
+//      kinleg->AddEntry(lm4histo,"LM4","l");
->
+      kinleg->AddEntry(lm3histo,"LM3","l");
+      kinleg->Draw();
+      TText* write_variable = write_text(0.99,0.01,var);
+      write_variable->SetTextAlign(31);
+      CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
+      delete datahisto;
+      delete ccomp;
-<
+      delete lm4histo;
->
+      delete lm3histo;
+  cutWeight=weightbackup;
+  dout << "Creating comparison plots for signal and control regions" << endl;
+  // Compare a few quantities in the signal region and all 7 control regions
-<
+  switch_overunderflow(true);  // switching overflow/underflow bins on
->
+//  switch_overunderflow(true);  // switching overflow/underflow bins on
-<
->
+  switch_overunderflow(true);
+    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
-<
+  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
->
+  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
+    float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
+    float mll_low=50;float mll_high=170;
+    if(!PlottingSetup::RestrictToMassPeak) {
-<
+        mll_high=200;
-<
+        mll_low=50;
->
+        mll_high=300;
->
+        mll_low=20;
-<
+    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
-<
+    make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
-<
+    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
->
+    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
->
+    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
->
->
+    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
->
+    make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
->
+    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
->
+    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
+    make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
-<
+    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
->
+    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
+    make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
+    make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
-+
+    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
-+
+    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
+  switch_overunderflow(false); // switching overflow/underflow bins off
+  float simulatedlumi=luminosity;//in pb please - adjust to your likings
-<
+  TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
-<
+  TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
-<
+  TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
->
+  TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *JZBplotLM4;
->
+  if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
->
+  else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
->
+  TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TT_"));
+  JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
+  JZBplotZJETs->SetFillColor(allsamples.GetColor("DY"));
+  JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
+  JZBplotTtbar->SetMinimum(0.01);
-<
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
->
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
+  JZBplotTtbar->DrawClone("histo");
+  JZBplotZJETs->Draw("histo,same");
+  JZBplotTtbar->SetFillColor(0);
+  JZBplotTtbar->DrawClone("histo,same");
-<
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
->
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
+  JZBplotLM4->Draw("histo,same");
+  TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
+  signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
+  signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
-<
+  signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
->
+  if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
->
+  else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
+  signal_bg_comparison_leg2->Draw();
+  DrawMCPrelim(simulatedlumi);
+  CompleteSave(can,"jzb_bg_vs_signal_distribution");
+  // Draw all plots overlaid
+  JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
+  JZBplotTtbar->SetMinimum(0.01);
-<
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
->
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
+  JZBplotTtbar->DrawClone("histo");
+  JZBplotZJETs->Draw("histo,same");
+  JZBplotTtbar->SetFillColor(0);
+  JZBplotTtbar->DrawClone("histo,same");
-<
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
->
+  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
+  JZBplotSMS1->SetLineColor(kRed+1);
+  JZBplotSMS2->SetLineColor(kBlue+1);
+//      the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
+  TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
-<
+  if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
+  TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
+  return return_functions;
-<
+void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
->
+void do_prediction_plot(TCut addcut, string Cname, string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
-+
+  bool is_data=false;
+  bool use_signal=false;
+  if(use_data==1) is_data=true;
+  if(use_data==2) use_signal=true;
-<
+  int nbins=50;//100;
-<
+  if(is_data) nbins=50;
->
+  int nbins=int(high/10);//100;
->
+  if(is_data) nbins=int(high/10);
+  float low=0;
-<
+  float hi=500;
->
+  float hi=high;
->
->
+  stringstream cutpositiveS;
->
+  cutpositiveS << "(" << jzb << ">0)";
->
+  TCut cutpositive(cutpositiveS.str().c_str());
->
+  stringstream cutnegativeS;
->
+  cutnegativeS << "(" << jzb << "<0)";
->
+  TCut cutnegative(cutnegativeS.str().c_str());
->
->
+  TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
-<
+  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
+  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
+  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
-<
+  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+  blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
+  blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
+  blankback->GetXaxis()->CenterTitle();
+  TH1F *RcorrJZBeemmNoS;
-<
+    //these are for the ratio
-<
+  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
+  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
+  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
-<
+  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+  //these are for the ratio
->
+  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
+  TH1F *JRcorrJZBSBem;
+  TH1F *JLcorrJZBSBem;
+  TH1F *JRcorrJZBSBeemm;
+  TH1F *JLcorrJZBSBeemm;
-<
+  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
->
+  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
-<
+    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
-<
+    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
+    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+    //these are for the ratio
-<
+    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
-<
+    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
-<
+    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
+    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
-<
->
+    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
->
+    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
->
+    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
+  TH1F *lm4RcorrJZBeemm;
-<
+  if(overlay_signal || use_data == 2 ) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM4"));
->
+  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
+  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
+  TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
->
+  TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
->
+  ClearHisto(BpredSys);
->
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    Bpred->Add(RcorrJZBem,1.0/3.);
+    Bpred->Add(LcorrJZBem,-1.0/3.);
+    Bpred->Add(RcorrJZBSBem,1.0/3.);
+    JBpred->Add(JLcorrJZBSBem,-1.0/3.);
+    JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
+    JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
-+
-+
+    //Systematics:
-+
+    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
-+
+    AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
-+
+    AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
-+
+    AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
-+
+    AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
-+
+    AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
-+
+    AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
+  } else {
+    Bpred->Add(RcorrJZBem,1.0);
+    Bpred->Add(LcorrJZBem,-1.0);
+    //these are for the ratio
+    JBpred->Add(JRcorrJZBem,1.0);
+    JBpred->Add(JLcorrJZBem,-1.0);
-+
-+
+    //Systematics
-+
+    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
-+
+    AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
-+
+    AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
-+
-<
-<
->
+  SQRT(BpredSys);
->
+  BpredSys->Divide(JBpred);
->
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
+  TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
+  Tpred->Add(LcorrJZBem,-1.0);
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    Tpred->Add(RcorrJZBSBem,1.0);
+    Tpred->Add(LcorrJZBSBem,-1.0);
+    Tpred->Add(RcorrJZBSBeemm,1.0);
+  blankback->Draw();
+  if(use_data==1)
-+
+    //Bpred->SetLineWidth(3); //paper style.overruled.
-+
+    //lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
+    analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
+    kinpad->cd();//necessary because the extended fit function creates its own canvas
+    RcorrJZBeemm->Draw("e1x0,same");
+    Bpred->Draw("hist,same");
-<
+    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
->
+    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
+    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
-+
+    //lm4RcorrJZBeemm->Draw("hist,same");
+    legBpred->AddEntry(RcorrJZBeemm,"observed","p");
+    legBpred->AddEntry(Bpred,"predicted","l");
-<
+    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
-<
+    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
-<
+    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
->
+//    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
->
+//    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
->
+//     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
+    legBpred->Draw();
+    DrawPrelim();
+    //this plot shows what the prediction is composed of
-<
+    TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
-<
+    specialcanv->SetLogy(1);
-<
+    Zjetspred->SetFillColor(kYellow);
-<
+    Zjetspred->SetLineColor(kYellow);
-<
+    TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
-<
+    TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
->
+    TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
->
+    float CurrentBpredLineWidth=Bpred->GetLineWidth();
->
+    Bpred->SetLineWidth(2);
->
+    predcomppad->cd();
->
+    predcomppad->SetLogy(1);
->
+    TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
->
+    TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
->
+    sidebandsemu->Add(jzbnegative,-1);
->
->
+    jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
->
+    jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
->
+    sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
->
+    sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
->
+    THStack predcomposition("predcomposition","prediction composition");
-<
+    predcomposition.Add(TTbarpred);
-<
+    predcomposition.Add(Zjetspred);
->
+    predcomposition.Add(sidebandsemu);
->
+    predcomposition.Add(jzbnegative);
+    blankback->Draw();
+    RcorrJZBeemm->Draw("e1x0,same");
+    predcomposition.Draw("histo,same");//
+    Bpred->Draw("hist,same");
-<
+    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
->
+//    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
+    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
-<
+    legBpred->Draw();
->
+//    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
->
+    lm4RcorrJZBeemm->SetLineWidth(2);
->
+    //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
->
+//     lm4RcorrJZBeemm->Draw("histo,same");
+    DrawPrelim();
-<
+    TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
-<
+    specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
-<
+    specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
-<
+    specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
-<
+    specialleg->Draw("same");
-<
+    CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
-<
-<
+    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
->
+    TLegend *speciallegBpred = make_legend("",0.45,0.55);
->
+    //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
->
+    speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
->
+    speciallegBpred->AddEntry(Bpred,"Total background","l");
->
+    speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
->
+    else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
->
+//    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
->
+//     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
->
+    speciallegBpred->Draw();
->
+    Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition"+Cname,true,true,"data/pred",BpredSys);
->
+    delete predcomppad;
->
->
+    TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
->
+    specialcanv->SetLogy(1);
->
+//    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
+    blankback->Draw();
-<
+    kostack.Draw("same");
->
+//    kostack.Draw("same");
->
+    predcomposition.Draw("hist");
+    Bpred->Draw("hist,same");
-<
+    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
->
+    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
+    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
+    legBpred->Draw();
+    DrawPrelim();
-<
+    CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
->
+    CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
->
+    Bpred->SetLineWidth((int)CurrentBpredLineWidth);
->
-<
+    delete specialcanv;
-<
+    delete specialleg;
->
+    //for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
->
->
+    delete speciallegBpred;
+    delete Zjetspred;
+    delete TTbarpred;
+  if(use_data==0) {
+    RcorrJZBeemm->Draw("e1x0,same");
-+
+    //Bpred->SetLineWidth(3); // paper style. overruled.
+    Bpred->Draw("hist,same");
+    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
-<
+    legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
-<
+    legBpred->AddEntry(Bpred,"MC predicted","l");
->
+    legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
->
+    legBpred->AddEntry(Bpred,"MC predicted","l");
+    if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
+    if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
-<
+    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
->
+//     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
+    legBpred->Draw();
+    DrawMCPrelim();
+    Bpredsaveas="Bpred_MC";
+  if(use_data==2) {
+    RcorrJZBeemm->Draw("e1x0,same");
-+
+    //Bpred->SetLineWidth(3); // paper style. overruled.
