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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.5 by buchmann, Wed Mar 7 16:58:42 2012 UTC vs.
Revision 1.71 by buchmann, Wed Nov 7 10:54:34 2012 UTC

# Line 28 | Line 28 | void todo() {
28    dout << "Info : The pt requirement is currently set to " << (const char*) passtrig << endl;
29    dout << "Info : The mll requirement is currently set to " << (const char*) cutmass << endl;
30    dout << "Info : The lepton requirement is currently set to " << (const char*) leptoncut << endl;
31 +  dout << "Info : The weight applied to all MC is " << (const char*) cutWeight << endl;
32   }  
33  
34 < void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true )
34 >
35 >
36 > void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37   {
38    // Temporarily switch off PU reweighting, if asked
39    TCut weightbackup=cutWeight;
40    if ( !doPUreweighting ) cutWeight="1.0";
41 <
41 >  
42 >  int nbins=100;
43 >  if(PlottingSetup::DoBTag) nbins=25;
44 >  
45 >  TCut nJetsCut(cutnJets);
46 >  if(SwitchOffNJetsCut) nJetsCut=specialcut;
47 >  
48    TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49 <  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
50 <  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
51 <  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
52 <  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
49 >  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50 >  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51 >  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52 >  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53    TH1F *rawttbarjzbeemmMC;
54  
55    if(method==doKM) {
56      //we only need this histo for the KM fitting...
57 <    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
58 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
59 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
57 >    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60 >    delete rawttbarjzbeemmMC;
61    }
62    else {
63      TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
# Line 55 | Line 65 | void find_peaks(float &MCPeak,float &MCP
65      reducedMC->Add(rawJZBemMC,-1);
66      reducedData->Add(rawJZBemData,-1);
67      //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)
68 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
69 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
70 <    
68 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70 >    delete reducedMC;
71 >    delete reducedData;
72    }
73  
74    // Revert to original PU reweighting
# Line 65 | Line 76 | void find_peaks(float &MCPeak,float &MCP
76      
77   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79 <  dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80 <  result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81 <  dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82 <  result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83 >  delete rawJZBeemmData;
84 >  delete rawJZBeemmMC;
85 >  delete rawJZBemData;
86 >  delete rawJZBemMC;
87    delete tempcan;
88   }
89  
90 + void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91 + {
92 +  bool overunderflowstatus=addoverunderflowbins;
93 +  switch_overunderflow(false);
94 +  
95 +  TCut SpecialCut("mll>=0");
96 +  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
97 +  
98 +  bool DoInvidualeemmPeaks=false;
99 +  
100 +  float mcpeak, datapeak;
101 +  float mcpeakerr, datapeakerr;
102 +  
103 +  float mceepeak,mcmmpeak;
104 +  float mceepeakerr,mcmmpeakerr;
105 +  
106 +  float datammpeak,dataeepeak;
107 +  float datammpeakerr,dataeepeakerr;
108 +  
109 +  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
110 +  
111 +  dout << "Finding global peak : " << endl;
112 +  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
113 +  
114 +  if(DoInvidualeemmPeaks) {
115 +    dout << "Finding peak for electrons : " << endl;
116 +    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
117 +    dout << "Finding peak for muons : " << endl;
118 +    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
119 +    
120 +    datajzb << "(" << jzbvariabledata;
121 +    mcjzb << "(" << jzbvariablemc;
122 +    
123 +    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
124 +    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
125 +    
126 +    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
127 +    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
128 +    
129 +    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130 +    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
131 +    
132 +    datajzb << ")";
133 +    
134 +    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
135 +    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
136 +    
137 +    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
138 +    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
139 +    
140 +    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141 +    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
142 +    
143 +    mcjzb << ")";
144 +    
145 +  } else {
146 +    datajzb << "(" << jzbvariabledata;
147 +      mcjzb << "(" << jzbvariablemc;
148 +    
149 +    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
150 +    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
151 +    
152 +    datajzb << ")";
153 +    
154 +    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
155 +    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
156 +    
157 +    mcjzb << ")";
158 +  }
159 +  
160 +    MCPeak=mcpeak;
161 +    MCPeakError=mcpeakerr;
162 +    DataPeak=datapeak;
163 +    DataPeakError=datapeakerr;
164 +    switch_overunderflow(overunderflowstatus);
165 + }
166 +
167 + void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
168 +  float min=70.0;
169 +  float max=115.0;
170 +  if(!PlottingSetup::RestrictToMassPeak) {
171 +    min=20;
172 +    max=300;
173 +  }
174 +  int nbins=int((max-min)/binWidth);
175 +  
176 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
177 +  
178 +  stringstream largerzeroS;
179 +  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
180 +  TCut largerzeroD(largerzeroS.str().c_str());
181 +  
182 +  stringstream smallerzeroS;
183 +  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
184 +  TCut smallerzeroD(smallerzeroS.str().c_str());
185 +
186 +
187 +  stringstream largerzeroMS;
188 +  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
189 +  TCut largerzeroM(largerzeroMS.str().c_str());
190 +  
191 +  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
192 +  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
193 +  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
194 +  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
195 +  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
196 +
197 +  TH1F *RcorrJZBSBem;
198 +  TH1F *LcorrJZBSBem;
199 +  TH1F *RcorrJZBSBeemm;
200 +  TH1F *LcorrJZBSBeemm;
201 +  
202 + //  TH1F *RcorrJZBeemmNoS;
203 +
204 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
205 +    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
206 +    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
207 +    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
208 +    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
209 +  }
210 +  
211 +  // Separate predictions
212 +  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
213 +  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
214 +  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
215 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
216 +    OFP->Scale(1.0/3.0);
217 +    OFP->Add(RcorrJZBSBem,1.0/3.);
218 +    OFP->Add(RcorrJZBSBeemm,1.0/3.);
219 +    OFN->Scale(1.0/3.0);
220 +    OFN->Add(LcorrJZBSBem,1.0/3.);
221 +    OFN->Add(LcorrJZBSBeemm,1.0/3.);
222 +  }
223 +
224 +  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
225 +  Bpred->Add(OFP);
226 +  Bpred->Add(OFN,-1);
227 +  Bpred->SetLineColor(kRed);
228 +  
229 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
230 +  RcorrJZBeemm->Draw();
231 +  mcRcorrJZBeemm.Draw("same");
232 +  Bpred->Draw("histo,same");
233 +  RcorrJZBeemm->Draw("same");
234 +  
235 +  TLegend *leg = allsamples.allbglegend();
236 +  leg->SetX1(0.58);
237 +  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
238 +  leg->AddEntry(Bpred,"predicted (data)","l");
239 +  leg->Draw("same");
240 +  
241 +  stringstream saveas;
242 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
243 +  CompleteSave(ckin,saveas.str());
244 +  
245 +  // Draw all predictions overlayed
246 +  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
247 +  SFN->SetLineColor(kGreen+2);
248 +  SFN->SetLineStyle(2);
249 +  SFN->SetLineWidth(w);
250 +  OFP->SetLineColor(kBlue+2);
251 +  OFP->SetLineStyle(2);
252 +  OFP->SetLineWidth(w);
253 +  OFN->SetLineColor(kMagenta+2);
254 +  OFN->SetLineStyle(3);
255 +  OFN->SetLineWidth(w);
256 +  
257 +  RcorrJZBeemm->Draw();
258 +  SFN->Draw("histo,same");
259 +  OFP->Draw("histo,same");
260 +  OFN->Draw("histo,same");
261 +  Bpred->Draw("histo,same");
262 +  RcorrJZBeemm->Draw("same");
263 +  
264 +  TLegend *leg2 = make_legend("",0.52,0.7);
265 +  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
266 +  leg2->AddEntry(Bpred,"predicted (data)","l");
267 +  leg2->AddEntry(SFN,  "  SF JZB<0","l");
268 +  leg2->AddEntry(OFN,  "  OF JZB<0","l");
269 +  leg2->AddEntry(OFP,  "  OF JZB>0","l");
270 +  leg2->Draw("same");
271 +  
272 +  saveas.str("");
273 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
274 +  CompleteSave(ckin,saveas.str());
275 +  
276 +  delete RcorrJZBeemm;
277 +  delete LcorrJZBeemm;
278 +  delete RcorrJZBem;
279 +  delete LcorrJZBem;
280 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
281 +    delete RcorrJZBSBeemm;
282 +    delete LcorrJZBSBeemm;
283 +    delete RcorrJZBSBem;
284 +    delete LcorrJZBSBem;
285 +  }
286 +  delete Bpred;
287 +  delete ckin;
288 + }
289 +
290   void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
291    
292    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
# Line 106 | Line 321 | void make_special_mll_plot(int nbins, fl
321    TIter next(bgleg->GetListOfPrimitives());
322    TObject* obj;
323    // Copy the nice bkgd legend skipping the "data"
324 <  while ( obj = next() )
324 >  while ( (obj = next()) )
325      if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
326        kinleg->GetListOfPrimitives()->Add(obj);
327  
# Line 125 | Line 340 | void draw_ratio_plot(TH1* hdata, THStack
340    TIter next(hmc.GetHists());
341    TObject* obj;
342    TH1* hratio = NULL;
343 <  while ( obj = next() ) {
343 >  while ( (obj = next()) ) {
344      if ( !hratio ) {
345        hratio = (TH1*)obj->Clone();
346        hratio->SetName("hratio");
# Line 156 | Line 371 | void draw_ratio_plot(TH1* hdata, THStack
371    oneline->Draw("same");
372   }
373  
374 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
375 +                        string xlabel, string filename, float legendPosition=0.55) {
376 +
377 +  TCut ibasiccut=basiccut;
378 +  bool draw_separation_lines=false;
379 +
380 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
381 +
382 +  TCut cutSF;
383 +  TCut cutOF;
384 +
385 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
386 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
387 +
388 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
389 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
390 +  rcan->SetLogy(logscale);
391 +  rcan->cd();
392 +
393 +  std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
394 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
395 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
396 + //   string signal("LM3");
397 + //   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
398 + //   int idx = signalsamples.FindSample(signal)[0];
399 + //   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
400 + //   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
401 + //   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
402 + //   signalhisto->SetLineStyle(2);
403 +  datahistoSF->SetMarkerSize(DataMarkerSize);
404 +  datahistoOF->SetLineColor(kRed);
405 +
406 +  if ( !logscale ) {
407 +    datahistoSF->SetMinimum(0); // Defaults
408 +  } else {
409 +    datahistoSF->SetMinimum(0.5);
410 +  }
411 +  if (ymax<0) {
412 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
413 +    else datahistoSF->SetMaximum(1.8*datahistoSF->GetMaximum());
414 +  } else {
415 +    datahistoSF->SetMaximum(ymax);
416 +  }
417 +
418 +  float ymaxSet = datahistoSF->GetMaximum();
419 +
420 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
421 +  datahistoSF->GetYaxis()->SetTitle("Events");
422 +  datahistoSF->GetXaxis()->CenterTitle();
423 +  datahistoSF->GetYaxis()->CenterTitle();
424 +
425 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
426 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
427 +  if (datahistoOF->Integral()>0) {
428 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
429 +  } else {
430 +    mleg->AddEntry((TObject*)0, "", "");
431 +  }
432 +  //mleg->AddEntry(signalhisto, "LM3", "L");
433 +
434 +  datahistoSF->Draw("E1");
435 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
436 +  //signalhisto->Draw("HIST,SAMES");
437 +  mleg->Draw();
438 +  DrawPrelim();
439 +  if (datahistoOF->Integral()>0) {
440 +    save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
441 +  } else {
442 +    CompleteSave(rcan, "SFOF/" + filename);
443 +    delete rcan;
444 +  }
445 +
446 +  datahistoSF->Delete();
447 +  datahistoOF->Delete();
448 +  //signalhisto->Delete();
449 +  delete mleg;
450 +  delete ckin;
451 +
452 +  return ymaxSet;
453 +
454 + }
455 +
456 + // Compare data to data
457 + float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
458 +                                string xlabel, string filename, float legendPosition=0.55) {
459 +
460 +  TCut ibasiccut=basiccut&&cut;
461 +
462 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
463 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
464 +  rcan->SetLogy(logscale);
465 +  rcan->cd();
466 +
467 +  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
468 +
469 +  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
470 +  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471 +  data1->Scale(5.0/9.2);
472 +
473 +  data1->SetMarkerSize(DataMarkerSize);
474 +  data2->SetLineColor(kRed);
475 +
476 +  if ( !logscale ) {
477 +    data1->SetMinimum(0); // Defaults
478 +  } else {
479 +    data1->SetMinimum(0.5);
480 +  }
481 +  if (ymax<0) {
482 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
483 +    else data1->SetMaximum(1.5*data1->GetMaximum());
484 +  } else {
485 +    data1->SetMaximum(ymax);
486 +  }
487 +
488 +  float ymaxSet = data1->GetMaximum();
489 +
490 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
491 +  data1->GetYaxis()->SetTitle("Events");
492 +  data1->GetXaxis()->CenterTitle();
493 +  data1->GetYaxis()->CenterTitle();
494 +
495 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
496 +  mleg->AddEntry(data1, "2012 data (scaled)", "PL");
497 +  mleg->AddEntry(data2, "2011 data", "L");
498 +
499 +  data1->Draw("E1");
500 +  data2->Draw("HIST,SAMES");
501 +  mleg->Draw();
502 +  DrawPrelim();
503 +  save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
504 +
505 +  data1->Delete();
506 +  data2->Delete();
507 +  delete mleg;
508 +  delete ckin;
509 +
510 + }
511 +
512 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
513 +                     string xlabel, string filename, float legendPosition=0.55) {
514 +
515 +  string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
516 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
517 +  string plotname[] = {"_all","_low","_peak","_high"};
518 +  float ymax;
519 +
520 +  int start = 0;
521 +  if ( !PlottingSetup::openBox ) start = 3;
522 +
523 +  for ( int i=start; i<4; ++i ) {
524 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
525 +    if ( i==start ) {
526 +      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
527 +                         filename+plotname[i], legendPosition );
528 +    } else {
529 +      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
530 +                         filename+plotname[i], legendPosition );
531 +    }
532 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533 +                       filename+plotname[i]+"_mm", legendPosition );
534 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535 +                       filename+plotname[i]+"_ee", legendPosition );
536 +  }
537 +
538 + }
539 +
540 +
541   float lastrange_min=0;
542   float lastrange_max=0;
543  
# Line 164 | Line 546 | void make_kin_plot(string variable, stri
546   //  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
547    TCut ibasiccut=basiccut;
548    bool draw_separation_lines=false;
549 +  bool drawsignal = false;
550    
551    if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
552  
# Line 185 | Line 568 | void make_kin_plot(string variable, stri
568    //Step 2: Refine the cut
569    TCut cut;
570    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
571 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
571 >  if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
572 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
573    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
574 <  if(filename=="mll") {
574 >  if(filename=="mll"||filename=="mll_met100") {
575          cut=cutOSSF&&cutnJets&&ibasiccut;
576          draw_separation_lines=true;
577    }
578 <  if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
579 <  if(filename=="mll_osof") {
578 >  if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
