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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.30 by buchmann, Tue Jun 19 16:13:35 2012 UTC vs.
Revision 1.43 by fronga, Mon Jul 30 08:21:48 2012 UTC

# Line 33 | Line 33 | void todo() {
33  
34  
35  
36 < void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true, string saveas="")
36 > void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37   {
38    // Temporarily switch off PU reweighting, if asked
39    TCut weightbackup=cutWeight;
# Line 52 | Line 52 | void find_one_peak_combination(TCut spec
52    if(method==doKM) {
53      //we only need this histo for the KM fitting...
54      rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
56 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
55 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57      delete rawttbarjzbeemmMC;
58    }
59    else {
# Line 62 | Line 62 | void find_one_peak_combination(TCut spec
62      reducedMC->Add(rawJZBemMC,-1);
63      reducedData->Add(rawJZBemData,-1);
64      //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
66 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
65 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67      delete reducedMC;
68      delete reducedData;
69    }
# Line 73 | Line 73 | void find_one_peak_combination(TCut spec
73      
74   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76 <  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77 <  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78 <  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 <  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80    delete rawJZBeemmData;
81    delete rawJZBeemmMC;
82    delete rawJZBemData;
# Line 86 | Line 86 | void find_one_peak_combination(TCut spec
86  
87   void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88   {
89 +  
90 +  bool DoInvidualeemmPeaks=false;
91 +  
92    float mcpeak, datapeak;
93    float mcpeakerr, datapeakerr;
94    
# Line 95 | Line 98 | void find_peaks(float &MCPeak,float &MCP
98    float datammpeak,dataeepeak;
99    float datammpeakerr,dataeepeakerr;
100    
101 <  float mcSigma, dataSigma;
101 >  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
102    
103    dout << "Finding global peak : " << endl;
104 <  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
102 <  
103 <  dout << "Finding peak for electrons : " << endl;
104 <  find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
105 <  dout << "Finding peak for muons : " << endl;
106 <  find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
107 <  
108 <  datajzb << "(" << jzbvariabledata;
109 <  mcjzb << "(" << jzbvariablemc;
110 <  
111 <  if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
112 <  else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
113 <  
114 <  if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
115 <  else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
116 <  
117 <  if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
118 <  else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
119 <  
120 <  datajzb << ")";
104 >  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
105    
106 <  if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
107 <  else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
108 <  
109 <  if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
110 <  else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
111 <  
112 <  if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
113 <  else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
106 >  if(DoInvidualeemmPeaks) {
107 >    dout << "Finding peak for electrons : " << endl;
108 >    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
109 >    dout << "Finding peak for muons : " << endl;
110 >    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
111 >    
112 >    datajzb << "(" << jzbvariabledata;
113 >    mcjzb << "(" << jzbvariablemc;
114 >    
115 >    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
116 >    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
117 >    
118 >    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
119 >    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
120 >    
121 >    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
122 >    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123 >    
124 >    datajzb << ")";
125 >    
126 >    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
127 >    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
128 >    
129 >    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
130 >    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
131 >    
132 >    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
133 >    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134 >    
135 >    mcjzb << ")";
136 >  } else {
137 >    datajzb << "(" << jzbvariabledata;
138 >      mcjzb << "(" << jzbvariablemc;
139 >    
140 >    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
141 >    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
142 >    
143 >    datajzb << ")";
144 >    
145 >    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
146 >    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
147 >    
148 >    mcjzb << ")";
149 >  }
150    
131 –  mcjzb << ")";
151    
152   }
153  
154 < void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
154 > void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
155    float min=70.0;
156    float max=115.0;
157    if(!PlottingSetup::RestrictToMassPeak) {
158 <    min=10;
159 <    max=150;
158 >    min=20;
159 >    max=300;
160    }
161 <  int nbins=int((max-min)/5);
161 >  int nbins=int((max-min)/binWidth);
162    