+    Bpred->Draw("hist,same");
+    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
-<
+    legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
->
+    legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
+    legBpred->AddEntry(Bpred,"MC predicted","l");
-<
+    legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
->
+    legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
+    legBpred2->AddEntry(Bpred,"MC predicted","l");
+      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
+//      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
-+
+      //lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
-+
+      //RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
-+
+      //lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
-+
+      //RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
-+
+      //lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
-+
+      RcorrJZBeemmNoS->SetLineStyle(2);
+      legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
+      legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
-+
+  Bpredsaveas+="_"+Cname+"_";
+  //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
+  string ytitle("ratio");
+  if ( use_data==1 ) ytitle = "data/pred";
-<
+  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
-<
->
+  //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
->
+  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
-<
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
-<
+  /// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
-<
+  if(!PlottingSetup::RestrictToMassPeak) return;
-<
+  TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
-<
+  Bpredem->Add(RcorrJZBem);
-<
+  Bpredem->Add(LcorrJZBem,-1);
-<
+  TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
-<
+  BpredSBem->Add(RcorrJZBSBem);
-<
+  Bpred->Add(LcorrJZBSBem,-1);
-<
+  TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
-<
+  BpredSBeemm->Add(RcorrJZBSBeemm);
-<
+  BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
-<
+  globalcanvas->cd();
-<
+  globalcanvas->SetLogy(1);
->
+  delete kinpad;
-–
+  RcorrJZBeemm->SetMarkerStyle(20);
-–
+  RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
-–
+  blankback->Draw();
-–
+  RcorrJZBeemm->Draw("e1x0,same");
-–
+  RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
-–
-–
+  Bpredem->SetLineColor(kRed+1);
-–
+  Bpredem->SetStats(0);
-–
+  Bpredem->Draw("hist,same");
-–
-–
+  BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
-–
+  BpredSBem->SetLineStyle(2);
-–
+  BpredSBem->Draw("hist,same");
-–
-–
+  BpredSBeemm->SetLineColor(kBlue+1);
-–
+  BpredSBeemm->SetLineStyle(3);
-–
+  BpredSBeemm->Draw("hist,same");
-–
+  RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
-<
+  TLegend *legBpredc = make_legend("",0.6,0.55);
-<
+  if(use_data==1)
-<
+  {
-<
+    legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
-<
+    legBpredc->AddEntry(Bpredem,"OFZP","l");
-<
+    legBpredc->AddEntry(BpredSBem,"OFSB","l");
-<
+    legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
-<
+    legBpredc->Draw();
-<
+    CompleteSave(globalcanvas,"Bpred_Data_comparison");
-<
+  }
-<
+  if(use_data==0) {
-<
+    legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
-<
+    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
-<
+    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
-<
+    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
-<
+    legBpredc->Draw();
-<
+    CompleteSave(globalcanvas,"Bpred_MC_comparison");
-<
+  }
-<
+  if(use_data==2) {
-<
+    legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
-<
+    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
-<
+    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
-<
+    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
-<
+    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
-<
+    legBpredc->Draw();
-<
+    CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
->
->
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
->
+  // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
->
+    Bpredem->Add(RcorrJZBem);
->
+    Bpredem->Add(LcorrJZBem,-1);
->
+    TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
->
+    BpredSBem->Add(RcorrJZBSBem);
->
+    Bpred->Add(LcorrJZBSBem,-1);
->
+    TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");
->
+    BpredSBeemm->Add(RcorrJZBSBeemm);
->
+    BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
->
+    globalcanvas->cd();
->
+    globalcanvas->SetLogy(1);
->
->
+    RcorrJZBeemm->SetMarkerStyle(20);
->
+    RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
->
+    blankback->Draw();
->
+    RcorrJZBeemm->Draw("e1x0,same");
->
+    RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
->
->
+    Bpredem->SetLineColor(kRed+1);
->
+    Bpredem->SetStats(0);
->
+    Bpredem->Draw("hist,same");
->
->
+    BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
->
+    BpredSBem->SetLineStyle(2);
->
+    BpredSBem->Draw("hist,same");
->
->
+    BpredSBeemm->SetLineColor(kBlue+1);
->
+    BpredSBeemm->SetLineStyle(3);
->
+    BpredSBeemm->Draw("hist,same");
->
+    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
->
->
+    TLegend *legBpredc = make_legend("",0.6,0.55);
->
+    if(use_data==1)
->
+    {
->
+      legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
->
+      if(RestrictToMassPeak) {
->
+        legBpredc->AddEntry(Bpredem,"OFZP","l");
->
+        legBpredc->AddEntry(BpredSBem,"OFSB","l");
->
+        legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
->
+      } else legBpredc->AddEntry(Bpredem,"OF","l");
->
->
->
+      legBpredc->Draw();
->
+      CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
->
+    }
->
+    if(use_data==0) {
->
+      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
->
+      if(RestrictToMassPeak) {
->
+        legBpredc->AddEntry(Bpredem,"MC OFZP","l");
->
+        legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
->
+        legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
->
+      } else legBpredc->AddEntry(Bpredem,"MC OF","l");
->
->
+      legBpredc->Draw();
->
+      CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
->
+    }
->
+    if(use_data==2) {
->
+      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
->
+      if(RestrictToMassPeak) {
->
+        legBpredc->AddEntry(Bpredem,"MC OFZP","l");
->
+        legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
->
+        legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
->
+      } else {
->
+        legBpredc->AddEntry(Bpredem,"MC OF","l");
->
+      }
->
+//       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
->
+      legBpredc->Draw();
->
+      CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
->
+    }
-+
+  delete RcorrJZBeemm;
+  delete LcorrJZBeemm;
+  delete RcorrJZBem;
+  delete blankback;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  delete BpredSys;
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    delete RcorrJZBSBem;
+    delete LcorrJZBSBem;
+    delete RcorrJZBSBeemm;
+void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
-<
+  TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
-<
+  do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
-<
+  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
-<
+  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
-<
+}
-<
-<
+void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
-<
+  bool do_data=0;
-<
+  bool dosignal=0;
-<
+  if(is_data==1) do_data=1;
-<
+  if(is_data==2) dosignal=1;
-<
+  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
-<
+  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
-<
+  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
-<
+  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
-<
-<
+  TH1F *RcorrJZBSBem;
-<
+  TH1F *LcorrJZBSBem;
-<
+  TH1F *RcorrJZBSBeemm;
-<
+  TH1F *LcorrJZBSbeemm;
->
+  switch_overunderflow(true);
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
-<
+    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
-<
+    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
-<
+    LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
-<
+  }
->
+  TCut cuts[3] = {TCut("mll>0"),Restrmasscut,TCut("mll>20&&mll<70")};
->
+  string cutnames[3] = {"NoMassCut","ZWindow","LowMassRegion2070"};
-<
-<
-<
-<
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
-<
+  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    Bpred->Add(RcorrJZBem,1.0/3);
-<
+    Bpred->Add(LcorrJZBem,-1.0/3);
-<
+    Bpred->Add(RcorrJZBSBem,1.0/3);
-<
+    Bpred->Add(LcorrJZBSBem,-1.0/3);
-<
+    Bpred->Add(RcorrJZBSBeemm,1.0/3);
-<
+    Bpred->Add(LcorrJZBSbeemm,-1.0/3);
-<
+  } else {
-<
+    Bpred->Add(RcorrJZBem,1.0);
-<
+    Bpred->Add(LcorrJZBem,-1.0);
->
+  TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
->
+  for(int i=0;i<3;i++) {
->
+    do_prediction_plot(cuts[i],cutnames[i],datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
->
+    if ( !PlottingSetup::Approved ) {
->
+      do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
->
+      do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
->
+    } else {
->
+      write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
->
+    }
-–
-–
+  can->cd();
-–
+  can->SetLogy(0);
-–
+  Bpred->SetLineColor(kRed);
-–
+  Bpred->SetStats(0);
-–
+  if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
-–
+  TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
-–
+  JZBratioforfitting->Divide(Bpred);
-–
+  TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
-–
-–
-–
+  JZBratio->SetTitle("");
-–
+  JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
-–
+//  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
-–
-–
+  TF1 *pol0 = new TF1("pol0","[0]",0,1000);
-–
+  TF1 *pol0d = new TF1("pol0","[0]",0,1000);
-–
+//  straightline_fit->SetParameter(0,1);
-–
+  JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
-–
+  pol0d->SetParameter(0,pol0->GetParameter(0));
-–
-–
+  JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
-–
+  JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
-–
+  if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
-–
+  JZBratio->GetYaxis()->SetNdivisions(519);
-–
+  JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
-–
+  JZBratio->GetYaxis()->CenterTitle();
-–
+  JZBratio->GetXaxis()->CenterTitle();
-–
+  JZBratio->SetMarkerSize(DataMarkerSize);
-–
+  JZBratio->Draw("AP");
-–
+  /////----------------------------
-–
+  TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
-–
+  writeresult->SetFillStyle(4000);
-–
+  writeresult->SetFillColor(kWhite);
-–
+  writeresult->SetTextFont(42);
-–
+  writeresult->SetTextSize(0.03);
-–
+  writeresult->SetTextAlign(12);
-–
+  ostringstream jzb_agreement_data_text;
-–
+  jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
-–
+  if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
-–
+  if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
-–
+/*  if(is_data) writeresult->AddText("Data closure test");
-–
+  else writeresult->AddText("MC closure test");
-–
+  */
-–
+  writeresult->AddText(jzb_agreement_data_text.str().c_str());
-–
+//  writeresult->Draw("same");
-–
+//  pol0d->Draw("same");
-–
+  TF1 *topline =  new TF1("","1.5",0,1000);
-–
+  TF1 *bottomline =  new TF1("","0.5",0,1000);
-–
+  topline->SetLineColor(kBlue);
-–
+  topline->SetLineStyle(2);
-–
+  bottomline->SetLineColor(kBlue);
-–
+  bottomline->SetLineStyle(2);
-–
+//  topline->Draw("same");
-–
+//  bottomline->Draw("same");
-–
+  TF1 *oneline = new TF1("","1.0",0,1000);
-–
+  oneline->SetLineColor(kBlue);
-–
+  oneline->SetLineStyle(1);
-–
+  oneline->Draw("same");
-–
+  TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
-–
+  if(is_data==1) DrawPrelim();
-–
+  else DrawMCPrelim();
-–
+  TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
-–
+  leg->SetTextFont(42);
-–
+  leg->SetTextSize(0.04);
-–
+//   if(is_data==1) leg->SetHeader("Ratio (data)");
-–
+//   else leg->SetHeader("Ratio (MC)");
-–
-–
+  TString MCtitle("MC ");
-–
+  if (is_data==1) MCtitle = "";
-–
-–
+  leg->SetFillStyle(4000);
-–
+  leg->SetFillColor(kWhite);
-–
+  leg->SetTextFont(42);
-–
+//  leg->AddEntry(topline,"+20\% sys envelope","l");
-–
+  leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
-–
+  leg->AddEntry(oneline,"ratio = 1","l");
-–
+//  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
-–
+//  leg->AddEntry(bottomline,"#pm50% envelope","l");
-–
-–
-–
+  //leg->Draw("same"); // no longer drawing legend
-–
-–
+  if(is_data==1) CompleteSave(can, "jzb_ratio_data");
-–
+  if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
-–
+  if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
-<
+  delete RcorrJZBeemm;
-<
+  delete LcorrJZBeemm;
-<
+  delete RcorrJZBem;
-<
+  delete LcorrJZBem;
-<
-<
+  delete RcorrJZBSBem;
-<
+  delete LcorrJZBSBem;
-<
+  delete RcorrJZBSBeemm;
-<
+  delete LcorrJZBSbeemm;
-<
+}
-<
-<
+void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
-<
+  TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
-<
+  globalc->SetLogy(0);
-<
-<
+  do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
-<
+  do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
-<
+  do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
->
+  delete globalcanvas;
->
+  switch_overunderflow(false);
+string give_jzb_expression(float peak, int type) {
+  Float_t ymin = 1.e-5, ymax = 0.25;
+  TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
+  can->SetLogy(1);
-<
+  TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
-<
+  TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
->
+  TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("DYJetsToLL"));
+  eemc->SetLineColor(kBlue);
+  mmmc->SetLineColor(kRed);
+  eemc->SetMinimum(0.1);
+  eemmlegend->AddEntry(jmmd,"#mu#mu","l");
+  eemmlegend->Draw();
+  DrawPrelim();
-<
+  save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
->
+  Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
-<
+  TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("/DY"));
-<
+  TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("/DY"));
-<
+  TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
->
+  TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("DYJetsToLL"));
+  dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
+  dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
+  dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
+  datahisto->SetMinimum(0.1);
+  datahisto->SetMarkerSize(DataMarkerSize);
+  datahisto->Draw("e1");
-<
+  mcstack.Draw("same");
->
+  mcstack.Draw("histo,same");
+  datahisto->Draw("same,e1");
+  TLegend *leg;
-<
+  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
-<
+  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
-<
+  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
-<
+  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
-<
+  else {
-<
+    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
-<
+    exit(-1);
-<
+      }
->
+  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
->
+    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
->
+    else leg = allsamples.allbglegend("Same flavor",datahisto);
->
+  } else {
->
+    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
->
+    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
->
+    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
->
+    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
->
+    else {
->
+      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
->
+      exit(-1);
->
+    }
->
+  }
+  leg->Draw();
+  string write_cut = decipher_cut(cut,"");
+  TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
+  writeline1->SetTextSize(0.035);
+  writeline1->Draw();
-<
+  save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
->
+  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
->
+  else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
+  TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
+  jzbpad2->cd();
+  jzbpad2->SetLogy(1);
+  datahisto->SetMinimum(0.1);
+  datahisto->SetMarkerSize(DataMarkerSize);
+  datahisto->Draw("e1");
-<
+  mcstack.Draw("same");
->
+  mcstack.Draw("histo,same");
+  datahisto->Draw("same,e1");
+  leg->SetHeader("");
+  leg->Draw();
+  writeline1->SetTextSize(0.035);
+  writeline1->Draw();
+  DrawPrelim();
-<
+  save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
->
+  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
->
+  else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
+  datahisto->Delete();
+  mcstack.Delete();
+Double_t GausR(Double_t *x, Double_t *par) {
+  return gRandom->Gaus(x[0],par[0]);
-+
-+
+void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
-+
+  TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
-+
+  float max=jzbHigh ;
-+
+  float min=-120;
-+
+  int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
-+
+  int coarserbins=int(nbins/2.0);
-+
+  int rebinnedbins=int(nbins/4.0);
-+
-+
+  vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
-+
+  for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
-+
+  for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
-+
+  for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
-+
-+
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
-+
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
-+
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
-+
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
-+
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
-+
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
-+
-+
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
-+
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
-+
-+
+  delete dican;
-+
+}
-+
-+
-+
+void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
-+
+  switch_overunderflow(true);
-+
+  vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
-+
+  if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
-+
+    write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
-+
+    return;
-+
+  }
-+
-+
+  float stretchfactor = 100.0;
-+
+  vector<string> labels;
-+
-+
-+
+  dout << "Going to increase the cross section for diboson samples ... " << endl;
-+
+  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
-+
+    float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
-+
+    (allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
-+
+    dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
-+
+    labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
-+
+    (allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
-+
+    dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
-+
+  }
-+
-+
+  dout << "Going to produce JZB plots" << endl;
-+
+  produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
-+
+  TCanvas *gloca = new TCanvas("gloca","gloca");
-+
-+
+  dout << "Going to produce prediction plots" << endl;
-+
+  do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
-+
+  do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
-+
+  delete gloca;
-+
-+
+  dout << "Going to reset the cross section for diboson samples ... " << endl;
-+
+  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
-+
+    float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
-+
+    (allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
-+
+    string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
-+
+    (allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
-+
+    dout << "     Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
-+
-+
+  }
-+
+//   switch_overunderflow(false);
-+
+}
-+
-+
-+
+void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
-+
+  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
-+
+  jzbpad->cd();
-+
+  jzbpad->SetLogy(1);
-+
+  string xlabel="JZB [GeV]";
-+
-+
+  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
-+
+  datahisto1->SetLineColor(kRed);
-+
+  datahisto1->SetMarkerColor(kRed);
-+
+  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
-+
+  datahisto2->SetLineColor(kBlue);
-+
+  datahisto2->SetMarkerColor(kBlue);
-+
-+
+  datahisto2->SetMarkerSize(DataMarkerSize);
-+
+  datahisto1->DrawNormalized("e1");
-+
+  datahisto2->DrawNormalized("histo,same");
-+
+  datahisto1->DrawNormalized("same,e1");
-+
-+
+  TLegend *leg = make_legend();
-+
+  leg->AddEntry(datahisto1,legentry1.c_str());
-+
+  leg->AddEntry(datahisto2,legentry2.c_str());
-+
+  leg->Draw();
-+
-+
+  Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
-+
-+
+  datahisto1->Delete();
-+
+  datahisto2->Delete();
-+
+}
-+
-+
+void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
-+
+  switch_overunderflow(true);
+  TCanvas *can = new TCanvas("can","JZB Plots Canvas");
+  float max=jzbHigh ;
+  float min=-120;
+  for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
+  for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
-<
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
-<
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
-<
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
-<
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
-<
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
-<
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
-<
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
-<
+  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
-<
+  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
->
+  if ( !PlottingSetup::Approved ) {
->
+    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
->