579 >  if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
580 >  if(filename=="mll_osof"||filename=="mll_osof_met100") {
581          cut=cutOSOF&&cutnJets&&ibasiccut;
582          draw_separation_lines=true;
583    }
584 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
585 <  if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
584 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
585 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
586 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
587 >  if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
588    if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
589    if(filename=="mll_inclusive_osof") cut=cutOSOF;
590    if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
591    if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
592    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
593    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
594 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
595  
596    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
597    ckin->SetLogy(logscale);
598    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
599    datahisto->SetMarkerSize(DataMarkerSize);
600 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
600 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
601 >  else datahisto->SetMinimum(0.5);
602 >  // Custom max.
603 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
604    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
605    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
606 <  if(filename=="mll_inclusive") datahisto->SetMinimum(1);
606 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
607    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
608    if(filename=="mll_osof") datahisto->SetMinimum(9);
609 +  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
610 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
611  
612 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
220 <  datahisto->Draw("e1");
221 <  ckin->Update();
612 >  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
613    if(loadlastminmax) {
614          datahisto->SetMinimum(lastrange_min);
615          datahisto->SetMaximum(lastrange_max);
# Line 228 | Line 619 | void make_kin_plot(string variable, stri
619          }              
620    }
621  
622 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
623 +  string signal("LM3");
624 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
625 +  int idx = signalsamples.FindSample(signal)[0];
626 +  if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
627 +  if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
628 +  if(drawsignal) signalhisto->SetLineColor(kOrange);
629 +
630 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
631 +  datahisto->Draw("e1");
632 +  ckin->Update();
633    mcstack.Draw("same");
634 +  
635    datahisto->Draw("same,e1");
636    TLegend *kinleg = allsamples.allbglegend();
637    kinleg->Draw();
# Line 271 | Line 674 | void make_kin_plot(string variable, stri
674          kinpad->SetLogy(logscale);
675          datahisto->Draw("e1");
676          mcstack.Draw("same");
677 +        if(drawsignal) signalhisto->Draw("same");
678          datahisto->Draw("same,e1");
679          datahisto->Draw("same,axis");
680          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 278 | Line 682 | void make_kin_plot(string variable, stri
682            upperboundary->Draw("same");
683          }
684            
685 +        if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
686          kinleg->Draw();
687          write_cut->Draw();
688          DrawPrelim();
# Line 292 | Line 697 | void make_kin_plot(string variable, stri
697          else CompleteSave(ckin,"kin/"+filename);
698    }
699    datahisto->Delete();
700 +  delete signalhisto;
701    delete ckin;
702   }
703  
704 <
299 < void make_JES_plot() {
704 > void make_JES_plot(TCut cut, string name) {
705  
706    int nbins=10;
707    float min=-0.5;
708    float max = 9.5;
709    bool logscale=true;
710    string xlabel="nJets";
306  TCut cut=cutmass&&cutOSSF&&basiccut;
711  
712    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
713    ckin->SetLogy(logscale);
714 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
714 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
715    datahisto->SetMarkerSize(DataMarkerSize);
716 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
718 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
718 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
719  
720    datahisto->SetMinimum(1);
721    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 336 | Line 740 | void make_JES_plot() {
740    TLegend *kinleg = allsamples.allbglegend();
741    kinleg->AddEntry(JESunc,"JES uncertainty","f");
742    kinleg->Draw();
743 <  CompleteSave(ckin,"Systematics/JES");
743 >  CompleteSave(ckin,"Systematics/JES"+name);
744    datahisto->Delete();
745    delete ckin;
746  
# Line 344 | Line 748 | void make_JES_plot() {
748  
749   void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
750   {
751 + //  switch_overunderflow(true);
752    bool dolog=true;
753    bool nolog=false;
754 +
755 +  bool doOFSF = false;
756 +  bool doKin  = true;
757 +  bool doDataComp = false;
758 +  
759 +
760    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
761 <  float mll_low=40;
761 >  float mll_low=50;
762    float mll_hi=160;
763    if(!PlottingSetup::RestrictToMassPeak) {
764 <        mll_low=30;
765 <        mll_hi=180;
764 >        mll_low=20;
765 >        mll_hi=320;
766 >  }
767 >
768 >  if ( doOFSF ) {
769 >     make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
770 >
771 > //      make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
772 > //      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
773 > //      make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
774 >
775 > //      make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
776 > //      make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
777 >
778 > //     make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
779 > //     make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
780 >    //  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
781 >    //  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
782 > //     make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
783 > //     make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
784 >    //  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
785 >    //  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
786 > //     make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
787 >    make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
788 > //    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
789 > //    make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
790 > //    make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
791 > //    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");
792 > //    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");
793 > //    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");
794 > //    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");
795 >  }
796 >
797 >  if ( doDataComp) {
798 >    TCut mllCut("");
799 >    float massmin = 15.;
800 >    float massmax = 315;
801 >    int massnbins = 60;
802 > /*    if ( !PlottingSetup::openBox ) {
803 >      mllCut = "mll>70";
804 >      massmin = 120;
805 >      massmax = 360;
806 >      massnbins = 14;
807 >    }*/
808 >
809 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
810 >    
811 > /*    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
812 >    make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
813 >    
814 >    
815 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
816 >    make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
817 >    make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
818 >    make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
819 >    make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
820 >    
821 >    make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
822 > //    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
823 >    make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
824 > //    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
825 > */
826 >  
827 >    string basiccutsaved = (const char*)basiccut;
828 >    
829 >    string newbasiccut=basiccutsaved;
830 >    
831 >    size_t found;
832 >    found = newbasiccut.find( "pt2>20" );
833 >    while (found!=string::npos){
834 >      newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
835 >      found = newbasiccut.find( "pt2>20" );
836 >    }
837 > //    basiccut=TCut(newbasiccut.c_str());
838 > //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
839 > //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
840 > //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
841 > //    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
842 > //    basiccut=TCut(basiccutsaved.c_str());
843 >    
844 > //     make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
845 > //     make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
846 >    
847 > //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
848 > //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
849 > //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
850 > //     make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
851 >
852 >    
853 > /*     make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
854 >     make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
855 >     make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
856 >     make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
857 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
858 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
859 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
860 >    make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
861 > */
862 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
863 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
864 >    
865 >    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
866 >    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
867 >    
868 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
869 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
870 >    
871 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
872 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
873 >
874 > /*
875 >    make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
876 >    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");
877 >    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");
878 >
879 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
880 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
881 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
882 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
883 >  */
884    }
885 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
886 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
887 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
888 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
889 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
890 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
891 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
892 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
893 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
894 <  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
895 <  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
896 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
897 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
898 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
899 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
900 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
901 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
902 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
903 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
904 <  stringstream jzbcut;
905 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
906 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
885 >
886 >
887 >  if ( doKin ) {
888 >    string mllCut("");
889 >
890 >     make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
891 >     make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
892 >    // Plots in signal region
893 > //     make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
894 >     make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
895 >     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);
896 >     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);
897 >     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);
898 >    
899 >     make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
900 >     make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
901 >    
902 > //     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);
903 > //     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);
904 > //     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);
905 > //     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);
906 >    
907 >    
908 > //     make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
909 > //     make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
910 >
911 >    // Further inclusive invariant mass plots
912 >    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
913 > //     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
914 > //     make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
915 >    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
916 >    
917 >    //make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
918 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
919 >    
920 >    
921 >    // Number of jets
922 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
923 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
924 >    //make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
925 >    
926 >    // Others
927 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
928 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
929 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
930 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
931 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
932 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
933 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
934 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
935 >    //   stringstream jzbcut;
936 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
937 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
938 >    //   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);
939 >    //   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);
940 >    //   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);
941 >    //   stringstream jzbcut2;
942 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
943 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
944 >    //   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);
945 >    //   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);
946 >    //   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);
947 >    //   stringstream jzbcut3;
948 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
949 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
950 >    //   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);
951 >    //   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);  
952 >    //   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);  
953 >    
954 >    //   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);
955 >    //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);
956 >    //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);
957 >  }
958 >    
959 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
960 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
961 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
962 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
963 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
964 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
965 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
966 >
967 > //   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
968 > //   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
969 >
970 >  switch_overunderflow(false);
971   }
972  
973   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
974                       int nbins, float xmin, float xmax, bool log,
975                       float ymin=0, float ymax=0, bool leftJustified=false ) {
976 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
976 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
977  
978    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
979    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__));
980 <  if(var=="numVtx") cutWeight=TCut("1.0");
980 >  //if(var=="numVtx") cutWeight=TCut("1.0");
981    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
982    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
983  
984    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
985    int nRegions=4;
986 <  if(!PlottingSetup::RestrictToMassPeak) {
986 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
987      nRegions=2;
988    }
989    
# Line 408 | Line 1001 | void make_comp_plot( string var, string
1001        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
1002        ccomp->SetLogy(log);
1003        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
