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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.75 by buchmann, Tue Dec 4 12:31:52 2012 UTC vs.
Revision 1.91 by buchmann, Mon Apr 22 12:13:34 2013 UTC

# Line 87 | Line 87 | void find_one_peak_combination(TCut spec
87    delete tempcan;
88   }
89  
90 + void DoPeakVsPU() {
91 +  cout << "Trying to find peak position as a function of PU" << endl;
92 +  float MCPeak, MCPeakError, DataPeak, DataPeakError;
93 +  stringstream result, datajzb, mcjzb;
94 +  bool doPUreweighting=true;
95 +  bool SwitchOffNJetsCut=false;
96 +  
97 +  
98 +  TCanvas *can = new TCanvas("can","can");
99 +  float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
100 +  
101 +  float NumVtxBin[6] = {0,5,10,15,20,30};
102 +  
103 +  stringstream NowCut;
104 +  
105 +  TGraphErrors *gMCPeak = new TGraphErrors();
106 +  gMCPeak->SetTitle("gMCPeak");
107 +  gMCPeak->SetName("gMCPeak");
108 +  TGraphErrors *gDataPeak = new TGraphErrors();
109 +  gDataPeak->SetTitle("gDataPeak");
110 +  gDataPeak->SetName("gDataPeak");
111 +  TGraphErrors *gMCWidth = new TGraphErrors();
112 +  gMCWidth->SetTitle("gMCWidth");
113 +  gMCWidth->SetName("gMCWidth");
114 +  TGraphErrors *gDataWidth = new TGraphErrors();
115 +  gDataWidth->SetTitle("gDataWidth");
116 +  gDataWidth->SetName("gDataWidth");
117 +  
118 +  for(int i=0;i<5;i++) {
119 +    NowCut.str("");
120 +    NowCut << "numVtx>=" << NumVtxBin[i] << "&&numVtx<" << NumVtxBin[i+1];
121 +    find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
122 +    cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
123 +    cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
124 +    
125 +    gMCPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),MCPeak);
126 +    gMCPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),MCPeakError);
127 +    
128 +    gDataPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),DataPeak);
129 +    gDataPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),DataPeakError);
130 +    
131 +    gMCWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),mcSigma);
132 +    gMCWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),mcSigmaError);
133 +    
134 +    gDataWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),dataSigma);
135 +    gDataWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),dataSigmaError);
136 +  }
137 +  
138 +  can->cd();
139 +  gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
140 +  gMCPeak->GetYaxis()->SetTitle("Peak position");
141 +  gMCPeak->GetXaxis()->CenterTitle();
142 +  gMCPeak->GetYaxis()->CenterTitle();
143 +  gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
144 +  gDataPeak->GetYaxis()->SetTitle("Peak position");
145 +  gDataPeak->GetXaxis()->CenterTitle();
146 +  gDataPeak->GetYaxis()->CenterTitle();
147 +  
148 +  gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
149 +  gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
150 +  gDataWidth->GetXaxis()->CenterTitle();
151 +  gDataWidth->GetYaxis()->CenterTitle();
152 +  gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
153 +  gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
154 +  gMCWidth->GetXaxis()->CenterTitle();
155 +  gMCWidth->GetYaxis()->CenterTitle();
156 +  
157 +  gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
158 +  gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
159 +  gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
160 +  gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
161 +  
162 +  gMCPeak->Draw("A2");
163 +  DrawMCPrelim();
164 +  CompleteSave(can,"PUStudy/MCPeak");
165 +  can->cd();
166 +  gMCWidth->Draw("A2");
167 +  DrawMCPrelim();
168 +  CompleteSave(can,"PUStudy/MCWidth");
169 +  can->cd();
170 +  
171 +  gDataPeak->Draw("A2");
172 +  DrawPrelim();
173 +  CompleteSave(can,"PUStudy/DataPeak");
174 +  can->cd();
175 +  gDataWidth->Draw("A2");
176 +  DrawPrelim();
177 +  CompleteSave(can,"PUStudy/DataWidth");
178 +  
179 +  
180 +  
181 +  delete can;
182 +  
183 + }
184 +
185   void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
186   {
187    bool overunderflowstatus=addoverunderflowbins;
# Line 228 | Line 323 | void make_special_obs_pred_mll_plot(stri
323    
324    RcorrJZBeemm->SetTitleOffset(1.3,"y");
325    RcorrJZBeemm->Draw();
326 <  mcRcorrJZBeemm.Draw("same");
326 >  mcRcorrJZBeemm.Draw("histo,same");
327    Bpred->Draw("histo,same");
328    RcorrJZBeemm->Draw("same");
329    
330    TLegend *leg = allsamples.allbglegend();
331    leg->SetX1(0.58);
332 <  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
332 > //  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
333    leg->AddEntry(Bpred,"predicted (data)","l");
334    leg->Draw("same");
335    
# Line 262 | Line 357 | void make_special_obs_pred_mll_plot(stri
357    RcorrJZBeemm->Draw("same");
358    
359    TLegend *leg2 = make_legend("",0.52,0.7);
360 <  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
360 > //  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
361    leg2->AddEntry(Bpred,"predicted (data)","l");
362    leg2->AddEntry(SFN,  "  SF JZB<0","l");
363    leg2->AddEntry(OFN,  "  OF JZB<0","l");
# Line 285 | Line 380 | void make_special_obs_pred_mll_plot(stri
380    }
381    delete Bpred;
382    delete ckin;
383 +  CleanLegends();
384   }
385  
386   void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
# Line 331 | Line 427 | void make_special_mll_plot(int nbins, fl
427    delete datahistoOSOF;
428    delete datahistoOSSF;
429    delete ckin;
430 +  CleanLegends();
431   }
432    
433  
# Line 382 | Line 479 | float make_one_OFSF_plot(string variable
479    TCut cutSF;
480    TCut cutOF;
481  
482 +  cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
483    cutOF = cutOSOF&&cutnJets&&ibasiccut;
484    cutSF = cutOSSF&&cutnJets&&ibasiccut;
485 +  
486 +  TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
487  
388  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
488    TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
489    rcan->SetLogy(logscale);
490    rcan->cd();
# Line 410 | Line 509 | float make_one_OFSF_plot(string variable
509    }
510    if (ymax<0) {
511      if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
512 <    else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
512 >    else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
513    } else {
514      datahistoSF->SetMaximum(ymax);
515    }
# Line 437 | Line 536 | float make_one_OFSF_plot(string variable
536    mleg->Draw();
537    DrawPrelim();
538    if (datahistoOF->Integral()>0) {
539 <    save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
539 >    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
540    } else {
541      CompleteSave(rcan, "SFOF/" + filename);
443    delete rcan;
542    }
543  
544    datahistoSF->Delete();
545    datahistoOF->Delete();
546    //signalhisto->Delete();
547    delete mleg;
548 <  delete ckin;
548 >  delete rcan;
549 >  delete ofsf_can;
550  
551    return ymaxSet;
552  
# Line 500 | Line 599 | float make_data_comparison_plot(string v
599    data2->Draw("HIST,SAMES");
600    mleg->Draw();
601    DrawPrelim();
602 <  save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
602 >  Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
603  
604    data1->Delete();
605    data2->Delete();
606    delete mleg;
607 +  delete rcan;
608    delete ckin;
609  
610   }
# Line 537 | Line 637 | void make_OFSF_plots(string variable, st
637  
638   }
639  
640 + TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
641 +  string scut=(string)(const char*)cut;
642 +  string acut=ReplaceAll(scut,replacethis,withthis);
643 +  return TCut(acut.c_str());
644 + }
645 +
646 + void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
647 +  TCut cut=addcut&&basiccut;
648 +
649 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
650 +  ckin->SetLogy(dolog);
651 +  cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
652 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
653 +  datahisto->SetMarkerSize(DataMarkerSize);
654 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
655 +  else datahisto->SetMinimum(0.5);
656 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
657 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
658 +  cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
659 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
660 +  TH1F *MCcentral = CollapseStack(mcstack);
661 +
662 +  TCut bkpcut = cut;
663 +  cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
664 +  cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
665 +  TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
666 +
667 +  cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
668 +  cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
669 +  TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
670 +  
671 +  cut=bkpcut;
672 +  TCut bkpweight = cutWeight;
673 +  cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
674 +  cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
675 +  TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
676 +  
677 +  cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
678 +  cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
679 +  TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
680 +  cutWeight=bkpweight;
681 +  cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
682 +  TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
683 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
684 +    float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
685 +    float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
686 +    float jes   = jesdn>jesup?jesdn:jesup;
687 +    
688 +    float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
689 +    float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
690 +    float pu   = PUdn>PUup?PUdn:PUup;
691 +    
692 +    float sys=sqrt(jes*jes+pu*pu);
693 +    sys/=MCcentral->GetBinContent(i);
694 +    if(MCcentral->GetBinContent(i)==0) sys=0;
695 +    Systematic->SetBinContent(i,sys);
696 +  }
697 +  
698 +  datahisto->Draw("e1");
699 +  ckin->Update();
700 +  mcstack.Draw("histo,same");
701 +  
702 +  datahisto->Draw("same,e1");
703 +  TLegend *kinleg = allsamples.allbglegend();
704 +  kinleg->Draw();
705 +
706 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
707 +  kinpad->SetLogy(dolog);
708 +  kinpad->cd();
709 +  datahisto->Draw("e1");
710 +  mcstack.Draw("histo,same");
711 +  datahisto->Draw("same,e1");
712 +  datahisto->Draw("same,axis");
713 +  
714 +  kinleg->Draw("same");
715 +  DrawPrelim();
716 +  string saveas="kin/"+filename;
717 +  
718 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
719 +  save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
720 +  
721 +  ckin->cd();
722 +  MCcentral->SetFillColor(kWhite);
723 +  MCcentral->SetLineColor(kBlack);
724 +  MCcentral->SetLineWidth(2);
725 +  MCPUdn->SetLineColor(kRed);
726 +  MCPUup->SetLineColor(kYellow);
727 +  MCJESdn->SetLineColor(kBlue);
728 +  MCJESup->SetLineColor(kGreen);
729 +  
730 +  TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
731 +  legsmall->SetNColumns(5);
732 +  legsmall->AddEntry(MCcentral,"central","L");
733 +  legsmall->AddEntry(MCPUdn,"PU down","L");
734 +  legsmall->AddEntry(MCPUup,"PU up","L");
735 +  legsmall->AddEntry(MCJESdn,"JES down","L");
736 +  legsmall->AddEntry(MCJESup,"JES up","L");
737 +  legsmall->SetFillColor(kWhite);
738 +  legsmall->SetBorderSize(0);
739 +  
740 +  datahisto->Draw("e1");
741 +  MCcentral->Draw("histo,same");
742 +  MCPUdn->Draw("histo,same");
743 +  MCPUup->Draw("histo,same");
744 +  MCJESdn->Draw("histo,same");
745 +  MCJESup->Draw("histo,same");
746 +  datahisto->Draw("e1,same");
747 +  legsmall->Draw();
748 +  CompleteSave(ckin,saveas+"___AllLines");
749 +  
750 +  delete datahisto;
751 +  delete MCcentral;
752 +  delete MCPUdn;
753 +  delete MCPUup;
754 +  delete MCJESdn;
755 +  delete MCJESup;
756 +  delete ckin;
757 + }
758  
759 + void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
760 +  DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
761 + }
762 +  
763   float lastrange_min=0;
764   float lastrange_max=0;
765  
# Line 688 | Line 910 | void make_kin_plot(string variable, stri
910          DrawPrelim();
911          string saveas="kin/"+filename;
912          if(isPF) saveas="kin/"+filename+"__PF";
913 <        save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
913 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
914   //      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
915   //      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