+    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
->
+    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
->
+    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
->
+    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
->
+    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
->
+    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
->
+    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
->
+    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
->
+    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
->
->
+  }
+  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
-<
+  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
-<
+  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
-<
+  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
-<
+  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
-<
-<
+//  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
-<
+//  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
-<
+//  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
-<
+//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
-<
+//  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
->
+  if ( !PlottingSetup::Approved ) {
->
+    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
->
+    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
->
+  }
->
+  delete can;
->
+  switch_overunderflow(false);
+//  \SFZPJZBPOS
+//  Sample &  \OFZPJZBPOS  & \OFZPJZBNEG &  \SFZPJZBPOS & \SFZPJZBNEG & \OFSBJZBPOS  & \OFSBJZBNEG  & \SFSBJZBPOS  & \SFSBJZBNEG  \\\hline
-+
-+
+void compute_Improved_MC_yields(string mcjzb,vector<float> jzb_cuts) {
-+
+  dout << "Calculating background yields in MC:" << endl;
-+
-+
+  TCanvas *yica = new TCanvas("yica","yield canvas");
-+
-+
+  int nRegions=2;
-+
+  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
-+
+  string tsRegions[] = {"SFZP","OFZP"};
-+
+  string posneg[] = {"pos","neg"};
-+
+  TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass};
-+
-+
-+
-+
+  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
-+
+    TCut posJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos");
-+
+    TCut negJZB = give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg");
-+
-+
+    dout << "_________________________________________________________" << endl;
-+
+    dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
-+
-+
-+
+    THStack *spstack = new THStack(allsamples.DrawStack("spstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
-+
+    THStack *snstack = new THStack(allsamples.DrawStack("snstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSSF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
-+
+    THStack *opstack = new THStack(allsamples.DrawStack("opstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&posJZB,mc,luminosity));
-+
+    THStack *onstack = new THStack(allsamples.DrawStack("onstack","mll<10e6||mll>1",1,0,500,"tester","events",cutOSOF&&cutnJets&&cutmass&&negJZB,mc,luminosity));
-+
-+
-+
+    vector<pair<string,Value> > obs_yields     = WriteYield(spstack, -10, 10, true);
-+
+    vector<pair<string,Value> > neg_sf_yields  = WriteYield(snstack, -10, 10, true);
-+
+    vector<pair<string,Value> > pos_of_yields  = WriteYield(opstack, -10, 10, true);
-+
+    vector<pair<string,Value> > neg_of_yields  = WriteYield(onstack, -10, 10, true);
-+
-+
+    Value TotObs=Value(0,0);
-+
+    Value TotPred=Value(0,0);
-+
-+
+    for(int ientry=0;ientry<obs_yields.size();ientry++) {
-+
+      if(Contains(obs_yields[ientry].first,"t_bar_t")) continue; // ttbar
-+
+      if(Contains(obs_yields[ientry].first,"W_Jets")) continue; // W+Jets
-+
+      if(Contains(obs_yields[ientry].first,"WW_")) continue; // WW (fully flavor symmetric)
-+
+      if(Contains(obs_yields[ientry].first,"Single_top")) continue; // Single Top
-+
+      if(Contains(obs_yields[ientry].first,"ee_mumu")) continue; // DY
-+
+      if(Contains(obs_yields[ientry].first,"tau_tau")) continue; // DY
-+
+      Value pred = neg_sf_yields[ientry].second + pos_of_yields[ientry].second - neg_of_yields[ientry].second;
-+
+      Value obs=obs_yields[ientry].second;
-+
+      Value diff=obs-pred;
-+
+      dout << obs_yields[ientry].first << "\t & \t " << obs << " \t & \t " << pred << "\t & \t " << diff << endl;
-+
+      TotObs=TotObs+obs_yields[ientry].second;
-+
+      TotPred=TotPred+pred;
-+
+    }
-+
-+
+    float Systematic=sqrt(pow(TotPred.getValue(),2)*0.5*0.5 + pow(TotObs.getValue(),2)*0.5*0.5);
-+
-+
-+
+  }
-+
-+
+  delete yica;
-+
+}
-+
+void compute_MC_yields(string mcjzb,vector<float> jzb_cuts) {
+  dout << "Calculating background yields in MC:" << endl;
+  TCanvas *yica = new TCanvas("yica","yield canvas");
+  int nRegions=4;
-<
+  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
->
+  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
+  string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
+  string posneg[] = {"pos","neg"};
+  TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
-<
+  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
->
+  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
+    TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
+    dout << "_________________________________________________________" << endl;
+    dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
-<
+    for(int isample=0;isample<(allsamples.collection).size();isample++) {
->
+    for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
+      if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
+      else dout << "Sample & ";
+      for(int iregion=0;iregion<nRegions;iregion++) {
+  TText *titlecenter;
+  bool frommc=false;
+  if(frommc) {
-<
+    osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TTJets"));
->
+    osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TT_"));
+    titlecenter = write_title("Extracting ttbar shape (from ossf MC)");
+  else {
+void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
+  int all_leptons=-1;
-–
+  int electrons_only=0;
-–
+  int mu_only=1;
-–
+  int twojetswith50gev=1;
+  int threejetswith30gev=0;
+/*
-+
+  int twojetswith50gev=1;
-+
+  int electrons_only=0;
-+
+  int mu_only=1;
-+
+  draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
+  draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
+  draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
-<
+void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
-<
+  //first: colorful plots
->
+float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
+  TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
+  cancorr->SetLogz();
+  cancorr->SetRightMargin(0.13);
-<
+  flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
-<
+  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
->
+  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
->
->
+  if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
+  TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
-<
+  (allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
->
+  niceresponseplotd->Sumw2();
->
+  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
->
+  vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
->
+  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
->
+    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
->
+    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
->
->
+    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
->
+    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
->
+    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
->
+  }
->
->
+  niceresponseplotd->Add(emuResponse,-1);
->
->
+  //TF1 *resp_func = new TF1("resp_func","[0]+[1]/x + [2]/pow(x,2)",10,600);
->
+  niceresponseplotd->SetStats(0);
+  niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
+  niceresponseplotd->GetYaxis()->SetTitle("Response");
+  niceresponseplotd->GetYaxis()->CenterTitle();
+  niceresponseplotd->Draw("COLZ");
+  TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
-+
+  profd->Rebin(2);
+  profd->SetMarkerSize(DataMarkerSize);
-<
+  profd->Fit("pol0","","same,e1",30,400);
->
+  //profd->Fit(resp_func,"","same,e1",10,400);
->
+  profd->Fit("pol0","","same,e1",100,400);
->
+  //resp_func->SetLineColor(kBlue);
+  DrawPrelim();
-<
+  TText* title = write_text(0.5,0.7,"Data");
->
+  string stitle="Data";
->
+  if(!Contains(FindKeyword,"Data")) stitle="MC";
->
+  TText* title = write_text(0.5,0.7,stitle.c_str());
+  title->SetTextAlign(12);
+  title->Draw();
-+
+//  TF1 *datapol=(TF1*)profd->GetFunction("pol0");
+  TF1 *datapol=(TF1*)profd->GetFunction("pol0");
-<
+  float datacorrection=datapol->GetParameter(0);
-<
+  stringstream dataresstring;
-<
+  dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
-<
+  TText* restitle = write_text(0.5,0.65,dataresstring.str());
->
+  float correction=datapol->GetParameter(0);
->
->
+//  float correction=resp_func->GetParameter(0);
->
+  stringstream resstring;
->
+  resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
->
+  TText* restitle = write_text(0.5,0.65,resstring.str());
+  restitle->SetTextAlign(12);
+  restitle->SetTextSize(0.03);
+  restitle->Draw();
-<
+  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
->
+  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
->
+  delete cancorr;
->
+  delete niceresponseplotd;
->
+  delete profd;
->
+  return correction;
->
+}
->
->
+void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
-<
+  TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
-<
+  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
-<
+  niceresponseplotm->SetStats(0);
-<
+  niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
-<
+  niceresponseplotm->GetYaxis()->SetTitle("Response");
-<
+  niceresponseplotm->GetXaxis()->CenterTitle();
-<
+  niceresponseplotm->GetYaxis()->CenterTitle();
-<
+  niceresponseplotm->Draw("COLZ");
-<
+  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
-<
+  TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
-<
+  profm->SetMarkerSize(DataMarkerSize);
-<
+  profm->Fit("pol0","","same,e1",30,400);
-<
+  DrawMCPrelim();
-<
+  title = write_text(0.5,0.7,"MC simulation");
-<
+  title->SetTextAlign(12);
-<
+  title->Draw();
-<
+  TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
-<
+  float mccorrection=mcpol->GetParameter(0);
-<
+  stringstream mcresstring;
-<
+  mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
-<
+  TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
-<
+  mcrestitle->SetTextAlign(12);
-<
+  mcrestitle->SetTextSize(0.03);
-<
+  mcrestitle->Draw();
-<
+  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
->
+  dout << "Computing response corrections: " << endl;
->
+  //Step 1 : Get results
->
+  float datacorrection=find_one_correction_factor("Data",true,"","Data");
->
+  float mccorrection=find_one_correction_factor("DY",false,"","MC");
-+
+/*  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
-+
+  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
-<
+  //Step 2: Getting the result
-<
+//  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
->
+  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
->
+  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
->
+  */
->
+  cout << "Corrections : " << endl;
->
+  cout << "   Data : " << datacorrection << endl;
->
+//   cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
->
+  cout << "   MC : " << mccorrection << endl;
->
+//   cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
->
->
+  //Step 2: Processing the result and making it into something useful :-)
+  stringstream jzbvardatas;
-<
+  if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
-<
+  if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
->
+  /*
->
+  jzbvardatas << "(";
->
->
+  if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
->
+  if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
->
->
+  if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
->
+  if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
->
->
+  float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
->
->
+  if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
->
+  if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
->
->
+  jzbvardatas << ")";
+  jzbvardata=jzbvardatas.str();
-+
+  */
+  stringstream jzbvarmcs;
-<
+  if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
-<
+  if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
->
+  /*
->
+  jzbvarmcs << "(";
->
->
+  if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
->
+  if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
->
->
+  if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
->
+  if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
->
->
+  float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
->
->
+  if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
->
+  if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
->
->
+  jzbvarmcs << ")";
+  jzbvarmc=jzbvarmcs.str();
-+
+  */
-+
-+
+  if(datacorrection>=1) jzbvardatas<<"(jzb[1]-" << datacorrection-1 << "*pt)";
-+
+  if(datacorrection<1)  jzbvardatas<<"(jzb[1]+" << 1-datacorrection << "*pt)";
-+
-+
+  if(mccorrection>=1) jzbvarmcs<<"(jzb[1]-" << mccorrection-1 << "*pt)";
-+
+  if(mccorrection<1)  jzbvarmcs<<"(jzb[1]+" << 1-mccorrection << "*pt)";
-+
-+
+  jzbvardata = jzbvardatas.str();
-+
+  jzbvarmc = jzbvarmcs.str();
-+
+  dout << "JZB Z pt correction summary : " << endl;
+  dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
+  dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
-+
-<
+void pick_up_events(string cut) {
-<
+  dout << "Picking up events with cut " << cut << endl;
-<
+  allsamples.PickUpEvents(cut);
->
+void pick_up_events(string cut, string filename, bool QuietMode=false) {
->
+  allsamples.PickUpEvents(cut,filename,QuietMode);
-<
+void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
->
+void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
+  dout << "Saving configuration template!" << endl;
+  ofstream configfile;
+  configfile.open("../DistributedModelCalculations/last_configuration.C");
+  configfile<<"string datajzb=\"datajzb_ERROR\";\n";
+  configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
+  configfile<<"vector<float>jzb_cuts;\n";
-+
+  configfile<<"vector<float>jzb_shape_limit_bins;\n";
+  configfile<<"float MCPeakError=-999;\n";
-+
+  configfile<<"float DataPeakError=-999;\n";
+  configfile<<"}\n\n";
+  configfile<<"void read_config() {\n";
+  configfile<<"datajzb=\""<<datajzb<<"\";\n";
+  configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
-<
+  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
-<
+  for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
->
+  configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
->
+  for(int i=0;i<(int)jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
+  configfile<<"\n\n";
-<
+  for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
-<
+  for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
-<
+  for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  configfile<<"\n\n";
->
+  for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
->
+  for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
+  configfile<<"\n\n";
-–
+  for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
-–
+  for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
-–
+  for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
+  configfile<<"\n\n";
+  configfile<<"luminosity="<<luminosity<<";\n";
-+
+  configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
-+
+  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
+  configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
+  float max=histos[0]->GetMaximum();
+  if(manualmin>=0) min=manualmin;
+  else {
-<
+    for(int i=1;i<histos.size();i++) {
->
+    for(int i=1;i<(int)histos.size();i++) {
+      float curmin=get_nonzero_minimum(histos[i]);
+      float curmax=histos[i]->GetMaximum();
+      if(curmin<min) min=curmin;
+  histos[0]->Draw(drawoption.c_str());
+  stringstream drawopt;
+  drawopt << drawoption << ",same";
-<
+  for(int i=1;i<histos.size();i++) {
->
+  for(int i=1;i<(int)histos.size();i++) {
+    histos[i]->Draw(drawopt.str().c_str());
-<
+void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring) {
->
+void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring, TCut cut) {
+  //in the case of the on peak analysis, we compare the 3 control regions to the real value
+  //in the case of the OFF peak analysis, we compare our control region to the real value
+  TCut weightbackup=cutWeight;
-<
+  cutWeight="1.0";
-<
+  float simulatedlumi = luminosity; //in pb please - adjust to your likings
->
+  switch_overunderflow(true);
->
->
+  bool doPURW=true;
-+
-+
+  if(!doPURW) {
-+
+    dout << "Not doing PU reweighting for ttbar closure test" << endl;
-+
+    cutWeight="1.0";
-+
+    // Do it without PU re-weighting
-+
+    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
-+
+    stringstream resultsNoPU;
-+
+    stringstream noPUdatajzb;
-+
+    stringstream noPUmcjzb;
-+
-+
+    stringstream mcjzbnoPU;
-+
+    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
-+
+    mcjzb = noPUmcjzb.str();
-+
+  }
-<
+  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
-<
+  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
->
->
+  float simulatedlumi = luminosity; //in pb please - adjust to your likings
->
->
+  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
->
+  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
+  TH1F *TSem;
+  TH1F *nTSem;
-<
+  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
-<
+  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
->
+  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
->
+  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
+  TH1F *TSeemm;
+  TH1F *nTSeemm;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
-<
+    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
-<
+    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
-<
+    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
->
+    nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
->
+    TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
->
+    nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
+  TCanvas *tcan = new TCanvas("tcan","tcan");
-–
+  tcan->SetLogy(1);
+  TZeemm->SetLineColor(kBlack);
+  TZem->SetMarkerColor(kRed);
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+        TSem->SetLineColor(TColor::GetColor("#00A616"));
+        TSeemm->SetLineColor(kMagenta+2);
+        TSem->SetMarkerColor(TColor::GetColor("#00A616"));
+  vector<TH1F*> histos;
-+
+  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
-+
+  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
+  histos.push_back(TZem);
+  histos.push_back(TZeemm);
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
->
+    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
+    histos.push_back(TSem);
+    histos.push_back(TSeemm);
-<
+  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
->
+  draw_all_ttbar_histos(tcan,histos,"histo",8);
+  TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
+  leg->AddEntry(TZeemm,"SFZP","l");
+  leg->AddEntry(TZem,"OFZP","l");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    leg->AddEntry(TSeemm,"SFSB","l");
+    leg->AddEntry(TSem,"OFSB","l");
+  TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
+  TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
-<
+  TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
-<
+  TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
->
+  TH1F *TSeemmcopy;
->
+  TH1F *TSemcopy;
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
->
+    TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
->
+  }
+  TZem->Divide(TZeemm);
+  TZem->SetMarkerStyle(21);
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    TSem->Divide(TZeemm);
+    TSeemm->Divide(TZeemm);
+    TSem->SetMarkerStyle(24);
+    TSeemm->SetMarkerStyle(32);
-<
+}
->
+  }
+  tcan->SetLogy(0);
+  TZem->GetYaxis()->SetRangeUser(0,2.5);
+  TZem->GetYaxis()->SetTitle("ratio");
+  TZem->Draw();
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    TSem->Draw("same");
+    TSeemm->Draw("same");
-<
+  float linepos=0.25;
-<
+  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
->
+  float linepos=emuncertONPEAK;
->
+  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
->
+  TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
+  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
+  TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
-+
+  /*write_warning(__FUNCTION__,"These two lines are to be removed!");
-+
+  TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
-+
+  TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
-+
+  topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
-+
+  bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
-+
+  topalt->Draw("same");bottomalt->Draw("same");*/
-+
-+
+  top->SetLineColor(kBlue);top->SetLineStyle(2);
+  bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
+  center->SetLineColor(kBlue);
+  TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
+  leg2->AddEntry(TZem,"OFZP / SFZP","ple");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
+    leg2->AddEntry(TSem,"OFSB / SFZP","ple");
+  DrawMCPrelim(simulatedlumi);
+  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
-+
-+
+  if (0) { // Turn this off: we don't need this
-+
+    ///-------------- second part: only look at the quantity we actually care about!