1004 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
1004 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
1005        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
1006        datahisto->SetMarkerSize(DataMarkerSize);
1007        if (ymax>ymin) datahisto->SetMaximum(ymax);
1008 <      lm4histo->SetLineStyle(2);
1008 >      lm3histo->SetLineStyle(2);
1009        datahisto->Draw("e1");
1010        mcstack.Draw("same");
1011        datahisto->Draw("same,e1");
1012 < //      lm4histo->Draw("hist,same");
1012 >      lm3histo->Draw("hist,same");
1013        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
1014        if ( leftJustified ) {
1015          Float_t w = kinleg->GetX2()-kinleg->GetX1();
1016          kinleg->SetX1(0.2);
1017          kinleg->SetX2(0.2+w);
1018        }
1019 < //      kinleg->AddEntry(lm4histo,"LM4","l");
1019 >      kinleg->AddEntry(lm3histo,"LM3","l");
1020        kinleg->Draw();
1021        TText* write_variable = write_text(0.99,0.01,var);
1022        write_variable->SetTextAlign(31);
# Line 432 | Line 1025 | void make_comp_plot( string var, string
1025        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
1026        delete datahisto;
1027        delete ccomp;
1028 <      delete lm4histo;
1028 >      delete lm3histo;
1029      }
1030    cutWeight=weightbackup;
1031   }
# Line 442 | Line 1035 | void region_comparison_plots(string mcjz
1035    dout << "Creating comparison plots for signal and control regions" << endl;
1036    // Compare a few quantities in the signal region and all 7 control regions
1037  
1038 <  switch_overunderflow(true);  // switching overflow/underflow bins on
1038 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
1039      
1040 <  
1040 >  switch_overunderflow(true);
1041      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
1042 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
1042 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
1043      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
1044      float mll_low=50;float mll_high=170;
1045      if(!PlottingSetup::RestrictToMassPeak) {
1046 <        mll_high=200;
1047 <        mll_low=50;
1046 >        mll_high=300;
1047 >        mll_low=20;
1048      }
1049 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
1049 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
1050 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
1051 >
1052 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
1053      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
1054 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1054 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1055 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
1056      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
1057 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
1057 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
1058      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1059      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
1060 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1061 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
1062    }
1063  
1064    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 484 | Line 1083 | void signal_bg_comparison()
1083    float simulatedlumi=luminosity;//in pb please - adjust to your likings
1084    
1085    TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
1086 <  TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
1086 >  TH1F *JZBplotLM4;
1087 >  if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
1088 >  else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
1089    TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
1090    
1091    JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
# Line 508 | Line 1109 | void signal_bg_comparison()
1109    TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
1110    signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
1111    signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
1112 <  signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1112 >  if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1113 >  else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
1114    signal_bg_comparison_leg2->Draw();
1115    DrawMCPrelim(simulatedlumi);
1116    CompleteSave(can,"jzb_bg_vs_signal_distribution");
# Line 655 | Line 1257 | vector<TF1*> do_extended_fit_to_plot(TH1
1257   //      the line above is not necessary anymore as we're now looking at a prediction without Z+Jets, and not multiplied with (1.0/3)
1258    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1259    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1260 <  if(PlottingSetup::RestrictToMassPeak) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1260 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) ttbarlogpar->SetParameter(0,1.0/3*ttbarlogpar->GetParameter(0));//correcting for the fact that we didn't multiply with (1.0/3);
1261  
1262  
1263    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 750 | Line 1352 | if you want to start from scratch (witho
1352    return return_functions;
1353   }
1354  
1355 < void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1355 > void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1356   {
1357 +  
1358    bool is_data=false;
1359    bool use_signal=false;
1360    if(use_data==1) is_data=true;
1361    if(use_data==2) use_signal=true;
1362 <  int nbins=50;//100;
1363 <  if(is_data) nbins=50;
1362 >  int nbins=int(high/10);//100;
1363 >  if(is_data) nbins=int(high/10);
1364    float low=0;
1365 <  float hi=500;
1365 >  float hi=high;
1366 >  
1367 >  stringstream cutpositiveS;
1368 >  cutpositiveS << "(" << jzb << ">0)";
1369 >  TCut cutpositive(cutpositiveS.str().c_str());
1370 >  stringstream cutnegativeS;
1371 >  cutnegativeS << "(" << jzb << "<0)";
1372 >  TCut cutnegative(cutnegativeS.str().c_str());
1373 >  
1374 >  
1375    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1376 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1377 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1378 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1379 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1376 >  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1377 >  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1378 >  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1379 >  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1380 >
1381    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1382    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1383    blankback->GetXaxis()->CenterTitle();
# Line 778 | Line 1391 | void do_prediction_plot(string jzb, TCan
1391    
1392    TH1F *RcorrJZBeemmNoS;
1393  
1394 <    //these are for the ratio
1395 <  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1396 <  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1397 <  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1398 <  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1394 >  //these are for the ratio
1395 >  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1396 >  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1397 >  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1398 >  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1399    
1400    TH1F *JRcorrJZBSBem;
1401    TH1F *JLcorrJZBSBem;
1402    TH1F *JRcorrJZBSBeemm;
1403    TH1F *JLcorrJZBSBeemm;
1404    
1405 <  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1405 >  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1406  
1407    
1408 <  if(PlottingSetup::RestrictToMassPeak) {
1409 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1410 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1411 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1412 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1413 <
1408 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1409 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1410 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1411 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1412 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1413 >    
1414      //these are for the ratio
1415 <    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1416 <    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1417 <    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1418 <    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
806 <
1415 >    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1416 >    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1417 >    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1418 >    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1419    }
1420    
1421    TH1F *lm4RcorrJZBeemm;
1422 <  if(overlay_signal || use_data == 2 ) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM4"));
1422 >  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
1423    
1424    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1425    
# Line 816 | Line 1428 | void do_prediction_plot(string jzb, TCan
1428      
1429    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1430    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
1431 <  if(PlottingSetup::RestrictToMassPeak) {
1431 >    
1432 >  TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1433 >  ClearHisto(BpredSys);
1434 >    
1435 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1436      Bpred->Add(RcorrJZBem,1.0/3.);
1437      Bpred->Add(LcorrJZBem,-1.0/3.);
1438      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 838 | Line 1454 | void do_prediction_plot(string jzb, TCan
1454      JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1455      JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1456      JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1457 +      
1458 +    //Systematics:
1459 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1460 +    AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1461 +    AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1462 +    AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1463 +    AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1464 +    AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1465 +    AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1466    } else {
1467      Bpred->Add(RcorrJZBem,1.0);
1468      Bpred->Add(LcorrJZBem,-1.0);
# Line 847 | Line 1472 | void do_prediction_plot(string jzb, TCan
1472      //these are for the ratio
1473      JBpred->Add(JRcorrJZBem,1.0);
1474      JBpred->Add(JLcorrJZBem,-1.0);
1475 +      
1476 +    //Systematics
1477 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1478 +    AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1479 +    AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1480 +
1481    }
1482      
1483 <  
1484 <  
1483 >  SQRT(BpredSys);
1484 >  BpredSys->Divide(JBpred);
1485 >
1486    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1487    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1488    Tpred->Add(LcorrJZBem,-1.0);
1489 <  if(PlottingSetup::RestrictToMassPeak) {
1489 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1490      Tpred->Add(RcorrJZBSBem,1.0);
1491      Tpred->Add(LcorrJZBSBem,-1.0);
1492      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 894 | Line 1526 | void do_prediction_plot(string jzb, TCan
1526    blankback->Draw();
1527    if(use_data==1)
1528    {
1529 +    //Bpred->SetLineWidth(3); //paper style.overruled.
1530 +    //lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1531      analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1532      kinpad->cd();//necessary because the extended fit function creates its own canvas
1533      RcorrJZBeemm->Draw("e1x0,same");
1534  
1535      Bpred->Draw("hist,same");
1536 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1536 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1537      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1538 +    //lm4RcorrJZBeemm->Draw("hist,same");
1539      legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1540      legBpred->AddEntry(Bpred,"predicted","l");
1541 <    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1542 <    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1543 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1541 > //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1542 > //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1543 > //     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1544      legBpred->Draw();
1545      DrawPrelim();
1546  
1547      //this plot shows what the prediction is composed of
1548 <    TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1549 <    specialcanv->SetLogy(1);
1550 <    Zjetspred->SetFillColor(kYellow);
1551 <    Zjetspred->SetLineColor(kYellow);
1552 <    TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1553 <    TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1548 >    TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1549 >    float CurrentBpredLineWidth=Bpred->GetLineWidth();
1550 >    Bpred->SetLineWidth(2);
1551 >    predcomppad->cd();
1552 >    predcomppad->SetLogy(1);
1553 >    TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
1554 >    TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
1555 >    sidebandsemu->Add(jzbnegative,-1);
1556 >    
1557 >    jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1558 >    jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1559 >    sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1560 >    sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1561 >    
1562      THStack predcomposition("predcomposition","prediction composition");
1563 <    predcomposition.Add(TTbarpred);
1564 <    predcomposition.Add(Zjetspred);
1563 >    predcomposition.Add(sidebandsemu);
1564 >    predcomposition.Add(jzbnegative);
1565      blankback->Draw();
1566      RcorrJZBeemm->Draw("e1x0,same");
1567      predcomposition.Draw("histo,same");//
1568      Bpred->Draw("hist,same");
1569 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1569 > //    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1570      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1571 <    legBpred->Draw();
1571 > //    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1572 >    lm4RcorrJZBeemm->SetLineWidth(2);
1573 >    //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1574 > //     lm4RcorrJZBeemm->Draw("histo,same");
1575      DrawPrelim();
1576 <    TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1577 <    specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1578 <    specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1579 <    specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1580 <    specialleg->Draw("same");
1581 <    CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1582 <
1583 <    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1576 >    TLegend *speciallegBpred = make_legend("",0.45,0.55);
1577 >    //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1578 >    speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1579 >    speciallegBpred->AddEntry(Bpred,"Total background","l");
1580 >    speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1581 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1582 >    else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1583 > //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1584 > //     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1585 >    speciallegBpred->Draw();
1586 >    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1587 >    
1588 >    TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1589 >    specialcanv->SetLogy(1);
1590 > //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1591      blankback->Draw();
1592 <    kostack.Draw("same");
1592 > //    kostack.Draw("same");
1593 >    predcomposition.Draw();
1594      Bpred->Draw("hist,same");
1595 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1595 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1596      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1597      legBpred->Draw();
1598      DrawPrelim();
1599 <    CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1599 >    CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1600 >    Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1601 >    
1602 >    
1603 >    //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;
1604      
1605 <    delete specialcanv;
948 <    delete specialleg;
1605 >    delete speciallegBpred;
1606      delete Zjetspred;
1607      delete TTbarpred;
1608      
# Line 953 | Line 1610 | void do_prediction_plot(string jzb, TCan
1610    }
1611    if(use_data==0) {
1612      RcorrJZBeemm->Draw("e1x0,same");
1613 +    //Bpred->SetLineWidth(3); // paper style. overruled.
1614      Bpred->Draw("hist,same");
1615      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1616 <    legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1617 <    legBpred->AddEntry(Bpred,"MC predicted","l");
1616 >    legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1617 >    legBpred->AddEntry(Bpred,"MC predicted","l");    
1618      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1619      if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1620 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1620 > //     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1621      legBpred->Draw();
1622      DrawMCPrelim();
1623      Bpredsaveas="Bpred_MC";
# Line 967 | Line 1625 | void do_prediction_plot(string jzb, TCan
1625    }
1626    if(use_data==2) {
1627      RcorrJZBeemm->Draw("e1x0,same");
1628 +    //Bpred->SetLineWidth(3); // paper style. overruled.