916   //      delete with_ratio;
# Line 751 | Line 973 | void make_plain_kin_plot(string variable
973          DrawPrelim();
974          string saveas="kin/"+filename;
975          if(isPF) saveas="kin/"+filename+"__PF";
976 <        save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
976 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
977    } else {
978          if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
979          else CompleteSave(ckin,"kin/"+filename);
# Line 803 | Line 1025 | void make_JES_plot(TCut cut, string name
1025    CompleteSave(ckin,"Systematics/JES"+name);
1026    datahisto->Delete();
1027    delete ckin;
1028 <
1028 >  delete JESunc;
1029 >  delete JESup;
1030 >  delete JESdn;
1031 >  CleanLegends();
1032   }
1033  
1034   string Cut2Str(TCut cut) {
# Line 843 | Line 1068 | void MakeElegantTwoThreeComparisons() {
1068      leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
1069      leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
1070      leg_SFOF_Two->Draw();
1071 <    save_with_ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1071 >    Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1072      
1073      TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
1074      kin4->cd();
# Line 854 | Line 1079 | void MakeElegantTwoThreeComparisons() {
1079      leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
1080      leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
1081      leg_SFOF_Three->Draw();
1082 <    save_with_ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1082 >    Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1083      
1084      
1085      TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
# Line 867 | Line 1092 | void MakeElegantTwoThreeComparisons() {
1092      leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
1093      leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
1094      leg_SF_Two_Three->Draw();
1095 <    save_with_ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1095 >    Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1096      
1097      TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
1098      TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
# Line 879 | Line 1104 | void MakeElegantTwoThreeComparisons() {
1104      leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1105      leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1106      leg_OF_Two_Three->Draw();
1107 <    save_with_ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1107 >    Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1108 >    
1109 > }
1110 >
1111 > void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1112 >  pad->cd();
1113 >  TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1114 >  for(int i=1;i<=Down->GetNbinsX();i++) {
1115 >    float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1116 >    float error=abs(Down->GetBinContent(i)-average);
1117 >    gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1118 >    gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1119 >  }
1120 >  gr->SetFillColor(TColor::GetColor("#F79F81"));
1121 >  gr->GetYaxis()->SetRangeUser(0,2);
1122 >  gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1123 >  gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1124 >  gr->GetXaxis()->CenterTitle();
1125 >  gr->GetYaxis()->CenterTitle();
1126 >  
1127 >  gr->Draw("A2");
1128 >  central->Draw("e1,same");
1129 >  DrawMCPrelim();
1130 >  TText *rtitle = write_text(0.8,0.8,title);
1131 >  TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1132 >  line->SetLineColor(kBlue);
1133 >  line->SetLineStyle(2);
1134 >  line->Draw("same");
1135 >  rtitle->Draw("same");
1136 > }
1137 >
1138 > TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1139 >  TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1140 >  basehisto->Add(originalttbar,-1);
1141 >  basehisto->Add(httbar);
1142 >  
1143 >  string sname=httbar->GetName();
1144 >  sname="R"+sname.substr(1,sname.length());
1145 >  TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1146 >  ratio->Divide(basehisto);
1147 >  delete basehisto;
1148 >  return ratio;
1149 > }
1150 >  
1151 > void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1152 >  
1153 >  TCut cut=addcut&&basiccut;
1154 >  
1155 >  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1156 >  ckin->SetLogy(dolog);
1157 >  cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1158 >  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1159 >  datahisto->SetMarkerSize(DataMarkerSize);
1160 >  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1161 >  else datahisto->SetMinimum(0.5);
1162 >  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1163 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1164 >  cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1165 >  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1166 >  TH1F *MCcentral = CollapseStack(mcstack);
1167 >
1168 >  cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1169 >  TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1170 >  TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1171 >  
1172 >  cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1173 >  TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1174 >  TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1175 >  
1176 >  cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1177 >  TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1178 >  TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1179 >  
1180 >  cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1181 >  TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1182 >  TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1183 >  
1184 >  cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1185 >  TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1186 >  TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1187 >  
1188 >  datahisto->Draw("e1");
1189 >  ckin->Update();
1190 >  mcstack.Draw("histo,same");
1191 >  
1192 >  datahisto->Draw("same,e1");
1193 >  TLegend *kinleg = allsamples.allbglegend();
1194 >  kinleg->Draw();
1195 >
1196 >  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1197 >  kinpad->SetLogy(dolog);
1198 >  kinpad->cd();
1199 >  datahisto->Draw("e1");
1200 >  mcstack.Draw("histo,same");
1201 >  datahisto->Draw("same,e1");
1202 >  datahisto->Draw("same,axis");
1203 >  
1204 >  kinleg->Draw("same");
1205 >  DrawPrelim();
1206 >  string saveas="kin/"+filename;
1207 >  
1208 >  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1209 >  Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1210 >  delete kinpad;
1211 >  
1212 >  ckin->cd();
1213 >  TCentral->SetLineColor(kBlack);
1214 >  
1215 >  TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1216 >  TMatchingUp->SetLineStyle(2);//dashed
1217 >  TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1218 >  TMatchingDown->SetLineStyle(3);//dotted
1219 >  
1220 >  TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1221 >  TScaleUp->SetLineStyle(2);//dashed
1222 >  TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1223 >  TScaleDown->SetLineStyle(3);//dotted
1224 >  
1225 >  MCcentral->SetLineStyle(3);
1226 >  MCcentral->SetLineColor(kRed);
1227 >  
1228 >  TCentral->Draw("e1,same");
1229 >  TCentral->Draw("histo,same");
1230 >  TMatchingUp->Draw("histo,same");
1231 >  TMatchingDown->Draw("histo,same");
1232 >  TScaleUp->Draw("histo,same");
1233 >  TScaleDown->Draw("histo,same");
1234 >  
1235 >  TLegend *sleg = make_legend();
1236 >  sleg->AddEntry(TCentral,"Central","L");
1237 >  sleg->AddEntry(TMatchingUp,"matching up","L");
1238 >  sleg->AddEntry(TMatchingDown,"matching down","L");
1239 >  sleg->AddEntry(TScaleUp,"scale up","L");
1240 >  sleg->AddEntry(TScaleDown,"scale down","L");
1241 >  sleg->Draw();
1242 >  
1243 >  CompleteSave(ckin,saveas+"___AllLines");
1244 >  ckin->cd();
1245 >  ckin->SetLogy(0);
1246 >  
1247 >  RCentral->SetLineColor(kBlack);
1248 >  
1249 >  RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1250 >  RMatchingUp->SetLineStyle(2);//dashed
1251 >  RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1252 >  RMatchingDown->SetLineStyle(3);//dotted
1253 >  
1254 >  RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1255 >  RScaleUp->SetLineStyle(2);//dashed
1256 >  RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1257 >  RScaleDown->SetLineStyle(3);//dotted
1258 >  
1259 >  RCentral->GetYaxis()->SetRangeUser(0,2);
1260 >  RCentral->Draw("e1");
1261 >  RMatchingUp->Draw("histo,same");
1262 >  RMatchingDown->Draw("histo,same");
1263 >  RScaleUp->Draw("histo,same");
1264 >  RScaleDown->Draw("histo,same");
1265 >  
1266 >  CompleteSave(ckin,saveas+"___AllRatios");
1267 >
1268 >  TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1269 >  multicanvas->Divide(2,1);
1270 >  PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1271 >  PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1272 >  CompleteSave(multicanvas,saveas+"___RangeIllustration");
1273 >  
1274 >  
1275 >  delete datahisto;
1276 >  delete   TCentral;
1277 >  delete   TMatchingUp;
1278 >  delete   TMatchingDown;
1279 >  delete   TScaleUp;
1280 >  delete   TScaleDown;
1281 > //   delete   Ttmass166;
1282 > //   delete   Ttmass169;
1283 > //   delete   Ttmass175;
1284 > //   delete   Ttmass178;
1285 >  
1286 >  delete ckin;
1287 >  
1288 > }
1289 >  
1290 > void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1291 >  make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1292 > }
1293 >
1294 > void ProduceJanPlots() {
1295 >  TCanvas *c1 = new TCanvas("c1","c1");
1296 >  TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1297 >  TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1298 >  
1299 >  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1300 >  rcan->cd();
1301 >
1302 >  metOF->SetLineColor(kRed);
1303 >  metSF->Draw("e1");
1304 >  metOF->Draw("histo,same");
1305 >  metSF->Draw("e1,same");
1306 >  
1307 >  TLegend *leg = make_legend();
1308 >  
1309 >  leg->AddEntry(metSF,"Data SF","p");
1310 >  leg->AddEntry(metOF,"Data OF","l");
1311 >  leg->Draw();
1312 >  
1313 >  DrawPrelim();
1314 >  
1315 >  Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1316 >  
1317 >  delete rcan;
1318 >  delete metSF;
1319 >  delete metOF;
1320 >  delete c1;
1321 > }
1322 >
1323 > THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1324 >  THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1325 >  
1326 >  //now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1327 >  if(variation!="Central") {
1328 >    TH1F *varttbar;
1329 >    if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1330 >    if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1331 >    if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1332 >    if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1333 >    assert(varttbar);
1334 >    
1335 >    TIter nextHisto(SystPlot.GetHists());
1336 >    TH1F* h;
1337 >    while ( h = (TH1F*)nextHisto() ) {
1338 >      if(Contains(h->GetName(),"t_bar_t")) {
1339 >        varttbar->Scale(h->Integral()/varttbar->Integral());
1340 >        for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1341 >          h->SetBinContent(i,varttbar->GetBinContent(i));
1342 >          h->SetBinError(i,varttbar->GetBinError(i));
1343 >        }
1344 >        thisto=(TH1F*)varttbar->Clone(variation.c_str());
1345 >        SystPlot.Modified();
1346 >      }
1347 >    }
1348 >    delete varttbar;
1349 >  } else {
1350 >    TIter nextHisto(SystPlot.GetHists());
1351 >    TH1F* h;
1352 >    while ( h = (TH1F*)nextHisto() ) {
1353 >      if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1354 >    }
1355 >  }
1356 >    
1357 >  TLegend *fullleg = allsamples.allbglegend();
1358 >  fullleg->SetHeader(variation.c_str());
1359 >  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1360 >  kinpad->SetLogy(1);
1361 >  kinpad->cd();
1362 >  
1363 >  hdata->Draw("e1");
1364 >  SystPlot.Draw("histo,same");
1365 >  hdata->Draw("e1,same");
1366 >  fullleg->Draw();
1367 >  DrawPrelim();
1368 >  
1369 >  Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1370 >  CleanLegends();
1371 >  
1372 >  delete kinpad;
1373 >  return SystPlot;
1374 > }
1375 >  
1376 >
1377 >
1378 > void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1379 >  TCanvas *ca = new TCanvas("ca","ca");
1380 >  TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1381 >  
1382 >  TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1383 >  