-+
+    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
-+
+    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
-+
+    rightsfzp->Add(leftsfzp,-1);
-+
+    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
-+
+    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
-+
+    rightofzp->Add(leftofzp,-1);
-+
+    TH1F *leftofsb;
-+
+    TH1F *rightofsb;
-+
+    TH1F *leftsfsb;
-+
+    TH1F *rightsfsb;
-+
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
-+
+      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
-+
+      rightofsb->Add(leftofsb,-1);
-+
+      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
-+
+      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
-+
+      rightsfsb->Add(leftsfsb,-1);
-+
+    }
-<
+///-------------- second part: only look at the quantity we actually care about!
-<
+  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
-<
+  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
-<
+  rightsfzp->Add(leftsfzp,-1);
-<
+  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
-<
+  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
-<
+  rightofzp->Add(leftofzp,-1);
-<
+  TH1F *leftofsb;
-<
+  TH1F *rightofsb;
-<
+  TH1F *leftsfsb;
-<
+  TH1F *rightsfsb;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
-<
+        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
-<
+        rightofsb->Add(leftofsb,-1);
-<
+        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
-<
+        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
-<
+        rightsfsb->Add(leftsfsb,-1);
-<
+  }
->
+    tcan->SetLogy(1);
->
+    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
->
+    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
->
+    rightsfzp->Draw("histo");
->
+    rightofzp->Draw("histo,same");
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+      rightofsb->Draw("histo,same");
->
+      rightsfsb->Draw("histo,same");
->
+    }
->
+    DrawMCPrelim(simulatedlumi);
-<
+  tcan->SetLogy(1);
-<
+  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
-<
+  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
-<
+  rightsfzp->Draw("histo");
-<
+  rightofzp->Draw("histo,same");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    rightofsb->Draw("histo,same");
-<
+    rightsfsb->Draw("histo,same");
-<
+  }
-<
+  DrawMCPrelim(simulatedlumi);
->
+    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
->
+    legA->AddEntry(rightsfzp,"SFZP","l");
->
+    legA->AddEntry(rightofzp,"OFZP","l");
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+      legA->AddEntry(rightofsb,"SFSB","l");
->
+      legA->AddEntry(rightsfsb,"OFSB","l");
->
+    }
->
+    legA->Draw();
-<
+  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
-<
+  legA->AddEntry(rightsfzp,"SFZP","l");
-<
+  legA->AddEntry(rightofzp,"OFZP","l");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    legA->AddEntry(rightofsb,"SFSB","l");
-<
+    legA->AddEntry(rightsfsb,"OFSB","l");
-<
+  }
-<
+  legA->Draw();
->
+    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
-<
+  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
->
+    tcan->SetLogy(0);
->
+    rightofzp->Divide(rightsfzp);
->
+    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
->
+    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
->
+    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
->
+    rightofzp->Draw();
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+      rightofsb->Divide(rightsfzp);
->
+      rightsfsb->Divide(rightsfzp);
->
+      rightofsb->Draw("same");
->
+      rightsfsb->Draw("same");
->
+    }
-<
+  tcan->SetLogy(0);
-<
+  rightofzp->Divide(rightsfzp);
-<
+  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
-<
+  rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
-<
+  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
-<
+  rightofzp->Draw();
-<
+  if(PlottingSetup::RestrictToMassPeak) {
-<
+    rightofsb->Divide(rightsfzp);
-<
+    rightsfsb->Divide(rightsfzp);
-<
+    rightofsb->Draw("same");
-<
+    rightsfsb->Draw("same");
-<
+  }
->
+    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
->
+    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
->
+    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
->
->
+    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
->
+    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
->
+    center2->SetLineColor(kBlue);
->
->
+    top2->Draw("same");
->
+    center2->Draw("same");
->
+    bottom2->Draw("same");
->
->
+    rightofzp->SetMarkerStyle(21);
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+      rightofsb->SetMarkerStyle(24);
->
+      rightsfsb->SetMarkerStyle(32);
->
+    }
-<
+  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
-<
+  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
-<
+  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
->
+    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
->
+    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
->
+      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
->
+    }
->
+    leg3->AddEntry(bottom,"syst. envelope","l");
->
+    leg3->SetX1(0.25);leg3->SetX2(0.6);
->
+    leg3->SetY1(0.65);
-<
+  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
-<
+  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
-<
+  center2->SetLineColor(kBlue);
->
+    leg3->Draw("same");
-<
+  top2->Draw("same");
-<
+  center2->Draw("same");
-<
+  bottom2->Draw("same");
->
+    DrawMCPrelim(simulatedlumi);
->
+    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
-–
+  rightofzp->SetMarkerStyle(21);
-–
+  if(PlottingSetup::RestrictToMassPeak) {
-–
+    rightofsb->SetMarkerStyle(24);
-–
+    rightsfsb->SetMarkerStyle(32);
-–
+  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
-–
+  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
-–
+  if(PlottingSetup::RestrictToMassPeak) {
-–
+        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
-–
+        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
-–
+  }
-–
+  leg3->AddEntry(bottom,"syst. envelope","l");
-–
+  leg3->SetX1(0.25);leg3->SetX2(0.6);
-–
+  leg3->SetY1(0.65);
-–
-–
+  leg3->Draw("same");
-–
-–
+  DrawMCPrelim(simulatedlumi);
-–
+  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
-–
+  delete TZem;
+  delete nTZem;
+  delete TZeemm;
+  delete nTZeemm;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+        delete TSem;
+        delete nTSem;
+        delete TSeemm;
+  delete tcan;
+  cutWeight=weightbackup;
-+
+  switch_overunderflow(false);
+void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
+  vector<float> nicer_binning;
-<
+  nicer_binning.push_back(-125);
->
->
+/*  nicer_binning.push_back(-400);
->
+  nicer_binning.push_back(-250);
->
+  nicer_binning.push_back(-200);
->
+  nicer_binning.push_back(-150);
->
+  nicer_binning.push_back(-100);
->
+  nicer_binning.push_back(-50);
->
+  nicer_binning.push_back(-20);
->
->
+  nicer_binning.push_back(0);
->
+  nicer_binning.push_back(20);
->
+  nicer_binning.push_back(50);
->
+  nicer_binning.push_back(100);
->
+  nicer_binning.push_back(150);
->
+  nicer_binning.push_back(200);
->
+  nicer_binning.push_back(250);
->
+  nicer_binning.push_back(400);*/
->
+  nicer_binning.push_back(-100);
-–
+  nicer_binning.push_back(-75);
+  nicer_binning.push_back(-50);
+  nicer_binning.push_back(-25);
+  nicer_binning.push_back(0);
+  nicer_binning.push_back(100);
+  nicer_binning.push_back(125);
+  nicer_binning.push_back(150);
-<
+  nicer_binning.push_back(175);
->
+  //nicer_binning.push_back(175);
+  nicer_binning.push_back(200);
-<
+  nicer_binning.push_back(230);
-<
+  nicer_binning.push_back(280);
-<
+  nicer_binning.push_back(400);
-<
+  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
->
+//  nicer_binning.push_back(250);
->
+//  nicer_binning.push_back(300);
->
+//  nicer_binning.push_back(400);
->
->
+  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/",TCut("mll>0"));
->
+  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/CutAt20",TCut("mll>20"));
->
+  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/LowMassRegion2070",TCut("mll>20&&mll<70"));
->
+  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/ZWindow",Restrmasscut);
->
-<
+void zjets_prediction_comparison() {
-<
+  // Do it without PU re-weighting
-<
+  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
-<
+  stringstream resultsNoPU;
-<
-<
+  stringstream mcjzbnoPU;
-<
+  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
-<
+  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
-<
+  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
->
+void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
->
+  cout << "****************************************************************************************************************************************************************" << endl;
->
+  TCanvas *zcan = new TCanvas("zcan","zcan");
->
+  TCut weightbackup=cutWeight;
->
->
+  bool UsePURW=true;
->
->
->
+  string mcjzb;
->
+  if(UsePURW) {
->
+    mcjzb=mcjzbWithPUa;
->
+    cout << "Using PURW peak positions" << endl;
->
+  } else {
->
+    // Do it without PU re-weighting
->
+    cutWeight="1.0";
->
+    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
->
+    stringstream resultsNoPU;
->
+    stringstream noPUdatajzb;
->
+    stringstream noPUmcjzb;
->
->
+    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
->
+    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
->
->
+    mcjzb = noPUmcjzb.str();
->
->
+  }
-<
+  string mcjzb = mcjzbnoPU.str();
-<
+  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
->
->
->
+  vector<float> binning;
->
+  binning.push_back(0);
->
+  binning.push_back(10);
->
+  binning.push_back(30);
->
+//  binning.push_back(40);
->
+//  binning.push_back(60);
->
+   binning.push_back(50);
->
+//   binning.push_back(60);
->
+//   binning.push_back(70);
->
+//   binning.push_back(80);
->
+//   binning.push_back(90);
->
+  binning.push_back(100);
-–
+  TCut weightbackup=cutWeight;
-–
+  cutWeight="1.0";
-–
+  float sbg_min=0.;
-–
+  float sbg_max=100.;
-–
+  int sbg_nbins=5;
+  float simulatedlumi = luminosity;//in pb please - adjust to your likings
+  TCut kPos((mcjzb+">0").c_str());
+  TCut kNeg((mcjzb+"<0").c_str());
-+
+  TCut reducedNJets(cutnJets);
+  string var( "abs("+mcjzb+")" );
-<
-<
+  TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
-<
+  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
-<
+                                  kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
-<
+  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
-<
+                                  kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
->
->
->
+  TCut notTau("!EventZToTaus");
->
+  TCut ee_mm_tautau("mll>0");
->
->
+  TH1F *hJZBpos = allsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *hJZBneg = allsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  hJZBpos->SetLineColor(kBlack);
+  hJZBneg->SetLineColor(kRed);
-<
+  Int_t nbins = 5;
-<
+  Float_t xmax = 100.;
-<
-<
-<
+  TCanvas *zcan = new TCanvas("zcan","zcan");
-<
+  zcan->SetLogy(1);
-<
->
+  hJZBpos->SetMinimum(1.0);
+  hJZBpos->Draw("e1");
+  hJZBneg->Draw("same,hist");
+  hJZBpos->Draw("same,e1"); // So it's on top...