1629      Bpred->Draw("hist,same");
1630      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1631 <    legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1631 >    legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1632      legBpred->AddEntry(Bpred,"MC predicted","l");
1633 <    legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1633 >    legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1634      legBpred2->AddEntry(Bpred,"MC predicted","l");
1635      {
1636        if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
# Line 982 | Line 1641 | void do_prediction_plot(string jzb, TCan
1641   //      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1642      }
1643      {
1644 +      //lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1645 +      //RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1646 +      //lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1647 +      //RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1648 +      //lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1649 +      
1650        RcorrJZBeemmNoS->SetLineStyle(2);
1651        legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1652 <      legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1652 > //       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
1653        legBpred2->Draw();
1654        RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
1655        RcorrJZBeemmNoS->Draw("histo,same");
# Line 1000 | Line 1665 | void do_prediction_plot(string jzb, TCan
1665    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1666    string ytitle("ratio");
1667    if ( use_data==1 ) ytitle = "data/pred";
1668 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1668 >  //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1669 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1670  
1005  
1006  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1007  /// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1008  if(!PlottingSetup::RestrictToMassPeak) return;
1009  TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1010  Bpredem->Add(RcorrJZBem);
1011  Bpredem->Add(LcorrJZBem,-1);
1012  TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1013  BpredSBem->Add(RcorrJZBSBem);
1014  Bpred->Add(LcorrJZBSBem,-1);
1015  TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");  
1016  BpredSBeemm->Add(RcorrJZBSBeemm);
1017  BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1018  globalcanvas->cd();
1019  globalcanvas->SetLogy(1);
1671  
1021  RcorrJZBeemm->SetMarkerStyle(20);
1022  RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1023  blankback->Draw();
1024  RcorrJZBeemm->Draw("e1x0,same");
1025  RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1672    
1673 <  Bpredem->SetLineColor(kRed+1);
1674 <  Bpredem->SetStats(0);
1675 <  Bpredem->Draw("hist,same");
1676 <
1677 <  BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1678 <  BpredSBem->SetLineStyle(2);
1679 <  BpredSBem->Draw("hist,same");
1680 <
1681 <  BpredSBeemm->SetLineColor(kBlue+1);
1682 <  BpredSBeemm->SetLineStyle(3);
1683 <  BpredSBeemm->Draw("hist,same");
1684 <  RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1685 <
1686 <  TLegend *legBpredc = make_legend("",0.6,0.55);
1687 <  if(use_data==1)
1688 <  {
1689 <    legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1690 <    legBpredc->AddEntry(Bpredem,"OFZP","l");
1691 <    legBpredc->AddEntry(BpredSBem,"OFSB","l");
1692 <    legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1693 <    legBpredc->Draw();
1694 <    CompleteSave(globalcanvas,"Bpred_Data_comparison");
1695 <  }
1696 <  if(use_data==0) {
1697 <    legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1698 <    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1699 <    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1700 <    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1701 <    legBpredc->Draw();
1702 <    CompleteSave(globalcanvas,"Bpred_MC_comparison");
1703 <  }
1704 <  if(use_data==2) {
1705 <    legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1706 <    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1707 <    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1708 <    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1709 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1710 <    legBpredc->Draw();
1711 <    CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1673 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1674 >  // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1675 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1676 >    TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1677 >    Bpredem->Add(RcorrJZBem);
1678 >    Bpredem->Add(LcorrJZBem,-1);
1679 >    TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1680 >    BpredSBem->Add(RcorrJZBSBem);
1681 >    Bpred->Add(LcorrJZBSBem,-1);
1682 >    TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");  
1683 >    BpredSBeemm->Add(RcorrJZBSBeemm);
1684 >    BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1685 >    globalcanvas->cd();
1686 >    globalcanvas->SetLogy(1);
1687 >    
1688 >    RcorrJZBeemm->SetMarkerStyle(20);
1689 >    RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1690 >    blankback->Draw();
1691 >    RcorrJZBeemm->Draw("e1x0,same");
1692 >    RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1693 >    
1694 >    Bpredem->SetLineColor(kRed+1);
1695 >    Bpredem->SetStats(0);
1696 >    Bpredem->Draw("hist,same");
1697 >    
1698 >    BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1699 >    BpredSBem->SetLineStyle(2);
1700 >    BpredSBem->Draw("hist,same");
1701 >    
1702 >    BpredSBeemm->SetLineColor(kBlue+1);
1703 >    BpredSBeemm->SetLineStyle(3);
1704 >    BpredSBeemm->Draw("hist,same");
1705 >    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1706 >    
1707 >    TLegend *legBpredc = make_legend("",0.6,0.55);
1708 >    if(use_data==1)
1709 >    {
1710 >      legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1711 >      legBpredc->AddEntry(Bpredem,"OFZP","l");
1712 >      legBpredc->AddEntry(BpredSBem,"OFSB","l");
1713 >      legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1714 >      legBpredc->Draw();
1715 >      CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1716 >    }
1717 >    if(use_data==0) {
1718 >      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1719 >      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1720 >      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1721 >      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1722 >      legBpredc->Draw();
1723 >      CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1724 >    }
1725 >    if(use_data==2) {
1726 >      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1727 >      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1728 >      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1729 >      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1730 > //       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1731 >      legBpredc->Draw();
1732 >      CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1733 >    }
1734    }
1735 +  
1736 +  TFile *f = new TFile("tester.root","RECREATE");
1737 +  RcorrJZBeemm->Write();
1738 +  Bpred->Write();
1739 +  f->Close();
1740 +  
1741    delete RcorrJZBeemm;
1742    delete LcorrJZBeemm;
1743    delete RcorrJZBem;
# Line 1076 | Line 1750 | void do_prediction_plot(string jzb, TCan
1750  
1751    delete blankback;
1752    
1753 <  if(PlottingSetup::RestrictToMassPeak) {
1753 >  delete BpredSys;
1754 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1755      delete RcorrJZBSBem;
1756      delete LcorrJZBSBem;
1757      delete RcorrJZBSBeemm;
# Line 1091 | Line 1766 | void do_prediction_plot(string jzb, TCan
1766   }
1767  
1768   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1769 +  switch_overunderflow(true);
1770    TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1771 <  do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1772 <  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1773 <  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1774 < }
1099 <
1100 < void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1101 <  bool do_data=0;
1102 <  bool dosignal=0;
1103 <  if(is_data==1) do_data=1;
1104 <  if(is_data==2) dosignal=1;
1105 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1106 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1107 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1108 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1109 <  
1110 <  TH1F *RcorrJZBSBem;
1111 <  TH1F *LcorrJZBSBem;
1112 <  TH1F *RcorrJZBSBeemm;
1113 <  TH1F *LcorrJZBSbeemm;
1114 <  
1115 <  if(PlottingSetup::RestrictToMassPeak) {
1116 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1117 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1118 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1119 <    LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1120 <  }
1121 <  
1122 <
1123 <
1124 <
1125 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1126 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1127 <  if(PlottingSetup::RestrictToMassPeak) {
1128 <    Bpred->Add(RcorrJZBem,1.0/3);
1129 <    Bpred->Add(LcorrJZBem,-1.0/3);
1130 <    Bpred->Add(RcorrJZBSBem,1.0/3);
1131 <    Bpred->Add(LcorrJZBSBem,-1.0/3);
1132 <    Bpred->Add(RcorrJZBSBeemm,1.0/3);
1133 <    Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1771 >  do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1772 >  if ( !PlottingSetup::Approved ) {
1773 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1774 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1775    } else {
1776 <    Bpred->Add(RcorrJZBem,1.0);
1136 <    Bpred->Add(LcorrJZBem,-1.0);
1776 >    write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1777    }
1778 <
1779 <  can->cd();
1140 <  can->SetLogy(0);
1141 <  Bpred->SetLineColor(kRed);
1142 <  Bpred->SetStats(0);
1143 <  if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1144 <  TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1145 <  JZBratioforfitting->Divide(Bpred);
1146 <  TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1147 <  
1148 <  
1149 <  JZBratio->SetTitle("");
1150 <  JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1151 < //  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1152 <  
1153 <  TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1154 <  TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1155 < //  straightline_fit->SetParameter(0,1);
1156 <  JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1157 <  pol0d->SetParameter(0,pol0->GetParameter(0));
1158 <  
1159 <  JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1160 <  JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1161 <  if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1162 <  JZBratio->GetYaxis()->SetNdivisions(519);
1163 <  JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1164 <  JZBratio->GetYaxis()->CenterTitle();
1165 <  JZBratio->GetXaxis()->CenterTitle();
1166 <  JZBratio->SetMarkerSize(DataMarkerSize);
1167 <  JZBratio->Draw("AP");
1168 <  /////----------------------------
1169 <  TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1170 <  writeresult->SetFillStyle(4000);
1171 <  writeresult->SetFillColor(kWhite);
1172 <  writeresult->SetTextFont(42);
1173 <  writeresult->SetTextSize(0.03);
1174 <  writeresult->SetTextAlign(12);
1175 <  ostringstream jzb_agreement_data_text;
1176 <  jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1177 <  if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1178 <  if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1179 < /*  if(is_data) writeresult->AddText("Data closure test");
1180 <  else writeresult->AddText("MC closure test");
1181 <  */
1182 <  writeresult->AddText(jzb_agreement_data_text.str().c_str());
1183 < //  writeresult->Draw("same");
1184 < //  pol0d->Draw("same");
1185 <  TF1 *topline =  new TF1("","1.5",0,1000);
1186 <  TF1 *bottomline =  new TF1("","0.5",0,1000);
1187 <  topline->SetLineColor(kBlue);
1188 <  topline->SetLineStyle(2);
1189 <  bottomline->SetLineColor(kBlue);
1190 <  bottomline->SetLineStyle(2);
1191 < //  topline->Draw("same");
1192 < //  bottomline->Draw("same");
1193 <  TF1 *oneline = new TF1("","1.0",0,1000);
1194 <  oneline->SetLineColor(kBlue);
1195 <  oneline->SetLineStyle(1);
1196 <  oneline->Draw("same");
1197 <  TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1198 <  if(is_data==1) DrawPrelim();
1199 <  else DrawMCPrelim();
1200 <  TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1201 <  leg->SetTextFont(42);
1202 <  leg->SetTextSize(0.04);
1203 < //   if(is_data==1) leg->SetHeader("Ratio (data)");
1204 < //   else leg->SetHeader("Ratio (MC)");
1205 <
1206 <  TString MCtitle("MC ");
1207 <  if (is_data==1) MCtitle = "";
1208 <
1209 <  leg->SetFillStyle(4000);
1210 <  leg->SetFillColor(kWhite);
1211 <  leg->SetTextFont(42);
1212 < //  leg->AddEntry(topline,"+20\% sys envelope","l");
1213 <  leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1214 <  leg->AddEntry(oneline,"ratio = 1","l");
1215 < //  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1216 < //  leg->AddEntry(bottomline,"#pm50% envelope","l");
1217 <
1218 <
1219 <  //leg->Draw("same"); // no longer drawing legend
1220 <
1221 <  if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1222 <  if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1223 <  if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1224 <  
1225 <  delete RcorrJZBeemm;
1226 <  delete LcorrJZBeemm;
1227 <  delete RcorrJZBem;
1228 <  delete LcorrJZBem;
1229 <  
1230 <  delete RcorrJZBSBem;
1231 <  delete LcorrJZBSBem;
1232 <  delete RcorrJZBSBeemm;
1233 <  delete LcorrJZBSbeemm;
1234 < }
1235 <
1236 < void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1237 <  TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1238 <  globalc->SetLogy(0);
1239 <  
1240 <  do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1241 <  do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1242 <  do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
1778 >  delete globalcanvas;
1779 >  switch_overunderflow(false);
1780   }
1781  
1782   string give_jzb_expression(float peak, int type) {
# Line 1431 | Line 1968 | void draw_pure_jzb_histo(TCut cut,string
1968    datahisto->Draw("same,e1");
1969    
1970    TLegend *leg;
1971 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1972 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1973 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1974 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1975 <  else {
1976 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1977 <    exit(-1);
1978 <      }
1971 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
1972 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1973 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
1974 >  } else {
1975 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1976 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1977 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1978 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1979 >    else {
1980 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1981 >      exit(-1);
1982 >    }
1983 >  }
1984    leg->Draw();
1985    string write_cut = decipher_cut(cut,"");