163    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
164    
165    stringstream largerzeroS;
166 <  largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
167 <  TCut largerzero(largerzeroS.str().c_str());
166 >  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
167 >  TCut largerzeroD(largerzeroS.str().c_str());
168    
169    stringstream smallerzeroS;
170 <  smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
171 <  TCut smallerzero(smallerzeroS.str().c_str());
172 <  
173 <  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
174 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets,mc,luminosity);
175 <  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
176 <  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
177 <  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
170 >  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
171 >  TCut smallerzeroD(smallerzeroS.str().c_str());
172 >
173 >
174 >  stringstream largerzeroMS;
175 >  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
176 >  TCut largerzeroM(largerzeroMS.str().c_str());
177 >  
178 >  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
179 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
180 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
181 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
182 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
183  
184    TH1F *RcorrJZBSBem;
185    TH1F *LcorrJZBSBem;
# Line 165 | Line 189 | void make_special_obs_pred_mll_plot(stri
189   //  TH1F *RcorrJZBeemmNoS;
190  
191    if(PlottingSetup::RestrictToMassPeak) {
192 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
193 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
194 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
195 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
196 <  }
197 <  
198 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
199 <  if(PlottingSetup::RestrictToMassPeak) {
200 <    Bpred->Add(RcorrJZBem,1.0/3.);
201 <    Bpred->Add(LcorrJZBem,-1.0/3.);
202 <    Bpred->Add(RcorrJZBSBem,1.0/3.);
203 <    Bpred->Add(LcorrJZBSBem,-1.0/3.);
204 <    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
205 <    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
206 <  } else {
207 <    Bpred->Add(RcorrJZBem,1.0);
208 <    Bpred->Add(LcorrJZBem,-1.0);
209 <  }
210 <  
192 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
193 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
194 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
195 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
196 >  }
197 >  
198 >  // Separate predictions
199 >  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
200 >  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
201 >  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
202 >  if(PlottingSetup::RestrictToMassPeak) {
203 >    OFP->Scale(1.0/3.0);
204 >    OFP->Add(RcorrJZBSBem,1.0/3.);
205 >    OFP->Add(RcorrJZBSBeemm,1.0/3.);
206 >    OFN->Scale(1.0/3.0);
207 >    OFN->Add(LcorrJZBSBem,1.0/3.);
208 >    OFN->Add(LcorrJZBSBeemm,1.0/3.);
209 >  }
210 >
211 >  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
212 >  Bpred->Add(OFP);
213 >  Bpred->Add(OFN,-1);
214    Bpred->SetLineColor(kRed);
215    
216 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
217    RcorrJZBeemm->Draw();
218    mcRcorrJZBeemm.Draw("same");
219    Bpred->Draw("histo,same");
# Line 200 | Line 228 | void make_special_obs_pred_mll_plot(stri
228    stringstream saveas;
229    saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
230    CompleteSave(ckin,saveas.str());
231 +  
232 +  // Draw all predictions overlayed
233 +  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
234 +  SFN->SetLineColor(kGreen+2);
235 +  SFN->SetLineStyle(2);
236 +  SFN->SetLineWidth(w);
237 +  OFP->SetLineColor(kBlue+2);
238 +  OFP->SetLineStyle(2);
239 +  OFP->SetLineWidth(w);
240 +  OFN->SetLineColor(kMagenta+2);
241 +  OFN->SetLineStyle(3);
242 +  OFN->SetLineWidth(w);
243 +  
244 +  RcorrJZBeemm->Draw();
245 +  SFN->Draw("histo,same");
246 +  OFP->Draw("histo,same");
247 +  OFN->Draw("histo,same");
248 +  Bpred->Draw("histo,same");
249 +  RcorrJZBeemm->Draw("same");
250 +  
251 +  TLegend *leg2 = make_legend("",0.52,0.7);
252 +  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
253 +  leg2->AddEntry(Bpred,"predicted (data)","l");
254 +  leg2->AddEntry(SFN,  "  SF JZB<0","l");
255 +  leg2->AddEntry(OFN,  "  OF JZB<0","l");
256 +  leg2->AddEntry(OFP,  "  OF JZB>0","l");
257 +  leg2->Draw("same");
258 +  
259 +  saveas.str("");
260 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
261 +  CompleteSave(ckin,saveas.str());
262 +  
263 +  
264  
265    delete RcorrJZBeemm;
266    delete LcorrJZBeemm;
# Line 341 | Line 402 | void make_kin_plot(string variable, stri
402          draw_separation_lines=true;
403    }
404    if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
405 <  if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
405 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
406 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
407 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
408    if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
409    if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
410    if(filename=="mll_inclusive_osof") cut=cutOSOF;
# Line 354 | Line 417 | void make_kin_plot(string variable, stri
417    ckin->SetLogy(logscale);
418    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
419    datahisto->SetMarkerSize(DataMarkerSize);
420 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
420 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
421 >  else datahisto->SetMinimum(0.5);
422 >  // Custom max.
