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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.10 by buchmann, Fri Mar 30 07:05:45 2012 UTC vs.
Revision 1.65 by buchmann, Thu Sep 13 09:44:16 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 +  switch_overunderflow(false);
93 +  
94 +  TCut SpecialCut("mll>=0");
95 +  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
96 +  
97 +  bool DoInvidualeemmPeaks=false;
98 +  
99 +  float mcpeak, datapeak;
100 +  float mcpeakerr, datapeakerr;
101 +  
102 +  float mceepeak,mcmmpeak;
103 +  float mceepeakerr,mcmmpeakerr;
104 +  
105 +  float datammpeak,dataeepeak;
106 +  float datammpeakerr,dataeepeakerr;
107 +  
108 +  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
109 +  
110 +  dout << "Finding global peak : " << endl;
111 +  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
112 +  
113 +  if(DoInvidualeemmPeaks) {
114 +    dout << "Finding peak for electrons : " << endl;
115 +    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
116 +    dout << "Finding peak for muons : " << endl;
117 +    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
118 +    
119 +    datajzb << "(" << jzbvariabledata;
120 +    mcjzb << "(" << jzbvariablemc;
121 +    
122 +    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
123 +    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
124 +    
125 +    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
126 +    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
127 +    
128 +    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
129 +    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
130 +    
131 +    datajzb << ")";
132 +    
133 +    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
134 +    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
135 +    
136 +    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
137 +    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
138 +    
139 +    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
140 +    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141 +    
142 +    mcjzb << ")";
143 +    
144 +  } else {
145 +    datajzb << "(" << jzbvariabledata;
146 +      mcjzb << "(" << jzbvariablemc;
147 +    
148 +    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
149 +    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
150 +    
151 +    datajzb << ")";
152 +    
153 +    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
154 +    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
155 +    
156 +    mcjzb << ")";
157 +  }
158 +  
159 +    MCPeak=mcpeak;
160 +    MCPeakError=mcpeakerr;
161 +    DataPeak=datapeak;
162 +    DataPeakError=datapeakerr;
163 +    
164 + }
165 +
166 + void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
167 +  float min=70.0;
168 +  float max=115.0;
169 +  if(!PlottingSetup::RestrictToMassPeak) {
170 +    min=20;
171 +    max=300;
172 +  }
173 +  int nbins=int((max-min)/binWidth);
174 +  
175 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
176 +  
177 +  stringstream largerzeroS;
178 +  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
179 +  TCut largerzeroD(largerzeroS.str().c_str());
180 +  
181 +  stringstream smallerzeroS;
182 +  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
183 +  TCut smallerzeroD(smallerzeroS.str().c_str());
184 +
185 +
186 +  stringstream largerzeroMS;
187 +  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
188 +  TCut largerzeroM(largerzeroMS.str().c_str());
189 +  
190 +  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
191 +  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
192 +  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
193 +  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
194 +  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
195 +
196 +  TH1F *RcorrJZBSBem;
197 +  TH1F *LcorrJZBSBem;
198 +  TH1F *RcorrJZBSBeemm;
199 +  TH1F *LcorrJZBSBeemm;
200 +  
201 + //  TH1F *RcorrJZBeemmNoS;
202 +
203 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
204 +    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
205 +    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
206 +    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
207 +    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
208 +  }
209 +  
210 +  // Separate predictions
211 +  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
212 +  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
213 +  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
214 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
215 +    OFP->Scale(1.0/3.0);
216 +    OFP->Add(RcorrJZBSBem,1.0/3.);
217 +    OFP->Add(RcorrJZBSBeemm,1.0/3.);
218 +    OFN->Scale(1.0/3.0);
219 +    OFN->Add(LcorrJZBSBem,1.0/3.);
220 +    OFN->Add(LcorrJZBSBeemm,1.0/3.);
221 +  }
222 +
223 +  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
224 +  Bpred->Add(OFP);
225 +  Bpred->Add(OFN,-1);
226 +  Bpred->SetLineColor(kRed);
227 +  
228 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
229 +  RcorrJZBeemm->Draw();
230 +  mcRcorrJZBeemm.Draw("same");
231 +  Bpred->Draw("histo,same");
232 +  RcorrJZBeemm->Draw("same");
233 +  
234 +  TLegend *leg = allsamples.allbglegend();
235 +  leg->SetX1(0.58);
236 +  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
237 +  leg->AddEntry(Bpred,"predicted (data)","l");
238 +  leg->Draw("same");
239 +  
240 +  stringstream saveas;
241 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
242 +  CompleteSave(ckin,saveas.str());
243 +  
244 +  // Draw all predictions overlayed
245 +  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
246 +  SFN->SetLineColor(kGreen+2);
247 +  SFN->SetLineStyle(2);
248 +  SFN->SetLineWidth(w);
249 +  OFP->SetLineColor(kBlue+2);
250 +  OFP->SetLineStyle(2);
251 +  OFP->SetLineWidth(w);
252 +  OFN->SetLineColor(kMagenta+2);
253 +  OFN->SetLineStyle(3);
254 +  OFN->SetLineWidth(w);
255 +  
256 +  RcorrJZBeemm->Draw();
257 +  SFN->Draw("histo,same");
258 +  OFP->Draw("histo,same");
259 +  OFN->Draw("histo,same");
260 +  Bpred->Draw("histo,same");
261 +  RcorrJZBeemm->Draw("same");
262 +  
263 +  TLegend *leg2 = make_legend("",0.52,0.7);
264 +  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
265 +  leg2->AddEntry(Bpred,"predicted (data)","l");
266 +  leg2->AddEntry(SFN,  "  SF JZB<0","l");
267 +  leg2->AddEntry(OFN,  "  OF JZB<0","l");
268 +  leg2->AddEntry(OFP,  "  OF JZB>0","l");
269 +  leg2->Draw("same");
270 +  
271 +  saveas.str("");
272 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
273 +  CompleteSave(ckin,saveas.str());
274 +  
275 +  delete RcorrJZBeemm;
276 +  delete LcorrJZBeemm;
277 +  delete RcorrJZBem;
278 +  delete LcorrJZBem;
279 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
280 +    delete RcorrJZBSBeemm;
281 +    delete LcorrJZBSBeemm;
282 +    delete RcorrJZBSBem;
283 +    delete LcorrJZBSBem;
284 +  }
285 +  delete Bpred;
286 +  delete ckin;
287 + }
288 +
289   void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
290    
291    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
# Line 106 | Line 320 | void make_special_mll_plot(int nbins, fl
320    TIter next(bgleg->GetListOfPrimitives());
321    TObject* obj;
322    // Copy the nice bkgd legend skipping the "data"
323 <  while ( obj = next() )
323 >  while ( (obj = next()) )
324      if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
325        kinleg->GetListOfPrimitives()->Add(obj);
326  
# Line 125 | Line 339 | void draw_ratio_plot(TH1* hdata, THStack
339    TIter next(hmc.GetHists());
340    TObject* obj;
341    TH1* hratio = NULL;
342 <  while ( obj = next() ) {
342 >  while ( (obj = next()) ) {
343      if ( !hratio ) {
344        hratio = (TH1*)obj->Clone();
345        hratio->SetName("hratio");
# Line 156 | Line 370 | void draw_ratio_plot(TH1* hdata, THStack
370    oneline->Draw("same");
371   }
372  
373 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
374 +                        string xlabel, string filename, float legendPosition=0.55) {
375 +
376 +  TCut ibasiccut=basiccut;
377 +  bool draw_separation_lines=false;
378 +
379 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
380 +
381 +  TCut cutSF;
382 +  TCut cutOF;
383 +
384 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
385 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
386 +
387 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
388 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
389 +  rcan->SetLogy(logscale);
390 +  rcan->cd();
391 +
392 +  std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
393 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
394 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
395 + //   string signal("LM3");
396 + //   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
397 + //   int idx = signalsamples.FindSample(signal)[0];
398 + //   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
399 + //   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
400 + //   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
401 + //   signalhisto->SetLineStyle(2);
402 +  datahistoSF->SetMarkerSize(DataMarkerSize);
403 +  datahistoOF->SetLineColor(kRed);
404 +
405 +  if ( !logscale ) {
406 +    datahistoSF->SetMinimum(0); // Defaults
407 +  } else {
408 +    datahistoSF->SetMinimum(0.5);
409 +  }
410 +  if (ymax<0) {
411 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
412 +    else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
413 +  } else {
414 +    datahistoSF->SetMaximum(ymax);
415 +  }
416 +
417 +  float ymaxSet = datahistoSF->GetMaximum();
418 +
419 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
420 +  datahistoSF->GetYaxis()->SetTitle("Events");
421 +  datahistoSF->GetXaxis()->CenterTitle();
422 +  datahistoSF->GetYaxis()->CenterTitle();
423 +
424 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
425 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
426 +  if (datahistoOF->Integral()>0) {
427 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
428 +  } else {
429 +    mleg->AddEntry((TObject*)0, "", "");
430 +  }
431 +  //mleg->AddEntry(signalhisto, "LM3", "L");
432 +
433 +  datahistoSF->Draw("E1");
434 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
435 +  //signalhisto->Draw("HIST,SAMES");
436 +  mleg->Draw();
437 +  DrawPrelim();
438 +  if (datahistoOF->Integral()>0) {
439 +    save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
440 +  } else {
441 +    CompleteSave(rcan, "SFOF/" + filename);
442 +    delete rcan;
443 +  }
444 +
445 +  datahistoSF->Delete();
446 +  datahistoOF->Delete();
447 +  //signalhisto->Delete();
448 +  delete mleg;
449 +  delete ckin;
450 +
451 +  return ymaxSet;
452 +
453 + }
454 +
455 + // Compare data to data
456 + float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
457 +                                string xlabel, string filename, float legendPosition=0.55) {
458 +
459 +  TCut ibasiccut=basiccut&&cut;
460 +
461 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
462 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
463 +  rcan->SetLogy(logscale);
464 +  rcan->cd();
465 +
466 +  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
467 +
468 +  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
469 +  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
470 +
471 +  data1->SetMarkerSize(DataMarkerSize);
472 +  data2->SetLineColor(kRed);
473 +
474 +  if ( !logscale ) {
475 +    data1->SetMinimum(0); // Defaults
476 +  } else {
477 +    data1->SetMinimum(0.5);
478 +  }
479 +  if (ymax<0) {
480 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
481 +    else data1->SetMaximum(1.5*data1->GetMaximum());
482 +  } else {
483 +    data1->SetMaximum(ymax);
484 +  }
485 +
486 +  float ymaxSet = data1->GetMaximum();
487 +
488 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
489 +  data1->GetYaxis()->SetTitle("Events");
490 +  data1->GetXaxis()->CenterTitle();
491 +  data1->GetYaxis()->CenterTitle();
492 +
493 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
494 +  mleg->AddEntry(data1, "New 3.8/fb", "PL");
495 +  mleg->AddEntry(data2, "Old 5.1/fb", "L");
496 +
497 +  data1->Draw("E1");
498 +  data2->Draw("HIST,SAMES");
499 +  mleg->Draw();
500 +  DrawPrelim();
501 +  save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
502 +
503 +  data1->Delete();
504 +  data2->Delete();
505 +  delete mleg;
506 +  delete ckin;
507 +
508 + }
509 +
510 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
511 +                     string xlabel, string filename, float legendPosition=0.55) {
512 +
513 +  string mllcuts[] = { "mll>15","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
514 +  string mllcutname[] = { "m_{ll} > 15 GeV", "15 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
515 +  string plotname[] = {"_all","_low","_peak","_high"};
516 +  float ymax;
517 +
518 +  int start = 0;
519 +  if ( !PlottingSetup::openBox ) start = 3;
520 +
521 +  for ( int i=start; i<4; ++i ) {
522 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
523 +    if ( i==start ) {
524 +      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
525 +                         filename+plotname[i], legendPosition );
526 +    } else {
527 +      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
528 +                         filename+plotname[i], legendPosition );
529 +    }
530 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
531 +                       filename+plotname[i]+"_mm", legendPosition );
532 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533 +                       filename+plotname[i]+"_ee", legendPosition );
534 +  }
535 +
536 + }
537 +
538 +
539   float lastrange_min=0;
540   float lastrange_max=0;
541  
# Line 185 | Line 565 | void make_kin_plot(string variable, stri
565    //Step 2: Refine the cut
566    TCut cut;
567    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
568 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
568 >  if(filename=="nJets" || filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
569 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
570    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
571    if(filename=="mll") {
572          cut=cutOSSF&&cutnJets&&ibasiccut;
573          draw_separation_lines=true;
574    }
575    if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
576 +  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
577    if(filename=="mll_osof") {
578          cut=cutOSOF&&cutnJets&&ibasiccut;
579          draw_separation_lines=true;
580    }
581 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
582 <  if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
583 <  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
584 <  if(filename=="mll_inclusive_osof") cut=cutOSOF;
585 <  if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
586 <  if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
581 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
582 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
583 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
584 >  if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
585 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
586 >  if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
587 >  if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
588 >  if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
589    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
590    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
591 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
592  
593    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
594    ckin->SetLogy(logscale);
595    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
596    datahisto->SetMarkerSize(DataMarkerSize);
597 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
597 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
598 >  else datahisto->SetMinimum(0.5);
599 >  // Custom max.