-<
+  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
->
+  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
+  leg->AddEntry(hJZBpos,"Observed","pe");
+  leg->AddEntry(hJZBneg,"Predicted","l");
+  leg->Draw("same");
+  DrawMCPrelim(simulatedlumi);
-<
+  CompleteSave(zcan,"Systematics/zjets_prediction");
->
+  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
+  TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
+  hratio->Divide(hJZBneg);
-<
+  zcan->SetLogy(0);
->
+  for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
->
+    cout << "Positive: " << hJZBpos->GetBinContent(i) << " +/- " << hJZBpos->GetBinError(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << " +/- " << hJZBneg->GetBinError(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << " +/- " << (hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i)) * sqrt(pow(hJZBpos->GetBinError(i)/hJZBpos->GetBinContent(i),2) + pow(hJZBneg->GetBinError(i)/hJZBneg->GetBinContent(i),2)) << ")" << endl;
->
+  }
->
->
+//  zcan->SetLogy(0);
+  hratio->GetYaxis()->SetRangeUser(0,2.5);
+  hratio->GetYaxis()->SetTitle("Observed/Predicted");
+  hratio->Draw("e1");
-<
+  TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
-<
+  TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
-<
+  TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
->
+  TLine *top = new TLine(binning[0],1.2,binning[binning.size()-1],1.2);
->
+  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
->
+  TLine *bottom = new TLine(binning[0],0.8,binning[binning.size()-1],0.8);
+  top->SetLineColor(kBlue);top->SetLineStyle(2);
+  center->Draw("same");
+  bottom->Draw("same");
-<
+  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
->
+  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
+  leg2->AddEntry(hratio,"obs / pred","pe");
+  leg2->AddEntry(bottom,"syst. envelope","l");
+  leg2->Draw("same");
+  DrawMCPrelim(simulatedlumi);
-<
+  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
->
+  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
->
->
+  TH1F *TAUhJZBpos       = allsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
->
+  TH1F *RcorrJZBSBem;
->
+  TH1F *LcorrJZBSBem;
->
+  TH1F *RcorrJZBSBeemm;
->
+  TH1F *LcorrJZBSBeemm;
->
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
->
+  }
->
->
+  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
->
+    Bpred->Add(RcorrJZBem,1.0/3.);
->
+    Bpred->Add(LcorrJZBem,-1.0/3.);
->
+    Bpred->Add(RcorrJZBSBem,1.0/3.);
->
+    Bpred->Add(LcorrJZBSBem,-1.0/3.);
->
+    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
->
+    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
->
+  } else {
->
+    Bpred->Add(RcorrJZBem,1.0);
->
+    Bpred->Add(LcorrJZBem,-1.0);
->
+  }
->
->
+  Bpred->SetLineColor(kRed);
->
->
+  TAUhJZBpos->SetLineColor(kBlack);
->
+  Bpred->SetLineColor(kRed);
->
->
+  TAUhJZBpos->SetMinimum(1.0);
->
+  TAUhJZBpos->Draw("e1");
->
+  Bpred->Draw("same,hist");
->
+  TAUhJZBpos->Draw("same,e1");
->
->
+  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
->
+  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
->
+  TAUleg->AddEntry(Bpred,"Predicted","l");
->
+  TAUleg->Draw("same");
->
+  DrawMCPrelim(simulatedlumi);
->
+  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
->
->
+  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
->
+  TAUhratio->Divide(Bpred);
-+
+  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
-+
+    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " +/- " << TAUhJZBpos->GetBinError(i) << "   vs    Negative : " << Bpred->GetBinContent(i) << " +/- " << Bpred->GetBinError(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << " +/- " << (TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i)) * sqrt(pow(TAUhJZBpos->GetBinError(i)/TAUhJZBpos->GetBinContent(i),2) + pow(Bpred->GetBinError(i)/Bpred->GetBinContent(i),2)) << ")" << endl;
-+
-+
-+
+  }
-+
-+
+  zcan->SetLogy(0);
-+
+  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
-+
+  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
-+
+  TAUhratio->Draw("e1");
-+
-+
+  top->Draw("same");
-+
+  center->Draw("same");
-+
+  bottom->Draw("same");
-+
-+
+  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
-+
+  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
-+
+  TAUleg2->AddEntry(bottom,"syst. envelope","l");
-+
+  TAUleg2->Draw("same");
-+
+  DrawMCPrelim(simulatedlumi);
-+
+  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
-+
-+
+  delete Bpred;
-+
+  delete TAUhJZBpos;
-+
+  delete LcorrJZBeemm;
-+
+  delete RcorrJZBem;
-+
+  delete LcorrJZBem;
-+
+  delete hJZBpos;
-+
+  delete hJZBneg;
-+
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    delete RcorrJZBSBem;
-+
+    delete LcorrJZBSBem;
-+
+    delete RcorrJZBSBeemm;
-+
+    delete LcorrJZBSBeemm;
-+
+  }
-+
-+
+  //***************************************************************************************************
-+
-+
+  string jzbvar=var;
-+
+  /*
-+
+  for(int i=0;i<60;i+=10) {
-+
+    stringstream sSpecialJZBCut;
-+
+    sSpecialJZBCut << jzbvar << ">" << i;
-+
+  TCut SpecialJZBCut(sSpecialJZBCut.str().c_str());
-+
-+
+  var="mll";
-+
-+
+  TH1F *FullJZBhJZBpos       = allsamples.Draw("FullJZBhJZBpos",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+  TH1F *LcorrJZBPluseemm     = allsamples.Draw("LcorrJZBPluseemm",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+  TH1F *RcorrJZBPlusem       = allsamples.Draw("RcorrJZBPlusem",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+  TH1F *LcorrJZBPlusem       = allsamples.Draw("LcorrJZBPlusem",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
-+
+  TH1F *RcorrJZBPlusSBem;
-+
+  TH1F *LcorrJZBPlusSBem;
-+
+  TH1F *RcorrJZBPlusSBeemm;
-+
+  TH1F *LcorrJZBPlusSBeemm;
-+
-+
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    RcorrJZBPlusSBem   = allsamples.Draw("RcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+    LcorrJZBPlusSBem   = allsamples.Draw("LcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+    RcorrJZBPlusSBeemm = allsamples.Draw("RcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+    LcorrJZBPlusSBeemm = allsamples.Draw("LcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("DYJetsToLL"));
-+
+  }
-+
-+
+  TH1F *BpredPrime = (TH1F*)LcorrJZBPluseemm->Clone("BpredPrime");
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    BpredPrime->Add(RcorrJZBPlusem,1.0/3.);
-+
+    BpredPrime->Add(LcorrJZBPlusem,-1.0/3.);
-+
+    BpredPrime->Add(RcorrJZBPlusSBem,1.0/3.);
-+
+    BpredPrime->Add(LcorrJZBPlusSBem,-1.0/3.);
-+
+    BpredPrime->Add(RcorrJZBPlusSBeemm,1.0/3.);
-+
+    BpredPrime->Add(LcorrJZBPlusSBeemm,-1.0/3.);
-+
+  } else {
-+
+    BpredPrime->Add(RcorrJZBPlusem,1.0);
-+
+    BpredPrime->Add(LcorrJZBPlusem,-1.0);
-+
+  }
-+
-+
+  BpredPrime->SetLineColor(kRed);
-+
-+
+  FullJZBhJZBpos->SetLineColor(kBlack);
-+
+  BpredPrime->SetLineColor(kRed);
-+
-+
+  FullJZBhJZBpos->SetMinimum(1.0);
-+
+  FullJZBhJZBpos->Draw("e1");
-+
+  BpredPrime->Draw("same,hist");
-+
+  FullJZBhJZBpos->Draw("same,e1");
-+
-+
+  TLegend *FullJZBleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
-+
+  FullJZBleg->AddEntry(FullJZBhJZBpos,"Observed","pe");
-+
+  FullJZBleg->AddEntry(BpredPrime,"Predicted","l");
-+
+  FullJZBleg->Draw("same");
-+
+  DrawMCPrelim(simulatedlumi);
-+
+  CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"_zjets_eemumu_prediction__"+any2string(massregionname));
-+
-+
+  TH1F* FullJZBhratio = (TH1F*)FullJZBhJZBpos->Clone("FullJZBhratio");
-+
+  FullJZBhratio->Divide(BpredPrime);
-+
-+
+  zcan->SetLogy(0);
-+
+  FullJZBhratio->GetYaxis()->SetRangeUser(0,2.5);
-+
+  FullJZBhratio->GetYaxis()->SetTitle("Observed/Predicted");
-+
+  FullJZBhratio->Draw("e1");
-+
-+
+  TLine *atop = new TLine(0,1.2,200,1.2);
-+
+  TLine *acenter = new TLine(0,1.0,200,1.0);
-+
+  TLine *abottom = new TLine(0,0.8,200,0.8);
-+
-+
+  atop->SetLineColor(kBlue);
-+
+  atop->SetLineStyle(2);
-+
+  acenter->SetLineColor(kBlue);
-+
+  abottom->SetLineColor(kBlue);
-+
+  abottom->SetLineStyle(2);
-+
-+
+  atop->Draw("same");
-+
+  acenter->Draw("same");
-+
+  abottom->Draw("same");
-+
-+
+  TLegend *FullJZBleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
-+
+  FullJZBleg2->AddEntry(FullJZBhratio,"obs / pred","pe");
-+
+  FullJZBleg2->AddEntry(abottom,"syst. envelope","l");
-+
+  FullJZBleg2->Draw("same");
-+
+  DrawMCPrelim(simulatedlumi);
-+
+  CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"zjets_eemumu_prediction_ratio"+any2string(massregionname));
-+
-+
-+
+  delete BpredPrime;
-+
+  delete FullJZBhJZBpos;
-+
+  delete LcorrJZBPluseemm;
-+
+  delete RcorrJZBPlusem;
-+
+  delete LcorrJZBPlusem;
-+
+//  delete FullJZBhJZBpos;
-+
-+
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
-+
+    delete RcorrJZBPlusSBem;
-+
+    delete LcorrJZBPlusSBem;
-+
+    delete RcorrJZBPlusSBeemm;
-+
+    delete LcorrJZBPlusSBeemm;
-+
+  }
-+
-+
+  }
-+
+  //***************************************************************************************************
-+
+  */
+  delete zcan;
+  cutWeight=weightbackup;
-–
-<
->
+void zjets_prediction_comparison(string mcjzbWithPUa) {
->
+   zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20"), "nomasscut");
->
+  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<10"), "Zwindow_10");
->
+  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
->
+//  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)>10&&mll>20"), "Outside_Zwindow_10");
->
+//  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
->
+}
->
+void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
+  tout << endl << endl;
+  stringstream bordercut;
+  tout << "\\begin{tabular}{l|cc}" << endl;
+  tout << "\\hline" << endl;
+  tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
-<
+  tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
->
+  tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
+  tout << "\\end{tabular}" << endl;
+  tout << "\\end{center}" << endl;
+  tout << "\\end{table}" << endl;
+  TCanvas *cannie = new TCanvas("cannie","cannie");
-<
+  for(int icut=0;icut<jzb_cuts.size();icut++) {
->
+  for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
+    float currcut=jzb_cuts[icut];
+    int nbins=1;float low=currcut;
+    vector<int> mysample;
+    TH1F *RcorrJZBSBeemm;
+    TH1F *LcorrJZBSBeemm;
-<
+    if(PlottingSetup::RestrictToMassPeak) {
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+      RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
+      LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
+      RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
+    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
-<
+    if(PlottingSetup::RestrictToMassPeak) {
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+      Bpred->Add(RcorrJZBem,1.0/3.);
+      Bpred->Add(LcorrJZBem,-1.0/3.);
+      Bpred->Add(RcorrJZBSBem,1.0/3.);
+  //prediction part
+  if(is_data) cout << "Data prediction & ";
+  if(subselection!="none") cout << subselection << " prediction &";
-<
+  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
->
+  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
+  cout << endl;
+  //observation part
+  if(is_data) cout << "Data observation & ";
+  if(subselection!="none") cout << subselection << " observation &";
-<
+  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
->
+  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
+  cout << endl;
+  cout << "_________________________________________________________________" << endl;
+  delete cannie;
+void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
-+
+  cout << "You probably don't want --met, you want --metplots ... " << endl;
-+
+  assert(0);
+  /*we want a table like this:
+    __________________     50   |   100  | ...
+    | Data prediction |  a vs b | a vs b | ...
+  int nbins = sizeof(xbins)/sizeof(float)-1;
+  int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
-<
+  TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
-<
+  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
-<
+  TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
->
->
+  TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
->
+  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
->
+  TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
+  TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
+  TCut kreco(cutmass);
+  TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
+  can->SetGridx(1);
+  can->SetGridy(1);
-+
+  can->SetLeftMargin(0.16);
-+
+  can->SetRightMargin(0.05);
+  TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
-+
+  leg->SetBorderSize(1);
-+
+  leg->SetLineColor(kBlack);
-+
+  leg->SetTextFont(62);
-<
-<
-<
+  for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
->
+  for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
+    ostringstream selection;
+    selection << mcjzb << ">" << jzb_bins[icut];
+    heff->GetXaxis()->SetRangeUser(min, max);
-+
+//    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
-+
+//    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
-+
+//    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
-+
+//    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
+    heff->SetMarkerStyle(markers[icut]);
+    heff->Fit("func","Q+","same");
+    // Store plot
+    TH1F* h = (TH1F*)heff->Clone(hname);
-+
+    h->SetNdivisions(505,"X");
+    if ( icut) h->Draw("same");
+    else h->Draw();
+    char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
+// Calls the above function for each signal sample
+void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
-<
+  for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
->
+  for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
+    dout << "JZB selection efficiency curve: " << std::endl;
+    JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
+  TH1F *RcorrJZBSBeemm;
+  TH1F *LcorrJZBSBeemm;
-<
+  TH1F *RcorrJZBeemmNoS;
->
+//  TH1F *RcorrJZBeemmNoS;
+    //these are for the ratio
+  TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
+  TH1F *JRcorrJZBSBeemm;
+  TH1F *JLcorrJZBSBeemm;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
+    LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