423 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
424    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
425    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
426    if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
427    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
428    if(filename=="mll_osof") datahisto->SetMinimum(9);
429 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
430 <  datahisto->Draw("e1");
431 <  ckin->Update();
429 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
430 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
431 >
432    if(loadlastminmax) {
433          datahisto->SetMinimum(lastrange_min);
434          datahisto->SetMaximum(lastrange_max);
# Line 372 | Line 438 | void make_kin_plot(string variable, stri
438          }              
439    }
440  
441 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
442 +  string signal("LM3");
443 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
444 +  int idx = signalsamples.FindSample(signal)[0];
445 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
446 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
447 +  signalhisto->SetLineColor(kOrange);
448 +
449 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
450 +  datahisto->Draw("e1");
451 +  ckin->Update();
452    mcstack.Draw("same");
453 +  
454    datahisto->Draw("same,e1");
455    TLegend *kinleg = allsamples.allbglegend();
456    kinleg->Draw();
# Line 415 | Line 493 | void make_kin_plot(string variable, stri
493          kinpad->SetLogy(logscale);
494          datahisto->Draw("e1");
495          mcstack.Draw("same");
496 +        signalhisto->Draw("same");
497          datahisto->Draw("same,e1");
498          datahisto->Draw("same,axis");
499          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 422 | Line 501 | void make_kin_plot(string variable, stri
501            upperboundary->Draw("same");
502          }
503            
504 +        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
505          kinleg->Draw();
506          write_cut->Draw();
507          DrawPrelim();
# Line 439 | Line 519 | void make_kin_plot(string variable, stri
519    delete ckin;
520   }
521  
522 < void make_JES_plot() {
522 > void make_JES_plot(TCut cut, string name) {
523  
524    int nbins=10;
525    float min=-0.5;
526    float max = 9.5;
527    bool logscale=true;
528    string xlabel="nJets";
449 –  TCut cut=cutmass&&cutOSSF&&basiccut;
529  
530    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
531    ckin->SetLogy(logscale);
532 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
532 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
533    datahisto->SetMarkerSize(DataMarkerSize);
534 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
535 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
536 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
534 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
535 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
536 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
537  
538    datahisto->SetMinimum(1);
539    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 479 | Line 558 | void make_JES_plot() {
558    TLegend *kinleg = allsamples.allbglegend();
559    kinleg->AddEntry(JESunc,"JES uncertainty","f");
560    kinleg->Draw();
561 <  CompleteSave(ckin,"Systematics/JES");
561 >  CompleteSave(ckin,"Systematics/JES"+name);
562    datahisto->Delete();
563    delete ckin;
564  
# Line 494 | Line 573 | void do_kinematic_plots(string mcjzb, st
573    float mll_hi=160;
574    if(!PlottingSetup::RestrictToMassPeak) {
575          mll_low=20;
576 <        mll_hi=210;
576 >        mll_hi=300;
577    }
578 <  
579 <  make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
578 >
579 >  make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
580 >
581    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
582    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
583    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
584    make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
585 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
586 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
587 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
588 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
589 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
590 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
591 < //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
592 < //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
593 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
594 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
515 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
516 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
517 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
585 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
586 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
587 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
588 >  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
589 >  make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
590 >  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
591 >
592 >  make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
593 >  make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
594 >
595    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
596    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
597    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
598 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
598 >
599 >  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
600 > //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
601 > //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
602 >  make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
603 >  make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
604 >  make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
605 >  make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
606 >  make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
607    stringstream jzbcut;
608    jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
609 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
610 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
611 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
612 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
609 >  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
610 >  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
611 >  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB100",doPF,true);
612 >  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB100",doPF,true);
613    stringstream jzbcut2;
614    jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
615 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
616 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
615 >  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
616 >  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
617 >  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB150",doPF,true);
618 >  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB150",doPF,true);
619    stringstream jzbcut3;
620    jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
621 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
622 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
623 <  
624 <  make_special_obs_pred_mll_plot(mcjzb,0);
625 <  make_special_obs_pred_mll_plot(mcjzb,50);
626 <  make_special_obs_pred_mll_plot(mcjzb,100);
627 <  make_special_obs_pred_mll_plot(mcjzb,150);
628 <  make_special_obs_pred_mll_plot(mcjzb,200);
629 <  make_special_obs_pred_mll_plot(mcjzb,250);
621 >  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
622 >  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
623 >  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_ee_aboveJZB50",doPF,true);  
624 >  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_mm_aboveJZB50",doPF,true);  
625 >
626 >  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",doPF,true);
627 >
628 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
629 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
630 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