1384 >  THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1385 >  THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1386 >  THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1387 >  THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1388 >  
1389 >  TH1F *HScaleUp = CollapseStack(ScaleUp);
1390 >  TH1F *HScaleDown = CollapseStack(ScaleDown);
1391 >  TH1F *HMatchingUp = CollapseStack(MatchingUp);
1392 >  TH1F *HMatchingDown = CollapseStack(MatchingDown);
1393 >  
1394 >  THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1395 >  TH1F *HCentral = CollapseStack(Central);
1396 >  
1397 >  TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1398 >  for(int i=1;i<=Systematic->GetNbinsX();i++) {
1399 >    float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1400 >    float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1401 >    float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1402 >    float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1403      
1404 +    float matching = matchingup>matchingdown?matchingup:matchingdown;
1405 +    float scale    = scaleup>scaledown?scaleup:scaledown;
1406 +    
1407 +    float sys=sqrt(matching*matching+scale*scale);
1408 +    sys/=HCentral->GetBinContent(i);
1409 +    if(HCentral->GetBinContent(i)==0) sys=0;
1410 +    Systematic->SetBinContent(i,sys);
1411 +  }
1412 +  
1413 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1414 +  kinpad->SetLogy(1);
1415 +  kinpad->cd();
1416 +  if(variable=="genMET") {
1417 +    Central.Draw("histo");
1418 +  } else {
1419 +    hdata->Draw("e1");
1420 +    Central.Draw("histo,same");
1421 +    hdata->Draw("e1,same");
1422 +  }
1423 +  
1424 +  DrawPrelim();
1425 +  
1426 +  save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1427 +  
1428 +  kinpad->cd();
1429 +  tCentral->SetFillColor(kWhite);
1430 +  tCentral->SetLineColor(kBlack);
1431 +  tScaleUp->SetLineColor(kRed);
1432 +  tScaleDown->SetLineColor(kRed);
1433 +  tMatchingUp->SetLineColor(kBlue);
1434 +  tMatchingDown->SetLineColor(kBlue);
1435 +  tScaleUp->SetLineStyle(2);
1436 +  tScaleDown->SetLineStyle(3);
1437 +  tMatchingUp->SetLineStyle(2);
1438 +  tMatchingDown->SetLineStyle(3);
1439 +  
1440 +  TLegend *leg2 = make_legend();
1441 +  leg2->AddEntry(hdata,"Data","p");
1442 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1443 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1444 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1445 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1446 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1447 +  if(variable=="genMET") {
1448 +    Central.Draw("histo");
1449 +  }else {
1450 +    hdata->Draw("e1");
1451 +    Central.Draw("histo,same");
1452 +    hdata->Draw("e1,same");
1453 +  }
1454 +  tCentral->Draw("histo,same");
1455 +  tScaleUp->Draw("histo,same");
1456 +  tScaleDown->Draw("histo,same");
1457 +  tMatchingUp->Draw("histo,same");
1458 +  tMatchingDown->Draw("histo,same");
1459 +  leg2->Draw();
1460 +  
1461 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1462 +  
1463 +  gStyle->SetOptFit(0);
1464 +  
1465 +  kinpad->cd();
1466 +  kinpad->SetLogy(0);
1467 +  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1468 +  MatchingRatio->Divide(tMatchingDown);
1469 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1470 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1471 +  lone->SetLineStyle(2);
1472 +  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1473 +  ScaleRatio->Divide(tScaleDown);
1474 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1475 +  MatchingRatio->Draw("e1");
1476 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1477 +  MatchingRatio->Fit("QP1","R");
1478 +  lone->Draw();
1479 +  stringstream summary;
1480 +  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);
1481 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1482 +  TText *infobox = write_title(summary.str());
1483 +  infobox->SetX(0.75);
1484 +  infobox->SetTextSize(0.03);
1485 +  infobox->SetY(0.75);
1486 +  infobox->Draw();
1487 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1488 +  kinpad->cd();
1489 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1490 +  ScaleRatio->Draw("e1");
1491 +  ScaleRatio->Fit("QP1","R");
1492 +  summary.str("");
1493 +  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);
1494 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1495 +  TText *infobox2 = write_title(summary.str());
1496 +  infobox2->SetX(0.75);
1497 +  infobox2->SetTextSize(0.03);
1498 +  infobox2->SetY(0.75);
1499 +  infobox2->Draw();
1500 +
1501 +  lone->Draw();
1502 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1503 +  
1504 +  
1505 +  delete QP1;
1506 +  delete infobox;
1507 +  delete infobox2;
1508 +  delete MatchingRatio;
1509 +  delete ScaleRatio;
1510 +  DeleteStack(ScaleUp);
1511 +  DeleteStack(ScaleDown);
1512 +  DeleteStack(MatchingUp);
1513 +  DeleteStack(MatchingDown);
1514 +  delete leg2;
1515 +  CleanLegends();
1516 +  DeleteStack(Central);
1517 +  delete Systematic;
1518 +  delete HScaleUp;
1519 +  delete HScaleDown;
1520 +  delete HMatchingUp;
1521 +  delete HMatchingDown;
1522 +  delete hdata;
1523 +  delete HCentral;
1524 +  delete ca;
1525 + }
1526 +
1527 + TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1528 +  float val=0,err=0;
1529 +  vector<float> bins;
1530 +  vector<float> vals;
1531 +  vector<float> errs;
1532 +  
1533 +  bins.push_back(binninghisto->GetBinLowEdge(1));
1534 +  int iBin=1;
1535 +  
1536 +  for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1537 +    if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1538 +      bins.push_back(histo->GetBinLowEdge(i));
1539 +      vals.push_back(val);val=0;
1540 +      errs.push_back(err);err=0;
1541 +      iBin++;
1542 +    }
1543 +    val+=histo->GetBinContent(i);
1544 +    err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1545 +  }
1546 +  bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1547 +  vals.push_back(val);val=0;
1548 +  errs.push_back(err);err=0;
1549 +  
1550 +  TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1551 +  for(unsigned int i=0;i<vals.size();i++) {
1552 +    h->SetBinContent(i+1,vals[i]);
1553 +    h->SetBinError(i+1,errs[i]);
1554 +  }
1555 +  
1556 +  h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1557 +  h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1558 +  
1559 +  h->GetXaxis()->CenterTitle();
1560 +  h->GetYaxis()->CenterTitle();
1561 +
1562 +  return h;
1563 + }
1564 +
1565 +
1566 + TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1567 +  float statsperbin = (1/(float)nbins) * histo->Integral();
1568 +  float val=0,err=0;
1569 +  vector<float> bins;
1570 +  vector<float> vals;
1571 +  vector<float> errs;
1572 +  
1573 +  bins.push_back(histo->GetBinLowEdge(1));
1574 +  for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
1575 +    val+=histo->GetBinContent(i);
1576 +    err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1577 +    if( val/statsperbin > 0.85) {
1578 +      if(bins.size()<nbins) {
1579 +        bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1580 +        vals.push_back(val);val=0;
1581 +        errs.push_back(err);err=0;
1582 +      }
1583 +    }
1584 +    if(i==histo->GetNbinsX()) {
1585 +      bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1586 +      vals.push_back(val);val=0;
1587 +      errs.push_back(err);err=0;
1588 +    }
1589 +  }
1590 +  TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1591 +  
1592 +  h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1593 +  h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1594 +  
1595 +  h->GetXaxis()->CenterTitle();
1596 +  h->GetYaxis()->CenterTitle();
1597 +  
1598 +  for(unsigned int i=0;i<vals.size();i++) {
1599 +    h->SetBinContent(i+1,vals[i]);
1600 +    h->SetBinError(i+1,errs[i]);
1601 +  }
1602 +  
1603 +  return h;
1604   }
1605  
1606  
1607 +  
1608 + void ShowBinning(TH1F *histo) {
1609 +  cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
1610 +  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;
1611 + }
1612 +  
1613 + void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1614 +  TCanvas *ca = new TCanvas("ca","ca");
1615 +  TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1616 +  TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1617 +  TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1618 +  TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1619 +  TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1620 +  
1621 +  tScaleUp->Scale(1.0/tScaleUp->Integral());
1622 +  tScaleDown->Scale(1.0/tScaleDown->Integral());
1623 +  tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1624 +  tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1625 +  tCentral->Scale(1.0/tCentral->Integral());
1626 +  
1627 +  cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
1628 +  
1629 +  
1630 +  TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
1631 +  TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
1632 +  TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
1633 +  TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
1634 +  TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
1635 +  
1636 +  float min=rtScaleUp->GetMinimum();
1637 +  float max=rtScaleUp->GetMaximum();
1638 +  
1639 +  if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
1640 +  if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1641 +  if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1642 +  if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
1643 +  if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
1644 +  
1645 +  if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
1646 +  if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1647 +  if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1648 +  if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
1649 +  if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
1650 +  
1651 +  rtCentral->SetMaximum(1.2*max);
1652 +  rtCentral->SetMinimum(0.8*min);
1653 +  
1654 + /*  tScaleUp->Rebin(40);
1655 +  tScaleDown->Rebin(40);
1656 +  tMatchingDown->Rebin(40);
1657 +  tMatchingUp->Rebin(40);
1658 +  tCentral->Rebin(40);*/
1659 +  
1660 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1661 +  kinpad->SetLogy(1);
1662 +  kinpad->cd();
1663 +  tCentral->SetFillColor(kWhite);
1664 +  tCentral->SetLineColor(kBlack);
1665 +  tScaleUp->SetLineColor(kRed);
1666 +  tScaleDown->SetLineColor(kRed);
1667 +  tMatchingUp->SetLineColor(kBlue);
1668 +  tMatchingDown->SetLineColor(kBlue);
1669 +  tScaleUp->SetLineStyle(2);
1670 +  tScaleDown->SetLineStyle(3);
1671 +  tMatchingUp->SetLineStyle(2);
1672 +  tMatchingDown->SetLineStyle(3);
1673 +  
1674 +  rtScaleDown->SetLineColor(kRed);
1675 +  rtMatchingUp->SetLineColor(kBlue);
1676 +  rtMatchingDown->SetLineColor(kBlue);
1677 +  rtScaleUp->SetLineStyle(2);
1678 +  rtScaleDown->SetLineStyle(3);
1679 +  rtMatchingUp->SetLineStyle(2);
1680 +  rtMatchingDown->SetLineStyle(3);
1681 +  
1682 +  TLegend *leg2 = make_legend();
1683 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1684 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1685 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1686 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1687 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1688 +  
1689 +  tCentral->Draw("histo");
1690 +  tScaleUp->Draw("histo,same");
1691 +  tScaleDown->Draw("histo,same");
1692 +  tMatchingUp->Draw("histo,same");
1693 +  tMatchingDown->Draw("histo,same");
1694 +  leg2->Draw();
1695 +  DrawMCPrelim();
1696 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1697 +  kinpad->cd();
1698 +  kinpad->SetLogy(0);
1699 +  rtCentral->Draw("histo");
1700 +  rtScaleUp->Draw("histo,same");
1701 +  rtScaleDown->Draw("histo,same");
1702 +  rtMatchingUp->Draw("histo,same");
1703 +  rtMatchingDown->Draw("histo,same");
1704 +  leg2->Draw();
1705 +  DrawMCPrelim();
1706 +  CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
1707 +  
1708 +  
1709 +  gStyle->SetOptFit(0);
1710 +
1711 +  kinpad->cd();
1712 +  kinpad->SetLogy(0);
1713 +  TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
1714 +  MatchingRatio->Divide(rtMatchingDown);
1715 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1716 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1717 +  lone->SetLineStyle(2);
1718 +  TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
1719 +  ScaleRatio->Divide(rtScaleDown);
1720 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1721 +  MatchingRatio->Draw("e1");
1722 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1723 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
1724 +  lone->Draw();
1725 +  stringstream summary;