+    RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
+  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
+  TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    Bpred->Add(RcorrJZBem,1.0/3.);
+    Bpred->Add(LcorrJZBem,-1.0/3.);
+    Bpred->Add(RcorrJZBSBem,1.0/3.);
+  //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
+  string ytitle("ratio");
+  if ( use_data==1 ) ytitle = "data/pred";
-<
+  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
->
+  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
->
+  delete kinpad;
+  TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
+  TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
+  dout << "______________________________________________" << endl;
+  dout << "How QCD shows up in the different regions: " << endl;
+  dout << "OSSF: " << endl;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
+    dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
+  } else {
+    dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
+  dout << "OSOF: " << endl;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
+    dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
+  } else {
+    dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
+  dout << "Therefore: " << endl;
-<
+  if(PlottingSetup::RestrictToMassPeak) {
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+    dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
+    dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
+    dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
+  dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
+  dout << endl;
-<
+  for(int i=0;i<bins.size();i++) {
->
+  for(int i=0;i<(int)bins.size();i++) {
+    dout << " JZB > " << bins[i] << " : " << endl;
+    dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
-<
+    if(PlottingSetup::RestrictToMassPeak) {
->
+    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
+        dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
+    } else {
+        dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
+  if(LcorrJZBem) delete LcorrJZBem;
+  if(RcorrJZBeemm) delete RcorrJZBeemm;
+  if(LcorrJZBeemm) delete LcorrJZBeemm;
-<
+  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
-<
+  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
-<
+  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
-<
+  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
->
+  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
->
+}
->
->
+void check_ptsanity() {
->
+  TCanvas *ptsancan = new TCanvas("ptsancan","ptsancan",600,1800);
->
+  TH1F *individualpt1histos[allsamples.collection.size()];
->
+  TH1F *individualpt2histos[allsamples.collection.size()];
->
+  TH1F *fpt1 = new TH1F("fpt1","fpt1",50,0,50);
->
+  fpt1->GetYaxis()->SetRangeUser(0,1);
->
+  fpt1->GetXaxis()->SetTitle("p_{T,1}");
->
+  fpt1->GetXaxis()->CenterTitle();
->
->
+  TH1F *fpt2 = new TH1F("fpt2","fpt2",50,0,50);
->
+  fpt2->GetXaxis()->SetTitle("p_{T,2}");
->
+  fpt2->GetXaxis()->CenterTitle();
->
->
+  ptsancan->Divide(1,3);
->
+  ptsancan->cd(1);
->
+  float maxpt1entry=0;
->
+  float maxpt2entry=0;
->
->
+  TLegend *leg = make_legend();
->
+  leg->SetX1(0.0);
->
+  leg->SetY1(0.0);
->
+  leg->SetX2(1.0);
->
+  leg->SetY2(1.0);
->
->
->
+  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
->
+    string nowname=(allsamples.collection)[isample].filename;
->
+    cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
->
+    individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
->
+    individualpt2histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt2",50,0,50, "p_{T,2}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
->
+    individualpt1histos[isample]->SetLineColor(isample+1);
->
+    individualpt2histos[isample]->SetLineColor(isample+1);
->
+    float currmaxpt1entry=individualpt1histos[isample]->GetMaximum()/individualpt1histos[isample]->Integral();
->
+    float currmaxpt2entry=individualpt2histos[isample]->GetMaximum()/individualpt2histos[isample]->Integral();
->
+    cout << "      pt 1 histo contains; " << individualpt1histos[isample]->Integral() << endl;
->
+    cout << "      pt 2 histo contains; " << individualpt2histos[isample]->Integral() << endl;
->
+    if(currmaxpt1entry>maxpt1entry)maxpt1entry=currmaxpt1entry;
->
+    if(currmaxpt2entry>maxpt2entry)maxpt2entry=currmaxpt2entry;
->
+    leg->AddEntry(individualpt2histos[isample],((allsamples.collection)[isample].filename).c_str(),"f");
->
+  }
->
->
+  fpt1->GetYaxis()->SetRangeUser(0,maxpt1entry);
->
+  fpt2->GetYaxis()->SetRangeUser(0,maxpt2entry);
->
->
+  ptsancan->cd(1);
->
+  fpt1->Draw();
->
+  ptsancan->cd(2);
->
+  fpt2->Draw();
->
->
+  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
->
+    ptsancan->cd(1);
->
+    individualpt1histos[isample]->DrawNormalized("same,histo");
->
+    ptsancan->cd(2);
->
+    individualpt2histos[isample]->DrawNormalized("same,histo");
->
+  }
->
+  ptsancan->cd(3);
->
+  leg->Draw();
->
+  CompleteSave(ptsancan,"PtSanityCheck");
->
->
+  delete ptsancan;
->
+}
->
->
+void do_mlls_plot(string mcjzb) {
->
+  cout << "At this point we'd plot the mll distribution" << endl;
->
+  TCanvas *sigcan = new TCanvas("sigcan","sigcan");
->
+  for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
->
+    if(!(signalsamples.collection)[isig].events) continue;
->
+    string nowname=(signalsamples.collection)[isig].filename;
->
+    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
->
+//    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
->
+    mll->SetLineColor(TColor::GetColor("#04B404"));
->
+    stringstream poscutS;
->
+    poscutS << "((" << mcjzb <<")>50)";
->
+    TCut poscut(poscutS.str().c_str());
->
+    TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
->
+    mllP->SetLineColor(TColor::GetColor("#0040FF"));
->
+    mll->Draw("histo");
->
+    mllP->Draw("histo,same");
->
+    TLegend *leg = make_legend();
->
+    leg->SetY1(0.8);
->
+    leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
->
+    leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
->
+    leg->Draw();
->
+    TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
->
+    TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
->
+    lin->Draw("same");
->
+    lin2->Draw("same");
->
->
+    CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
->
+    delete mll;
->
+    delete mllP;
->
+  }
->
+}
->
->
+void met_vs_jzb_plots(string datajzb, string mcjzb) {
->
->
+  TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
->
+  canmetjzb->SetRightMargin(0.16);
->
->
+  vector<string> findme;
->
+  findme.push_back("DY");
->
+  findme.push_back("TT_");
->
+  findme.push_back("LM");
->
+  /*
->
+  for(int ifind=0;ifind<(int)findme.size();ifind++) {
->
+    vector<int> selsamples = allsamples.FindSample(findme[ifind]);
->
+    TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
->
+    for(int isel=0;isel<(int)selsamples.size();isel++) {
->
+      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
->
+      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
->
+    }
->
+    metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
->
+    metvsjzb->SetStats(0);
->
+    metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
->
+    metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
->
+    metvsjzb->GetXaxis()->CenterTitle();
->
+    metvsjzb->GetYaxis()->CenterTitle();
->
+    metvsjzb->Draw("COLZ");
->
+    TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
->
+    title->SetTextAlign(12);
->
+    title->Draw();
->
+    CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
->
+  }
->
+  */
->
->
+  dout << "About to produce MET plot for DY split up by JZB" << endl;
->
->
+  int nbins=14;
->
+  float low=0;
->
+  float high=140;
->
->
+  stringstream sLEFT;
->
+  sLEFT << "((" << mcjzb << ")<0)";
->
+  TCut LEFT(sLEFT.str().c_str());
->
+  stringstream sRIGHT;
->
+  sRIGHT << "((" << mcjzb << ")>0)";
->
+  TCut RIGHT(sRIGHT.str().c_str());
->
->
+  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
->
+  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
->
+  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
->
+  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
->
->
->
+  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
->
+  Bpred->Add(metleftO,-1);
->
+  Bpred->Add(metrightO);
->
+  TH1F *obs = (TH1F*)metright->Clone("obs");
->
->
+  metleft->Add(metleftO,-1);
->
+  metright->Add(metrightO,-1);
->
->
+  metleft->SetLineColor(kRed);
->
+  metright->SetLineColor(kBlack);
->
+  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
->
+  metpad->cd();
->
+  metpad->SetLogy(1);
->
+  metleft->Draw("histo");
->
+  metright->Draw("same");
->
+  TLegend *lg = make_legend();
->
+  lg->SetX1(0.5);
->
+  lg->SetY1(0.7);
->
+  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
->
+  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
->
+  lg->SetHeader("DY");
->
->
+  lg->Draw();
->
+  Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
->
->
+  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
->
+  metpad3->cd();
->
+  metpad3->SetLogy(1);
->
+  Bpred->SetLineColor(kRed);
->
+  Bpred->Draw("histo");
->
+  obs->SetLineColor(kBlack);
->
+  obs->Draw("same");
->
+  TLegend *lg2 = make_legend();
->
+  lg2->SetX1(0.5);
->
+  lg2->SetY1(0.7);
->
+  lg2->AddEntry(obs,"observed","P");
->
+  lg2->AddEntry(Bpred,"predicted","L");
->
+  lg2->SetHeader("DY");
->
->
+  lg2->Draw();
->
->
+  Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
->
->
+  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
->
+  metpad2->cd();
->
+  metpad2->SetLogy(1);
->
->
+  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
->
+  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
->
+  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
->
+  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
->
->
+  metlefta->Add(metleftOa,-1);
->
+  metrighta->Add(metrightOa,-1);
->
->
+  metlefta->SetLineColor(kRed);
->
+  metpad2->cd();
->
+  metlefta->Draw("histo");
->
+  metrighta->Draw("same");
->
+  lg->Draw();
->
+  Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
->
->
+  delete Bpred;
->
+  delete obs;
->
->
+  float newhigh=300;
->
+  int newNBins=30;
->
->
+  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
->
+  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
->
+  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
->
+  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
->
+  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
->
->
+  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
->
+  aBpred->Add(AmetleftO,-1);
->
+  aBpred->Add(AmetrightO);
->
+  aBpred->SetLineColor(kRed);
->
->
+  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
->
+  metpad4->cd();
->
+  metpad4->SetLogy(1);
->
+  aobs->Draw();
->
+  aBpred->Draw("histo,same");
->
+  aobs->Draw("same");
->
+  lg->SetHeader("All MC");
->
+  lg->Draw();
->
+  Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
->
->
->
+  delete lg;
->
+  delete canmetjzb;
->
+  delete metleft;
->
+  delete metleftO;
->
+  delete metright;
->
+  delete metrightO;
->
+}
->
->
->
+void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
->
->
+  if(PlottingSetup::RestrictToMassPeak) {
->
+    write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
->
+    assert(!PlottingSetup::RestrictToMassPeak);
->
+  }
->
->
+  vector<float> binning;
->
->
+  binning.push_back(-200);
->
+  binning.push_back(-150);
->
+  binning.push_back(-125);
->
+  binning.push_back(-100);
->
+  binning.push_back(-75);
->
+  binning.push_back(-50);
->
+  binning.push_back(-25);
->
+  binning.push_back(0);
->
+  binning.push_back(25);
->
+  binning.push_back(50);
->
+  binning.push_back(75);
->
+  binning.push_back(100);
->
+  binning.push_back(125);
->
+  binning.push_back(150);
->
+  binning.push_back(200);
->
->
+  switch_overunderflow(true);
->
->
+  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
->
+  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
->
+  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
->
+  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
->
->
+  TCanvas *tcan = new TCanvas("tcan","tcan");
->
+  tcan->SetLogy(1);
->
->
+  TZeemm->SetLineColor(kBlack);
->
+  TZem->SetLineColor(kRed);
->
+  TZeemm->SetMarkerColor(kBlack);
->
+  TZem->SetMarkerColor(kRed);
->
->
+  vector<TH1F*> histos;
->
+//  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
->
+//  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
->
+  histos.push_back(TZem);
->
+  histos.push_back(TZeemm);
->
+  draw_all_ttbar_histos(tcan,histos,"histo",8);
->
->
+  TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
->
+  leg->AddEntry(TZeemm,"SFZP","l");
->
+  leg->AddEntry(TZem,"OFZP","l");
->
+  leg->Draw("same");
->
+  DrawMCPrelim();
->
+  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
->
->
+  TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
->
+  TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
->
+  TH1F *TSeemmcopy;
->
+  TH1F *TSemcopy;
->
->
+  predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
->
+  observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
->
->
+  vector<float> posbinning;
->
+  for(unsigned int i=0;i<binning.size();i++) {
->
+    if(binning[i]<0) continue;
->
+    posbinning.push_back(binning[i]);
->
+  }
->
->
+  TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
->
+  TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
->
->
+  for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
->
+    int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
->
+    if(TZem->GetBinCenter(i)<0) {
->
+      //we're on the left: subtract em!
->
+      pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
->
+      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
->
+      //we're on the left: add eemm!
->
+      pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
->
+      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
->
+    } else {
->
+      //we're on the right: add em!
->
+      pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
->