600 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
601    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
602    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
603 <  if(filename=="mll_inclusive") datahisto->SetMinimum(1);
603 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
604    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
605    if(filename=="mll_osof") datahisto->SetMinimum(9);
606 +  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
607 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
608  
609 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
220 <  datahisto->Draw("e1");
221 <  ckin->Update();
609 >  cout << "******** Cut used : " << (const char*) cut << endl;
610    if(loadlastminmax) {
611          datahisto->SetMinimum(lastrange_min);
612          datahisto->SetMaximum(lastrange_max);
# Line 228 | Line 616 | void make_kin_plot(string variable, stri
616          }              
617    }
618  
619 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
620 +  string signal("LM3");
621 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
622 +  int idx = signalsamples.FindSample(signal)[0];
623 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
624 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
625 +  signalhisto->SetLineColor(kOrange);
626 +
627 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
628 +  datahisto->Draw("e1");
629 +  ckin->Update();
630    mcstack.Draw("same");
631 +  
632    datahisto->Draw("same,e1");
633    TLegend *kinleg = allsamples.allbglegend();
634    kinleg->Draw();
# Line 271 | Line 671 | void make_kin_plot(string variable, stri
671          kinpad->SetLogy(logscale);
672          datahisto->Draw("e1");
673          mcstack.Draw("same");
674 +        signalhisto->Draw("same");
675          datahisto->Draw("same,e1");
676          datahisto->Draw("same,axis");
677          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 278 | Line 679 | void make_kin_plot(string variable, stri
679            upperboundary->Draw("same");
680          }
681            
682 +        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
683          kinleg->Draw();
684          write_cut->Draw();
685          DrawPrelim();
# Line 295 | Line 697 | void make_kin_plot(string variable, stri
697    delete ckin;
698   }
699  
700 <
299 < void make_JES_plot() {
700 > void make_JES_plot(TCut cut, string name) {
701  
702    int nbins=10;
703    float min=-0.5;
704    float max = 9.5;
705    bool logscale=true;
706    string xlabel="nJets";
306 –  TCut cut=cutmass&&cutOSSF&&basiccut;
707  
708    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
709    ckin->SetLogy(logscale);
710 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
710 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
711    datahisto->SetMarkerSize(DataMarkerSize);
712 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
713 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
714 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
712 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
713 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
714 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715  
716    datahisto->SetMinimum(1);
717    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 336 | Line 736 | void make_JES_plot() {
736    TLegend *kinleg = allsamples.allbglegend();
737    kinleg->AddEntry(JESunc,"JES uncertainty","f");
738    kinleg->Draw();
739 <  CompleteSave(ckin,"Systematics/JES");
739 >  CompleteSave(ckin,"Systematics/JES"+name);
740    datahisto->Delete();
741    delete ckin;
742  
# Line 344 | Line 744 | void make_JES_plot() {
744  
745   void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
746   {
747 +  switch_overunderflow(true);
748    bool dolog=true;
749    bool nolog=false;
750 +
751 +  bool doOFSF = true;
752 +  bool doKin  = true;
753 +  bool doDataComp = true;
754 +  
755 +
756    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
757 <  float mll_low=40;
757 >  float mll_low=50;
758    float mll_hi=160;
759    if(!PlottingSetup::RestrictToMassPeak) {
760 <        mll_low=30;
761 <        mll_hi=180;
760 >        mll_low=20;
761 >        mll_hi=320;
762    }
763 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
764 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
765 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
766 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
767 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
768 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
769 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
770 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
771 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
772 <  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
773 <  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
774 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
775 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
776 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
777 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
778 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
779 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
780 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
781 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
782 <  stringstream jzbcut;
783 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
784 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
763 >
764 >  if ( doOFSF ) {
765 >    make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
766 >
767 >    make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
768 >    make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
769 >    make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
770 >
771 >    make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
772 >    make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
773 >
774 >    make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
775 >    make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
776 >    //  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
777 >    //  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
778 >    make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
779 >    make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
780 >    //  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
781 >    //  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
782 >    //  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
783 >    make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
784 >    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
785 >    //  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
786 >    //  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
787 >    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");
788 >    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");
789 >    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");
790 >    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");
791 >  }
792 >
793 >  if ( doDataComp && !PlottingSetup::openBox ) {
794 >    TCut mllCut("");
795 >    float massmin = 15.;
796 >    float massmax = 315;
797 >    int massnbins = 60;
798 >    if ( !PlottingSetup::openBox ) {
799 >      mllCut = "mll>120";
800 >      massmin = 120;
801 >      massmax = 360;
802 >      massnbins = 14;
803 >    }
804 >
805 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
806 >    make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
807 >    make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
808 >
809 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
810 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
811 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
812 >
813 >    make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
814 >    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");
815 >    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");
816 >
817 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
818 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
819 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
820 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
821 >  }
822 >
823 >
824 >  if ( doKin ) {
825 >    string mllCut("");
826 >    if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
827 >
828 >    // Plots in signal region
829 >    make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
830 >    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",doPF,true);
831 >    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",doPF,true,true);
832 >    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",doPF,true);
833 >    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",doPF,true);
834 >    
835 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
836 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
837 >
838 >    // Further inclusive invariant mass plots
839 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
840 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
841 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
842 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
843 >    
844 >    //make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
845 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
846 >    
847 >    //make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
848 >    //make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
849 >    
850 >    // Number of jets
851 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
852 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
853 >    //make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
854 >    
855 >    // Others
856 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
857 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
858 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
859 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
860 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
861 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
862 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
863 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
864 >    //   stringstream jzbcut;
865 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
866 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
867 >    //   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);
868 >    //   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);
869 >    //   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);
870 >    //   stringstream jzbcut2;
871 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
872 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
873 >    //   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);
874 >    //   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);
875 >    //   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);
876 >    //   stringstream jzbcut3;
877 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
878 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
879 >    //   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);
880 >    //   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);  
881 >    //   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);  
882 >    
883 >    //   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);
884 >    //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);
885 >    //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);
886 >  }
887 >    
888 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
889 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
890 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
891 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
892 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
893 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
894 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
895 >
896 > //   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
897 > //   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
898 >
899 >  switch_overunderflow(false);
900   }
901  
902   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
903                       int nbins, float xmin, float xmax, bool log,
904                       float ymin=0, float ymax=0, bool leftJustified=false ) {
905 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
905 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
906  
907    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
908    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__));
909 <  if(var=="numVtx") cutWeight=TCut("1.0");
909 >  //if(var=="numVtx") cutWeight=TCut("1.0");
910    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
911    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
912  
913    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
914    int nRegions=4;
915 <  if(!PlottingSetup::RestrictToMassPeak) {
915 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
916      nRegions=2;
917    }
918    
# Line 408 | Line 930 | void make_comp_plot( string var, string
930        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
931        ccomp->SetLogy(log);
932        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
933 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
933 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
934        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
935        datahisto->SetMarkerSize(DataMarkerSize);
936        if (ymax>ymin) datahisto->SetMaximum(ymax);
937 <      lm4histo->SetLineStyle(2);
937 >      lm3histo->SetLineStyle(2);
938        datahisto->Draw("e1");
939        mcstack.Draw("same");
940        datahisto->Draw("same,e1");
941 < //      lm4histo->Draw("hist,same");
941 >      lm3histo->Draw("hist,same");
942        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
943        if ( leftJustified ) {
944          Float_t w = kinleg->GetX2()-kinleg->GetX1();
945          kinleg->SetX1(0.2);
946          kinleg->SetX2(0.2+w);
947        }
948 < //      kinleg->AddEntry(lm4histo,"LM4","l");
948 >      kinleg->AddEntry(lm3histo,"LM3","l");
949        kinleg->Draw();
950        TText* write_variable = write_text(0.99,0.01,var);
951        write_variable->SetTextAlign(31);