631 >  make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
632 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
633 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
634 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
635 >
636 >  make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
637 >  make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
638 >
639 >
640   }
641  
642   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
643                       int nbins, float xmin, float xmax, bool log,
644                       float ymin=0, float ymax=0, bool leftJustified=false ) {
645 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
645 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
646  
647    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
648    if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
649 <  if(var=="numVtx") cutWeight=TCut("1.0");
649 >  //if(var=="numVtx") cutWeight=TCut("1.0");
650    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
651    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
652  
# Line 573 | Line 670 | void make_comp_plot( string var, string
670        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
671        ccomp->SetLogy(log);
672        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
673 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
673 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
674        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
675        datahisto->SetMarkerSize(DataMarkerSize);
676        if (ymax>ymin) datahisto->SetMaximum(ymax);
677 <      lm4histo->SetLineStyle(2);
677 >      lm3histo->SetLineStyle(2);
678        datahisto->Draw("e1");
679        mcstack.Draw("same");
680        datahisto->Draw("same,e1");
681 < //      lm4histo->Draw("hist,same");
681 >      lm3histo->Draw("hist,same");
682        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
683        if ( leftJustified ) {
684          Float_t w = kinleg->GetX2()-kinleg->GetX1();
685          kinleg->SetX1(0.2);
686          kinleg->SetX2(0.2+w);
687        }
688 < //      kinleg->AddEntry(lm4histo,"LM4","l");
688 >      kinleg->AddEntry(lm3histo,"LM3","l");
689        kinleg->Draw();
690        TText* write_variable = write_text(0.99,0.01,var);
691        write_variable->SetTextAlign(31);
# Line 597 | Line 694 | void make_comp_plot( string var, string
694        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
695        delete datahisto;
696        delete ccomp;
697 <      delete lm4histo;
697 >      delete lm3histo;
698      }
699    cutWeight=weightbackup;
700   }
# Line 607 | Line 704 | void region_comparison_plots(string mcjz
704    dout << "Creating comparison plots for signal and control regions" << endl;
705    // Compare a few quantities in the signal region and all 7 control regions
706  
707 <  switch_overunderflow(true);  // switching overflow/underflow bins on
707 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
708      
709    
710      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
# Line 615 | Line 712 | void region_comparison_plots(string mcjz
712      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
713      float mll_low=50;float mll_high=170;
714      if(!PlottingSetup::RestrictToMassPeak) {
715 <        mll_high=200;
716 <        mll_low=50;
715 >        mll_high=300;
716 >        mll_low=20;
717      }
718 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
718 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
719 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
720 >
721 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
722      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
723 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
723 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
724 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
725      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
726 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
726 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
727      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
728      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
729 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
730 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
731    }
732  
733    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 920 | Line 1023 | if you want to start from scratch (witho
1023  
1024   void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1025   {
1026 <  switch_overunderflow(true);
1026 > //  switch_overunderflow(true);
1027    bool is_data=false;
1028    bool use_signal=false;
1029    if(use_data==1) is_data=true;
# Line 1100 | Line 1203 | void do_prediction_plot(string jzb, TCan
1203      legBpred->AddEntry(Bpred,"predicted","l");
1204   //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1205   //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1206 <    legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1206 >    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1207      legBpred->Draw();
1208      DrawPrelim();
1209  
# Line 1160 | Line 1263 | void do_prediction_plot(string jzb, TCan
1263      CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1264      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1265      
1266 +    
1267 +    //for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
1268 +    
1269      delete speciallegBpred;
1270      delete Zjetspred;
1271      delete TTbarpred;
# Line 1224 | Line 1330 | void do_prediction_plot(string jzb, TCan
1330    string ytitle("ratio");
1331    if ( use_data==1 ) ytitle = "data/pred";
1332    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1333 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1333 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1334  
1335    
1336    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
# Line 1290 | Line 1396 | void do_prediction_plot(string jzb, TCan
1396      }
1397    }
1398    
1399 +  TFile *f = new TFile("tester.root","RECREATE");
1400 +  RcorrJZBeemm->Write();
1401 +  Bpred->Write();
1402 +  f->Close();
1403 +  
1404    delete RcorrJZBeemm;
1405    delete LcorrJZBeemm;
1406    delete RcorrJZBem;
# Line 1663 | Line 1774 | void draw_pure_jzb_histo(TCut cut,string
1774    datahisto->Draw("same,e1");
1775    
1776    TLegend *leg;
1777 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1778 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1779 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1780 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1781 <  else {
1782 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1783 <    exit(-1);
1784 <      }
1777 >  if (!PlottingSetup::RestrictToMassPeak) {
1778 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1779 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
1780 >  } else {
1781 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1782 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1783 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1784 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1785 >    else {
1786 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1787 >      exit(-1);
1788 >    }
1789 >  }
1790    leg->Draw();
1791    string write_cut = decipher_cut(cut,"");
1792    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
# Line 1775 | Line 1891 | void diboson_plots(string mcjzb, string
1891    }
1892    
1893   }
1894 +
1895 +
1896 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
1897 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
1898 +  jzbpad->cd();
1899 +  jzbpad->SetLogy(1);
1900 +  string xlabel="JZB [GeV]";
1901 +
1902 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
1903 +  datahisto1->SetLineColor(kRed);
1904 +  datahisto1->SetMarkerColor(kRed);
1905 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
1906 +  datahisto2->SetLineColor(kBlue);
1907 +  datahisto2->SetMarkerColor(kBlue);
1908 +  
1909 +  datahisto2->SetMarkerSize(DataMarkerSize);
1910 +  datahisto1->DrawNormalized("e1");
1911 +  datahisto2->DrawNormalized("histo,same");
1912 +  datahisto1->DrawNormalized("same,e1");
1913 +  
1914 +  TLegend *leg = make_legend();
1915 +  leg->AddEntry(datahisto1,legentry1.c_str());
1916 +  leg->AddEntry(datahisto2,legentry2.c_str());