1986    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1987    writeline1->SetTextSize(0.035);
1988    writeline1->Draw();
1989 <  save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1989 >  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1990 >  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1991    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1992    jzbpad2->cd();
1993    jzbpad2->SetLogy(1);
# Line 1459 | Line 2002 | void draw_pure_jzb_histo(TCut cut,string
2002    writeline1->SetTextSize(0.035);
2003    writeline1->Draw();
2004    DrawPrelim();
2005 <  save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2005 >  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2006 >  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
2007    datahisto->Delete();
2008    mcstack.Delete();
2009   }
# Line 1467 | Line 2011 | void draw_pure_jzb_histo(TCut cut,string
2011   Double_t GausR(Double_t *x, Double_t *par) {
2012    return gRandom->Gaus(x[0],par[0]);
2013   }
2014 +
2015 + void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2016 +  TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
2017 +  float max=jzbHigh ;
2018 +  float min=-120;
2019 +  int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
2020 +  int coarserbins=int(nbins/2.0);
2021 +  int rebinnedbins=int(nbins/4.0);
2022 +  
2023 +  vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
2024 +  for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
2025 +  for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2026 +  for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2027 +
2028 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
2029 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
2030 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
2031 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2032 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2033 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2034 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2035 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2036    
2037 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2038 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2039 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2040 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2041 +  
2042 +  delete dican;
2043 + }
2044 +  
2045 +
2046 + void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2047 +  switch_overunderflow(true);
2048 +  vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2049 +  
2050 +  if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
2051 +    write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2052 +    return;
2053 +  }
2054 +  
2055 +  float stretchfactor = 100.0;
2056 +  vector<string> labels;
2057 +  
2058 +  
2059 +  dout << "Going to increase the cross section for diboson samples ... " << endl;
2060 +  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2061 +    float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2062 +    (allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2063 +    dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2064 +    labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2065 +    (allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2066 +    dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2067 +  }
2068 +  
2069 +  dout << "Going to produce JZB plots" << endl;
2070 +  produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2071 +  TCanvas *gloca = new TCanvas("gloca","gloca");
2072 +  
2073 +  dout << "Going to produce prediction plots" << endl;
2074 +  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2075 +  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2076 +  delete gloca;
2077 +
2078 +  dout << "Going to reset the cross section for diboson samples ... " << endl;
2079 +  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2080 +    float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2081 +    (allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2082 +    string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2083 +    (allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2084 +    dout << "     Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
2085 +    
2086 +  }
2087 + //   switch_overunderflow(false);
2088 + }
2089 +
2090 +
2091 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2092 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2093 +  jzbpad->cd();
2094 +  jzbpad->SetLogy(1);
2095 +  string xlabel="JZB [GeV]";
2096 +
2097 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2098 +  datahisto1->SetLineColor(kRed);
2099 +  datahisto1->SetMarkerColor(kRed);
2100 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2101 +  datahisto2->SetLineColor(kBlue);
2102 +  datahisto2->SetMarkerColor(kBlue);
2103 +  
2104 +  datahisto2->SetMarkerSize(DataMarkerSize);
2105 +  datahisto1->DrawNormalized("e1");
2106 +  datahisto2->DrawNormalized("histo,same");
2107 +  datahisto1->DrawNormalized("same,e1");
2108 +  
2109 +  TLegend *leg = make_legend();
2110 +  leg->AddEntry(datahisto1,legentry1.c_str());
2111 +  leg->AddEntry(datahisto2,legentry2.c_str());
2112 +  leg->Draw();
2113 +  
2114 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2115 +  
2116 +  datahisto1->Delete();
2117 +  datahisto2->Delete();
2118 + }
2119 +
2120 +
2121   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2122 +  switch_overunderflow(true);
2123    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2124    float max=jzbHigh ;
2125    float min=-120;
# Line 1481 | Line 2132 | void jzb_plots(string mcjzb, string data
2132    for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2133    for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2134  
2135 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2136 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2137 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2138 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2139 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2140 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2141 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2142 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2143 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2135 >  if ( !PlottingSetup::Approved ) {
2136 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2137 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2138 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2139 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2140 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2141 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2142 >    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2143 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2144 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2145 >    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);
2146 >    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);
2147 >    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);
2148 >
2149 >  }
2150    
2151    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2152 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2153 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2154 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2155 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2156 <
2157 < //  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2158 < //  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
2159 < //  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1503 < //  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1504 < //  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2152 >  if ( !PlottingSetup::Approved ) {
2153 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2154 >    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2155 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2156 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2157 >  }
2158 >  delete can;
2159 >  switch_overunderflow(false);
2160   }
2161  
2162  
# Line 1551 | Line 2206 | void compute_MC_yields(string mcjzb,vect
2206    TCanvas *yica = new TCanvas("yica","yield canvas");
2207    
2208    int nRegions=4;
2209 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2209 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2210    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2211    string posneg[] = {"pos","neg"};
2212    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2213  
2214 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2214 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2215      TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2216      dout << "_________________________________________________________" << endl;
2217      dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2218 <    for(int isample=0;isample<(allsamples.collection).size();isample++) {
2218 >    for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2219        if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2220        else dout << "Sample & ";
2221        for(int iregion=0;iregion<nRegions;iregion++) {
# Line 1819 | Line 2474 | void draw_ttbar_and_zjets_shape_for_one_
2474  
2475   void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2476    int all_leptons=-1;
1822  int electrons_only=0;
1823  int mu_only=1;
1824  int twojetswith50gev=1;
2477    int threejetswith30gev=0;
2478   /*  
2479 +  int twojetswith50gev=1;
2480 +  int electrons_only=0;
2481 +  int mu_only=1;
2482 +
2483    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2484    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2485    
# Line 1837 | Line 2493 | void draw_ttbar_and_zjets_shape(string m
2493    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2494   }
2495  
2496 < void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1841 <  //first: colorful plots
2496 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2497    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2498    cancorr->SetLogz();
2499    cancorr->SetRightMargin(0.13);
2500 <  flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2501 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2500 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2501 >
2502 >  if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2503    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2504 <  (allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2504 >  niceresponseplotd->Sumw2();
2505 >  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2506 >  vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2507 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2508 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2509 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2510 >    
2511 >    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2512 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2513 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2514 >  }
2515 >  niceresponseplotd->Add(emuResponse,-1);
2516 >  
2517    niceresponseplotd->SetStats(0);
2518    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2519    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 1853 | Line 2521 | void find_correction_factors(string &jzb
2521    niceresponseplotd->GetYaxis()->CenterTitle();
2522    niceresponseplotd->Draw("COLZ");
2523    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2524 +  profd->Rebin(2);
2525    profd->SetMarkerSize(DataMarkerSize);
2526 <  profd->Fit("pol0","","same,e1",30,400);
2526 >  profd->Fit("pol0","","same,e1",100,400);
2527    DrawPrelim();
2528 <  TText* title = write_text(0.5,0.7,"Data");
2528 >  string stitle="Data";
2529 >  if(!Contains(FindKeyword,"Data")) stitle="MC";
2530 >  TText* title = write_text(0.5,0.7,stitle.c_str());
2531    title->SetTextAlign(12);
2532    title->Draw();
2533    TF1 *datapol=(TF1*)profd->GetFunction("pol0");
2534 <  float datacorrection=datapol->GetParameter(0);
2535 <  stringstream dataresstring;
2536 <  dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2537 <  TText* restitle = write_text(0.5,0.65,dataresstring.str());
2534 >  float correction=datapol->GetParameter(0);
2535 >  stringstream resstring;
2536 >  resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2537 >  TText* restitle = write_text(0.5,0.65,resstring.str());
2538    restitle->SetTextAlign(12);
2539    restitle->SetTextSize(0.03);
2540    restitle->Draw();
2541 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2542 <  
2543 <  TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2544 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2545 <  niceresponseplotm->SetStats(0);
2546 <  niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2547 <  niceresponseplotm->GetYaxis()->SetTitle("Response");
2548 <  niceresponseplotm->GetXaxis()->CenterTitle();
1878 <  niceresponseplotm->GetYaxis()->CenterTitle();
1879 <  niceresponseplotm->Draw("COLZ");
1880 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1881 <  TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1882 <  profm->SetMarkerSize(DataMarkerSize);
1883 <  profm->Fit("pol0","","same,e1",30,400);
1884 <  DrawMCPrelim();
1885 <  title = write_text(0.5,0.7,"MC simulation");
1886 <  title->SetTextAlign(12);
1887 <  title->Draw();
1888 <  TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1889 <  float mccorrection=mcpol->GetParameter(0);
1890 <  stringstream mcresstring;
1891 <  mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1892 <  TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1893 <  mcrestitle->SetTextAlign(12);
1894 <  mcrestitle->SetTextSize(0.03);
1895 <  mcrestitle->Draw();
1896 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2541 >  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2542 >  delete cancorr;
2543 >  delete niceresponseplotd;
2544 >  delete profd;
2545 >  return correction;
2546 > }
2547 >
2548 > void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2549    
2550 +  dout << "Computing response corrections: " << endl;
2551 +  //Step 1 : Get results
2552 +  float datacorrection=find_one_correction_factor("Data",true,"","Data");
2553 +  float mccorrection=find_one_correction_factor("DY",false,"","MC");
2554 +  
2555 +  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2556 +  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2557 +  
2558 +  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2559 +  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2560 +  
2561 +  cout << "Corrections : " << endl;
2562 +  cout << "   Data : " << datacorrection << endl;
2563 +  cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2564 +  cout << "   MC : " << mccorrection << endl;
2565 +  cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2566    
2567 <  //Step 2: Getting the result
1900 < //  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2567 >  //Step 2: Processing the result and making it into something useful :-)
2568    stringstream jzbvardatas;
2569 <  if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2570 <  if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2569 >  jzbvardatas << "(";
2570 >  
2571 >  if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
2572 >  if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
2573 >  
2574 >  if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
2575 >  if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
2576 >  
2577 >  float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2578 >  