# Line 432 | Line 954 | void make_comp_plot( string var, string
954        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
955        delete datahisto;
956        delete ccomp;
957 <      delete lm4histo;
957 >      delete lm3histo;
958      }
959    cutWeight=weightbackup;
960   }
# Line 442 | Line 964 | void region_comparison_plots(string mcjz
964    dout << "Creating comparison plots for signal and control regions" << endl;
965    // Compare a few quantities in the signal region and all 7 control regions
966  
967 <  switch_overunderflow(true);  // switching overflow/underflow bins on
967 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
968      
969 <  
969 >  switch_overunderflow(true);
970      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
971 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
971 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
972      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
973      float mll_low=50;float mll_high=170;
974      if(!PlottingSetup::RestrictToMassPeak) {
975 <        mll_high=200;
976 <        mll_low=50;
975 >        mll_high=300;
976 >        mll_low=20;
977      }
978 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
978 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
979 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
980 >
981 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
982      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
983 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
983 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
984 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
985      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
986 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
986 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
987      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
988      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
989 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
990 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
991    }
992  
993    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 658 | Line 1186 | vector<TF1*> do_extended_fit_to_plot(TH1
1186   //      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)
1187    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1188    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1189 <  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);
1189 >  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);
1190  
1191  
1192    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 753 | Line 1281 | if you want to start from scratch (witho
1281    return return_functions;
1282   }
1283  
1284 < void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1284 > void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1285   {
1286 <  switch_overunderflow(true);
1286 >  
1287    bool is_data=false;
1288    bool use_signal=false;
1289    if(use_data==1) is_data=true;
1290    if(use_data==2) use_signal=true;
1291 <  int nbins=50;//100;
1292 <  if(is_data) nbins=50;
1291 >  int nbins=int(high/10);//100;
1292 >  if(is_data) nbins=int(high/10);
1293    float low=0;
1294 <  float hi=500;
1294 >  float hi=high;
1295 >  
1296 >  stringstream cutpositiveS;
1297 >  cutpositiveS << "(" << jzb << ">0)";
1298 >  TCut cutpositive(cutpositiveS.str().c_str());
1299 >  stringstream cutnegativeS;
1300 >  cutnegativeS << "(" << jzb << "<0)";
1301 >  TCut cutnegative(cutnegativeS.str().c_str());
1302    
768 –  stringstream largerzeroS;
769 –  largerzeroS << "("<<jzb<<">0)";
770 –  TCut largerzero(largerzeroS.str().c_str());
771 –  stringstream smallerzeroS;
772 –  smallerzeroS << "("<<jzb<<"<0)";
773 –  TCut smallerzero(smallerzeroS.str().c_str());
1303    
1304    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1305 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1306 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1307 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1308 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1305 >  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1306 >  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1307 >  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1308 >  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1309  
1310    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1311    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
# Line 791 | Line 1320 | void do_prediction_plot(string jzb, TCan
1320    
1321    TH1F *RcorrJZBeemmNoS;
1322  
1323 <    //these are for the ratio
1324 <  
1325 <  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1326 <  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1327 <  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
799 <  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1323 >  //these are for the ratio
1324 >  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1325 >  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1326 >  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1327 >  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1328    
1329    TH1F *JRcorrJZBSBem;
1330    TH1F *JLcorrJZBSBem;
1331    TH1F *JRcorrJZBSBeemm;
1332    TH1F *JLcorrJZBSBeemm;
1333    
1334 <  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,false);
1334 >  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);
1335  
1336    
1337 <  if(PlottingSetup::RestrictToMassPeak) {
1338 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1339 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1340 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1341 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1337 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1338 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1339 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1340 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1341 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1342      
1343      //these are for the ratio
1344 <    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1345 <    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1346 <    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,use_signal);
1347 <    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzero,is_data, luminosity,use_signal);
1344 >    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1345 >    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1346 >    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1347 >    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1348    }
1349    
1350    TH1F *lm4RcorrJZBeemm;
1351 <  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzero,is_data, luminosity,allsamples.FindSample("LM"));
1351 >  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"));
1352    
1353    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1354    
# Line 829 | Line 1357 | void do_prediction_plot(string jzb, TCan
1357      
1358    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1359    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
1360 <  if(PlottingSetup::RestrictToMassPeak) {
1360 >    
1361 >  TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1362 >  ClearHisto(BpredSys);
1363 >    
1364 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1365      Bpred->Add(RcorrJZBem,1.0/3.);
1366      Bpred->Add(LcorrJZBem,-1.0/3.);
1367      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 851 | Line 1383 | void do_prediction_plot(string jzb, TCan
1383      JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1384      JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1385      JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1386 +      
1387 +    //Systematics:
1388 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1389 +    AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1390 +    AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1391 +    AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1392 +    AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1393 +    AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1394 +    AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1395    } else {
1396      Bpred->Add(RcorrJZBem,1.0);
1397      Bpred->Add(LcorrJZBem,-1.0);
# Line 860 | Line 1401 | void do_prediction_plot(string jzb, TCan
1401      //these are for the ratio
1402      JBpred->Add(JRcorrJZBem,1.0);
1403      JBpred->Add(JLcorrJZBem,-1.0);
1404 +      
1405 +    //Systematics
1406 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1407 +    AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1408 +    AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1409 +
1410    }
1411      
1412 <  
1413 <  
1412 >  SQRT(BpredSys);
1413 >  BpredSys->Divide(JBpred);
1414 >
1415    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1416    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1417    Tpred->Add(LcorrJZBem,-1.0);
1418 <  if(PlottingSetup::RestrictToMassPeak) {
1418 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1419      Tpred->Add(RcorrJZBSBem,1.0);
1420      Tpred->Add(LcorrJZBSBem,-1.0);
1421      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 907 | Line 1455 | void do_prediction_plot(string jzb, TCan
1455    blankback->Draw();
1456    if(use_data==1)
1457    {
1458 +    //Bpred->SetLineWidth(3); //paper style.overruled.
1459 +    //lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1460      analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1461      kinpad->cd();//necessary because the extended fit function creates its own canvas
1462      RcorrJZBeemm->Draw("e1x0,same");
1463  
1464      Bpred->Draw("hist,same");
1465 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1465 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1466      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1467      lm4RcorrJZBeemm->Draw("hist,same");
1468      legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1469      legBpred->AddEntry(Bpred,"predicted","l");
1470 <    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1471 <    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1472 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1470 > //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1471 > //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1472 >    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1473      legBpred->Draw();
1474      DrawPrelim();
1475  
# Line 929 | Line 1479 | void do_prediction_plot(string jzb, TCan
1479      Bpred->SetLineWidth(2);
1480      predcomppad->cd();
1481      predcomppad->SetLogy(1);
932 –    
1482      TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
1483      TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
1484      sidebandsemu->Add(jzbnegative,-1);
# Line 948 | Line 1497 | void do_prediction_plot(string jzb, TCan
1497      Bpred->Draw("hist,same");
1498   //    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1499      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1500 < //    TH1F *lm4RcorrJZBeemmC = (TH1F*)lm4RcorrJZBeemm->Clone("lm4RcorrJZBeemmC");
952 < //    lm4RcorrJZBeemmC->SetLineColor(kOrange+1);
953 <    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
954 < //    lm4RcorrJZBeemmC->Draw("histo,same");
1500 > //    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1501      lm4RcorrJZBeemm->SetLineWidth(2);
1502 +    //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1503      lm4RcorrJZBeemm->Draw("histo,same");
1504      DrawPrelim();
1505      TLegend *speciallegBpred = make_legend("",0.45,0.55);
1506 +    //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1507      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1508      speciallegBpred->AddEntry(Bpred,"Total background","l");
1509      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1510 <    speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1510 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1511 >    else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1512   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1513      speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1514      speciallegBpred->Draw();
1515 <    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,"Bpred_Data_____PredictionComposition",true,use_data!=1,"data/pred");
1515 >    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1516      
1517      TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1518 <    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1518 >    specialcanv->SetLogy(1);
1519 > //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1520      blankback->Draw();
1521 <    kostack.Draw("same");
1521 > //    kostack.Draw("same");
1522 >    predcomposition.Draw();
1523      Bpred->Draw("hist,same");
1524 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1524 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1525      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1526      legBpred->Draw();
1527      DrawPrelim();
1528 <    CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1528 >    CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1529      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1530      
1531 +    
1532 +    //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;
1533 +    
1534      delete speciallegBpred;
1535      delete Zjetspred;
1536      delete TTbarpred;
# Line 985 | Line 1539 | void do_prediction_plot(string jzb, TCan
1539    }
1540    if(use_data==0) {
1541      RcorrJZBeemm->Draw("e1x0,same");
1542 +    //Bpred->SetLineWidth(3); // paper style. overruled.
1543      Bpred->Draw("hist,same");
1544      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1545      legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1546 <    legBpred->AddEntry(Bpred,"MC predicted","l");
1546 >    legBpred->AddEntry(Bpred,"MC predicted","l");    
1547      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1548      if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1549      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
# Line 999 | Line 1554 | void do_prediction_plot(string jzb, TCan
1554    }
1555    if(use_data==2) {
1556      RcorrJZBeemm->Draw("e1x0,same");
1557 +    //Bpred->SetLineWidth(3); // paper style. overruled.