1917 +  leg->Draw();
1918 +  
1919 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
1920 +  
1921 +  datahisto1->Delete();
1922 +  datahisto2->Delete();
1923 + }
1924 +
1925 +
1926   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1927    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
1928    float max=jzbHigh ;
# Line 1798 | Line 1946 | void jzb_plots(string mcjzb, string data
1946      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1947      if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
1948      if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
1949 +    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm",can,binning);
1950 +    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarse",can,coarse_binning);
1951 +    draw_normalized_data_vs_data_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,"ee","mm","jzb_ee_vs_mm_coarsest",can,coarsest_binning);
1952 +
1953    }
1954    
1955    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
# Line 2144 | Line 2296 | void draw_ttbar_and_zjets_shape(string m
2296    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2297   }
2298  
2299 < float find_one_correction_factor(string FindKeyword, TCut SpecialCut, string SaveAs) {
2299 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2300    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2301    cancorr->SetLogz();
2302    cancorr->SetRightMargin(0.13);
2303 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2303 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2304 >
2305    if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2306    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2307 +  niceresponseplotd->Sumw2();
2308 +  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2309    vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2310 <  for(int iSample=0;iSample<SampleIndices.size();iSample++) {
2310 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2311 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2312 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2313 >    
2314      dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2315 <    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2315 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2316 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2317    }
2318 <    
2318 >  niceresponseplotd->Add(emuResponse,-1);
2319 >  
2320    niceresponseplotd->SetStats(0);
2321    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2322    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 2164 | Line 2324 | float find_one_correction_factor(string
2324    niceresponseplotd->GetYaxis()->CenterTitle();
2325    niceresponseplotd->Draw("COLZ");
2326    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2327 +  profd->Rebin(2);
2328    profd->SetMarkerSize(DataMarkerSize);
2329    profd->Fit("pol0","","same,e1",100,400);
2330    DrawPrelim();
# Line 2183 | Line 2344 | float find_one_correction_factor(string
2344    CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2345    delete cancorr;
2346    delete niceresponseplotd;
2347 +  delete profd;
2348    return correction;
2349   }
2350  
# Line 2190 | Line 2352 | void find_correction_factors(string &jzb
2352    
2353    dout << "Computing response corrections: " << endl;
2354    //Step 1 : Get results
2355 <  float datacorrection=find_one_correction_factor("Data","","Data");
2356 <  float mccorrection=find_one_correction_factor("DY","","MC");
2355 >  float datacorrection=find_one_correction_factor("Data",true,"","Data");
2356 >  float mccorrection=find_one_correction_factor("DY",false,"","MC");
2357    
2358 <  float dataEEcorrection=find_one_correction_factor("Data","id1==0","Data_ee");
2359 <  float mcEEcorrection=find_one_correction_factor("DY","id1==0","MC_ee");
2358 >  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2359 >  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2360    
2361 <  float dataMMcorrection=find_one_correction_factor("Data","id1==1","Data_mm");
2362 <  float mcMMcorrection=find_one_correction_factor("DY","id1==1","MC_mm");
2361 >  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2362 >  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2363    
2364    cout << "Corrections : " << endl;
2365    cout << "   Data : " << datacorrection << endl;
# Line 2337 | Line 2499 | void ttbar_sidebands_comparison(string m
2499    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2500    //in the case of the OFF peak analysis, we compare our control region to the real value
2501    TCut weightbackup=cutWeight;
2340 – //  cutWeight="1.0";
2341 –  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2502    
2503 +  bool doPURW=false;
2504 +  
2505 +  
2506 +  if(!doPURW) {
2507 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2508 +    cutWeight="1.0";
2509 +    // Do it without PU re-weighting
2510 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2511 +    stringstream resultsNoPU;
2512 +    stringstream noPUdatajzb;
2513 +    stringstream noPUmcjzb;
2514 +    
2515 +    stringstream mcjzbnoPU;
2516 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2517 +    mcjzb = noPUmcjzb.str();
2518 +  }
2519 +
2520 +      
2521 +  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2522  
2523 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2523 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2524    TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2525    TH1F *TSem;
2526    TH1F *nTSem;
2527 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2527 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2528    TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2529    TH1F *TSeemm;
2530    TH1F *nTSeemm;
2531    
2532    if(PlottingSetup::RestrictToMassPeak) {
2533 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2534 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2535 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2533 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2534 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2535 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2536      nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2537    }
2538  
2539    TCanvas *tcan = new TCanvas("tcan","tcan");
2361 –  
2540    tcan->SetLogy(1);
2541    
2542    TZeemm->SetLineColor(kBlack);
# Line 2377 | Line 2555 | void ttbar_sidebands_comparison(string m
2555    }
2556    
2557    vector<TH1F*> histos;
2558 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2559 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2560    histos.push_back(TZem);
2561    histos.push_back(TZeemm);
2562    if(PlottingSetup::RestrictToMassPeak) {
2563 +    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2564 +    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2565      histos.push_back(TSem);
2566      histos.push_back(TSeemm);
2567    }
2568 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2568 >  draw_all_ttbar_histos(tcan,histos,"histo",1);
2569    
2570    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2571    leg->AddEntry(TZeemm,"SFZP","l");
# Line 2411 | Line 2593 | void ttbar_sidebands_comparison(string m
2593      TSeemm->Divide(TZeemm);
2594      TSem->SetMarkerStyle(24);
2595      TSeemm->SetMarkerStyle(32);
2596 < }
2596 >  }
2597  
2598    tcan->SetLogy(0);
2599    TZem->GetYaxis()->SetRangeUser(0,2.5);
# Line 2422 | Line 2604 | void ttbar_sidebands_comparison(string m
2604      TSeemm->Draw("same");
2605    }
2606    
2607 <  float linepos=0.25;
2608 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2609 <  if(!PlottingSetup::RestrictToMassPeak) linepos=0.1; //sys uncertainty for iJZB
2607 >  float linepos=emuncertONPEAK;
2608 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2609 >  
2610    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2611    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2612    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
# Line 2460 | Line 2642 | void ttbar_sidebands_comparison(string m
2642    DrawMCPrelim(simulatedlumi);
2643    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2644    
2645 +  if (0) { // Turn this off: we don't need this
2646  
2647 < ///-------------- second part: only look at the quantity we actually care about!