+      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
->
+      //we're on the left: add eemm!
->
+      obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
->
+      obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
->
+    }
->
+  }
->
->
+  ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
->
+  ratio2->Divide(obs2);
->
->
+  TZem->Divide(TZeemm);
->
+  TZem->SetMarkerStyle(21);
->
->
+  TZem->SetTitle("OF / SF");
->
+  ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
->
->
+  tcan->SetLogy(0);
->
+  TZem->GetYaxis()->SetRangeUser(0,2.5);
->
+  TZem->GetYaxis()->SetTitle("ratio");
->
+  TZem->Draw();
->
->
+  float linepos=emuncertOFFPEAK;
->
->
+  TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
->
+  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
->
+  TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
->
->
+  top->SetLineColor(kBlue);top->SetLineStyle(2);
->
+  bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
->
+  center->SetLineColor(kBlue);
->
->
+  top->Draw("same");
->
+  center->Draw("same");
->
+  bottom->Draw("same");
->
->
+  TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
->
+  leg2->AddEntry(TZem,"OFZP / SFZP","ple");
->
+  leg2->AddEntry(bottom,"syst. envelope","l");
->
+  leg2->SetX1(0.25);leg2->SetX2(0.6);
->
+  leg2->SetY1(0.65);
->
->
+  leg2->Draw("same");
->
->
+  DrawMCPrelim();
->
+  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
->
->
+  ratio2->SetLineColor(TZem->GetLineColor());
->
+  ratio2->SetMarkerColor(TZem->GetMarkerColor());
->
+  ratio2->GetYaxis()->SetRangeUser(0,2.5);
->
+  ratio2->GetYaxis()->SetTitle("ratio");
->
+  ratio2->Draw();
->
->
+  TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
->
+  TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
->
+  TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
->
->
+  top2->SetLineColor(kBlue);top->SetLineStyle(2);
->
+  bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
->
+  center2->SetLineColor(kBlue);
->
->
+  top2->Draw("same");
->
+  center2->Draw("same");
->
+  bottom2->Draw("same");
->
->
+  leg2->Draw("same");
->
->
+  DrawMCPrelim();
->
+  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
->
->
+  delete TZem;
->
+  delete nTZem;
->
+  delete TZeemm;
->
+  delete nTZeemm;
->
+  delete obs2;
->
+  delete pred2;
->
+  delete tcan;
->
+  switch_overunderflow(false);
-+
+void IllustrateVariation(TH1F *vanilla_ratio, TH1F *response_only_up_ratio, TH1F *response_only_down_ratio, TH1F *reponse_plus_peak_up_ratio, TH1F *reponse_plus_peak_down_ratio, string PostString) {
-+
-+
-+
+  TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
-+
+  vanilla_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
-+
+  vanilla_ratio->SetFillColor(kGreen);
-+
+  vanilla_ratio->SetLineColor(kGreen);
-+
+  vanilla_ratio->SetMarkerColor(kGreen);
-+
+  vanilla_ratio->SetFillStyle(3001);
-+
+  vanilla_ratio->Draw("e3");
-+
-+
+  response_only_up_ratio->SetFillColor(kRed);
-+
+  response_only_up_ratio->SetMarkerColor(kRed);
-+
+  response_only_up_ratio->SetLineColor(kRed);
-+
+  response_only_up_ratio->SetFillStyle(3003);
-+
+  response_only_up_ratio->Draw("e3,same");
-+
-+
+  response_only_down_ratio->SetFillColor(kOrange);
-+
+  response_only_down_ratio->SetMarkerColor(kOrange);
-+
+  response_only_down_ratio->SetLineColor(kOrange);
-+
+  response_only_down_ratio->SetFillStyle(3004);
-+
+  response_only_down_ratio->Draw("e3,same");
-+
-+
+  reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
-+
+  reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
-+
+  reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
-+
+  reponse_plus_peak_up_ratio->SetFillStyle(3005);
-+
+  reponse_plus_peak_up_ratio->Draw("e3,same");
-+
-+
+  reponse_plus_peak_down_ratio->SetFillColor(kBlue);
-+
+  reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
-+
+  reponse_plus_peak_down_ratio->SetLineColor(kBlue);
-+
+  reponse_plus_peak_down_ratio->SetFillStyle(3006);
-+
+  reponse_plus_peak_down_ratio->Draw("e3,same");
-+
-+
+  TLine *llow = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0-emuncertOFFPEAK,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0-emuncertOFFPEAK);
-+
+  TLine *lhi = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0+emuncertOFFPEAK,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0+emuncertOFFPEAK);
-+
+  TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
-+
-+
+  TLine *llowA = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0-0.07,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0-0.07);
-+
+  TLine *lhiA = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0+0.07,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0+0.07);
-+
-+
+  lhiA->SetLineColor(kRed);
-+
+  lhiA->SetLineStyle(2);
-+
+  llowA->SetLineColor(kRed);
-+
+  llowA->SetLineStyle(2);
-+
-+
+  llow->SetLineColor(kBlue);
-+
+  llow->SetLineStyle(2);
-+
+  lhi->SetLineColor(kBlue);
-+
+  lhi->SetLineStyle(2);
-+
+  lOne->SetLineColor(kBlue);
-+
-+
+  llow->Draw();
-+
+  lhi->Draw();
-+
+  lOne->Draw();
-+
-+
+  llowA->Draw();
-+
+  lhiA->Draw();
-+
-+
+  TLegend *leg = make_legend();
-+
+  leg->SetX1(0.15);
-+
+  leg->SetY1(0.7);
-+
+  leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
-+
+  leg->AddEntry(response_only_up_ratio,"With response correction","pf");
-+
+  leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
-+
+  leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
-+
+  leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
-+
+  leg->AddEntry(lhi,"Systematic envelope","l");
-+
+//  leg->SetNColumns(2);
-+
+  leg->Draw();
-+
-+
+  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
-+
-+
+  vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
-+
+  vanilla_ratio->Draw("e3");
-+
+  response_only_up_ratio->Draw("e3 same");
-+
+  response_only_down_ratio->Draw("e3 same");
-+
+  TLegend *leg2 = make_legend();
-+
+  leg2->SetX1(0.15);
-+
+  leg2->SetY1(0.7);
-+
+  leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
-+
+  leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
-+
+  leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
-+
+  leg2->AddEntry(lhi,"Systematic envelope","l");
-+
+  leg2->Draw();
-+
+  llow->Draw();
-+
+  lOne->Draw();
-+
+  llowA->Draw();
-+
+  lhiA->Draw();
-+
-+
+  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
-+
-+
+  response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
-+
+  response_only_up_ratio->Draw("e3");
-+
+  reponse_plus_peak_up_ratio->Draw("e3 same");
-+
+  reponse_plus_peak_down_ratio->Draw("e3 same");
-+
+  TLegend *leg3 = make_legend();
-+
+  leg3->SetX1(0.15);
-+
+  leg3->SetY1(0.7);
-+
+  leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
-+
+  leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
-+
+  leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
-+
+  leg3->AddEntry(lhi,"Systematic envelope","l");
-+
+  leg3->Draw();
-+
+  llow->Draw();
-+
+  lOne->Draw();
-+
+  llowA->Draw();
-+
+  lhiA->Draw();
-+
-+
+  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
-+
-+
+  delete ttcan2;
-+
+}
-+
-+
+void ttbar_correction_tests() {
-+
+  TCanvas *ttcan = new TCanvas("ttcan","ttcan");
-+
-+
+  TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
-+
-+
+  TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
-+
-+
+  TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
-+
-+
+  TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
-+
-+
+  string vanilla="jzb[1]";
-+
+  string response_only_up="((jzb[1]+0.034665*pt))";
-+
+  string response_only_down="((jzb[1]-0.034665*pt))";
-+
+  string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
-+
+  string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
-+
-+
+  do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
-+
+  do_one_ttbar_test(response_only_up_observed,response_only_up_predicted,response_only_up_ratio,response_only_up_ratio2,response_only_up,"response_only_up");
-+
+  do_one_ttbar_test(response_only_down_observed,response_only_down_predicted,response_only_down_ratio,response_only_down_ratio2,response_only_down,"response_only_down");
-+
+  do_one_ttbar_test(reponse_plus_peak_up_observed,reponse_plus_peak_up_predicted,reponse_plus_peak_up_ratio,reponse_plus_peak_up_ratio2,reponse_plus_peak_up,"reponse_plus_peak_up");
-+
+  do_one_ttbar_test(reponse_plus_peak_down_observed,reponse_plus_peak_down_predicted,reponse_plus_peak_down_ratio,reponse_plus_peak_down_ratio2,reponse_plus_peak_down,"reponse_plus_peak_down");
-+
-+
+  ttcan->cd();
-+
-+
+  IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
-+
+  IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
-+
-+
+  delete vanilla_observed;
-+
+  delete response_only_up_observed;
-+
+  delete response_only_down_observed;
-+
+  delete reponse_plus_peak_up_observed;
-+
+  delete reponse_plus_peak_down_observed;
-+
-+
+  delete vanilla_predicted;
-+
+  delete response_only_up_predicted;
-+
+  delete response_only_down_predicted;
-+
+  delete reponse_plus_peak_up_predicted;
-+
+  delete reponse_plus_peak_down_predicted;
-+
-+
+  delete vanilla_ratio;
-+
+  delete response_only_up_ratio;
-+
+  delete response_only_down_ratio;
-+
+  delete reponse_plus_peak_up_ratio;
-+
+  delete reponse_plus_peak_down_ratio;
-+
-+
+  delete ttcan;
-+
+}
-+
-+
+void ttbar_region_search(string mcjzb) {
-+
+  cout << "Looking for a nice control region" << endl;
-+
+  TCanvas *can = new TCanvas("can","can",1200,1200);
-+
+  can->Divide(2,2);
-+
+  can->cd(1);
-+
+  can->cd(1)->SetLogy(1);
-+
-+
+  THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
-+
+  THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
-+
-+
+  JZBdistSF.Draw("histo");
-+
+  JZBdistSF.SetMaximum(1000);
-+
+  JZBdistSF.SetMinimum(0.1);
-+
+  JZBdistSF.Draw("histo");
-+
+  DrawMCPrelim();
-+
-+
+  can->cd(2);
-+
+  can->cd(2)->SetLogy(1);
-+
+  JZBdistOF.Draw("histo");
-+
+  JZBdistOF.SetMaximum(1000);
-+
+  JZBdistOF.SetMinimum(0.1);
-+
+  JZBdistOF.Draw("histo");
-+
+  DrawMCPrelim();
-+
-+
+  can->cd(3);
-+
-+
-+
+  write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
-+
-+
+  DrawMCPrelim();
-+
-+
+  /*
-+
+  THStack *Subtracted = new THStack();
-+
-+
+  TIter nextSF(JZBdistSF.GetHists());
-+
+  TIter nextOF(JZBdistOF.GetHists());
-+
+  TObject* SFobj;
-+
+  TObject* OFobj;
-+
-+
+  TH1* sfh = NULL;
-+
+  TH1* ofh = NULL;
-+
-+
+  while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
-+
+    TH1F *sfstart = (TH1*)SFobj->Clone();
-+
+    TH1F *ofstart = (TH1*)OFobj->Clone();
-+
+    TH1F *obs, *pred;
-+
+    MakeObservationPrediction(obs,pred,sfstart,ofstart);
-+
-+
+    if ( !hratio ) {
-+
+      hratio = (TH1*)obj->Clone();
-+
+      hratio->SetName("hratio");
-+
+    } else hratio->Add( (TH1*)obj );
-+
-+
+  }
-+
+  hratio->Divide(hdata);
-+
+  */
-+
-+
-+
+  can->cd(4);
-+
+  JZBdistOF.Draw("histo");
-+
+  DrawMCPrelim();
-+
-+
-+
-+
+  CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
-+
-+
+  CleanLegends();
-+
+  delete can;
-+
+}
-+
-+
+void ttbar_tests(string mcjzb) {
-+
+  //ttbar_correction_tests();
-+
+  ttbar_region_search(mcjzb);
-+
+}
-+
-+
+Value GetYieldBetween(TH1F *h, float low, float high) {
-+
+  float Yield=0;
-+
+  float YieldErr=0;
-+
+  for(int i=1;i<=h->GetNbinsX()+1;i++) {
-+
+    if(h->GetBinLowEdge(i)+h->GetBinWidth(i)<=low) continue;// considered in the next bin
-+
+    if(h->GetBinLowEdge(i)>=high) continue;//above the threshold, out!
-+
+    Yield+=h->GetBinContent(i);
-+
+    YieldErr=sqrt(YieldErr*YieldErr+h->GetBinError(i)*h->GetBinError(i));
-+
+  }
-+
-+
+  Value a(Yield,YieldErr);
-+
+  return a;
-+
+}
-+
-+
-+
+void make_SF_over_OF_plot(string datajzb, string mcjzb, TCut cut, string variable, int nbins, float xmin, float ymin, string varname, string filename) {
-+
+  TCanvas *SFoOF_can = new TCanvas("SFoOF_can","SFoOF_can");
-+
+  TH1F *data_sf = allsamples.Draw("data_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,data,luminosity);
-+
+  TH1F *data_of = allsamples.Draw("data_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,data,luminosity);
-+
-+
+  TH1F *mc_sf = allsamples.Draw("mc_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity);
-+
+  TH1F *mc_of = allsamples.Draw("mc_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity);
-+
-+
+  TH1F *mc_ratio = (TH1F*)mc_sf->Clone("mc_ratio");
-+
+  mc_ratio->Divide(mc_of);
-+
-+
+  TH1F *data_ratio = (TH1F*)data_sf->Clone("data_ratio");
-+
+  data_ratio->Divide(data_of);
-+
-+
+  mc_ratio->SetFillColor(TColor::GetColor("#00ADE1"));
-+
+  mc_ratio->SetMarkerColor(TColor::GetColor("#00ADE1"));
-+
+  mc_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
-+
-+
+  mc_ratio->GetYaxis()->SetTitle("R(SF / OF)");
-+
-+
-+
+  Value R_sf_of_low_mass = GetYieldBetween(data_sf,20,70)/GetYieldBetween(data_of,20,70);
-+
+  Value R_sf_of_high_mass = GetYieldBetween(data_sf,120,200)/GetYieldBetween(data_of,120,200);
-+
-+
+  Value R_sf_of_low_mass_mc = GetYieldBetween(mc_sf,20,70)/GetYieldBetween(mc_of,20,70);
-+
+  Value R_sf_of_high_mass_mc = GetYieldBetween(mc_sf,120,200)/GetYieldBetween(mc_of,120,200);
-+
-+
+  dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
-+
+  dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
-+
-+
+  TGraphAsymmErrors *gra = produce_ratio_graph(mc_ratio);
-+
+  gra->Draw();
-+
+  mc_ratio->Draw();
-+
+  gra->Draw("e20");
-+
+  gra->SetFillColor(TColor::GetColor("#00ADE1"));
-+
+  gra->SetMarkerColor(TColor::GetColor("#00ADE1"));
-+
+  data_ratio->Draw("e1,same");
-+
-+
+  TLegend *leg = new TLegend(0.17,0.16,0.53,0.31);
-+
+//   leg->SetHeader("R( SF / OF )");
-+
+  leg->SetFillColor(kWhite);
-+
+  leg->SetBorderSize(0);
-+
+  leg->AddEntry(data_ratio,"Data","p");
-+
+  leg->AddEntry(gra,"MC","fp");
-+
+  leg->Draw();
-+
-+
+  TLine *g = new TLine(0,1.0,200,1.0);
-+
+  g->SetLineColor(kBlue);
-+
+  g->Draw();
-+
-+
+  TLine *l = new TLine(70,0.5,70,1.5);
-+
+  l->SetLineStyle(2);
-+
+  l->SetLineColor(TColor::GetColor("#00ADE1"));
-+
+  TLine *m = new TLine(120,0.5,120,1.5);
-+
+  m->SetLineStyle(2);
-+
+  m->SetLineColor(TColor::GetColor("#00ADE1"));
-+
+  l->Draw();
-+
+  m->Draw();
-+
-+
-+
+  DrawPrelim();
-+
-+
+  CompleteSave(SFoOF_can,"iTTbar/"+filename+"SF_vs_OF");
-+
-+