1558      Bpred->Draw("hist,same");
1559      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1560      legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
# Line 1014 | Line 1570 | void do_prediction_plot(string jzb, TCan
1570   //      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1571      }
1572      {
1573 +      //lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1574 +      //RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1575 +      //lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1576 +      //RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1577 +      //lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1578 +      
1579        RcorrJZBeemmNoS->SetLineStyle(2);
1580        legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1581        legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
# Line 1033 | Line 1595 | void do_prediction_plot(string jzb, TCan
1595    string ytitle("ratio");
1596    if ( use_data==1 ) ytitle = "data/pred";
1597    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1598 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,false,ytitle);//not extending the y range anymore up to 4
1598 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1599  
1038 –  
1039 –  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1040 –  /// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1041 –  if(!PlottingSetup::RestrictToMassPeak) return;
1042 –  TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1043 –  Bpredem->Add(RcorrJZBem);
1044 –  Bpredem->Add(LcorrJZBem,-1);
1045 –  TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1046 –  BpredSBem->Add(RcorrJZBSBem);
1047 –  Bpred->Add(LcorrJZBSBem,-1);
1048 –  TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");  
1049 –  BpredSBeemm->Add(RcorrJZBSBeemm);
1050 –  BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1051 –  globalcanvas->cd();
1052 –  globalcanvas->SetLogy(1);
1600  
1054 –  RcorrJZBeemm->SetMarkerStyle(20);
1055 –  RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1056 –  blankback->Draw();
1057 –  RcorrJZBeemm->Draw("e1x0,same");
1058 –  RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1601    
1602 <  Bpredem->SetLineColor(kRed+1);
1603 <  Bpredem->SetStats(0);
1604 <  Bpredem->Draw("hist,same");
1605 <
1606 <  BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1607 <  BpredSBem->SetLineStyle(2);
1608 <  BpredSBem->Draw("hist,same");
1609 <
1610 <  BpredSBeemm->SetLineColor(kBlue+1);
1611 <  BpredSBeemm->SetLineStyle(3);
1612 <  BpredSBeemm->Draw("hist,same");
1613 <  RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1614 <
1615 <  TLegend *legBpredc = make_legend("",0.6,0.55);
1616 <  if(use_data==1)
1617 <  {
1618 <    legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1619 <    legBpredc->AddEntry(Bpredem,"OFZP","l");
1620 <    legBpredc->AddEntry(BpredSBem,"OFSB","l");
1621 <    legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1622 <    legBpredc->Draw();
1623 <    CompleteSave(globalcanvas,"Bpred_Data_comparison");
1624 <  }
1625 <  if(use_data==0) {
1626 <    legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1627 <    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1628 <    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1629 <    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1630 <    legBpredc->Draw();
1631 <    CompleteSave(globalcanvas,"Bpred_MC_comparison");
1632 <  }
1633 <  if(use_data==2) {
1634 <    legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1635 <    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1636 <    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1637 <    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1638 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1639 <    legBpredc->Draw();
1640 <    CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1602 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1603 >  // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1604 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1605 >    TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1606 >    Bpredem->Add(RcorrJZBem);
1607 >    Bpredem->Add(LcorrJZBem,-1);
1608 >    TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1609 >    BpredSBem->Add(RcorrJZBSBem);
1610 >    Bpred->Add(LcorrJZBSBem,-1);
1611 >    TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");  
1612 >    BpredSBeemm->Add(RcorrJZBSBeemm);
1613 >    BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1614 >    globalcanvas->cd();
1615 >    globalcanvas->SetLogy(1);
1616 >    
1617 >    RcorrJZBeemm->SetMarkerStyle(20);
1618 >    RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1619 >    blankback->Draw();
1620 >    RcorrJZBeemm->Draw("e1x0,same");
1621 >    RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1622 >    
1623 >    Bpredem->SetLineColor(kRed+1);
1624 >    Bpredem->SetStats(0);
1625 >    Bpredem->Draw("hist,same");
1626 >    
1627 >    BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1628 >    BpredSBem->SetLineStyle(2);
1629 >    BpredSBem->Draw("hist,same");
1630 >    
1631 >    BpredSBeemm->SetLineColor(kBlue+1);
1632 >    BpredSBeemm->SetLineStyle(3);
1633 >    BpredSBeemm->Draw("hist,same");
1634 >    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1635 >    
1636 >    TLegend *legBpredc = make_legend("",0.6,0.55);
1637 >    if(use_data==1)
1638 >    {
1639 >      legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1640 >      legBpredc->AddEntry(Bpredem,"OFZP","l");
1641 >      legBpredc->AddEntry(BpredSBem,"OFSB","l");
1642 >      legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1643 >      legBpredc->Draw();
1644 >      CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1645 >    }
1646 >    if(use_data==0) {
1647 >      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1648 >      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1649 >      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1650 >      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1651 >      legBpredc->Draw();
1652 >      CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1653 >    }
1654 >    if(use_data==2) {
1655 >      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1656 >      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1657 >      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1658 >      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1659 >      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1660 >      legBpredc->Draw();
1661 >      CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1662 >    }
1663    }
1664 +  
1665 +  TFile *f = new TFile("tester.root","RECREATE");
1666 +  RcorrJZBeemm->Write();
1667 +  Bpred->Write();
1668 +  f->Close();
1669 +  
1670    delete RcorrJZBeemm;
1671    delete LcorrJZBeemm;
1672    delete RcorrJZBem;
# Line 1109 | Line 1679 | void do_prediction_plot(string jzb, TCan
1679  
1680    delete blankback;
1681    
1682 <  if(PlottingSetup::RestrictToMassPeak) {
1682 >  delete BpredSys;
1683 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1684      delete RcorrJZBSBem;
1685      delete LcorrJZBSBem;
1686      delete RcorrJZBSBeemm;
# Line 1121 | Line 1692 | void do_prediction_plot(string jzb, TCan
1692      delete JLcorrJZBSBeemm;
1693    }
1694    if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1124 –  switch_overunderflow(false);
1695   }
1696  
1697   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1698 +  switch_overunderflow(true);
1699    TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1700 <  do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1701 <  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1702 <  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1703 < }
1133 <
1134 < void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1135 <  bool do_data=0;
1136 <  bool dosignal=0;
1137 <  if(is_data==1) do_data=1;
1138 <  if(is_data==2) dosignal=1;
1139 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1140 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1141 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1142 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1143 <  
1144 <  TH1F *RcorrJZBSBem;
1145 <  TH1F *LcorrJZBSBem;
1146 <  TH1F *RcorrJZBSBeemm;
1147 <  TH1F *LcorrJZBSbeemm;
1148 <  
1149 <  if(PlottingSetup::RestrictToMassPeak) {
1150 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1151 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1152 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1153 <    LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1154 <  }
1155 <  
1156 <
1157 <
1158 <
1159 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1160 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1161 <  if(PlottingSetup::RestrictToMassPeak) {
1162 <    Bpred->Add(RcorrJZBem,1.0/3);
1163 <    Bpred->Add(LcorrJZBem,-1.0/3);
1164 <    Bpred->Add(RcorrJZBSBem,1.0/3);
1165 <    Bpred->Add(LcorrJZBSBem,-1.0/3);
1166 <    Bpred->Add(RcorrJZBSBeemm,1.0/3);
1167 <    Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1700 >  do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1701 >  if ( !PlottingSetup::Approved ) {
1702 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1703 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1704    } else {
1705 <    Bpred->Add(RcorrJZBem,1.0);
1170 <    Bpred->Add(LcorrJZBem,-1.0);
1705 >    write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1706    }
1707 <
1708 <  can->cd();
1174 <  can->SetLogy(0);
1175 <  Bpred->SetLineColor(kRed);
1176 <  Bpred->SetStats(0);
1177 <  if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1178 <  TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1179 <  JZBratioforfitting->Divide(Bpred);
1180 <  TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1181 <  
1182 <  
1183 <  JZBratio->SetTitle("");
1184 <  JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1185 < //  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1186 <  
1187 <  TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1188 <  TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1189 < //  straightline_fit->SetParameter(0,1);
1190 <  JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1191 <  pol0d->SetParameter(0,pol0->GetParameter(0));
1192 <  
1193 <  JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1194 <  JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1195 <  if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1196 <  JZBratio->GetYaxis()->SetNdivisions(519);
1197 <  JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1198 <  JZBratio->GetYaxis()->CenterTitle();
1199 <  JZBratio->GetXaxis()->CenterTitle();
1200 <  JZBratio->SetMarkerSize(DataMarkerSize);
1201 <  JZBratio->Draw("AP");
1202 <  /////----------------------------
1203 <  TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1204 <  writeresult->SetFillStyle(4000);
1205 <  writeresult->SetFillColor(kWhite);
1206 <  writeresult->SetTextFont(42);
1207 <  writeresult->SetTextSize(0.03);
1208 <  writeresult->SetTextAlign(12);
1209 <  ostringstream jzb_agreement_data_text;
1210 <  jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1211 <  if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1212 <  if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1213 < /*  if(is_data) writeresult->AddText("Data closure test");
1214 <  else writeresult->AddText("MC closure test");
1215 <  */
1216 <  writeresult->AddText(jzb_agreement_data_text.str().c_str());
1217 < //  writeresult->Draw("same");
1218 < //  pol0d->Draw("same");
1219 <  TF1 *topline =  new TF1("","1.5",0,1000);
1220 <  TF1 *bottomline =  new TF1("","0.5",0,1000);
1221 <  topline->SetLineColor(kBlue);
1222 <  topline->SetLineStyle(2);
1223 <  bottomline->SetLineColor(kBlue);
1224 <  bottomline->SetLineStyle(2);
1225 < //  topline->Draw("same");
1226 < //  bottomline->Draw("same");
1227 <  TF1 *oneline = new TF1("","1.0",0,1000);
1228 <  oneline->SetLineColor(kBlue);
1229 <  oneline->SetLineStyle(1);
1230 <  oneline->Draw("same");
1231 <  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.
1232 <  if(is_data==1) DrawPrelim();
1233 <  else DrawMCPrelim();
1234 <  TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1235 <  leg->SetTextFont(42);
1236 <  leg->SetTextSize(0.04);
1237 < //   if(is_data==1) leg->SetHeader("Ratio (data)");
1238 < //   else leg->SetHeader("Ratio (MC)");
1239 <
1240 <  TString MCtitle("MC ");
1241 <  if (is_data==1) MCtitle = "";
1242 <
1243 <  leg->SetFillStyle(4000);
1244 <  leg->SetFillColor(kWhite);
1245 <  leg->SetTextFont(42);
1246 < //  leg->AddEntry(topline,"+20\% sys envelope","l");
1247 <  leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1248 <  leg->AddEntry(oneline,"ratio = 1","l");
1249 < //  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1250 < //  leg->AddEntry(bottomline,"#pm50% envelope","l");
1251 <
1252 <
1253 <  //leg->Draw("same"); // no longer drawing legend
1254 <
1255 <  if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1256 <  if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1257 <  if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1258 <  
1259 <  delete RcorrJZBeemm;
1260 <  delete LcorrJZBeemm;
1261 <  delete RcorrJZBem;
1262 <  delete LcorrJZBem;
1263 <  
1264 <  delete RcorrJZBSBem;
1265 <  delete LcorrJZBSBem;
1266 <  delete RcorrJZBSBeemm;
1267 <  delete LcorrJZBSbeemm;
1268 < }
1269 <
1270 < void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1271 <  TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1272 <  globalc->SetLogy(0);
1273 <  
1274 <  do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1275 <  do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1276 <  do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
1707 >  delete globalcanvas;
1708 >  switch_overunderflow(false);
1709   }
1710  
1711   string give_jzb_expression(float peak, int type) {
# Line 1465 | Line 1897 | void draw_pure_jzb_histo(TCut cut,string
1897    datahisto->Draw("same,e1");
1898    
1899    TLegend *leg;
1900 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1901 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1902 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1903 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1904 <  else {
1905 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1906 <    exit(-1);
1907 <      }
1900 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
1901 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
1902 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
1903 >  } else {
1904 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
1905 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
1906 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
1907 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
1908 >    else {
1909 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