2579 >  if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2580 >  if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2581 >  
2582 >  jzbvardatas << ")";
2583    jzbvardata=jzbvardatas.str();
2584 +  
2585    stringstream jzbvarmcs;
2586 <  if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2587 <  if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2586 >  jzbvarmcs << "(";
2587 >  
2588 >  if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
2589 >  if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
2590 >  
2591 >  if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
2592 >  if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
2593 >  
2594 >  float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2595 >  
2596 >  if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2597 >  if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2598 >  
2599 >  jzbvarmcs << ")";
2600    jzbvarmc=jzbvarmcs.str();
2601 +
2602    dout << "JZB Z pt correction summary : " << endl;
2603    dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
2604    dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
2605 +  
2606   }
2607  
2608   void pick_up_events(string cut) {
# Line 1916 | Line 2610 | void pick_up_events(string cut) {
2610    allsamples.PickUpEvents(cut);
2611   }
2612  
2613 < void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2613 > void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2614    dout << "Saving configuration template!" << endl;
2615    ofstream configfile;
2616    configfile.open("../DistributedModelCalculations/last_configuration.C");
# Line 1936 | Line 2630 | void save_template(string mcjzb, string
2630    configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2631    configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2632    configfile<<"vector<float>jzb_cuts;\n";
2633 +  configfile<<"vector<float>jzb_shape_limit_bins;\n";
2634    configfile<<"float MCPeakError=-999;\n";
2635 +  configfile<<"float DataPeakError=-999;\n";
2636    configfile<<"}\n\n";
2637  
2638    configfile<<"void read_config() {\n";
2639    configfile<<"datajzb=\""<<datajzb<<"\";\n";
2640    configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2641 <  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2642 <  for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2641 >  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2642 >  configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2643 >  for(int i=0;i<(int)jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2644 >  configfile<<"\n\n";
2645 >  for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2646 >  for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2647 >  for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2648    configfile<<"\n\n";
2649 <  for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2650 <  for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2651 <  for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2649 >  for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2650 >  for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2651 >  for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2652 >  for(int i=0;i<(int)jzb_shape_limit_bins.size();i++) configfile<<"jzb_shape_limit_bins.push_back("<<jzb_shape_limit_bins[i]<<"); // JZB shape bin boundary at " << jzb_shape_limit_bins[i] << "\n";
2653    configfile<<"\n\n";
1952  for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1953  for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1954  for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2654    configfile<<"\n\n";
2655    configfile<<"luminosity="<<luminosity<<";\n";
2656    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2657 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2658    
2659    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2660    
# Line 1977 | Line 2677 | void draw_all_ttbar_histos(TCanvas *can,
2677    float max=histos[0]->GetMaximum();
2678    if(manualmin>=0) min=manualmin;
2679    else {
2680 <    for(int i=1;i<histos.size();i++) {
2680 >    for(int i=1;i<(int)histos.size();i++) {
2681        float curmin=get_nonzero_minimum(histos[i]);
2682        float curmax=histos[i]->GetMaximum();
2683        if(curmin<min) min=curmin;
# Line 1988 | Line 2688 | void draw_all_ttbar_histos(TCanvas *can,
2688    histos[0]->Draw(drawoption.c_str());
2689    stringstream drawopt;
2690    drawopt << drawoption << ",same";
2691 <  for(int i=1;i<histos.size();i++) {
2691 >  for(int i=1;i<(int)histos.size();i++) {
2692      histos[i]->Draw(drawopt.str().c_str());
2693    }
2694   }
# Line 1997 | Line 2697 | void ttbar_sidebands_comparison(string m
2697    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2698    //in the case of the OFF peak analysis, we compare our control region to the real value
2699    TCut weightbackup=cutWeight;
2700 <  cutWeight="1.0";
2701 <  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2700 >  switch_overunderflow(true);
2701 >  
2702 >  bool doPURW=false;
2703    
2704 +  
2705 +  if(!doPURW) {
2706 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2707 +    cutWeight="1.0";
2708 +    // Do it without PU re-weighting
2709 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2710 +    stringstream resultsNoPU;
2711 +    stringstream noPUdatajzb;
2712 +    stringstream noPUmcjzb;
2713 +    
2714 +    stringstream mcjzbnoPU;
2715 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2716 +    mcjzb = noPUmcjzb.str();
2717 +  }
2718 +
2719 +      
2720 +  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2721  
2722 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2723 <  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2722 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2723 >  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2724    TH1F *TSem;
2725    TH1F *nTSem;
2726 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2727 <  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2726 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2727 >  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2728    TH1F *TSeemm;
2729    TH1F *nTSeemm;
2730    
2731 <  if(PlottingSetup::RestrictToMassPeak) {
2732 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2733 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2734 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2735 <    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2731 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2732 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2733 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2734 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2735 >    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTT"));
2736    }
2737  
2738    TCanvas *tcan = new TCanvas("tcan","tcan");
2021  
2739    tcan->SetLogy(1);
2740    
2741    TZeemm->SetLineColor(kBlack);
# Line 2027 | Line 2744 | void ttbar_sidebands_comparison(string m
2744    TZem->SetMarkerColor(kRed);
2745  
2746  
2747 <  if(PlottingSetup::RestrictToMassPeak) {
2747 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2748          TSem->SetLineColor(TColor::GetColor("#00A616"));
2749          TSeemm->SetLineColor(kMagenta+2);
2750          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2037 | Line 2754 | void ttbar_sidebands_comparison(string m
2754    }
2755    
2756    vector<TH1F*> histos;
2757 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2758 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2759    histos.push_back(TZem);
2760    histos.push_back(TZeemm);
2761 <  if(PlottingSetup::RestrictToMassPeak) {
2761 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2762 >    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2763 >    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2764      histos.push_back(TSem);
2765      histos.push_back(TSeemm);
2766    }
2767 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2767 >  draw_all_ttbar_histos(tcan,histos,"histo",8);
2768    
2769    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2770    leg->AddEntry(TZeemm,"SFZP","l");
2771    leg->AddEntry(TZem,"OFZP","l");
2772 <  if(PlottingSetup::RestrictToMassPeak) {
2772 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2773      leg->AddEntry(TSeemm,"SFSB","l");
2774      leg->AddEntry(TSem,"OFSB","l");
2775    }
# Line 2058 | Line 2779 | void ttbar_sidebands_comparison(string m
2779    
2780    TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
2781    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2782 <  TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2783 <  TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2782 >  TH1F *TSeemmcopy;
2783 >  TH1F *TSemcopy;
2784 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2785 >    TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2786 >    TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2787 >  }
2788  
2789    TZem->Divide(TZeemm);
2790    TZem->SetMarkerStyle(21);
2791 <  if(PlottingSetup::RestrictToMassPeak) {
2791 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2792      TSem->Divide(TZeemm);
2793      TSeemm->Divide(TZeemm);
2794      TSem->SetMarkerStyle(24);
2795      TSeemm->SetMarkerStyle(32);
2796 < }
2796 >  }
2797  
2798    tcan->SetLogy(0);
2799    TZem->GetYaxis()->SetRangeUser(0,2.5);
2800    TZem->GetYaxis()->SetTitle("ratio");
2801    TZem->Draw();
2802 <  if(PlottingSetup::RestrictToMassPeak) {
2802 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2803      TSem->Draw("same");
2804      TSeemm->Draw("same");
2805    }
2806    
2807 <  float linepos=0.25;
2808 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2807 >  float linepos=emuncertONPEAK;
2808 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2809 >  
2810    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2811    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2812    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2813    
2814 +  /*write_warning(__FUNCTION__,"These two lines are to be removed!");
2815 +  TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2816 +  TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2817 +  topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2818 +  bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2819 +  topalt->Draw("same");bottomalt->Draw("same");*/
2820 +  
2821 +  
2822    top->SetLineColor(kBlue);top->SetLineStyle(2);
2823    bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2824    center->SetLineColor(kBlue);
# Line 2095 | Line 2829 | void ttbar_sidebands_comparison(string m
2829    
2830    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2831    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2832 <  if(PlottingSetup::RestrictToMassPeak) {
2832 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2833      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2834      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2835    }
# Line 2108 | Line 2842 | void ttbar_sidebands_comparison(string m
2842    DrawMCPrelim(simulatedlumi);
2843    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2844    
2845 +  
2846 +  if (0) { // Turn this off: we don't need this
2847  
2848 +    ///-------------- second part: only look at the quantity we actually care about!
2849 +    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2850 +    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2851 +    rightsfzp->Add(leftsfzp,-1);
2852 +    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2853 +    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2854 +    rightofzp->Add(leftofzp,-1);
2855 +    TH1F *leftofsb;
2856 +    TH1F *rightofsb;
2857 +    TH1F *leftsfsb;
2858 +    TH1F *rightsfsb;
2859 +    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2860 +      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2861 +      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2862 +      rightofsb->Add(leftofsb,-1);
2863 +      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2864 +      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2865 +      rightsfsb->Add(leftsfsb,-1);
2866 +    }
2867  
2868 < ///-------------- second part: only look at the quantity we actually care about!
2869 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2870 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2871 <  rightsfzp->Add(leftsfzp,-1);
2872 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2873 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2874 <  rightofzp->Add(leftofzp,-1);
2875 <  TH1F *leftofsb;
2876 <  TH1F *rightofsb;
2877 <  TH1F *leftsfsb;
2123 <  TH1F *rightsfsb;
2124 <  if(PlottingSetup::RestrictToMassPeak) {
2125 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2126 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2127 <        rightofsb->Add(leftofsb,-1);
2128 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2129 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2130 <        rightsfsb->Add(leftsfsb,-1);
2131 <  }
2868 >    tcan->SetLogy(1);
2869 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2870 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2871 >    rightsfzp->Draw("histo");
2872 >    rightofzp->Draw("histo,same");
2873 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2874 >      rightofsb->Draw("histo,same");
2875 >      rightsfsb->Draw("histo,same");
2876 >    }
2877 >    DrawMCPrelim(simulatedlumi);
2878  
2879 <  tcan->SetLogy(1);
2880 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2881 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2882 <  rightsfzp->Draw("histo");
2883 <  rightofzp->Draw("histo,same");
2884 <  if(PlottingSetup::RestrictToMassPeak) {
2885 <    rightofsb->Draw("histo,same");
2886 <    rightsfsb->Draw("histo,same");
2141 <  }
2142 <  DrawMCPrelim(simulatedlumi);
2879 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2880 >    legA->AddEntry(rightsfzp,"SFZP","l");
2881 >    legA->AddEntry(rightofzp,"OFZP","l");
2882 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2883 >      legA->AddEntry(rightofsb,"SFSB","l");
2884 >      legA->AddEntry(rightsfsb,"OFSB","l");
2885 >    }
2886 >    legA->Draw();
2887  
2888 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2145 <  legA->AddEntry(rightsfzp,"SFZP","l");
2146 <  legA->AddEntry(rightofzp,"OFZP","l");
2147 <  if(PlottingSetup::RestrictToMassPeak) {
2148 <    legA->AddEntry(rightofsb,"SFSB","l");
2149 <    legA->AddEntry(rightsfsb,"OFSB","l");
2150 <  }
2151 <  legA->Draw();
2888 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2889  
2890 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2890 >    tcan->SetLogy(0);
2891 >    rightofzp->Divide(rightsfzp);
2892 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2893 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2894 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2895 >    rightofzp->Draw();
2896 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2897 >      rightofsb->Divide(rightsfzp);
2898 >      rightsfsb->Divide(rightsfzp);
2899 >      rightofsb->Draw("same");
2900 >      rightsfsb->Draw("same");
2901 >    }
2902  
2903 <  tcan->SetLogy(0);
2904 <  rightofzp->Divide(rightsfzp);
2905 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2906 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2907 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2908 <  rightofzp->Draw();