1726 +  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);
1727 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1728 +  TText *infobox = write_title(summary.str());
1729 +  infobox->SetX(0.75);
1730 +  infobox->SetTextSize(0.03);
1731 +  infobox->SetY(0.75);
1732 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
1733 +  DrawMCPrelim();
1734 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1735 +  kinpad->cd();
1736 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1737 +  ScaleRatio->Draw("e1");
1738 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
1739 +  summary.str("");
1740 +  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);
1741 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1742 +  TText *infobox2 = write_title(summary.str());
1743 +  infobox2->SetX(0.75);
1744 +  infobox2->SetTextSize(0.03);
1745 +  infobox2->SetY(0.75);
1746 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
1747 +
1748 +  lone->Draw();
1749 +  DrawMCPrelim();
1750 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1751 +  
1752 +  kinpad->cd();
1753 +  TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
1754 +  TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
1755 +  TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
1756 +  
1757 +  for(int i=1;i<=SysScale->GetNbinsX();i++) {
1758 +    float matching, scale;
1759 +    bool AssumeFactor=false;
1760 +    if(AssumeFactor) {
1761 +      // assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
1762 +      matching=0.;
1763 +      scale=0.;
1764 +    } else {
1765 +      // assume that the central value is exactly between up & down, i.e. central = (up-down)/2
1766 +      matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
1767 +      scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
1768 +    }
1769 +    
1770 +    SysMatching->SetBinContent(i,1+matching);
1771 +    SysScale->SetBinContent(i,1+scale);
1772 +    SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
1773 +  }
1774 +  
1775 +  SysHisto->SetLineColor(kGreen);
1776 +  
1777 +  SysMatching->SetMaximum(3.0);
1778 +  SysMatching->SetMinimum(0.0);
1779 +  SysMatching->Draw("histo");
1780 +  SysScale->Draw("histo,same");
1781 +  SysHisto->Draw("histo,same");
1782 +  CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
1783 +  
1784 +  delete SysMatching;
1785 +  delete SysScale;
1786 +  
1787 +  if(!Contains(variable,"gen")) {
1788 +    TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1789 +    THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
1790 +    
1791 +    TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1792 +    
1793 +    for(int i=1;i<=Systematic->GetNbinsX();i++) {
1794 +      int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
1795 +      if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
1796 +      float sys = SysHisto->GetBinContent(iBin)-1;
1797 +      Systematic->SetBinContent(i,sys);
1798 +    }
1799 +    
1800 +    kinpad->cd();
1801 +    TLegend *leg = allsamples.allbglegend();
1802 +    hdata->Draw();
1803 +    smc.Draw("histo,same");
1804 +    hdata->Draw("same");
1805 +    leg->Draw();
1806 +    DrawPrelim();
1807 +    save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
1808 +    
1809 +    delete Systematic;
1810 +    delete hdata;
1811 +  }
1812 +  
1813 +  
1814 +  delete SysHisto;
1815 +  delete tScaleUp;
1816 +  delete tScaleDown;
1817 +  delete tCentral;
1818 +  delete tMatchingUp;
1819 +  delete tMatchingDown;
1820 +  delete rtScaleUp;
1821 +  delete rtScaleDown;
1822 +  delete rtCentral;
1823 +  delete rtMatchingUp;
1824 +  delete rtMatchingDown;
1825 +  delete QP1;
1826 +  delete infobox;
1827 +  delete infobox2;
1828 +  delete MatchingRatio;
1829 +  delete ScaleRatio;
1830 +  delete leg2;
1831 +  CleanLegends();
1832 +  delete ca;
1833 + }
1834 +
1835 + void ProduceMCSystematicPlots() {
1836 +  cout << "Getting ready to produce systematic plots " << endl;
1837 +  TCut cutweightBKP = cutWeight;
1838 +  
1839 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
1840 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
1841 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1842 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1843 +  
1844 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
1845 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");  
1846 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
1847 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");  
1848 +  
1849 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
1850 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
1851 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
1852 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1853 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1854 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1855 +  
1856 +  
1857 +  
1858 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1859 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1860 +  cutWeight="1.0";
1861 +  
1862 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1863 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");  
1864 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1865 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
1866 +  
1867 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1868 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1869 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1870 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1871 +  
1872 +  
1873 +  // --------------------------------------    ***** AACHEN *****      --------------------------------------    
1874 +  
1875 +  /*
1876 +  cutWeight=cutweightBKP;
1877 +  TCut essentialcutBKP = essentialcut;
1878 +  cout << (const char*) essentialcut << endl;
1879 +  
1880 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
1881 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1882 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1883 +  
1884 +  TCut cutnJetsBKP = cutnJets;
1885 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
1886 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
1887 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1888 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1889 +  
1890 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
1891 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");  
1892 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1893 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1894 +  
1895 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
1896 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");  
1897 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1898 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");  
1899 +  
1900 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
1901 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
1902 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1903 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1904 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
1905 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1906 +  
1907 +  
1908 +  
1909 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1910 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1911 +  cutWeight="1.0";
1912 +  
1913 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1914 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");  
1915 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1916 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
1917 +  
1918 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1919 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1920 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1921 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1922 +  
1923 +  cutnJets  = cutnJetsBKP;
1924 +  cutWeight = cutweightBKP;
1925 +  essentialcut = essentialcutBKP;
1926 +  */
1927 +  write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
1928 + }
1929 +
1930 + void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
1931 +  TCut cut=pcut&&basiccut;
1932 +  string variable="mll";
1933 +  string xlabel="m_{ll} [GeV]";
1934 +  int nbins=40;
1935 +  float min=0;
1936 +  float max=200;
1937 +
1938 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1939 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
1940 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
1941 +  TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1942 +  TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1943 +  datahistoSF->SetMarkerSize(DataMarkerSize);
1944 +  datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
1945 +  datahistoOF->SetMarkerSize(DataMarkerSize);
1946 +  datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
1947 +
1948 +  THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
1949 +  THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
1950 +  datahistoSF->Draw("e1");
1951 +  ckin->Update();
1952 +  mcstackSF.Draw("histo,same");
1953 +  
1954 +  datahistoSF->Draw("same,e1");
1955 +  TLegend *kinleg = allsamples.allbglegend();
1956 +  kinleg->Draw();
1957 +  
1958 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1959 +  kinpad->cd();
1960 +  datahistoSF->Draw("e1");
1961 +  mcstackSF.Draw("histo,same");
1962 +  datahistoSF->Draw("same,e1");
1963 +  datahistoSF->Draw("same,axis");
1964 +  kinleg->Draw();
1965 +  DrawPrelim();
1966 +  Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
1967 +  
1968 +  kinpad->cd();
1969 +  datahistoOF->Draw("e1");
1970 +  mcstackOF.Draw("histo,same");
1971 +  datahistoOF->Draw("same,e1");
1972 +  datahistoOF->Draw("same,axis");
1973 +  kinleg->Draw();
1974 +  DrawPrelim();
1975 +  Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
1976 +  
1977 +  kinpad->cd();
1978 +  tauSF->Draw("e1");
1979 +  tauOF->Draw("histo,same");
1980 +  tauSF->Draw("e1,same");
1981 +  TLegend *legtau = make_legend();
1982 +  legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
1983 +  legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
1984 +  legtau->Draw();
1985 +  DrawPrelim();
1986 +  Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
1987 +  
1988 +  delete datahistoSF;
1989 +  delete datahistoOF;
1990 +  delete tauSF;
1991 +  delete tauOF;
1992 +  delete kinpad;
1993 +  delete ckin;
1994 +  CleanLegends();
1995 + }
1996 +  
1997 +
1998 + void TauQuestion() {
1999 + //   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
2000 + //   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2001 + //   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2002 +  MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2003 + }
2004 +
2005 + void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
2006 +  string BaseMetCut="met[4]>100";
2007 +  string Prefix="ETH/";
2008 +  if(isAachen) {
2009 +    BaseMetCut="met[4]>150";
2010 +    Prefix="Aachen/";
2011 +  }
2012 + //        make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "S_{T}", Prefix+"FrankT");
2013 +      make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
2014 +
2015 +      make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
2016 +      make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
2017 +      make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
2018 +  
2019 + //      make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
2020 +      make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
2021 +      make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
2022 +      make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
2023 +      
2024 + //      make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
2025 + //      make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
2026 +
2027 + //      make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
2028 + //      make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
2029 + //      make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
2030 +
2031 + //      make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 5, -0.5, 4.5, true, "N_{b-jets}", Prefix+"nbjets");
2032 + //      make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
2033 + //      make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
2034 +
2035 + //      make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
2036 + //      make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
2037 +      make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
2038 +      make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
2039 +      make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
2040 + //      make_OFSF_plots("eta1", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{1}", Prefix+"eta1", 0.15);