1910 >      exit(-1);
1911 >    }
1912 >  }
1913    leg->Draw();
1914    string write_cut = decipher_cut(cut,"");
1915    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
1916    writeline1->SetTextSize(0.035);
1917    writeline1->Draw();
1918 <  save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1918 >  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
1919 >  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
1920    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
1921    jzbpad2->cd();
1922    jzbpad2->SetLogy(1);
# Line 1493 | Line 1931 | void draw_pure_jzb_histo(TCut cut,string
1931    writeline1->SetTextSize(0.035);
1932    writeline1->Draw();
1933    DrawPrelim();
1934 <  save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1934 >  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
1935 >  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
1936    datahisto->Delete();
1937    mcstack.Delete();
1938   }
# Line 1501 | Line 1940 | void draw_pure_jzb_histo(TCut cut,string
1940   Double_t GausR(Double_t *x, Double_t *par) {
1941    return gRandom->Gaus(x[0],par[0]);
1942   }
1943 +
1944 + void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1945 +  TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
1946 +  float max=jzbHigh ;
1947 +  float min=-120;
1948 +  int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
1949 +  int coarserbins=int(nbins/2.0);
1950 +  int rebinnedbins=int(nbins/4.0);
1951 +  
1952 +  vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
1953 +  for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
1954 +  for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
1955 +  for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
1956 +
1957 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
1958 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
1959 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
1960 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
1961 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
1962 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
1963 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
1964 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
1965 +  
1966 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
1967 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
1968 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
1969 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
1970 +  
1971 +  delete dican;
1972 + }
1973 +  
1974 +
1975 + void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
1976 +  switch_overunderflow(true);
1977 +  vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
1978 +  
1979 +  if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
1980 +    write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
1981 +    return;
1982 +  }
1983 +  
1984 +  float stretchfactor = 100.0;
1985 +  vector<string> labels;
1986 +  
1987 +  
1988 +  dout << "Going to increase the cross section for diboson samples ... " << endl;
1989 +  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
1990 +    float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
1991 +    (allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
1992 +    dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
1993 +    labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
1994 +    (allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
1995 +    dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
1996 +  }
1997 +  
1998 +  dout << "Going to produce JZB plots" << endl;
1999 +  produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2000 +  TCanvas *gloca = new TCanvas("gloca","gloca");
2001    
2002 +  dout << "Going to produce prediction plots" << endl;
2003 +  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2004 +  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2005 +  delete gloca;
2006 +
2007 +  dout << "Going to reset the cross section for diboson samples ... " << endl;
2008 +  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2009 +    float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2010 +    (allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2011 +    string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2012 +    (allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2013 +    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;
2014 +    
2015 +  }
2016 + //   switch_overunderflow(false);
2017 + }
2018 +
2019 +
2020 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2021 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2022 +  jzbpad->cd();
2023 +  jzbpad->SetLogy(1);
2024 +  string xlabel="JZB [GeV]";
2025 +
2026 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2027 +  datahisto1->SetLineColor(kRed);
2028 +  datahisto1->SetMarkerColor(kRed);
2029 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2030 +  datahisto2->SetLineColor(kBlue);
2031 +  datahisto2->SetMarkerColor(kBlue);
2032 +  
2033 +  datahisto2->SetMarkerSize(DataMarkerSize);
2034 +  datahisto1->DrawNormalized("e1");
2035 +  datahisto2->DrawNormalized("histo,same");
2036 +  datahisto1->DrawNormalized("same,e1");
2037 +  
2038 +  TLegend *leg = make_legend();
2039 +  leg->AddEntry(datahisto1,legentry1.c_str());
2040 +  leg->AddEntry(datahisto2,legentry2.c_str());
2041 +  leg->Draw();
2042 +  
2043 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2044 +  
2045 +  datahisto1->Delete();
2046 +  datahisto2->Delete();
2047 + }
2048 +
2049 +
2050   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2051 +  switch_overunderflow(true);
2052    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2053    float max=jzbHigh ;
2054    float min=-120;
# Line 1515 | Line 2061 | void jzb_plots(string mcjzb, string data
2061    for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2062    for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2063  
2064 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2065 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2066 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2067 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2068 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2069 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2070 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2071 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2072 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2064 >  if ( !PlottingSetup::Approved ) {
2065 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2066 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2067 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2068 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2069 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2070 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2071 >    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2072 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2073 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2074 >    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);
2075 >    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);
2076 >    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);
2077 >
2078 >  }
2079    
2080    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2081 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2082 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2083 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2084 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2085 <
2086 < //  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2087 < //  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
2088 < //  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1537 < //  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1538 < //  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2081 >  if ( !PlottingSetup::Approved ) {
2082 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2083 >    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2084 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2085 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2086 >  }
2087 >  delete can;
2088 >  switch_overunderflow(false);
2089   }
2090  
2091  
# Line 1585 | Line 2135 | void compute_MC_yields(string mcjzb,vect
2135    TCanvas *yica = new TCanvas("yica","yield canvas");
2136    
2137    int nRegions=4;
2138 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2138 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2139    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2140    string posneg[] = {"pos","neg"};
2141    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2142  
2143 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2143 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2144      TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2145      dout << "_________________________________________________________" << endl;
2146      dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2147 <    for(int isample=0;isample<(allsamples.collection).size();isample++) {
2147 >    for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2148        if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2149        else dout << "Sample & ";
2150        for(int iregion=0;iregion<nRegions;iregion++) {
# Line 1853 | Line 2403 | void draw_ttbar_and_zjets_shape_for_one_
2403  
2404   void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2405    int all_leptons=-1;
1856 –  int electrons_only=0;
1857 –  int mu_only=1;
1858 –  int twojetswith50gev=1;
2406    int threejetswith30gev=0;
2407   /*  
2408 +  int twojetswith50gev=1;
2409 +  int electrons_only=0;
2410 +  int mu_only=1;
2411 +
2412    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2413    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2414    
# Line 1871 | Line 2422 | void draw_ttbar_and_zjets_shape(string m
2422    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2423   }
2424  
2425 < void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1875 <  //first: colorful plots
2425 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2426    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2427    cancorr->SetLogz();
2428    cancorr->SetRightMargin(0.13);
2429 <  flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2430 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2429 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2430 >
2431 >  if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2432    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2433 <  (allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2433 >  niceresponseplotd->Sumw2();
2434 >  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2435 >  vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2436 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2437 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2438 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2439 >    
2440 >    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2441 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2442 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2443 >  }
2444 >  niceresponseplotd->Add(emuResponse,-1);
2445 >  
2446    niceresponseplotd->SetStats(0);
2447    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2448    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 1887 | Line 2450 | void find_correction_factors(string &jzb
2450    niceresponseplotd->GetYaxis()->CenterTitle();
2451    niceresponseplotd->Draw("COLZ");
2452    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2453 +  profd->Rebin(2);
2454    profd->SetMarkerSize(DataMarkerSize);
2455 <  profd->Fit("pol0","","same,e1",30,400);
2455 >  profd->Fit("pol0","","same,e1",100,400);
2456    DrawPrelim();
2457 <  TText* title = write_text(0.5,0.7,"Data");
2457 >  string stitle="Data";
2458 >  if(!Contains(FindKeyword,"Data")) stitle="MC";
2459 >  TText* title = write_text(0.5,0.7,stitle.c_str());
2460    title->SetTextAlign(12);
2461    title->Draw();
2462    TF1 *datapol=(TF1*)profd->GetFunction("pol0");
2463 <  float datacorrection=datapol->GetParameter(0);
2464 <  stringstream dataresstring;
2465 <  dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2466 <  TText* restitle = write_text(0.5,0.65,dataresstring.str());
2463 >  float correction=datapol->GetParameter(0);
2464 >  stringstream resstring;
2465 >  resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2466 >  TText* restitle = write_text(0.5,0.65,resstring.str());
2467    restitle->SetTextAlign(12);
2468    restitle->SetTextSize(0.03);
2469    restitle->Draw();
2470 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2471 <  
2472 <  TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2473 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2474 <  niceresponseplotm->SetStats(0);
2475 <  niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2476 <  niceresponseplotm->GetYaxis()->SetTitle("Response");
2477 <  niceresponseplotm->GetXaxis()->CenterTitle();
1912 <  niceresponseplotm->GetYaxis()->CenterTitle();
1913 <  niceresponseplotm->Draw("COLZ");
1914 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1915 <  TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1916 <  profm->SetMarkerSize(DataMarkerSize);
1917 <  profm->Fit("pol0","","same,e1",30,400);
1918 <  DrawMCPrelim();
1919 <  title = write_text(0.5,0.7,"MC simulation");
1920 <  title->SetTextAlign(12);
1921 <  title->Draw();
1922 <  TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1923 <  float mccorrection=mcpol->GetParameter(0);
1924 <  stringstream mcresstring;
1925 <  mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1926 <  TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1927 <  mcrestitle->SetTextAlign(12);
1928 <  mcrestitle->SetTextSize(0.03);
1929 <  mcrestitle->Draw();
1930 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2470 >  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2471 >  delete cancorr;
2472 >  delete niceresponseplotd;
2473 >  delete profd;
2474 >  return correction;
2475 > }
2476 >
2477 > void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2478    
2479 +  dout << "Computing response corrections: " << endl;
2480 +  //Step 1 : Get results
2481 +  float datacorrection=find_one_correction_factor("Data",true,"","Data");
2482 +  float mccorrection=find_one_correction_factor("DY",false,"","MC");
2483 +  
2484 +  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2485 +  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2486 +  
2487 +  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2488 +  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2489 +  
2490 +  cout << "Corrections : " << endl;
2491 +  cout << "   Data : " << datacorrection << endl;
2492 +  cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2493 +  cout << "   MC : " << mccorrection << endl;