2648 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2649 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2650 <  rightsfzp->Add(leftsfzp,-1);
2651 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2652 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2653 <  rightofzp->Add(leftofzp,-1);
2654 <  TH1F *leftofsb;
2655 <  TH1F *rightofsb;
2656 <  TH1F *leftsfsb;
2657 <  TH1F *rightsfsb;
2658 <  if(PlottingSetup::RestrictToMassPeak) {
2659 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2660 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2661 <        rightofsb->Add(leftofsb,-1);
2662 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2663 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2664 <        rightsfsb->Add(leftsfsb,-1);
2665 <  }
2647 >    ///-------------- second part: only look at the quantity we actually care about!
2648 >    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2649 >    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2650 >    rightsfzp->Add(leftsfzp,-1);
2651 >    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2652 >    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2653 >    rightofzp->Add(leftofzp,-1);
2654 >    TH1F *leftofsb;
2655 >    TH1F *rightofsb;
2656 >    TH1F *leftsfsb;
2657 >    TH1F *rightsfsb;
2658 >    if(PlottingSetup::RestrictToMassPeak) {
2659 >      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2660 >      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2661 >      rightofsb->Add(leftofsb,-1);
2662 >      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2663 >      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2664 >      rightsfsb->Add(leftsfsb,-1);
2665 >    }
2666  
2667 <  tcan->SetLogy(1);
2668 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2669 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2670 <  rightsfzp->Draw("histo");
2671 <  rightofzp->Draw("histo,same");
2672 <  if(PlottingSetup::RestrictToMassPeak) {
2673 <    rightofsb->Draw("histo,same");
2674 <    rightsfsb->Draw("histo,same");
2675 <  }
2676 <  DrawMCPrelim(simulatedlumi);
2667 >    tcan->SetLogy(1);
2668 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2669 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2670 >    rightsfzp->Draw("histo");
2671 >    rightofzp->Draw("histo,same");
2672 >    if(PlottingSetup::RestrictToMassPeak) {
2673 >      rightofsb->Draw("histo,same");
2674 >      rightsfsb->Draw("histo,same");
2675 >    }
2676 >    DrawMCPrelim(simulatedlumi);
2677  
2678 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2679 <  legA->AddEntry(rightsfzp,"SFZP","l");
2680 <  legA->AddEntry(rightofzp,"OFZP","l");
2681 <  if(PlottingSetup::RestrictToMassPeak) {
2682 <    legA->AddEntry(rightofsb,"SFSB","l");
2683 <    legA->AddEntry(rightsfsb,"OFSB","l");
2684 <  }
2685 <  legA->Draw();
2678 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2679 >    legA->AddEntry(rightsfzp,"SFZP","l");
2680 >    legA->AddEntry(rightofzp,"OFZP","l");
2681 >    if(PlottingSetup::RestrictToMassPeak) {
2682 >      legA->AddEntry(rightofsb,"SFSB","l");
2683 >      legA->AddEntry(rightsfsb,"OFSB","l");
2684 >    }
2685 >    legA->Draw();
2686  
2687 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2687 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2688  
2689 <  tcan->SetLogy(0);
2690 <  rightofzp->Divide(rightsfzp);
2691 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2692 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2693 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2694 <  rightofzp->Draw();
2695 <  if(PlottingSetup::RestrictToMassPeak) {
2696 <    rightofsb->Divide(rightsfzp);
2697 <    rightsfsb->Divide(rightsfzp);
2698 <    rightofsb->Draw("same");
2699 <    rightsfsb->Draw("same");
2700 <  }
2689 >    tcan->SetLogy(0);
2690 >    rightofzp->Divide(rightsfzp);
2691 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2692 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2693 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2694 >    rightofzp->Draw();
2695 >    if(PlottingSetup::RestrictToMassPeak) {
2696 >      rightofsb->Divide(rightsfzp);
2697 >      rightsfsb->Divide(rightsfzp);
2698 >      rightofsb->Draw("same");
2699 >      rightsfsb->Draw("same");
2700 >    }
2701  
2702 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2703 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2704 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2705 <  
2706 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2707 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2708 <  center2->SetLineColor(kBlue);
2709 <  
2710 <  top2->Draw("same");
2711 <  center2->Draw("same");
2712 <  bottom2->Draw("same");
2702 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2703 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2704 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2705 >  
2706 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2707 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2708 >    center2->SetLineColor(kBlue);
2709 >  
2710 >    top2->Draw("same");
2711 >    center2->Draw("same");
2712 >    bottom2->Draw("same");
2713  
2714 <  rightofzp->SetMarkerStyle(21);
2715 <  if(PlottingSetup::RestrictToMassPeak) {
2716 <    rightofsb->SetMarkerStyle(24);
2717 <    rightsfsb->SetMarkerStyle(32);
2718 <  }
2714 >    rightofzp->SetMarkerStyle(21);
2715 >    if(PlottingSetup::RestrictToMassPeak) {
2716 >      rightofsb->SetMarkerStyle(24);
2717 >      rightsfsb->SetMarkerStyle(32);
2718 >    }
2719  