2041 + //      make_OFSF_plots("eta2", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{2}", Prefix+"eta2", 0.15);
2042 + //      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", 0.2);
2043 + //      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", 0.2);
2044 + //      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", 0.2);
2045 + //      make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", 0.2);
2046 +    
2047 + //      make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET");
2048 + //      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", 0.2);
2049 + //      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", 0.2);
2050 + //      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", 0.2);
2051 + //      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
2052 + //      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");
2053 + //      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");
2054 + //      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");
2055 +      
2056 + }
2057 +
2058 + void ProduceOFSFPlots(string mcjzb, string datajzb) {
2059 +  
2060 +  
2061 +  //FIRST : ETH SELECTION
2062 +  ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
2063 +  
2064 +  
2065 +  
2066 +  string backup_cutnJets = (const char*)cutnJets;
2067 +  cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
2068 +  cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
2069 +  
2070 +  string backup_basiccut = (const char*)basiccut;
2071 +  basiccut = ReplaceInCut(basiccut,"1.4","2.4");
2072 +  
2073 +  string backup_essential = (const char*) essentialcut;
2074 +  essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
2075 +  
2076 +  ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
2077 +  
2078 +  cutnJets     = TCut(backup_cutnJets.c_str());
2079 +  basiccut     = TCut(backup_basiccut.c_str());
2080 +  essentialcut = TCut(backup_essential.c_str());
2081 + }
2082 +  
2083 +
2084   void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2085   {
2086   //  switch_overunderflow(true);
2087    bool dolog=true;
2088    bool nolog=false;
2089  
2090 <  bool doOFSF = false;
2091 <  bool doKin  = true;
2090 >  bool doOFSF = true;
2091 >  bool doKin  = false;
2092    bool doDataComp = false;
2093    bool MakeTwoThreeJetComparison = false;
2094    
# Line 905 | Line 2102 | void do_kinematic_plots(string mcjzb, st
2102    }
2103    
2104    if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2105 +  
2106 +  //TauQuestion();
2107  
2108 <  if ( doOFSF ) {
2109 <     make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
2110 <
2111 < //      make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
2112 < //      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
2113 < //      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
2114 <
916 < //      make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
917 < //      make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
918 <
919 < //     make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
920 < //     make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
921 <    //  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
922 <    //  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
923 < //     make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
924 < //     make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
925 <    //  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
926 <    //  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
927 < //     make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
928 <    make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
929 < //    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
930 < //    make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
931 < //    make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
932 < //    make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
933 < //    make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
934 < //    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
935 < //    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]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
936 <  }
2108 >  //ProduceJanPlots();
2109 >  //ProduceMCSystematicPlots();
2110 >  //assert(0);
2111 > //  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2112 >  
2113 >  if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
2114 >  assert(0);
2115  
2116    if ( doDataComp) {
2117      TCut mllCut("");
# Line 949 | Line 2127 | void do_kinematic_plots(string mcjzb, st
2127  
2128      TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
2129      
2130 < /*    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2130 >    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2131      make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
2132      
2133      
# Line 960 | Line 2138 | void do_kinematic_plots(string mcjzb, st
2138      make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
2139      
2140      make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
2141 < //    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2141 >    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2142      make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
2143 < //    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2144 < */
2143 >    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2144 >
2145    
2146      string basiccutsaved = (const char*)basiccut;
2147      
# Line 975 | Line 2153 | void do_kinematic_plots(string mcjzb, st
2153        newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
2154        found = newbasiccut.find( "pt2>20" );
2155      }
2156 < //    basiccut=TCut(newbasiccut.c_str());
2157 < //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2158 < //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2159 < //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2160 < //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2161 < //    basiccut=TCut(basiccutsaved.c_str());
2162 <    
2163 < //     make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2164 < //     make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2165 <    
2166 < //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2167 < //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2168 < //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2169 < //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2170 <
2171 <    
2172 < /*     make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2173 <     make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2174 <     make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2175 <     make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2156 >    basiccut=TCut(newbasiccut.c_str());
2157 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2158 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2159 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2160 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2161 >    basiccut=TCut(basiccutsaved.c_str());
2162 >    
2163 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2164 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2165 >    
2166 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2167 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2168 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2169 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2170 >
2171 >    
2172 >    make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2173 >    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2174 >    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2175 >    make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2176      make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
2177      make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
2178      make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
2179      make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
2180 < */
2180 >
2181      make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
2182      make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2183      
# Line 1012 | Line 2190 | void do_kinematic_plots(string mcjzb, st
2190      make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2191      make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
2192  
2193 < /*
2193 >
2194      make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2195      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");
2196      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");
# Line 1021 | Line 2199 | void do_kinematic_plots(string mcjzb, st
2199      make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
2200      make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
2201      make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
2202 <  */
2202 >
2203    }
2204  
2205  
2206    if ( doKin ) {
2207      string mllCut("");
2208 < /*  
2208 >    
2209 >    make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
2210 >    make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
2211 >
2212 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
2213 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
2214 >
2215 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2216 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2217 >    
2218 >    make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
2219 >    make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
2220 >    
2221 >    make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
2222 >    make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
2223 >    
2224 >    make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
2225 >    make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
2226 >    
2227 >    make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
2228 >    make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
2229 >    
2230 >    
2231 >    assert(0);
2232 >    make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
2233 >    make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
2234 >  
2235      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);
2236      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);
2237      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);
# Line 1037 | Line 2241 | void do_kinematic_plots(string mcjzb, st
2241      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);
2242      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);
2243      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);
2244 < */
2244 >
2245  
2246      make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
2247      make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
# Line 1055 | Line 2259 | void do_kinematic_plots(string mcjzb, st
2259      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);
2260      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);
2261  
2262 <     /*make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2263 <     make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
1060 <    
1061 <     make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
1062 <     make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);*/
1063 <    
1064 < /*     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);
1065 <     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);
1066 <    
1067 <     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);
1068 <     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);
1069 < */
1070 <    write_info(__FUNCTION__,"Last plot");
1071 <    
1072 <    
2262 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2263 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
2264      
2265 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
2266 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
2267      
2268 +    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);
2269 +    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);
2270      
2271 +    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);
2272 +    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);
2273 +
2274      
2275 +    make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2276 +    make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2277 +    // Plots in signal region
2278 +    make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
2279 +
2280 +
2281 +    make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2282      
2283 +    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");
2284 +    /*