2494 +  cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2495    
2496 <  //Step 2: Getting the result
1934 < //  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2496 >  //Step 2: Processing the result and making it into something useful :-)
2497    stringstream jzbvardatas;
2498 <  if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2499 <  if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2498 >  jzbvardatas << "(";
2499 >  
2500 >  if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
2501 >  if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
2502 >  
2503 >  if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
2504 >  if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
2505 >  
2506 >  float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2507 >  
2508 >  if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2509 >  if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2510 >  
2511 >  jzbvardatas << ")";
2512    jzbvardata=jzbvardatas.str();
2513 +  
2514    stringstream jzbvarmcs;
2515 <  if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2516 <  if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2515 >  jzbvarmcs << "(";
2516 >  
2517 >  if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
2518 >  if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
2519 >  
2520 >  if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
2521 >  if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
2522 >  
2523 >  float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2524 >  
2525 >  if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2526 >  if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2527 >  
2528 >  jzbvarmcs << ")";
2529    jzbvarmc=jzbvarmcs.str();
2530 +
2531    dout << "JZB Z pt correction summary : " << endl;
2532    dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
2533    dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
2534 +  
2535   }
2536  
2537   void pick_up_events(string cut) {
# Line 1950 | Line 2539 | void pick_up_events(string cut) {
2539    allsamples.PickUpEvents(cut);
2540   }
2541  
2542 < void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2542 > void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2543    dout << "Saving configuration template!" << endl;
2544    ofstream configfile;
2545    configfile.open("../DistributedModelCalculations/last_configuration.C");
# Line 1970 | Line 2559 | void save_template(string mcjzb, string
2559    configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2560    configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2561    configfile<<"vector<float>jzb_cuts;\n";
2562 +  configfile<<"vector<float>jzb_shape_limit_bins;\n";
2563    configfile<<"float MCPeakError=-999;\n";
2564 +  configfile<<"float DataPeakError=-999;\n";
2565    configfile<<"}\n\n";
2566  
2567    configfile<<"void read_config() {\n";
2568    configfile<<"datajzb=\""<<datajzb<<"\";\n";
2569    configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2570 <  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2571 <  for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2570 >  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2571 >  configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2572 >  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";
2573 >  configfile<<"\n\n";
2574 >  for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2575 >  for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2576 >  for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2577    configfile<<"\n\n";
2578 <  for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2579 <  for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2580 <  for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2578 >  for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2579 >  for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2580 >  for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2581 >  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";
2582    configfile<<"\n\n";
1986 –  for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1987 –  for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1988 –  for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2583    configfile<<"\n\n";
2584    configfile<<"luminosity="<<luminosity<<";\n";
2585    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2586 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2587    
2588    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2589    
# Line 2011 | Line 2606 | void draw_all_ttbar_histos(TCanvas *can,
2606    float max=histos[0]->GetMaximum();
2607    if(manualmin>=0) min=manualmin;
2608    else {
2609 <    for(int i=1;i<histos.size();i++) {
2609 >    for(int i=1;i<(int)histos.size();i++) {
2610        float curmin=get_nonzero_minimum(histos[i]);
2611        float curmax=histos[i]->GetMaximum();
2612        if(curmin<min) min=curmin;
# Line 2022 | Line 2617 | void draw_all_ttbar_histos(TCanvas *can,
2617    histos[0]->Draw(drawoption.c_str());
2618    stringstream drawopt;
2619    drawopt << drawoption << ",same";
2620 <  for(int i=1;i<histos.size();i++) {
2620 >  for(int i=1;i<(int)histos.size();i++) {
2621      histos[i]->Draw(drawopt.str().c_str());
2622    }
2623   }
# Line 2031 | Line 2626 | void ttbar_sidebands_comparison(string m
2626    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2627    //in the case of the OFF peak analysis, we compare our control region to the real value
2628    TCut weightbackup=cutWeight;
2629 <  cutWeight="1.0";
2035 <  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2629 >  switch_overunderflow(true);
2630    
2631 +  bool doPURW=false;
2632 +  
2633 +  
2634 +  if(!doPURW) {
2635 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2636 +    cutWeight="1.0";
2637 +    // Do it without PU re-weighting
2638 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2639 +    stringstream resultsNoPU;
2640 +    stringstream noPUdatajzb;
2641 +    stringstream noPUmcjzb;
2642 +    
2643 +    stringstream mcjzbnoPU;
2644 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2645 +    mcjzb = noPUmcjzb.str();
2646 +  }
2647  
2648 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2648 >      
2649 >  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2650 >
2651 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2652    TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2653    TH1F *TSem;
2654    TH1F *nTSem;
2655 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2655 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2656    TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2657    TH1F *TSeemm;
2658    TH1F *nTSeemm;
2659    
2660 <  if(PlottingSetup::RestrictToMassPeak) {
2661 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2662 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2663 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2660 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2661 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2662 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2663 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2664      nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2665    }
2666  
2667    TCanvas *tcan = new TCanvas("tcan","tcan");
2055 –  
2668    tcan->SetLogy(1);
2669    
2670    TZeemm->SetLineColor(kBlack);
# Line 2061 | Line 2673 | void ttbar_sidebands_comparison(string m
2673    TZem->SetMarkerColor(kRed);
2674  
2675  
2676 <  if(PlottingSetup::RestrictToMassPeak) {
2676 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2677          TSem->SetLineColor(TColor::GetColor("#00A616"));
2678          TSeemm->SetLineColor(kMagenta+2);
2679          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2071 | Line 2683 | void ttbar_sidebands_comparison(string m
2683    }
2684    
2685    vector<TH1F*> histos;
2686 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2687 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2688    histos.push_back(TZem);
2689    histos.push_back(TZeemm);
2690 <  if(PlottingSetup::RestrictToMassPeak) {
2690 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2691 >    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2692 >    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2693      histos.push_back(TSem);
2694      histos.push_back(TSeemm);
2695    }
2696 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2696 >  draw_all_ttbar_histos(tcan,histos,"histo",1);
2697    
2698    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2699    leg->AddEntry(TZeemm,"SFZP","l");
2700    leg->AddEntry(TZem,"OFZP","l");
2701 <  if(PlottingSetup::RestrictToMassPeak) {
2701 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2702      leg->AddEntry(TSeemm,"SFSB","l");
2703      leg->AddEntry(TSem,"OFSB","l");
2704    }
2705    leg->Draw("same");
2706    DrawMCPrelim(simulatedlumi);
2707    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2092 –  
2708    TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
2709    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2710 <  TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2711 <  TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2710 >  TH1F *TSeemmcopy;
2711 >  TH1F *TSemcopy;
2712 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2713 >    TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2714 >    TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2715 >  }
2716  
2717    TZem->Divide(TZeemm);
2718    TZem->SetMarkerStyle(21);
2719 <  if(PlottingSetup::RestrictToMassPeak) {
2719 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2720      TSem->Divide(TZeemm);
2721      TSeemm->Divide(TZeemm);
2722      TSem->SetMarkerStyle(24);
2723      TSeemm->SetMarkerStyle(32);
2724 < }
2724 >  }
2725  
2726    tcan->SetLogy(0);
2727    TZem->GetYaxis()->SetRangeUser(0,2.5);
2728    TZem->GetYaxis()->SetTitle("ratio");
2729    TZem->Draw();
2730 <  if(PlottingSetup::RestrictToMassPeak) {
2730 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2731      TSem->Draw("same");
2732      TSeemm->Draw("same");
2733    }
2734    
2735 <  float linepos=0.25;
2736 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2735 >  float linepos=emuncertONPEAK;
2736 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2737 >  
2738    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2739    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2740    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2741    
2742 +  /*write_warning(__FUNCTION__,"These two lines are to be removed!");
2743 +  TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2744 +  TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2745 +  topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2746 +  bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2747 +  topalt->Draw("same");bottomalt->Draw("same");*/
2748 +  
2749 +  
2750    top->SetLineColor(kBlue);top->SetLineStyle(2);
2751    bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2752    center->SetLineColor(kBlue);
# Line 2129 | Line 2757 | void ttbar_sidebands_comparison(string m
2757    
2758    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2759    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2760 <  if(PlottingSetup::RestrictToMassPeak) {
2760 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2761      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2762      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2763    }
# Line 2142 | Line 2770 | void ttbar_sidebands_comparison(string m
2770    DrawMCPrelim(simulatedlumi);
2771    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2772    
2773 +  if (0) { // Turn this off: we don't need this
2774  
2775 +    ///-------------- second part: only look at the quantity we actually care about!
2776 +    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2777 +    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2778 +    rightsfzp->Add(leftsfzp,-1);
2779 +    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2780 +    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2781 +    rightofzp->Add(leftofzp,-1);
2782 +    TH1F *leftofsb;
2783 +    TH1F *rightofsb;
2784 +    TH1F *leftsfsb;
2785 +    TH1F *rightsfsb;
2786 +    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2787 +      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2788 +      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2789 +      rightofsb->Add(leftofsb,-1);
2790 +      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2791 +      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2792 +      rightsfsb->Add(leftsfsb,-1);
2793 +    }
2794  
2795 < ///-------------- second part: only look at the quantity we actually care about!
2796 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2797 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2798 <  rightsfzp->Add(leftsfzp,-1);
2799 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2800 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2801 <  rightofzp->Add(leftofzp,-1);
2802 <  TH1F *leftofsb;
2803 <  TH1F *rightofsb;
2804 <  TH1F *leftsfsb;
2157 <  TH1F *rightsfsb;
2158 <  if(PlottingSetup::RestrictToMassPeak) {
2159 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2160 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2161 <        rightofsb->Add(leftofsb,-1);
2162 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2163 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2164 <        rightsfsb->Add(leftsfsb,-1);
2165 <  }
2795 >    tcan->SetLogy(1);
2796 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2797 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2798 >    rightsfzp->Draw("histo");
2799 >    rightofzp->Draw("histo,same");
2800 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2801 >      rightofsb->Draw("histo,same");
2802 >      rightsfsb->Draw("histo,same");
2803 >    }
2804 >    DrawMCPrelim(simulatedlumi);
2805  
2806 <  tcan->SetLogy(1);
2807 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2808 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2809 <  rightsfzp->Draw("histo");
2810 <  rightofzp->Draw("histo,same");
2811 <  if(PlottingSetup::RestrictToMassPeak) {
2812 <    rightofsb->Draw("histo,same");
2813 <    rightsfsb->Draw("histo,same");
2175 <  }
2176 <  DrawMCPrelim(simulatedlumi);
2806 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2807 >    legA->AddEntry(rightsfzp,"SFZP","l");
2808 >    legA->AddEntry(rightofzp,"OFZP","l");
2809 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2810 >      legA->AddEntry(rightofsb,"SFSB","l");
2811 >      legA->AddEntry(rightsfsb,"OFSB","l");
2812 >    }
2813 >    legA->Draw();
2814  
2815 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2179 <  legA->AddEntry(rightsfzp,"SFZP","l");