2909 <  if(PlottingSetup::RestrictToMassPeak) {
2910 <    rightofsb->Divide(rightsfzp);
2911 <    rightsfsb->Divide(rightsfzp);
2912 <    rightofsb->Draw("same");
2913 <    rightsfsb->Draw("same");
2914 <  }
2915 <
2916 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2917 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2918 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2919 <  
2920 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2921 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2922 <  center2->SetLineColor(kBlue);
2923 <  
2924 <  top2->Draw("same");
2925 <  center2->Draw("same");
2926 <  bottom2->Draw("same");
2927 <
2928 <  rightofzp->SetMarkerStyle(21);
2929 <  if(PlottingSetup::RestrictToMassPeak) {
2182 <    rightofsb->SetMarkerStyle(24);
2183 <    rightsfsb->SetMarkerStyle(32);
2184 <  }
2185 <
2186 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2187 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2188 <  if(PlottingSetup::RestrictToMassPeak) {
2189 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2190 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2191 <  }
2192 <  leg3->AddEntry(bottom,"syst. envelope","l");
2193 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2194 <  leg3->SetY1(0.65);
2903 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2904 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2905 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2906 >  
2907 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2908 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2909 >    center2->SetLineColor(kBlue);
2910 >  
2911 >    top2->Draw("same");
2912 >    center2->Draw("same");
2913 >    bottom2->Draw("same");
2914 >
2915 >    rightofzp->SetMarkerStyle(21);
2916 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2917 >      rightofsb->SetMarkerStyle(24);
2918 >      rightsfsb->SetMarkerStyle(32);
2919 >    }
2920 >
2921 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2922 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2923 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2924 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2925 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2926 >    }
2927 >    leg3->AddEntry(bottom,"syst. envelope","l");
2928 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2929 >    leg3->SetY1(0.65);
2930    
2931 <  leg3->Draw("same");
2931 >    leg3->Draw("same");
2932    
2933 <  DrawMCPrelim(simulatedlumi);
2934 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2933 >    DrawMCPrelim(simulatedlumi);
2934 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2935 >
2936 >  }
2937  
2938    delete TZem;
2939    delete nTZem;
2940    delete TZeemm;
2941    delete nTZeemm;
2942 <  if(PlottingSetup::RestrictToMassPeak) {
2942 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2943          delete TSem;
2944          delete nTSem;
2945          delete TSeemm;
# Line 2211 | Line 2948 | void ttbar_sidebands_comparison(string m
2948  
2949    delete tcan;
2950    cutWeight=weightbackup;
2951 +  switch_overunderflow(false);
2952   }
2953  
2954   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2955    vector<float> nicer_binning;
2956 <  nicer_binning.push_back(-125);
2956 >  
2957 > /*  nicer_binning.push_back(-400);
2958 >  nicer_binning.push_back(-250);
2959 >  nicer_binning.push_back(-200);
2960 >  nicer_binning.push_back(-150);
2961 >  nicer_binning.push_back(-100);
2962 >  nicer_binning.push_back(-50);
2963 >  nicer_binning.push_back(-20);
2964 >  
2965 >  nicer_binning.push_back(0);
2966 >  nicer_binning.push_back(20);
2967 >  nicer_binning.push_back(50);
2968 >  nicer_binning.push_back(100);
2969 >  nicer_binning.push_back(150);
2970 >  nicer_binning.push_back(200);
2971 >  nicer_binning.push_back(250);
2972 >  nicer_binning.push_back(400);*/
2973 >  
2974    nicer_binning.push_back(-100);
2220  nicer_binning.push_back(-75);
2975    nicer_binning.push_back(-50);
2976    nicer_binning.push_back(-25);
2977    nicer_binning.push_back(0);
# Line 2227 | Line 2981 | void ttbar_sidebands_comparison(string m
2981    nicer_binning.push_back(100);
2982    nicer_binning.push_back(125);
2983    nicer_binning.push_back(150);
2984 <  nicer_binning.push_back(175);
2984 >  //nicer_binning.push_back(175);
2985    nicer_binning.push_back(200);
2986 <  nicer_binning.push_back(230);
2987 <  nicer_binning.push_back(280);
2988 <  nicer_binning.push_back(400);
2986 > //  nicer_binning.push_back(250);
2987 > //  nicer_binning.push_back(300);
2988 > //  nicer_binning.push_back(400);
2989 >  
2990    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2991   }
2992  
2993  
2994 < void zjets_prediction_comparison() {
2995 <  // Do it without PU re-weighting
2996 <  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2997 <  stringstream resultsNoPU;
2998 <
2999 <  stringstream mcjzbnoPU;
3000 <  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3001 <  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3002 <  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2994 > void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
2995 >  cout << "****************************************************************************************************************************************************************" << endl;
2996 >  TCanvas *zcan = new TCanvas("zcan","zcan");  
2997 > //  zcan->SetLogy(1);
2998 >  TCut weightbackup=cutWeight;
2999 >  
3000 >  bool UsePURW=true;
3001 >  
3002 >  
3003 >  string mcjzb;
3004 >  if(UsePURW) {
3005 >    mcjzb=mcjzbWithPUa;
3006 >    cout << "Using PURW peak positions" << endl;
3007 >  } else {
3008 >    // Do it without PU re-weighting
3009 >    cutWeight="1.0";
3010 >    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3011 >    stringstream resultsNoPU;
3012 >    stringstream noPUdatajzb;
3013 >    stringstream noPUmcjzb;
3014 >    
3015 >    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3016 >    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3017 >    
3018 >    mcjzb = noPUmcjzb.str();
3019 >    
3020 >  }
3021  
3022 <  string mcjzb = mcjzbnoPU.str();
3023 <  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
3022 >  
3023 >  vector<float> binning;
3024 >  binning.push_back(0);
3025 >  binning.push_back(10);
3026 >  binning.push_back(20);
3027 >  binning.push_back(40);
3028 >  binning.push_back(60);
3029 > //   binning.push_back(50);
3030 > //   binning.push_back(60);
3031 > //   binning.push_back(70);
3032 > //   binning.push_back(80);
3033 > //   binning.push_back(90);
3034 >  binning.push_back(100);
3035  
2252  TCut weightbackup=cutWeight;
2253  cutWeight="1.0";
2254  float sbg_min=0.;
2255  float sbg_max=100.;
2256  int sbg_nbins=5;
3036    float simulatedlumi = luminosity;//in pb please - adjust to your likings
3037    
3038    TCut kPos((mcjzb+">0").c_str());
3039    TCut kNeg((mcjzb+"<0").c_str());
3040    string var( "abs("+mcjzb+")" );
3041 +  
3042 +  TCut notTau("abs(genMID1)!=15");
3043 +  TCut ee_mm_tautau("mll>0");
3044 +  
3045  
3046 <  TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3047 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3048 <                                  kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2266 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2267 <                                  kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3046 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3047 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3048 >  
3049    hJZBpos->SetLineColor(kBlack);
3050    hJZBneg->SetLineColor(kRed);
3051    
3052 <  Int_t nbins = 5;
2272 <  Float_t xmax = 100.;
2273 <
2274 <  
2275 <  TCanvas *zcan = new TCanvas("zcan","zcan");  
2276 <  zcan->SetLogy(1);
2277 <
3052 >  hJZBpos->SetMinimum(1.0);
3053    hJZBpos->Draw("e1");
3054    hJZBneg->Draw("same,hist");
3055    hJZBpos->Draw("same,e1"); // So it's on top...
3056    
3057 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3057 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3058    leg->AddEntry(hJZBpos,"Observed","pe");
3059    leg->AddEntry(hJZBneg,"Predicted","l");
3060    leg->Draw("same");
3061    DrawMCPrelim(simulatedlumi);
3062 <  CompleteSave(zcan,"Systematics/zjets_prediction");
3062 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
3063    
3064    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3065    hratio->Divide(hJZBneg);
3066    
3067 <  zcan->SetLogy(0);
3067 >  for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3068 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3069 >  }
3070 >  
3071 > //  zcan->SetLogy(0);
3072    hratio->GetYaxis()->SetRangeUser(0,2.5);
3073    hratio->GetYaxis()->SetTitle("Observed/Predicted");
3074    hratio->Draw("e1");
3075    
3076 <  TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3077 <  TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3078 <  TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3076 >  TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3077 >  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3078 >  TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3079    
3080  
3081 +  cout << __LINE__ << endl;
3082    top->SetLineColor(kBlue);top->SetLineStyle(2);
3083    bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
3084    center->SetLineColor(kBlue);
# Line 2307 | Line 3087 | void zjets_prediction_comparison() {
3087    center->Draw("same");
3088    bottom->Draw("same");
3089    
3090 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3090 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3091    leg2->AddEntry(hratio,"obs / pred","pe");
3092    leg2->AddEntry(bottom,"syst. envelope","l");
3093    leg2->Draw("same");
3094    DrawMCPrelim(simulatedlumi);
3095 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3095 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
3096 >  
3097 >  TCut reducedNJets(cutnJets);
3098 >  
3099 >  TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3100 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3101 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3102 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3103 >
3104 >  cout << __LINE__ << endl;
3105 >  TH1F *RcorrJZBSBem;
3106 >  TH1F *LcorrJZBSBem;
3107 >  TH1F *RcorrJZBSBeemm;
3108 >  TH1F *LcorrJZBSBeemm;
3109 >
3110 >  cout << __LINE__ << endl;
3111 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3112 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3113 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3114 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3115 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
3116 >  }
3117 >  
3118 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3119 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3120 >    Bpred->Add(RcorrJZBem,1.0/3.);
3121 >    Bpred->Add(LcorrJZBem,-1.0/3.);
3122 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
3123 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
3124 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3125 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3126 >  } else {
3127 >    Bpred->Add(RcorrJZBem,1.0);
3128 >    Bpred->Add(LcorrJZBem,-1.0);
3129 >  }
3130 >  
3131 >  Bpred->SetLineColor(kRed);
3132 >
3133 >  cout << __LINE__ << endl;
3134 >  TAUhJZBpos->SetLineColor(kBlack);
3135 >  Bpred->SetLineColor(kRed);
3136 >  
3137 >  TAUhJZBpos->SetMinimum(1.0);
3138 >  TAUhJZBpos->Draw("e1");
3139 >  Bpred->Draw("same,hist");
3140 >  TAUhJZBpos->Draw("same,e1");
3141 >  
3142 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3143 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3144 >  TAUleg->AddEntry(Bpred,"Predicted","l");
3145 >  TAUleg->Draw("same");
3146 >  DrawMCPrelim(simulatedlumi);
3147 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
3148 >  
3149 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3150 >  TAUhratio->Divide(Bpred);
3151 >  
3152 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3153 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3154 >  }
3155 >  
3156 >  zcan->SetLogy(0);
3157 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3158 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3159 >  TAUhratio->Draw("e1");
3160 >  
3161 >  top->Draw("same");
3162 >  center->Draw("same");
3163 >  bottom->Draw("same");
3164 >  
3165 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3166 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3167 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
3168 >  TAUleg2->Draw("same");
3169 >  DrawMCPrelim(simulatedlumi);
3170 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
3171 >  
3172 >  delete Bpred;
3173 >  delete TAUhJZBpos;
3174 >  delete LcorrJZBeemm;
3175 >  delete RcorrJZBem;
3176 >  delete LcorrJZBem;
3177 >  delete hJZBpos;
3178 >  delete hJZBneg;
3179 >  
3180 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3181 >    delete RcorrJZBSBem;
3182 >    delete LcorrJZBSBem;
3183 >    delete RcorrJZBSBeemm;
3184 >    delete LcorrJZBSBeemm;
3185 >  }
3186 >  
3187    
3188    delete zcan;
3189    cutWeight=weightbackup;
3190  
3191 +  cout << __LINE__ << endl;
3192   }
3193  
3194  
3195 <
3195 > void zjets_prediction_comparison(string mcjzbWithPUa) {
3196 >  zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
3197 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
3198 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
3199 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
3200 > }
3201 >  
3202   void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
3203    tout << endl << endl;
3204    stringstream bordercut;
# Line 2338 | Line 3216 | void sideband_assessment(string datajzb,
3216    tout << "\\begin{tabular}{l|cc}" << endl;
3217    tout << "\\hline" << endl;
3218    tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3219 <  tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3219 >  tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3220    tout << "\\end{tabular}" << endl;
3221    tout << "\\end{center}" << endl;
3222    tout << "\\end{table}" << endl;
# Line 2356 | Line 3234 | void make_table(samplecollection &coll,
3234    
3235    TCanvas *cannie = new TCanvas("cannie","cannie");
3236    
3237 <  for(int icut=0;icut<jzb_cuts.size();icut++) {
3237 >  for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3238      float currcut=jzb_cuts[icut];
3239      int nbins=1;float low=currcut;
3240      vector<int> mysample;
# Line 2371 | Line 3249 | void make_table(samplecollection &coll,
3249      TH1F *RcorrJZBSBeemm;
3250      TH1F *LcorrJZBSBeemm;
3251      
3252 <    if(PlottingSetup::RestrictToMassPeak) {
3252 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3253        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3254        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3255        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2379 | Line 3257 | void make_table(samplecollection &coll,
3257      }
3258      
3259      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3260 <    if(PlottingSetup::RestrictToMassPeak) {
3260 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3261        Bpred->Add(RcorrJZBem,1.0/3.);
3262        Bpred->Add(LcorrJZBem,-1.0/3.);
3263        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2415 | Line 3293 | void make_table(samplecollection &coll,
3293    //prediction part
3294    if(is_data) cout << "Data prediction & ";