2285 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2286 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2287 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2288 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2289 +
2290 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2291 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2292 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2293 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2294 +
2295 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2296 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2297 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
2298 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
2299 +
2300 +    
2301 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
2302 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
2303 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
2304 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2305 +
2306 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
2307 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2308 +
2309 +    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
2310 +    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2311      
2312 <     return;
2313 <    
2314 <    
2315 <    
2316 <     make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2317 <     make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2318 <    // Plots in signal region
2319 < //     make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
2320 <     make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2321 <     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);
2322 <     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);
2323 <     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);
2324 <    
2325 <     make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2326 <     make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2327 <    
2328 < //     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);
1096 < //     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);
1097 < //     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);
1098 < //     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);
2312 >    DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2313 >    DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2314 >    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2315 >    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2316 >
2317 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2318 >    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);
2319 >    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);
2320 >    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);
2321 >    
2322 >    make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2323 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2324 >    
2325 >    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);
2326 >    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);
2327 >    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);
2328 >    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);
2329      
2330      
2331 < //     make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2332 < //     make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2331 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2332 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2333  
2334      // Further inclusive invariant mass plots
2335      make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2336 < //     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2337 < //     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2336 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2337 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2338      make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2339      
2340 <    //make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2340 >    make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2341      //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2342      
2343      
2344      // Number of jets
2345      make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2346      make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2347 <    //make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2347 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2348      
2349      // Others
2350      make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
# Line 1146 | Line 2376 | void do_kinematic_plots(string mcjzb, st
2376      
2377      //   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);
2378      //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);
2379 <    //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);
2379 >    //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);*/
2380    }
2381      
2382 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2383 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2384 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2382 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2383 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2384 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2385     make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2386 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2387 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2388 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2389 <
2390 < //   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2391 < //   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2392 <
2386 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2387 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2388 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2389 > /*
2390 >   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2391 >   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2392 > */
2393    switch_overunderflow(false);
2394   }
2395  
# Line 1243 | Line 2473 | void region_comparison_plots(string mcjz
2473      make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2474  
2475      make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2476 <    make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2476 >    make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2477      make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2478      make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2479      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
# Line 1776 | Line 3006 | void do_prediction_plot(string jzb, TCan
3006   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
3007   //     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3008      speciallegBpred->Draw();
3009 <    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
3009 >    Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
3010 >    delete predcomppad;
3011      
3012      TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3013      specialcanv->SetLogy(1);
# Line 1859 | Line 3090 | void do_prediction_plot(string jzb, TCan
3090    string ytitle("ratio");
3091    if ( use_data==1 ) ytitle = "data/pred";
3092    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3093 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3093 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3094 >  
3095 >  delete kinpad;
3096  
3097  
3098    
# Line 2056 | Line 3289 | void lepton_comparison_plots() {
3289    eemmlegend->AddEntry(jmmd,"#mu#mu","l");
3290    eemmlegend->Draw();
3291    DrawPrelim();
3292 <  save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3292 >  Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3293    
3294    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"));
3295    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"));
# Line 2179 | Line 3412 | void draw_pure_jzb_histo(TCut cut,string
3412    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3413    writeline1->SetTextSize(0.035);
3414    writeline1->Draw();
3415 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3416 <  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
3415 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3416 >  else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3417    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3418    jzbpad2->cd();
3419    jzbpad2->SetLogy(1);
# Line 2195 | Line 3428 | void draw_pure_jzb_histo(TCut cut,string
3428    writeline1->SetTextSize(0.035);
3429    writeline1->Draw();
3430    DrawPrelim();
3431 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3432 <  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3431 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3432 >  else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3433    datahisto->Delete();
3434    mcstack.Delete();
3435   }
# Line 2304 | Line 3537 | void draw_normalized_data_vs_data_histo(
3537    leg->AddEntry(datahisto2,legentry2.c_str());
3538    leg->Draw();
3539    
3540 <  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3540 >  Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3541    
3542    datahisto1->Delete();
3543    datahisto2->Delete();
# Line 2798 | Line 4031 | void find_correction_factors(string &jzb
4031    
4032   }
4033  
4034 < void pick_up_events(string cut) {
4035 <  dout << "Picking up events with cut " << cut << endl;
2803 <  allsamples.PickUpEvents(cut);
4034 > void pick_up_events(string cut, string filename, bool QuietMode=false) {
4035 >  allsamples.PickUpEvents(cut,filename,QuietMode);
4036   }
4037  
4038   void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
# Line 2912 | Line 4144 | void ttbar_sidebands_comparison(string m
4144        
4145    float simulatedlumi = luminosity; //in pb please - adjust to your likings
4146  
4147 <  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4148 <  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4147 >  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4148 >  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4149    TH1F *TSem;
4150    TH1F *nTSem;
4151 <  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4152 <  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4151 >  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4152 >  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4153    TH1F *TSeemm;
4154    TH1F *nTSeemm;
4155    
4156    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4157 <    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4158 <    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4159 <    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4160 <    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
4157 >    TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4158 >    nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4159 >    TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4160 >    nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
4161    }
4162  
4163    TCanvas *tcan = new TCanvas("tcan","tcan");
# Line 3271 | Line 4503 | void zjets_prediction_comparison(string
4503    TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
4504    
4505  
3274  cout << __LINE__ << endl;
4506    top->SetLineColor(kBlue);top->SetLineStyle(2);
4507    bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
4508    center->SetLineColor(kBlue);
# Line 3294 | Line 4525 | void zjets_prediction_comparison(string
4525    TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4526    TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4527  
3297  cout << __LINE__ << endl;
4528    TH1F *RcorrJZBSBem;
4529    TH1F *LcorrJZBSBem;
4530    TH1F *RcorrJZBSBeemm;
4531    TH1F *LcorrJZBSBeemm;
4532  
3303  cout << __LINE__ << endl;
4533    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4534      RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4535      LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
# Line 3323 | Line 4552 | void zjets_prediction_comparison(string
4552    
4553    Bpred->SetLineColor(kRed);
4554  
3326  cout << __LINE__ << endl;
4555    TAUhJZBpos->SetLineColor(kBlack);
4556    Bpred->SetLineColor(kRed);
4557    
# Line 3380 | Line 4608 | void zjets_prediction_comparison(string
4608    
4609    delete zcan;
4610    cutWeight=weightbackup;
3383
3384  cout << __LINE__ << endl;
4611   }
4612  
4613  
# Line 3499 | Line 4725 | void make_table(samplecollection &coll,
4725   }
4726  
4727   void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
4728 +  cout << "You probably don't want --met, you want --metplots ... " << endl;
4729 +  assert(0);
4730    /*we want a table like this:
4731      __________________     50   |   100  | ...