2720 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2721 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2722 <  if(PlottingSetup::RestrictToMassPeak) {
2723 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2724 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2725 <  }
2726 <  leg3->AddEntry(bottom,"syst. envelope","l");
2727 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2728 <  leg3->SetY1(0.65);
2720 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2721 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2722 >    if(PlottingSetup::RestrictToMassPeak) {
2723 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2724 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2725 >    }
2726 >    leg3->AddEntry(bottom,"syst. envelope","l");
2727 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2728 >    leg3->SetY1(0.65);
2729    
2730 <  leg3->Draw("same");
2730 >    leg3->Draw("same");
2731    
2732 <  DrawMCPrelim(simulatedlumi);
2733 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2732 >    DrawMCPrelim(simulatedlumi);
2733 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2734 >
2735 >  }
2736  
2737    delete TZem;
2738    delete nTZem;
# Line 2566 | Line 2751 | void ttbar_sidebands_comparison(string m
2751  
2752   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2753    vector<float> nicer_binning;
2754 <  nicer_binning.push_back(-125);
2754 >  
2755 > /*  nicer_binning.push_back(-400);
2756 >  nicer_binning.push_back(-250);
2757 >  nicer_binning.push_back(-200);
2758 >  nicer_binning.push_back(-150);
2759 >  nicer_binning.push_back(-100);
2760 >  nicer_binning.push_back(-50);
2761 >  nicer_binning.push_back(-20);
2762 >  
2763 >  nicer_binning.push_back(0);
2764 >  nicer_binning.push_back(20);
2765 >  nicer_binning.push_back(50);
2766 >  nicer_binning.push_back(100);
2767 >  nicer_binning.push_back(150);
2768 >  nicer_binning.push_back(200);
2769 >  nicer_binning.push_back(250);
2770 >  nicer_binning.push_back(400);*/
2771 >  
2772    nicer_binning.push_back(-100);
2571 –  nicer_binning.push_back(-75);
2773    nicer_binning.push_back(-50);
2774    nicer_binning.push_back(-25);
2775    nicer_binning.push_back(0);
# Line 2578 | Line 2779 | void ttbar_sidebands_comparison(string m
2779    nicer_binning.push_back(100);
2780    nicer_binning.push_back(125);
2781    nicer_binning.push_back(150);
2782 <  nicer_binning.push_back(175);
2782 >  //nicer_binning.push_back(175);
2783    nicer_binning.push_back(200);
2784 <  nicer_binning.push_back(230);
2785 <  nicer_binning.push_back(280);
2784 >  nicer_binning.push_back(250);
2785 >  nicer_binning.push_back(300);
2786    nicer_binning.push_back(400);
2787 +  
2788    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2789   }
2790  
2791  
2792 < void zjets_prediction_comparison(string mcjzbWithPU) {
2792 > void zjets_prediction_comparison(string mcjzbWithPUa) {
2793    TCanvas *zcan = new TCanvas("zcan","zcan");  
2794 <  zcan->SetLogy(1);
2794 > //  zcan->SetLogy(1);
2795    TCut weightbackup=cutWeight;
2796 +  
2797 +  bool UsePURW=false;
2798 +  
2799 +  
2800 +  string mcjzb;
2801 +  if(UsePURW) {
2802 +    mcjzb=mcjzbWithPUa;
2803 +  } else {
2804 +    // Do it without PU re-weighting
2805 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2806 +    stringstream resultsNoPU;
2807 +    stringstream noPUdatajzb;
2808 +    stringstream noPUmcjzb;
2809 +    
2810 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2811 +    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
2812 +    
2813 +    mcjzb = noPUmcjzb.str();
2814 +    
2815 +    cutWeight="1.0";
2816 +  }
2817  
2595 – /*
2596 –  // Do it without PU re-weighting
2597 –  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2598 –  stringstream resultsNoPU;
2599 –
2600 –  stringstream mcjzbnoPU;
2601 –  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2602 –  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2603 –  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2604 –
2605 –  string mcjzb = mcjzbnoPU.str();
2606 –  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2607 –
2608 –  cutWeight="1.0";
2609 – */
2610 –  string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
2818    
2819    vector<float> binning;
2820    binning.push_back(0);
2821 +  binning.push_back(10);
2822    binning.push_back(20);
2823    binning.push_back(40);
2824    binning.push_back(60);
2825 <  binning.push_back(80);
2825 > //   binning.push_back(50);
2826 > //   binning.push_back(60);
2827 > //   binning.push_back(70);
2828 > //   binning.push_back(80);
2829 > //   binning.push_back(90);
2830    binning.push_back(100);
2831 < //  float sbg_min=0.;
2620 < //  float sbg_max=100.;
2621 < //  int sbg_nbins=5;
2831 >
2832    float simulatedlumi = luminosity;//in pb please - adjust to your likings
2833    
2834    TCut kPos((mcjzb+">0").c_str());
2835    TCut kNeg((mcjzb+"<0").c_str());
2836    string var( "abs("+mcjzb+")" );
2837 +  
2838 +  TCut notTau("abs(genMID1)!=15");
2839 +  TCut ONLYTau("mll>20");
2840 +  
2841  
2842 <  TCut kcut(cutmass&&cutOSSF&&cutnJets);
2843 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2844 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2842 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2843 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2844 >  
2845    hJZBpos->SetLineColor(kBlack);
2846    hJZBneg->SetLineColor(kRed);
2847    
# Line 2636 | Line 2850 | void zjets_prediction_comparison(string
2850    hJZBneg->Draw("same,hist");
2851    hJZBpos->Draw("same,e1"); // So it's on top...