3295    if(subselection!="none") cout << subselection << " prediction &";
3296 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3296 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3297    
3298    cout << endl;
3299    //observation part
3300    if(is_data) cout << "Data observation & ";
3301    if(subselection!="none") cout << subselection << " observation &";
3302 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3302 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3303    cout << endl;
3304    cout << "_________________________________________________________________" << endl;
3305    delete cannie;
# Line 2456 | Line 3334 | void JZBSelEff(string mcjzb, TTree* even
3334    int nbins = sizeof(xbins)/sizeof(float)-1;
3335    int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3336  
3337 <  TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3338 <  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3339 <  TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3337 >  
3338 >  TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3339 >  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3340 >  TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3341  
3342    TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3343    TCut kreco(cutmass);
# Line 2474 | Line 3353 | void JZBSelEff(string mcjzb, TTree* even
3353    TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3354    can->SetGridx(1);
3355    can->SetGridy(1);
3356 +  can->SetLeftMargin(0.16);
3357 +  can->SetRightMargin(0.05);
3358    TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3359 +  leg->SetBorderSize(1);
3360 +  leg->SetLineColor(kBlack);
3361 +  leg->SetTextFont(62);
3362  
3363 <  
2480 <
2481 <  for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3363 >  for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3364  
3365      ostringstream selection;
3366      selection << mcjzb << ">" << jzb_bins[icut];
# Line 2494 | Line 3376 | void JZBSelEff(string mcjzb, TTree* even
3376      }
3377    
3378      heff->GetXaxis()->SetRangeUser(min, max);
3379 + //    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3380 + //    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3381 + //    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3382 + //    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3383      heff->SetMarkerStyle(markers[icut]);
3384      heff->Fit("func","Q+","same");
3385  
# Line 2505 | Line 3391 | void JZBSelEff(string mcjzb, TTree* even
3391  
3392      // Store plot
3393      TH1F* h = (TH1F*)heff->Clone(hname);
3394 +    h->SetNdivisions(505,"X");
3395      if ( icut) h->Draw("same");
3396      else h->Draw();
3397      char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
# Line 2525 | Line 3412 | void JZBSelEff(string mcjzb, TTree* even
3412   // Calls the above function for each signal sample
3413   void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3414   {  
3415 <  for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3415 >  for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3416      dout << "JZB selection efficiency curve: " << std::endl;
3417      JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3418    }
# Line 2568 | Line 3455 | void qcd_plots(string datajzb, string mc
3455    TH1F *RcorrJZBSBeemm;
3456    TH1F *LcorrJZBSBeemm;
3457    
3458 <  TH1F *RcorrJZBeemmNoS;
3458 > //  TH1F *RcorrJZBeemmNoS;
3459  
3460      //these are for the ratio
3461    TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2581 | Line 3468 | void qcd_plots(string datajzb, string mc
3468    TH1F *JRcorrJZBSBeemm;
3469    TH1F *JLcorrJZBSBeemm;
3470    
3471 <  if(PlottingSetup::RestrictToMassPeak) {
3471 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3472      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3473      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3474      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2602 | Line 3489 | void qcd_plots(string datajzb, string mc
3489      
3490    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3491    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3492 <  if(PlottingSetup::RestrictToMassPeak) {
3492 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3493      Bpred->Add(RcorrJZBem,1.0/3.);
3494      Bpred->Add(LcorrJZBem,-1.0/3.);
3495      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2652 | Line 3539 | void qcd_plots(string datajzb, string mc
3539    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3540    string ytitle("ratio");
3541    if ( use_data==1 ) ytitle = "data/pred";
3542 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3542 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3543    
3544    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3545    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 2672 | Line 3559 | void qcd_plots(string datajzb, string mc
3559    dout << "______________________________________________" << endl;
3560    dout << "How QCD shows up in the different regions: " << endl;
3561    dout << "OSSF: " << endl;
3562 <  if(PlottingSetup::RestrictToMassPeak) {
3562 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3563      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3564      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3565    } else {
3566      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3567    }
3568    dout << "OSOF: " << endl;
3569 <  if(PlottingSetup::RestrictToMassPeak) {
3569 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3570      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3571      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3572    } else {
3573      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3574    }
3575    dout << "Therefore: " << endl;
3576 <  if(PlottingSetup::RestrictToMassPeak) {
3576 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3577      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3578      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3579      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 2699 | Line 3586 | void qcd_plots(string datajzb, string mc
3586    dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3587    
3588    dout << endl;
3589 <  for(int i=0;i<bins.size();i++) {
3589 >  for(int i=0;i<(int)bins.size();i++) {
3590      dout << " JZB > " << bins[i] << " : " << endl;
3591      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3592 <    if(PlottingSetup::RestrictToMassPeak) {
3592 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3593          dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + (1.0/3)*(RcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBSBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX())) << endl;
3594      } else {
3595          dout << "    Prediction increases by : " << LcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) + RcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) - LcorrJZBem->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
# Line 2716 | Line 3603 | void qcd_plots(string datajzb, string mc
3603    if(LcorrJZBem) delete LcorrJZBem;
3604    if(RcorrJZBeemm) delete RcorrJZBeemm;
3605    if(LcorrJZBeemm) delete LcorrJZBeemm;
3606 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3607 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3608 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3609 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3606 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3607 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3608 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3609 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3610   }
3611  
3612   void check_ptsanity() {
# Line 2747 | Line 3634 | void check_ptsanity() {
3634    leg->SetY2(1.0);
3635    
3636    
3637 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
3637 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3638      string nowname=(allsamples.collection)[isample].filename;
3639      cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3640      individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
# Line 2771 | Line 3658 | void check_ptsanity() {
3658    ptsancan->cd(2);
3659    fpt2->Draw();
3660  
3661 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
3661 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3662      ptsancan->cd(1);
3663      individualpt1histos[isample]->DrawNormalized("same,histo");
3664      ptsancan->cd(2);
# Line 2784 | Line 3671 | void check_ptsanity() {
3671    delete ptsancan;
3672   }
3673  
3674 + void do_mlls_plot(string mcjzb) {
3675 +  cout << "At this point we'd plot the mll distribution" << endl;
3676 +  TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3677 +  for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3678 +    if(!(signalsamples.collection)[isig].events) continue;
3679 +    string nowname=(signalsamples.collection)[isig].filename;
3680 +    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
3681 + //    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
3682 +    mll->SetLineColor(TColor::GetColor("#04B404"));
3683 +    stringstream poscutS;
3684 +    poscutS << "((" << mcjzb <<")>50)";
3685 +    TCut poscut(poscutS.str().c_str());
3686 +    TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
3687 +    mllP->SetLineColor(TColor::GetColor("#0040FF"));
3688 +    mll->Draw("histo");
3689 +    mllP->Draw("histo,same");
3690 +    TLegend *leg = make_legend();
3691 +    leg->SetY1(0.8);
3692 +    leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
3693 +    leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
3694 +    leg->Draw();
3695 +    TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
3696 +    TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
3697 +    lin->Draw("same");
3698 +    lin2->Draw("same");
3699 +    
3700 +    CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
3701 +    delete mll;
3702 +    delete mllP;
3703 +  }
3704 + }
3705 +
3706 + void met_vs_jzb_plots(string datajzb, string mcjzb) {
3707 +  
3708 +  TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3709 +  canmetjzb->SetRightMargin(0.16);
3710 +  
3711 +  vector<string> findme;
3712 +  findme.push_back("DY");
3713 +  findme.push_back("TTJets");
3714 +  findme.push_back("LM");
3715 +  /*
3716 +  for(int ifind=0;ifind<(int)findme.size();ifind++) {
3717 +    vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3718 +    TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3719 +    for(int isel=0;isel<(int)selsamples.size();isel++) {
3720 +      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3721 +      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3722 +    }
3723 +    metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3724 +    metvsjzb->SetStats(0);
3725 +    metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3726 +    metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3727 +    metvsjzb->GetXaxis()->CenterTitle();
3728 +    metvsjzb->GetYaxis()->CenterTitle();
3729 +    metvsjzb->Draw("COLZ");
3730 +    TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3731 +    title->SetTextAlign(12);
3732 +    title->Draw();
3733 +    CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3734 +  }
3735 +  */
3736 +  
3737 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
3738 +  
3739 +  int nbins=14;
3740 +  float low=0;
3741 +  float high=140;
3742 +  
3743 +  stringstream sLEFT;
3744 +  sLEFT << "((" << mcjzb << ")<0)";
3745 +  TCut LEFT(sLEFT.str().c_str());
3746 +  stringstream sRIGHT;
3747 +  sRIGHT << "((" << mcjzb << ")>0)";
3748 +  TCut RIGHT(sRIGHT.str().c_str());
3749 +  
3750 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3751 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3752 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3753 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3754 +  
3755 +  
3756 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3757 +  Bpred->Add(metleftO,-1);
3758 +  Bpred->Add(metrightO);
3759 +  TH1F *obs = (TH1F*)metright->Clone("obs");
3760 +  
3761 +  metleft->Add(metleftO,-1);
3762 +  metright->Add(metrightO,-1);
3763 +  
3764 +  metleft->SetLineColor(kRed);
3765 +  metright->SetLineColor(kBlack);
3766 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3767 +  metpad->cd();
3768 +  metpad->SetLogy(1);
3769 +  metleft->Draw("histo");
3770 +  metright->Draw("same");
3771 +  TLegend *lg = make_legend();
3772 +  lg->SetX1(0.5);
3773 +  lg->SetY1(0.7);
3774 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3775 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3776 +  lg->SetHeader("DY");
3777 +  
3778 +  lg->Draw();
3779 +  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3780 +  
3781 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3782 +  metpad3->cd();
3783 +  metpad3->SetLogy(1);
3784 +  Bpred->SetLineColor(kRed);
3785 +  Bpred->Draw("histo");
3786 +  obs->SetLineColor(kBlack);
3787 +  obs->Draw("same");
3788 +  TLegend *lg2 = make_legend();
3789 +  lg2->SetX1(0.5);
3790 +  lg2->SetY1(0.7);
3791 +  lg2->AddEntry(obs,"observed","P");
3792 +  lg2->AddEntry(Bpred,"predicted","L");
3793 +  lg2->SetHeader("DY");
3794 +
3795 +  lg2->Draw();
3796 +  
3797 +  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3798 +  
3799 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3800 +  metpad2->cd();
3801 +  metpad2->SetLogy(1);
3802 +  
3803 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3804 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3805 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3806 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3807 +  
3808 +  metlefta->Add(metleftOa,-1);
3809 +  metrighta->Add(metrightOa,-1);
3810 +  
3811 +  metlefta->SetLineColor(kRed);
3812 +  metpad2->cd();
3813 +  metlefta->Draw("histo");
3814 +  metrighta->Draw("same");
3815 +  lg->Draw();
3816 +  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3817 +  
3818 +  delete Bpred;
3819 +  delete obs;
3820 +  
3821 +  float newhigh=300;
3822 +  int newNBins=30;
3823 +  
3824 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3825 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3826 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3827 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3828 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3829 +  
3830 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3831 +  aBpred->Add(AmetleftO,-1);
3832 +  aBpred->Add(AmetrightO);
3833 +  aBpred->SetLineColor(kRed);
3834 +  
3835 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3836 +  metpad4->cd();
3837 +  metpad4->SetLogy(1);
3838 +  aobs->Draw();
3839 +  aBpred->Draw("histo,same");
3840 +  aobs->Draw("same");
3841 +  lg->SetHeader("All MC");
3842 +  lg->Draw();
3843 +  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3844 +  
3845 +  
3846 +  delete lg;
3847 +  delete canmetjzb;
3848 +  delete metleft;
3849 +  delete metleftO;
3850 +  delete metright;
3851 +  delete metrightO;
3852 + }
3853 +    
3854 +
3855   void test() {
3856    
3857    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3858    testcanv->cd();
3859 <  switch_overunderflow(true);
3859 > //  switch_overunderflow(true);
3860    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3861    switch_overunderflow(false);
3862    ptdistr->Draw();

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