4732      | Data prediction |  a vs b | a vs b | ...
# Line 3732 | Line 4960 | void qcd_plots(string datajzb, string mc
4960    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
4961    string ytitle("ratio");
4962    if ( use_data==1 ) ytitle = "data/pred";
4963 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4963 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4964 >  delete kinpad;
4965    
4966    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
4967    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 3940 | Line 5169 | void met_vs_jzb_plots(string datajzb, st
5169    sRIGHT << "((" << mcjzb << ")>0)";
5170    TCut RIGHT(sRIGHT.str().c_str());
5171    
5172 <  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5173 <  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5174 <  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5175 <  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5172 >  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5173 >  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5174 >  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5175 >  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5176    
5177    
5178    TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
# Line 3969 | Line 5198 | void met_vs_jzb_plots(string datajzb, st
5198    lg->SetHeader("DY");
5199    
5200    lg->Draw();
5201 <  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5201 >  Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5202    
5203    TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
5204    metpad3->cd();
# Line 3987 | Line 5216 | void met_vs_jzb_plots(string datajzb, st
5216  
5217    lg2->Draw();
5218    
5219 <  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5219 >  Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5220    
5221    TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
5222    metpad2->cd();
5223    metpad2->SetLogy(1);
5224    
5225 <  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5226 <  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5227 <  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5228 <  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5225 >  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5226 >  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5227 >  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5228 >  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5229    
5230    metlefta->Add(metleftOa,-1);
5231    metrighta->Add(metrightOa,-1);
# Line 4006 | Line 5235 | void met_vs_jzb_plots(string datajzb, st
5235    metlefta->Draw("histo");
5236    metrighta->Draw("same");
5237    lg->Draw();
5238 <  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5238 >  Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5239    
5240    delete Bpred;
5241    delete obs;
# Line 4015 | Line 5244 | void met_vs_jzb_plots(string datajzb, st
5244    int newNBins=30;
5245    
5246    TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
5247 <  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5248 <  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5249 <  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5250 <  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5247 >  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5248 >  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5249 >  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5250 >  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5251    
5252    TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
5253    aBpred->Add(AmetleftO,-1);
# Line 4033 | Line 5262 | void met_vs_jzb_plots(string datajzb, st
5262    aobs->Draw("same");
5263    lg->SetHeader("All MC");
5264    lg->Draw();
5265 <  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5265 >  Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5266    
5267    
5268    delete lg;
# Line 4043 | Line 5272 | void met_vs_jzb_plots(string datajzb, st
5272    delete metright;
5273    delete metrightO;
5274   }
5275 +
5276 +
5277 + void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
5278 +  
5279 +  if(PlottingSetup::RestrictToMassPeak) {
5280 +    write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
5281 +    assert(!PlottingSetup::RestrictToMassPeak);
5282 +  }
5283 +  
5284 +  vector<float> binning;
5285 +  
5286 +  binning.push_back(-200);
5287 +  binning.push_back(-150);
5288 +  binning.push_back(-125);
5289 +  binning.push_back(-100);
5290 +  binning.push_back(-75);
5291 +  binning.push_back(-50);
5292 +  binning.push_back(-25);
5293 +  binning.push_back(0);
5294 +  binning.push_back(25);
5295 +  binning.push_back(50);
5296 +  binning.push_back(75);
5297 +  binning.push_back(100);
5298 +  binning.push_back(125);
5299 +  binning.push_back(150);
5300 +  binning.push_back(200);
5301 +  
5302 +  switch_overunderflow(true);
5303 +  
5304 +  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5305 +  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5306 +  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5307 +  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5308 +  
5309 +  TCanvas *tcan = new TCanvas("tcan","tcan");
5310 +  tcan->SetLogy(1);
5311 +  
5312 +  TZeemm->SetLineColor(kBlack);
5313 +  TZem->SetLineColor(kRed);
5314 +  TZeemm->SetMarkerColor(kBlack);
5315 +  TZem->SetMarkerColor(kRed);
5316 +  
5317 +  vector<TH1F*> histos;
5318 + //  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5319 + //  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5320 +  histos.push_back(TZem);
5321 +  histos.push_back(TZeemm);
5322 +  draw_all_ttbar_histos(tcan,histos,"histo",8);
5323 +  
5324 +  TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
5325 +  leg->AddEntry(TZeemm,"SFZP","l");
5326 +  leg->AddEntry(TZem,"OFZP","l");
5327 +  leg->Draw("same");
5328 +  DrawMCPrelim();
5329 +  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
5330 +  
5331 +  TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
5332 +  TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
5333 +  TH1F *TSeemmcopy;
5334 +  TH1F *TSemcopy;
5335 +  
5336 +  predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
5337 +  observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
5338 +  
5339 +  vector<float> posbinning;
5340 +  for(unsigned int i=0;i<binning.size();i++) {
5341 +    if(binning[i]<0) continue;
5342 +    posbinning.push_back(binning[i]);
5343 +  }
5344 +  
5345 +  TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
5346 +  TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
5347 +  
5348 +  for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
5349 +    int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
5350 +    if(TZem->GetBinCenter(i)<0) {
5351 +      //we're on the left: subtract em!
5352 +      pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
5353 +      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5354 +      //we're on the left: add eemm!
5355 +      pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
5356 +      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5357 +    } else {
5358 +      //we're on the right: add em!
5359 +      pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
5360 +      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5361 +      //we're on the left: add eemm!
5362 +      obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
5363 +      obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5364 +    }
5365 +  }
5366 +  
5367 +  ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
5368 +  ratio2->Divide(obs2);
5369 +
5370 +  TZem->Divide(TZeemm);
5371 +  TZem->SetMarkerStyle(21);
5372 +
5373 +  TZem->SetTitle("OF / SF");
5374 +  ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
5375 +  
5376 +  tcan->SetLogy(0);
5377 +  TZem->GetYaxis()->SetRangeUser(0,2.5);
5378 +  TZem->GetYaxis()->SetTitle("ratio");
5379 +  TZem->Draw();
5380 +  
5381 +  float linepos=emuncertOFFPEAK;
5382 +  
5383 +  TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
5384 +  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
5385 +  TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
5386 +  
5387 +  top->SetLineColor(kBlue);top->SetLineStyle(2);
5388 +  bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
5389 +  center->SetLineColor(kBlue);
5390 +  
5391 +  top->Draw("same");
5392 +  center->Draw("same");
5393 +  bottom->Draw("same");
5394 +  
5395 +  TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
5396 +  leg2->AddEntry(TZem,"OFZP / SFZP","ple");
5397 +  leg2->AddEntry(bottom,"syst. envelope","l");
5398 +  leg2->SetX1(0.25);leg2->SetX2(0.6);
5399 +  leg2->SetY1(0.65);
5400 +  
5401 +  leg2->Draw("same");
5402 +  
5403 +  DrawMCPrelim();
5404 +  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
5405 +  
5406 +  ratio2->SetLineColor(TZem->GetLineColor());
5407 +  ratio2->SetMarkerColor(TZem->GetMarkerColor());
5408 +  ratio2->GetYaxis()->SetRangeUser(0,2.5);
5409 +  ratio2->GetYaxis()->SetTitle("ratio");
5410 +  ratio2->Draw();
5411 +  
5412 +  TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
5413 +  TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
5414 +  TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
5415 +  
5416 +  top2->SetLineColor(kBlue);top->SetLineStyle(2);
5417 +  bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
5418 +  center2->SetLineColor(kBlue);
5419 +  
5420 +  top2->Draw("same");
5421 +  center2->Draw("same");
5422 +  bottom2->Draw("same");
5423 +  
5424 +  leg2->Draw("same");
5425 +  
5426 +  DrawMCPrelim();