2852    
2853 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2853 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2854    leg->AddEntry(hJZBpos,"Observed","pe");
2855    leg->AddEntry(hJZBneg,"Predicted","l");
2856    leg->Draw("same");
2857    DrawMCPrelim(simulatedlumi);
2858 <  CompleteSave(zcan,"Systematics/zjets_prediction");
2858 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
2859    
2860    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2861    hratio->Divide(hJZBneg);
2862    
2863    for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2864 <    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << endl;
2864 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
2865    }
2866    
2867    zcan->SetLogy(0);
2868 <  hratio->GetYaxis()->SetRangeUser(0,2.5);
2868 >  hratio->GetYaxis()->SetRangeUser(0,2.0);
2869    hratio->GetYaxis()->SetTitle("Observed/Predicted");
2870    hratio->Draw("e1");
2871    
# Line 2668 | Line 2882 | void zjets_prediction_comparison(string
2882    center->Draw("same");
2883    bottom->Draw("same");
2884    
2885 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
2885 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
2886    leg2->AddEntry(hratio,"obs / pred","pe");
2887    leg2->AddEntry(bottom,"syst. envelope","l");
2888    leg2->Draw("same");
2889    DrawMCPrelim(simulatedlumi);
2890 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
2890 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
2891 >  
2892 >  TCut reducedNJets(cutnJets);
2893 >  
2894 >  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2895 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2896 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2897 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2898 >
2899 >  TH1F *RcorrJZBSBem;
2900 >  TH1F *LcorrJZBSBem;
2901 >  TH1F *RcorrJZBSBeemm;
2902 >  TH1F *LcorrJZBSBeemm;
2903 >
2904 >  if(PlottingSetup::RestrictToMassPeak) {
2905 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2906 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2907 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2908 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2909 >  }
2910 >  
2911 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
2912 >  if(PlottingSetup::RestrictToMassPeak) {
2913 >    Bpred->Add(RcorrJZBem,1.0/3.);
2914 >    Bpred->Add(LcorrJZBem,-1.0/3.);
2915 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
2916 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
2917 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
2918 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
2919 >  } else {
2920 >    Bpred->Add(RcorrJZBem,1.0);
2921 >    Bpred->Add(LcorrJZBem,-1.0);
2922 >  }
2923 >  
2924 >  Bpred->SetLineColor(kRed);
2925 >
2926 >  TAUhJZBpos->SetLineColor(kBlack);
2927 >  Bpred->SetLineColor(kRed);
2928 >  
2929 >  TAUhJZBpos->SetMinimum(1.0);
2930 >  TAUhJZBpos->Draw("e1");
2931 >  Bpred->Draw("same,hist");
2932 >  TAUhJZBpos->Draw("same,e1");
2933 >  
2934 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
2935 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
2936 >  TAUleg->AddEntry(Bpred,"Predicted","l");
2937 >  TAUleg->Draw("same");
2938 >  DrawMCPrelim(simulatedlumi);
2939 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
2940 >  
2941 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
2942 >  TAUhratio->Divide(Bpred);
2943 >  
2944 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
2945 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
2946 >  }
2947 >  
2948 >  zcan->SetLogy(0);
2949 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
2950 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
2951 >  TAUhratio->Draw("e1");
2952 >  
2953 >  top->Draw("same");
2954 >  center->Draw("same");
2955 >  bottom->Draw("same");
2956 >  
2957 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
2958 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
2959 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
2960 >  TAUleg2->Draw("same");
2961 >  DrawMCPrelim(simulatedlumi);
2962 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
2963 >  
2964 >  delete Bpred;
2965 >  delete TAUhJZBpos;
2966 >  delete LcorrJZBeemm;
2967 >  delete RcorrJZBem;
2968 >  delete LcorrJZBem;
2969 >  
2970 >  if(PlottingSetup::RestrictToMassPeak) {
2971 >    delete RcorrJZBSBem;
2972 >    delete LcorrJZBSBem;
2973 >    delete RcorrJZBSBeemm;
2974 >    delete LcorrJZBSBeemm;
2975 >  }
2976 >  
2977    
2978    delete zcan;
2979    cutWeight=weightbackup;
# Line 3222 | Line 3522 | void test() {
3522    
3523    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3524    testcanv->cd();
3525 <  switch_overunderflow(true);
3525 > //  switch_overunderflow(true);
3526    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3527    switch_overunderflow(false);
3528    ptdistr->Draw();

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