2180 <  legA->AddEntry(rightofzp,"OFZP","l");
2181 <  if(PlottingSetup::RestrictToMassPeak) {
2182 <    legA->AddEntry(rightofsb,"SFSB","l");
2183 <    legA->AddEntry(rightsfsb,"OFSB","l");
2184 <  }
2185 <  legA->Draw();
2815 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2816  
2817 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2817 >    tcan->SetLogy(0);
2818 >    rightofzp->Divide(rightsfzp);
2819 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2820 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2821 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2822 >    rightofzp->Draw();
2823 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824 >      rightofsb->Divide(rightsfzp);
2825 >      rightsfsb->Divide(rightsfzp);
2826 >      rightofsb->Draw("same");
2827 >      rightsfsb->Draw("same");
2828 >    }
2829  
2830 <  tcan->SetLogy(0);
2831 <  rightofzp->Divide(rightsfzp);
2832 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2833 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2834 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2835 <  rightofzp->Draw();
2836 <  if(PlottingSetup::RestrictToMassPeak) {
2837 <    rightofsb->Divide(rightsfzp);
2838 <    rightsfsb->Divide(rightsfzp);
2839 <    rightofsb->Draw("same");
2840 <    rightsfsb->Draw("same");
2841 <  }
2842 <
2843 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2844 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2845 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2846 <  
2847 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2848 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2849 <  center2->SetLineColor(kBlue);
2850 <  
2851 <  top2->Draw("same");
2852 <  center2->Draw("same");
2853 <  bottom2->Draw("same");
2854 <
2855 <  rightofzp->SetMarkerStyle(21);
2856 <  if(PlottingSetup::RestrictToMassPeak) {
2216 <    rightofsb->SetMarkerStyle(24);
2217 <    rightsfsb->SetMarkerStyle(32);
2218 <  }
2219 <
2220 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2221 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2222 <  if(PlottingSetup::RestrictToMassPeak) {
2223 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2224 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2225 <  }
2226 <  leg3->AddEntry(bottom,"syst. envelope","l");
2227 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2228 <  leg3->SetY1(0.65);
2830 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2831 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2832 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2833 >  
2834 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2835 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2836 >    center2->SetLineColor(kBlue);
2837 >  
2838 >    top2->Draw("same");
2839 >    center2->Draw("same");
2840 >    bottom2->Draw("same");
2841 >
2842 >    rightofzp->SetMarkerStyle(21);
2843 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2844 >      rightofsb->SetMarkerStyle(24);
2845 >      rightsfsb->SetMarkerStyle(32);
2846 >    }
2847 >
2848 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2849 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2850 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2851 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2852 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2853 >    }
2854 >    leg3->AddEntry(bottom,"syst. envelope","l");
2855 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2856 >    leg3->SetY1(0.65);
2857    
2858 <  leg3->Draw("same");
2858 >    leg3->Draw("same");
2859    
2860 <  DrawMCPrelim(simulatedlumi);
2861 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2860 >    DrawMCPrelim(simulatedlumi);
2861 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2862 >
2863 >  }
2864  
2865    delete TZem;
2866    delete nTZem;
2867    delete TZeemm;
2868    delete nTZeemm;
2869 <  if(PlottingSetup::RestrictToMassPeak) {
2869 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2870          delete TSem;
2871          delete nTSem;
2872          delete TSeemm;
# Line 2245 | Line 2875 | void ttbar_sidebands_comparison(string m
2875  
2876    delete tcan;
2877    cutWeight=weightbackup;
2878 +  switch_overunderflow(false);
2879   }
2880  
2881   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2882    vector<float> nicer_binning;
2883 <  nicer_binning.push_back(-125);
2883 >  
2884 > /*  nicer_binning.push_back(-400);
2885 >  nicer_binning.push_back(-250);
2886 >  nicer_binning.push_back(-200);
2887 >  nicer_binning.push_back(-150);
2888 >  nicer_binning.push_back(-100);
2889 >  nicer_binning.push_back(-50);
2890 >  nicer_binning.push_back(-20);
2891 >  
2892 >  nicer_binning.push_back(0);
2893 >  nicer_binning.push_back(20);
2894 >  nicer_binning.push_back(50);
2895 >  nicer_binning.push_back(100);
2896 >  nicer_binning.push_back(150);
2897 >  nicer_binning.push_back(200);
2898 >  nicer_binning.push_back(250);
2899 >  nicer_binning.push_back(400);*/
2900 >  
2901    nicer_binning.push_back(-100);
2254 –  nicer_binning.push_back(-75);
2902    nicer_binning.push_back(-50);
2903    nicer_binning.push_back(-25);
2904    nicer_binning.push_back(0);
# Line 2261 | Line 2908 | void ttbar_sidebands_comparison(string m
2908    nicer_binning.push_back(100);
2909    nicer_binning.push_back(125);
2910    nicer_binning.push_back(150);
2911 <  nicer_binning.push_back(175);
2911 >  //nicer_binning.push_back(175);
2912    nicer_binning.push_back(200);
2913 <  nicer_binning.push_back(230);
2914 <  nicer_binning.push_back(280);
2913 >  nicer_binning.push_back(250);
2914 >  nicer_binning.push_back(300);
2915    nicer_binning.push_back(400);
2916 +  
2917    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
2918   }
2919  
2920  
2921 < void zjets_prediction_comparison() {
2922 <  // Do it without PU re-weighting
2923 <  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2924 <  stringstream resultsNoPU;
2925 <
2926 <  stringstream mcjzbnoPU;
2927 <  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
2928 <  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2929 <  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2921 > void zjets_prediction_comparison(string mcjzbWithPUa) {
2922 >  TCanvas *zcan = new TCanvas("zcan","zcan");  
2923 > //  zcan->SetLogy(1);
2924 >  TCut weightbackup=cutWeight;
2925 >  
2926 >  bool UsePURW=false;
2927 >  
2928 >  
2929 >  string mcjzb;
2930 >  if(UsePURW) {
2931 >    mcjzb=mcjzbWithPUa;
2932 >  } else {
2933 >    // Do it without PU re-weighting
2934 >    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2935 >    stringstream resultsNoPU;
2936 >    stringstream noPUdatajzb;
2937 >    stringstream noPUmcjzb;
2938 >    
2939 >    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
2940 >    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
2941 >    
2942 >    mcjzb = noPUmcjzb.str();
2943 >    
2944 >    cutWeight="1.0";
2945 >  }
2946  
2947 <  string mcjzb = mcjzbnoPU.str();
2948 <  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2947 >  
2948 >  vector<float> binning;
2949 >  binning.push_back(0);
2950 >  binning.push_back(10);
2951 >  binning.push_back(20);
2952 >  binning.push_back(40);
2953 >  binning.push_back(60);
2954 > //   binning.push_back(50);
2955 > //   binning.push_back(60);
2956 > //   binning.push_back(70);
2957 > //   binning.push_back(80);
2958 > //   binning.push_back(90);
2959 >  binning.push_back(100);
2960  
2286 –  TCut weightbackup=cutWeight;
2287 –  cutWeight="1.0";
2288 –  float sbg_min=0.;
2289 –  float sbg_max=100.;
2290 –  int sbg_nbins=5;
2961    float simulatedlumi = luminosity;//in pb please - adjust to your likings
2962    
2963    TCut kPos((mcjzb+">0").c_str());
2964    TCut kNeg((mcjzb+"<0").c_str());
2965    string var( "abs("+mcjzb+")" );
2966 +  
2967 +  TCut notTau("abs(genMID1)!=15");
2968 +  TCut ONLYTau("mll>20");
2969 +  
2970  
2971 <  TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
2972 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2973 <                                  kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2300 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2301 <                                  kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2971 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2972 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
2973 >  
2974    hJZBpos->SetLineColor(kBlack);
2975    hJZBneg->SetLineColor(kRed);
2976    
2977 <  Int_t nbins = 5;
2306 <  Float_t xmax = 100.;
2307 <
2308 <  
2309 <  TCanvas *zcan = new TCanvas("zcan","zcan");  
2310 <  zcan->SetLogy(1);
2311 <
2977 >  hJZBpos->SetMinimum(1.0);
2978    hJZBpos->Draw("e1");
2979    hJZBneg->Draw("same,hist");
2980    hJZBpos->Draw("same,e1"); // So it's on top...
2981    
2982 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
2982 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
2983    leg->AddEntry(hJZBpos,"Observed","pe");
2984    leg->AddEntry(hJZBneg,"Predicted","l");
2985    leg->Draw("same");
2986    DrawMCPrelim(simulatedlumi);
2987 <  CompleteSave(zcan,"Systematics/zjets_prediction");
2987 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
2988    
2989    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
2990    hratio->Divide(hJZBneg);
2991    
2992 +  for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
2993 +    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
2994 +  }
2995 +  
2996    zcan->SetLogy(0);
2997 <  hratio->GetYaxis()->SetRangeUser(0,2.5);
2997 >  hratio->GetYaxis()->SetRangeUser(0,2.0);
2998    hratio->GetYaxis()->SetTitle("Observed/Predicted");
2999    hratio->Draw("e1");
3000    
3001 <  TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3002 <  TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3003 <  TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3001 >  TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3002 >  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3003 >  TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3004    
3005  
3006    top->SetLineColor(kBlue);top->SetLineStyle(2);
# Line 2341 | Line 3011 | void zjets_prediction_comparison() {
3011    center->Draw("same");
3012    bottom->Draw("same");
3013    
3014 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3014 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3015    leg2->AddEntry(hratio,"obs / pred","pe");
3016    leg2->AddEntry(bottom,"syst. envelope","l");
3017    leg2->Draw("same");
3018    DrawMCPrelim(simulatedlumi);
3019 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3019 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3020 >  
3021 >  TCut reducedNJets(cutnJets);
3022 >  
3023 >  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3024 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3025 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3026 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3027 >
3028 >  TH1F *RcorrJZBSBem;
3029 >  TH1F *LcorrJZBSBem;
3030 >  TH1F *RcorrJZBSBeemm;
3031 >  TH1F *LcorrJZBSBeemm;
3032 >
3033 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3034 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3035 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3036 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3037 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3038 >  }
3039 >  
3040 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3041 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3042 >    Bpred->Add(RcorrJZBem,1.0/3.);
3043 >    Bpred->Add(LcorrJZBem,-1.0/3.);
3044 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
3045 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
3046 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3047 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3048 >  } else {
3049 >    Bpred->Add(RcorrJZBem,1.0);
3050 >    Bpred->Add(LcorrJZBem,-1.0);
3051 >  }
3052 >  
3053 >  Bpred->SetLineColor(kRed);
3054 >
3055 >  TAUhJZBpos->SetLineColor(kBlack);
3056 >  Bpred->SetLineColor(kRed);
3057 >  
3058 >  TAUhJZBpos->SetMinimum(1.0);
3059 >  TAUhJZBpos->Draw("e1");
3060 >  Bpred->Draw("same,hist");
3061 >  TAUhJZBpos->Draw("same,e1");
3062 >  
3063 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3064 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3065 >  TAUleg->AddEntry(Bpred,"Predicted","l");
3066 >  TAUleg->Draw("same");
3067 >  DrawMCPrelim(simulatedlumi);
3068 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3069 >  
3070 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3071 >  TAUhratio->Divide(Bpred);
3072 >  
3073 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3074 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3075 >  }
3076 >  
3077 >  zcan->SetLogy(0);
3078 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3079 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3080 >  TAUhratio->Draw("e1");
3081 >  
3082 >  top->Draw("same");
3083 >  center->Draw("same");
3084 >  bottom->Draw("same");
3085 >  
3086 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3087 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3088 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
3089 >  TAUleg2->Draw("same");
3090 >  DrawMCPrelim(simulatedlumi);
3091 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3092 >  
3093 >  delete Bpred;
3094 >  delete TAUhJZBpos;
3095 >  delete LcorrJZBeemm;
3096 >  delete RcorrJZBem;
3097 >  delete LcorrJZBem;
3098 >  
3099 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3100 >    delete RcorrJZBSBem;
3101 >    delete LcorrJZBSBem;
3102 >    delete RcorrJZBSBeemm;
3103 >    delete LcorrJZBSBeemm;
3104 >  }
3105 >  
3106    
3107    delete zcan;
3108    cutWeight=weightbackup;
# Line 2372 | Line 3128 | void sideband_assessment(string datajzb,
3128    tout << "\\begin{tabular}{l|cc}" << endl;
3129    tout << "\\hline" << endl;
3130    tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3131 <  tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3131 >  tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3132    tout << "\\end{tabular}" << endl;
3133    tout << "\\end{center}" << endl;
3134    tout << "\\end{table}" << endl;
# Line 2390 | Line 3146 | void make_table(samplecollection &coll,
3146    
3147    TCanvas *cannie = new TCanvas("cannie","cannie");
3148    
3149 <  for(int icut=0;icut<jzb_cuts.size();icut++) {
3149 >  for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3150      float currcut=jzb_cuts[icut];
3151      int nbins=1;float low=currcut;
3152      vector<int> mysample;
# Line 2405 | Line 3161 | void make_table(samplecollection &coll,
3161      TH1F *RcorrJZBSBeemm;
3162      TH1F *LcorrJZBSBeemm;
3163      
3164 <    if(PlottingSetup::RestrictToMassPeak) {
3164 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3165        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3166        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3167        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2413 | Line 3169 | void make_table(samplecollection &coll,