5427 +  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
5428 +  
5429 +  delete TZem;
5430 +  delete nTZem;
5431 +  delete TZeemm;
5432 +  delete nTZeemm;
5433 +  delete obs2;
5434 +  delete pred2;
5435 +  delete tcan;
5436 +  switch_overunderflow(false);
5437 + }
5438 +
5439 + 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) {
5440 +    
5441 +  
5442 +  TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
5443 +  vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5444 +  vanilla_ratio->SetFillColor(kGreen);
5445 +  vanilla_ratio->SetLineColor(kGreen);
5446 +  vanilla_ratio->SetMarkerColor(kGreen);
5447 +  vanilla_ratio->SetFillStyle(3001);
5448 +  vanilla_ratio->Draw("e3");
5449 +  
5450 +  response_only_up_ratio->SetFillColor(kRed);
5451 +  response_only_up_ratio->SetMarkerColor(kRed);
5452 +  response_only_up_ratio->SetLineColor(kRed);
5453 +  response_only_up_ratio->SetFillStyle(3003);
5454 +  response_only_up_ratio->Draw("e3,same");
5455 +  
5456 +  response_only_down_ratio->SetFillColor(kOrange);
5457 +  response_only_down_ratio->SetMarkerColor(kOrange);
5458 +  response_only_down_ratio->SetLineColor(kOrange);
5459 +  response_only_down_ratio->SetFillStyle(3004);
5460 +  response_only_down_ratio->Draw("e3,same");
5461 +  
5462 +  reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
5463 +  reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
5464 +  reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
5465 +  reponse_plus_peak_up_ratio->SetFillStyle(3005);
5466 +  reponse_plus_peak_up_ratio->Draw("e3,same");
5467 +  
5468 +  reponse_plus_peak_down_ratio->SetFillColor(kBlue);
5469 +  reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
5470 +  reponse_plus_peak_down_ratio->SetLineColor(kBlue);
5471 +  reponse_plus_peak_down_ratio->SetFillStyle(3006);
5472 +  reponse_plus_peak_down_ratio->Draw("e3,same");
5473 +  
5474 +  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);
5475 +  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);
5476 +  TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
5477 +  
5478 +  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);
5479 +  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);
5480 +  
5481 +  lhiA->SetLineColor(kRed);
5482 +  lhiA->SetLineStyle(2);
5483 +  llowA->SetLineColor(kRed);
5484 +  llowA->SetLineStyle(2);
5485 +  
5486 +  llow->SetLineColor(kBlue);
5487 +  llow->SetLineStyle(2);
5488 +  lhi->SetLineColor(kBlue);
5489 +  lhi->SetLineStyle(2);
5490 +  lOne->SetLineColor(kBlue);
5491 +  
5492 +  llow->Draw();
5493 +  lhi->Draw();
5494 +  lOne->Draw();
5495 +  
5496 +  llowA->Draw();
5497 +  lhiA->Draw();
5498 +  
5499 +  TLegend *leg = make_legend();
5500 +  leg->SetX1(0.15);
5501 +  leg->SetY1(0.7);
5502 +  leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
5503 +  leg->AddEntry(response_only_up_ratio,"With response correction","pf");
5504 +  leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
5505 +  leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
5506 +  leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
5507 +  leg->AddEntry(lhi,"Systematic envelope","l");
5508 + //  leg->SetNColumns(2);
5509 +  leg->Draw();
5510 +  
5511 +  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
5512 +  
5513 +  vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5514 +  vanilla_ratio->Draw("e3");
5515 +  response_only_up_ratio->Draw("e3 same");
5516 +  response_only_down_ratio->Draw("e3 same");
5517 +  TLegend *leg2 = make_legend();
5518 +  leg2->SetX1(0.15);
5519 +  leg2->SetY1(0.7);
5520 +  leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
5521 +  leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
5522 +  leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
5523 +  leg2->AddEntry(lhi,"Systematic envelope","l");
5524 +  leg2->Draw();
5525 +  llow->Draw();
5526 +  lOne->Draw();
5527 +  llowA->Draw();
5528 +  lhiA->Draw();
5529 +  
5530 +  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
5531 +  
5532 +  response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5533 +  response_only_up_ratio->Draw("e3");
5534 +  reponse_plus_peak_up_ratio->Draw("e3 same");
5535 +  reponse_plus_peak_down_ratio->Draw("e3 same");
5536 +  TLegend *leg3 = make_legend();
5537 +  leg3->SetX1(0.15);
5538 +  leg3->SetY1(0.7);
5539 +  leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
5540 +  leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
5541 +  leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
5542 +  leg3->AddEntry(lhi,"Systematic envelope","l");
5543 +  leg3->Draw();
5544 +  llow->Draw();
5545 +  lOne->Draw();
5546 +  llowA->Draw();
5547 +  lhiA->Draw();
5548 +  
5549 +  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
5550 +  
5551 +  delete ttcan2;
5552 + }
5553 +
5554 + void ttbar_correction_tests() {
5555 +  TCanvas *ttcan = new TCanvas("ttcan","ttcan");
5556 +    
5557 +  TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
5558 +  
5559 +  TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
5560 +  
5561 +  TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
5562 +  
5563 +  TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
5564 +  
5565 +  string vanilla="jzb[1]";
5566 +  string response_only_up="((jzb[1]+0.034665*pt))";
5567 +  string response_only_down="((jzb[1]-0.034665*pt))";
5568 +  string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
5569 +  string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
5570 +
5571 +  do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
5572 +  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");
5573 +  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");
5574 +  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");
5575 +  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");
5576 +  
5577 +  ttcan->cd();
5578 +  
5579 +  IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
5580 +  IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
5581 +  
5582 +  delete vanilla_observed;
5583 +  delete response_only_up_observed;
5584 +  delete response_only_down_observed;
5585 +  delete reponse_plus_peak_up_observed;
5586 +  delete reponse_plus_peak_down_observed;
5587 +  
5588 +  delete vanilla_predicted;
5589 +  delete response_only_up_predicted;
5590 +  delete response_only_down_predicted;
5591 +  delete reponse_plus_peak_up_predicted;
5592 +  delete reponse_plus_peak_down_predicted;
5593 +  
5594 +  delete vanilla_ratio;
5595 +  delete response_only_up_ratio;
5596 +  delete response_only_down_ratio;
5597 +  delete reponse_plus_peak_up_ratio;
5598 +  delete reponse_plus_peak_down_ratio;
5599 +  
5600 +  delete ttcan;
5601 + }
5602 +
5603 + void ttbar_region_search(string mcjzb) {
5604 +  cout << "Looking for a nice control region" << endl;
5605 +  TCanvas *can = new TCanvas("can","can",1200,1200);
5606 +  can->Divide(2,2);
5607 +  can->cd(1);
5608 +  can->cd(1)->SetLogy(1);
5609 +  
5610 +  THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
5611 +  THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
5612 +  
5613 +  JZBdistSF.Draw("histo");
5614 +  JZBdistSF.SetMaximum(1000);
5615 +  JZBdistSF.SetMinimum(0.1);
5616 +  JZBdistSF.Draw("histo");
5617 +  DrawMCPrelim();
5618 +  
5619 +  can->cd(2);
5620 +  can->cd(2)->SetLogy(1);
5621 +  JZBdistOF.Draw("histo");
5622 +  JZBdistOF.SetMaximum(1000);
5623 +  JZBdistOF.SetMinimum(0.1);
5624 +  JZBdistOF.Draw("histo");
5625 +  DrawMCPrelim();
5626 +  
5627 +  can->cd(3);
5628 +  
5629 +  
5630 +  write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
5631 +  
5632 +  DrawMCPrelim();
5633 +  
5634 +  /*
5635 +  THStack *Subtracted = new THStack();
5636 +  
5637 +  TIter nextSF(JZBdistSF.GetHists());
5638 +  TIter nextOF(JZBdistOF.GetHists());
5639 +  TObject* SFobj;
5640 +  TObject* OFobj;
5641 +  
5642 +  TH1* sfh = NULL;
5643 +  TH1* ofh = NULL;
5644 +  
5645 +  while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
5646 +    TH1F *sfstart = (TH1*)SFobj->Clone();
5647 +    TH1F *ofstart = (TH1*)OFobj->Clone();
5648 +    TH1F *obs, *pred;
5649 +    MakeObservationPrediction(obs,pred,sfstart,ofstart);
5650      
5651 +    if ( !hratio ) {
5652 +      hratio = (TH1*)obj->Clone();
5653 +      hratio->SetName("hratio");
5654 +    } else hratio->Add( (TH1*)obj );
5655 +    
5656 +  }
5657 +  hratio->Divide(hdata);
5658 +  */
5659 +  
5660 +  
5661 +  can->cd(4);
5662 +  JZBdistOF.Draw("histo");
5663 +  DrawMCPrelim();
5664 +  
5665 +  
5666 +  
5667 +  CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
5668 +  
5669 +  CleanLegends();
5670 +  delete can;
5671 + }
5672 +
5673 + void ttbar_tests(string mcjzb) {
5674 +  //ttbar_correction_tests();
5675 +  ttbar_region_search(mcjzb);
5676 + }
5677  
5678   void test() {
5679    
5680    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
5681    testcanv->cd();
5682   //  switch_overunderflow(true);
5683 <  TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
5684 <  switch_overunderflow(false);
5685 <  ptdistr->Draw();
5686 <  testcanv->SaveAs("test.png");
5683 >  TH1F *histo1 = new TH1F("histo","histo",100,0,1);
5684 >  histo1->Sumw2();
5685 >  TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
5686 >  histo2->Sumw2();
5687 >  
5688 >  for(int i=0;i<100;i++) {
5689 >    histo1->Fill(1.0/i,i);
5690 >    histo2->Fill(1.0/(i*i),i);
5691 >  }
5692 >
5693 >  histo1->Draw();
5694 >  histo2->Draw("e1,same");
5695 >  
5696 >  Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
5697 >  
5698 >  
5699    dout << "HELLO there!" << endl;
5700    
5701   }

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