+  delete leg;
-+
+  delete mc_sf;
-+
+  delete mc_of;
-+
+  delete mc_ratio;
-+
+  delete data_sf;
-+
+  delete data_of;
-+
+  delete data_ratio;
-+
+  delete SFoOF_can;
-+
+}
-+
-+
+void make_iTTbar_JZB_plot(string datajzb, string mcjzb, TCut cut) {
-+
+  TCanvas *can = new TCanvas("can","can");
-+
+  vector<float> binning;
-+
+  binning.push_back(-100);
-+
+  binning.push_back(-50);
-+
+  binning.push_back(-20);
-+
+  binning.push_back(0);
-+
+//  binning.push_back(10);
-+
+  binning.push_back(20);
-+
+//  binning.push_back(30);
-+
+  binning.push_back(50);
-+
+  binning.push_back(100);
-+
+  binning.push_back(300);
-+
-+
+  TH1F *hdata   = allsamples.Draw("hdata",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
-+
+  TH1F *hodata  = allsamples.Draw("hodata", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
-+
+  TH1F *hndata  = allsamples.Draw("hndata", "-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
-+
+  TH1F *hnodata = allsamples.Draw("hnodata","-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
-+
-+
+  TH1F *hmc   = allsamples.Draw("hmc",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,mc,luminosity);
-+
+  TH1F *homc  = allsamples.Draw("homc", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,mc,luminosity);
-+
-+
+  hodata->SetLineColor(kRed);
-+
+  hmc->SetLineColor(kRed);
-+
+//  hodata->Add(hndata);
-+
+//  hodata->Add(hnodata,-1);
-+
-+
+  if(hdata->GetMaximum()>hodata->GetMaximum()) {
-+
+    hdata->SetMinimum(1.0);
-+
+    hdata->Draw();
-+
+    hodata->Draw("histo,same");
-+
+    hdata->Draw("same");
-+
+  } else {
-+
+    hodata->SetMinimum(1.0);
-+
+    hodata->Draw("histo");
-+
+    hdata->Draw("same");
-+
+  }
-+
-+
+  CompleteSave(can,"iTTbar/JZB_plot");
-+
+  TH1F *ratio = (TH1F*)hdata->Clone("ratio");
-+
+  ratio->Divide(hodata);
-+
+  ratio->GetYaxis()->SetTitle("obs/pred");
-+
+  ratio->GetYaxis()->SetRangeUser(0,2);
-+
-+
+  ratio->Draw();
-+
+  TLine *l = new TLine(-100,1.0,300,1.0);
-+
+  l->SetLineColor(kBlue);
-+
+  l->SetLineStyle(2);
-+
+  l->Draw();
-+
+  TLine *llow = new TLine(-100,1.0-0.07,300,1.0-0.07);
-+
+  TLine *lhi = new TLine(-100,1.0+0.07,300,1.0+0.07);
-+
+  llow->SetLineColor(kBlue);
-+
+  llow->SetLineStyle(2);
-+
+  llow->Draw();
-+
+  lhi->SetLineColor(kBlue);
-+
+  lhi->SetLineStyle(2);
-+
+  lhi->Draw();
-+
-+
+  CompleteSave(can,"iTTbar/JZB_plot_ratio");
-+
-+
+  delete hdata;
-+
+  delete hodata;
-+
+  delete ratio;
-+
+  delete can;
-+
+//  THStack *hmc = new THStack(allsamples.DrawStack("hmc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity));
-+
+//  THStack *homc = new THStack(allsamples.DrawStack("homc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity));
-+
+}
-+
-+
-+
-+
+void MakeSpecialiTTbarClosurePlot(TCut fullcut, string datajzb, string mcjzb, string MassRegion) {
-+
+  TCanvas *iTTbarClosureTestCanvas = new TCanvas("iTTbarClosureTestCanvas","iTTbarClosureTestCanvas");
-+
-+
+  vector<float> binning;
-+
+/*
-+
+  binning.push_back(0);
-+
+  binning.push_back(20);
-+
+  binning.push_back(50);
-+
+  binning.push_back(100);
-+
+//  binning.push_back(200);
-+
+*/
-+
+  binning.push_back(0);
-+
+  binning.push_back(10);
-+
+  binning.push_back(30);
-+
+  binning.push_back(50);
-+
+  binning.push_back(100);
-+
+//  binning.push_back(200);
-+
-+
-+
+  TH1F *hdata  = allsamples.Draw("hdata", datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),data,luminosity);
-+
+  TH1F *hodata = allsamples.Draw("hodata",datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),data,luminosity);
-+
+  TH1F *hmc    = allsamples.Draw("hmc",   mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),mc,luminosity);
-+
+  TH1F *homc   = allsamples.Draw("homc",  mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),mc,luminosity);
-+
-+
+  hdata->SetLineColor(kBlack);
-+
+  hmc->SetLineColor(kBlack);
-+
+  hodata->SetLineColor(kRed);
-+
+  homc->SetLineColor(kRed);
-+
+  hodata->SetMarkerColor(kRed);
-+
-+
+  hdata->GetYaxis()->SetTitle("events");
-+
-+
+  float maximum=hdata->GetMaximum()+1.2*sqrt(hdata->GetMaximum());
-+
+  float minimum=hdata->GetMinimum()-1.2*sqrt(hdata->GetMinimum());
-+
+  if(hmc->GetMinimum()<minimum) minimum=hmc->GetMinimum()-1.2*sqrt(hmc->GetMinimum());
-+
+  if(hmc->GetMaximum()>maximum) maximum=hmc->GetMaximum()+1.2*sqrt(hmc->GetMaximum());
-+
+  if(homc->GetMinimum()<minimum) minimum=homc->GetMinimum()-1.2*sqrt(homc->GetMinimum());
-+
+  if(homc->GetMaximum()>maximum) maximum=homc->GetMaximum()+1.2*sqrt(homc->GetMaximum());
-+
+  if(hodata->GetMinimum()<minimum) minimum=hodata->GetMinimum()-1.2*sqrt(hodata->GetMinimum());
-+
+  if(hodata->GetMaximum()>maximum) maximum=hodata->GetMaximum()+1.2*sqrt(hodata->GetMaximum());
-+
-+
+  hdata->SetMaximum(maximum);
-+
+  hdata->SetMinimum(minimum);
-+
-+
-+
+  hdata->Draw();
-+
+  hmc->Draw("same,histo");
-+
+  homc->Draw("same,histo");
-+
+  hdata->Draw("same");
-+
+  hodata->Draw("same");
-+
-+
+  TLegend *leg = make_legend();
-+
+  leg->AddEntry(hdata,"SF data","pe");
-+
+  leg->AddEntry(hodata,"OF data","pe");
-+
+  leg->AddEntry(hmc,"SF MC","l");
-+
+  leg->AddEntry(homc,"OF MC","l");
-+
+  leg->Draw();
-+
-+
+  DrawPrelim();
-+
-+
+  CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_"+MassRegion);
-+
-+
+  TH1F *ratio_data = (TH1F*)hdata->Clone("ratio_data");
-+
+  ratio_data->Divide(hodata);
-+
+  TH1F *ratio_mc = (TH1F*)hmc->Clone("ratio_mc");
-+
+  ratio_mc->Divide(homc);
-+
-+
+  ratio_mc->SetFillColor(kBlue);
-+
+  ratio_mc->SetMarkerSize(0);
-+
-+
+  TGraphAsymmErrors *eratio = produce_ratio_graph(ratio_mc);
-+
-+
+  eratio->SetFillColor(TColor::GetColor("#00ADE1"));
-+
+  ratio_data->GetYaxis()->SetRangeUser(0.5,1.5);
-+
+  ratio_data->Draw("e1");
-+
+  eratio->Draw("20");
-+
+  ratio_data->Draw("e1,same");
-+
-+
+  TLegend *leg2 = make_legend();
-+
+  leg2->AddEntry(ratio_data,"R(SF/OF) in #bar{t}t CR, data","pe");
-+
+  leg2->AddEntry(eratio    ,"R(SF/OF) in #bar{t}t CR, MC"  ,"f");
-+
+  leg2->SetY1(0.8);
-+
+  leg2->SetX1(0.45);
-+
+  leg2->Draw();
-+
-+
+  DrawPrelim();
-+
+  CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_Ratio_"+MassRegion);
-+
-+
+  TFile *f = new TFile("fout.root","RECREATE");
-+
+  eratio->Write();
-+
+  ratio_data->Write();
-+
+  leg2->Write();
-+
+  f->Close();
-+
-+
-+
+  delete leg;
-+
+  delete leg2;
-+
+  delete ratio_data;
-+
+  delete ratio_mc;
-+
+  delete hdata;
-+
+  delete hmc;
-+
+  delete hodata;
-+
+  delete iTTbarClosureTestCanvas;
-+
+}
-+
-+
-+
-+
+void make_ijzb_ttbar_closure_test(string datajzb, string mcjzb) {
-+
+  TCut tt_nJets("pfJetGoodNum40==2");
-+
+  TCut tt_bJet("pfJetGoodNumBtag40==2 && met[4]>10");
-+
+  TCut tt_LowMass("mll>20&&mll<70");
-+
+  TCut tt_HighMass("mll>120&&mll<200");
-+
+  TCut tt_noZ(tt_LowMass || tt_HighMass);
-+
-+
+  /*
-+
+  make_iTTbar_JZB_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ);
-+
+*/
-+
+  TCanvas *can = new TCanvas("can","can");
-+
-+
+  TH1F *hdata  =                allsamples.Draw(        "hdata", "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,data,luminosity);
-+
+  THStack *hmc = new THStack(   allsamples.DrawStack(   "hmc",   "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,mc,  luminosity));
-+
+  TH1F *hodata =                allsamples.Draw(        "hodata","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,data,luminosity);
-+
+  THStack *homc = new THStack(  allsamples.DrawStack(   "homc",  "mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,mc,  luminosity));
-+
-+
+  TH1F *coll_hmc = CollapseStack(hmc);
-+
+  TH1F *coll_homc = CollapseStack(homc);
-+
-+
+  bool dolog=true;
-+
+  bool nolog=false;
-+
-+
+  dout << " SF: " << endl;
-+
+  dout << "   Data : " << hdata->Integral() << endl;
-+
+  WriteYield(hmc, 0, 10000);
-+
+  dout << " OF: " << endl;
-+
+  dout << "   Data : " << hodata->Integral() << endl;
-+
+  WriteYield(homc, 0, 10000);
-+
+  hodata->SetLineColor(kRed);
-+
+  hdata->Draw();
-+
+  hmc->Draw("histo,same");
-+
+  hodata->Draw("histo,same");
-+
+  hdata->Draw("e1,same");
-+
+  DrawPrelim();
-+
+  CompleteSave(can,"TestingPrediction");
-+
-+
+  dout << "We get an expected ratio of " << coll_hmc->Integral()/coll_homc->Integral() << endl;
-+
+  dout << "In data we find  " << hdata->Integral()/hodata->Integral() << endl;
-+
-+
+  Value R_sf_of_low_mass = GetYieldBetween(hdata,20,70)/GetYieldBetween(hodata,20,70);
-+
+  Value R_sf_of_high_mass = GetYieldBetween(hdata,120,200)/GetYieldBetween(hodata,120,200);
-+
-+
+  Value R_sf_of_low_mass_mc = GetYieldBetween(coll_hmc,20,70)/GetYieldBetween(coll_homc,20,70);
-+
+  Value R_sf_of_high_mass_mc = GetYieldBetween(coll_hmc,120,200)/GetYieldBetween(coll_homc,120,200);
-+
-+
+  dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
-+
+  dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
-+
-+
+  dout << "Composition at low mass : " << endl;
-+
+  dout << "Same flavor: " << endl;
-+
+  ProduceYields(20, 70, hdata, hmc);
-+
+  dout << "Opposite flavor: " << endl;
-+
+  ProduceYields(20, 70, hodata, homc);
-+
-+
+  dout << endl << endl;
-+
-+
+  dout << "Composition at high mass : " << endl;
-+
+  dout << "Same flavor: " << endl;
-+
+  ProduceYields(120, 200, hdata, hmc);
-+
+  dout << "Opposite flavor: " << endl;
-+
+  ProduceYields(120, 200, hodata, homc);
-+
-+
-+
-+
-+
+  make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),20,-200,200,dolog,"JZB","iTTbar/JZB_SF",false,true);
-+
+  make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),20,-200,200,dolog,"JZB","iTTbar/JZB_OF",false,true);
-+
-+
+  make_plain_kin_plot("mll",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),40,0,200,nolog,"m_{ll} [GeV]","iTTbar/mll_SF",false,true);
-+
+  make_plain_kin_plot("mll",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),40,0,200,nolog,"m_{ll} [GeV]","iTTbar/mll_OF",false,true);
-+
-+
+  make_SF_over_OF_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ,"mll",20,0,200,"m_{ll} [GeV]","mll");
-+
-+
+  MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_LowMass),datajzb,mcjzb,"LowMassRegion2070");
-+
+  MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_HighMass),datajzb,mcjzb,"HighMassRegion");
-+
+  MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_noZ),datajzb,mcjzb,"NoZ");
-+
-+
+//   make_plain_kin_plot("pfJetGoodNum40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),10,-0.5,9.5,dolog,"n_{jets}","iTTbar/nJets_SF",false,true);
-+
+//   make_plain_kin_plot("pfJetGoodNum40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),10,-0.5,9.5,dolog,"n_{jets}","iTTbar/nJets_OF",false,true);
-+
+//
-+
+//   make_plain_kin_plot("pfJetGoodNumBtag40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),10,-0.5,9.5,dolog,"n_{btags}","iTTbar/nBtags_SF",false,true);
-+
+//   make_plain_kin_plot("pfJetGoodNumBtag40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),10,-0.5,9.5,dolog,"n_{btags}","iTTbar/nBtags_OF",false,true);
-+
-+
-+
+  delete coll_hmc;
-+
+  delete coll_homc;
-+
+  delete hmc;
-+
+  delete homc;
-+
+  delete hdata;
-+
+  delete hodata;
-+
+  delete can;
-+
+}
-+
-+
+void compute_global_significance(float local_significance) {
-+
+    float global_sigificance = ROOT::Math::normal_quantile_c(ROOT::Math::normal_cdf_c(local_significance,1)*4,1);
-+
+    dout << "local significance  : " << local_significance << endl;
-+
+    dout << "global significance : " << global_sigificance << endl;
-+
+}
-+
-+
+void test() {
-+
-+
+  float MCPeak, MCPeakError, DataPeak, DataPeakError;
-+
+  stringstream result, datajzb, mcjzb;
-+
+  bool doPUreweighting=true;
-+
+  bool SwitchOffNJetsCut=false;
-+
-+
-+
+  TCanvas *can = new TCanvas("can","can");
-+
+  float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
-+
-+
+  float NumVtxBin[6] = {0,5,10,15,20,30};
-+
-+
+  stringstream NowCut;
-+
-+
+  TGraphErrors *gMCPeak = new TGraphErrors();
-+
+  gMCPeak->SetTitle("gMCPeak");
-+
+  gMCPeak->SetName("gMCPeak");
-+
+  TGraphErrors *gDataPeak = new TGraphErrors();
-+
+  gDataPeak->SetTitle("gDataPeak");
-+
+  gDataPeak->SetName("gDataPeak");
-+
+  TGraphErrors *gMCWidth = new TGraphErrors();
-+
+  gMCWidth->SetTitle("gMCWidth");
-+
+  gMCWidth->SetName("gMCWidth");
-+
+  TGraphErrors *gDataWidth = new TGraphErrors();
-+
+  gDataWidth->SetTitle("gDataWidth");
-+
+  gDataWidth->SetName("gDataWidth");
-+
-+
+  float AllMCPeaks[200];
-+
+  float AllMCPeaksErrors[200];
-+
-+
+  for(int i=10;i<180;i+=20) {
-+
+    NowCut.str("");
-+
+    NowCut << "mll>=" << i << "&&mll<" << i+20;
-+
+    find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
-+
+    AllMCPeaks[i]=MCPeak;
-+
+    AllMCPeaksErrors[i]=MCPeakError;
-+
+  }
-+
-+
+  dout << "Summary : " << endl;
-+
+  for(int i=10;i<180;i+=20) {
-+
+    dout << "For the slice at [" << i << " , " << i+20 << "] we get a peak at " << AllMCPeaks[i] << " +/- " << AllMCPeaksErrors[i] << endl;
-+
+  }
-+
+  /*
+  TCanvas *testcanv = new TCanvas("testcanv","testcanv");
+  testcanv->cd();
-<
+  switch_overunderflow(true);
-<
+  TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
-<
+  switch_overunderflow(false);
-<
+  ptdistr->Draw();
-<
+  testcanv->SaveAs("test.png");
-<
+  dout << "HELLO there!" << endl;
->
+//  switch_overunderflow(true);
->
+  TH1F *histo1 = new TH1F("histo","histo",100,0,1);
->
+  histo1->Sumw2();
->
+  TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
->
+  histo2->Sumw2();
->
->
+  for(int i=0;i<100;i++) {
->
+    histo1->Fill(1.0/i,i);
->
+    histo2->Fill(1.0/(i*i),i);
->
+  }
->
->
+  histo1->Draw();
->
+  histo2->Draw("e1,same");
->
->
+  Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
->
-+
+  dout << "HELLO there!" << endl;
-+
+  */

Diff Legend

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+Removed lines
-+
+Added lines
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+Changed lines
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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents): Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs. Revision 1.98 by buchmann, Fri May 31 09:45:15 2013 UTC

Diff Legend

Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.3 by buchmann, Thu Feb 23 15:15:52 2012 UTC vs.
Revision 1.98 by buchmann, Fri May 31 09:45:15 2013 UTC