3169      }
3170      
3171      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3172 <    if(PlottingSetup::RestrictToMassPeak) {
3172 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3173        Bpred->Add(RcorrJZBem,1.0/3.);
3174        Bpred->Add(LcorrJZBem,-1.0/3.);
3175        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2449 | Line 3205 | void make_table(samplecollection &coll,
3205    //prediction part
3206    if(is_data) cout << "Data prediction & ";
3207    if(subselection!="none") cout << subselection << " prediction &";
3208 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3208 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3209    
3210    cout << endl;
3211    //observation part
3212    if(is_data) cout << "Data observation & ";
3213    if(subselection!="none") cout << subselection << " observation &";
3214 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3214 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3215    cout << endl;
3216    cout << "_________________________________________________________________" << endl;
3217    delete cannie;
# Line 2490 | Line 3246 | void JZBSelEff(string mcjzb, TTree* even
3246    int nbins = sizeof(xbins)/sizeof(float)-1;
3247    int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3248  
3249 <  TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3250 <  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3251 <  TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3249 >  
3250 >  TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3251 >  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3252 >  TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3253  
3254    TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3255    TCut kreco(cutmass);
# Line 2508 | Line 3265 | void JZBSelEff(string mcjzb, TTree* even
3265    TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3266    can->SetGridx(1);
3267    can->SetGridy(1);
3268 +  can->SetLeftMargin(0.16);
3269 +  can->SetRightMargin(0.05);
3270    TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3271 +  leg->SetBorderSize(1);
3272 +  leg->SetLineColor(kBlack);
3273 +  leg->SetTextFont(62);
3274  
3275 <  
2514 <
2515 <  for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3275 >  for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3276  
3277      ostringstream selection;
3278      selection << mcjzb << ">" << jzb_bins[icut];
# Line 2528 | Line 3288 | void JZBSelEff(string mcjzb, TTree* even
3288      }
3289    
3290      heff->GetXaxis()->SetRangeUser(min, max);
3291 + //    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3292 + //    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3293 + //    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3294 + //    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3295      heff->SetMarkerStyle(markers[icut]);
3296      heff->Fit("func","Q+","same");
3297  
# Line 2539 | Line 3303 | void JZBSelEff(string mcjzb, TTree* even
3303  
3304      // Store plot
3305      TH1F* h = (TH1F*)heff->Clone(hname);
3306 +    h->SetNdivisions(505,"X");
3307      if ( icut) h->Draw("same");
3308      else h->Draw();
3309      char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
# Line 2559 | Line 3324 | void JZBSelEff(string mcjzb, TTree* even
3324   // Calls the above function for each signal sample
3325   void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3326   {  
3327 <  for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3327 >  for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3328      dout << "JZB selection efficiency curve: " << std::endl;
3329      JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3330    }
# Line 2602 | Line 3367 | void qcd_plots(string datajzb, string mc
3367    TH1F *RcorrJZBSBeemm;
3368    TH1F *LcorrJZBSBeemm;
3369    
3370 <  TH1F *RcorrJZBeemmNoS;
3370 > //  TH1F *RcorrJZBeemmNoS;
3371  
3372      //these are for the ratio
3373    TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2615 | Line 3380 | void qcd_plots(string datajzb, string mc
3380    TH1F *JRcorrJZBSBeemm;
3381    TH1F *JLcorrJZBSBeemm;
3382    
3383 <  if(PlottingSetup::RestrictToMassPeak) {
3383 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3384      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3385      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3386      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2636 | Line 3401 | void qcd_plots(string datajzb, string mc
3401      
3402    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3403    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3404 <  if(PlottingSetup::RestrictToMassPeak) {
3404 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3405      Bpred->Add(RcorrJZBem,1.0/3.);
3406      Bpred->Add(LcorrJZBem,-1.0/3.);
3407      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2686 | Line 3451 | void qcd_plots(string datajzb, string mc
3451    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3452    string ytitle("ratio");
3453    if ( use_data==1 ) ytitle = "data/pred";
3454 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3454 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3455    
3456    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3457    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 2706 | Line 3471 | void qcd_plots(string datajzb, string mc
3471    dout << "______________________________________________" << endl;
3472    dout << "How QCD shows up in the different regions: " << endl;
3473    dout << "OSSF: " << endl;
3474 <  if(PlottingSetup::RestrictToMassPeak) {
3474 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3475      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3476      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3477    } else {
3478      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3479    }
3480    dout << "OSOF: " << endl;
3481 <  if(PlottingSetup::RestrictToMassPeak) {
3481 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3482      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3483      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3484    } else {
3485      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3486    }
3487    dout << "Therefore: " << endl;
3488 <  if(PlottingSetup::RestrictToMassPeak) {
3488 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3489      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3490      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3491      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 2733 | Line 3498 | void qcd_plots(string datajzb, string mc
3498    dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3499    
3500    dout << endl;
3501 <  for(int i=0;i<bins.size();i++) {
3501 >  for(int i=0;i<(int)bins.size();i++) {
3502      dout << " JZB > " << bins[i] << " : " << endl;
3503      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3504 <    if(PlottingSetup::RestrictToMassPeak) {
3504 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3505          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;
3506      } else {
3507          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 2750 | Line 3515 | void qcd_plots(string datajzb, string mc
3515    if(LcorrJZBem) delete LcorrJZBem;
3516    if(RcorrJZBeemm) delete RcorrJZBeemm;
3517    if(LcorrJZBeemm) delete LcorrJZBeemm;
3518 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3519 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3520 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3521 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3518 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3519 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3520 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3521 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3522   }
3523  
3524   void check_ptsanity() {
# Line 2781 | Line 3546 | void check_ptsanity() {
3546    leg->SetY2(1.0);
3547    
3548    
3549 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
3549 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3550      string nowname=(allsamples.collection)[isample].filename;
3551      cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3552      individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
# Line 2805 | Line 3570 | void check_ptsanity() {
3570    ptsancan->cd(2);
3571    fpt2->Draw();
3572  
3573 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
3573 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3574      ptsancan->cd(1);
3575      individualpt1histos[isample]->DrawNormalized("same,histo");
3576      ptsancan->cd(2);
# Line 2821 | Line 3586 | void check_ptsanity() {
3586   void do_mlls_plot(string mcjzb) {
3587    cout << "At this point we'd plot the mll distribution" << endl;
3588    TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3589 <  for(int isig=0;isig<(signalsamples.collection).size();isig++) {
3589 >  for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3590      if(!(signalsamples.collection)[isig].events) continue;
3591      string nowname=(signalsamples.collection)[isig].filename;
3592      TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
# Line 2850 | Line 3615 | void do_mlls_plot(string mcjzb) {
3615    }
3616   }
3617  
3618 < void met_vs_jzb_plots() {
3618 > void met_vs_jzb_plots(string datajzb, string mcjzb) {
3619    
3620    TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3621    canmetjzb->SetRightMargin(0.16);
# Line 2859 | Line 3624 | void met_vs_jzb_plots() {
3624    findme.push_back("DY");
3625    findme.push_back("TTJets");
3626    findme.push_back("LM");
3627 <  
3628 <  for(int ifind=0;ifind<findme.size();ifind++) {
3627 >  /*
3628 >  for(int ifind=0;ifind<(int)findme.size();ifind++) {
3629      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3630      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3631 <    for(int isel=0;isel<selsamples.size();isel++) {
3632 <      cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3633 <      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3631 >    for(int isel=0;isel<(int)selsamples.size();isel++) {
3632 >      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3633 >      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3634      }
3635      metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3636      metvsjzb->SetStats(0);
# Line 2879 | Line 3644 | void met_vs_jzb_plots() {
3644      title->Draw();
3645      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3646    }
3647 +  */
3648 +  
3649 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
3650 +  
3651 +  int nbins=14;
3652 +  float low=0;
3653 +  float high=140;
3654 +  
3655 +  stringstream sLEFT;
3656 +  sLEFT << "((" << mcjzb << ")<0)";
3657 +  TCut LEFT(sLEFT.str().c_str());
3658 +  stringstream sRIGHT;
3659 +  sRIGHT << "((" << mcjzb << ")>0)";
3660 +  TCut RIGHT(sRIGHT.str().c_str());
3661 +  
3662 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3663 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3664 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3665 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3666 +  
3667 +  
3668 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3669 +  Bpred->Add(metleftO,-1);
3670 +  Bpred->Add(metrightO);
3671 +  TH1F *obs = (TH1F*)metright->Clone("obs");
3672 +  
3673 +  metleft->Add(metleftO,-1);
3674 +  metright->Add(metrightO,-1);
3675 +  
3676 +  metleft->SetLineColor(kRed);
3677 +  metright->SetLineColor(kBlack);
3678 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3679 +  metpad->cd();
3680 +  metpad->SetLogy(1);
3681 +  metleft->Draw("histo");
3682 +  metright->Draw("same");
3683 +  TLegend *lg = make_legend();
3684 +  lg->SetX1(0.5);
3685 +  lg->SetY1(0.7);
3686 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3687 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3688 +  lg->SetHeader("DY");
3689 +  
3690 +  lg->Draw();
3691 +  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3692 +  
3693 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3694 +  metpad3->cd();
3695 +  metpad3->SetLogy(1);
3696 +  Bpred->SetLineColor(kRed);
3697 +  Bpred->Draw("histo");
3698 +  obs->SetLineColor(kBlack);
3699 +  obs->Draw("same");
3700 +  TLegend *lg2 = make_legend();
3701 +  lg2->SetX1(0.5);
3702 +  lg2->SetY1(0.7);
3703 +  lg2->AddEntry(obs,"observed","P");
3704 +  lg2->AddEntry(Bpred,"predicted","L");
3705 +  lg2->SetHeader("DY");
3706 +
3707 +  lg2->Draw();
3708 +  
3709 +  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3710 +  
3711 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3712 +  metpad2->cd();
3713 +  metpad2->SetLogy(1);
3714 +  
3715 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3716 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3717 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3718 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3719 +  
3720 +  metlefta->Add(metleftOa,-1);
3721 +  metrighta->Add(metrightOa,-1);
3722 +  
3723 +  metlefta->SetLineColor(kRed);
3724 +  metpad2->cd();
3725 +  metlefta->Draw("histo");
3726 +  metrighta->Draw("same");
3727 +  lg->Draw();
3728 +  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3729 +  
3730 +  delete Bpred;
3731 +  delete obs;
3732 +  
3733 +  float newhigh=300;
3734 +  int newNBins=30;
3735 +  
3736 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3737 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3738 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3739 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3740 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3741 +  
3742 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3743 +  aBpred->Add(AmetleftO,-1);
3744 +  aBpred->Add(AmetrightO);
3745 +  aBpred->SetLineColor(kRed);
3746 +  
3747 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3748 +  metpad4->cd();
3749 +  metpad4->SetLogy(1);
3750 +  aobs->Draw();
3751 +  aBpred->Draw("histo,same");
3752 +  aobs->Draw("same");
3753 +  lg->SetHeader("All MC");
3754 +  lg->Draw();
3755 +  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3756 +  
3757 +  
3758 +  delete lg;
3759 +  delete canmetjzb;
3760 +  delete metleft;
3761 +  delete metleftO;
3762 +  delete metright;
3763 +  delete metrightO;
3764   }
3765      
3766  
# Line 2886 | Line 3768 | void test() {
3768    
3769    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3770    testcanv->cd();
3771 <  switch_overunderflow(true);
3771 > //  switch_overunderflow(true);
3772    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3773    switch_overunderflow(false);
3774    ptdistr->Draw();

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