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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.4 by buchmann, Fri Mar 2 08:37:03 2012 UTC vs.
Revision 1.56 by buchmann, Wed Sep 5 20:16:25 2012 UTC

# Line 23 | Line 23 | using namespace PlottingSetup;
23   void todo() {
24    dout << "My to do list: " << endl;
25    dout << "  - ExperimentalModule::Poisson_ratio_plot : Get the second part to work!" << endl;
26 +  dout << "  - compare_onpeak_offpeak_signal_distributions: Implement this function ... " << endl;
27    dout << "Info : The trigger requirement is currently set to " << (const char*) passtrig << endl;
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, 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    TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
46 <  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,mc, luminosity);
47 <  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
48 <  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,100,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,mc, luminosity);
49 <  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,100, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
46 >  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
47 >  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
48 >  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
49 >  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
50    TH1F *rawttbarjzbeemmMC;
51  
52    if(method==doKM) {
53      //we only need this histo for the KM fitting...
54 <    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,100, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("TTJet"));
55 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
56 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
54 >    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
55 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
56 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
57 >    delete rawttbarjzbeemmMC;
58    }
59    else {
60      TH1F *reducedMC = (TH1F*)rawJZBeemmMC->Clone();
# Line 54 | Line 62 | void find_peaks(float &MCPeak,float &MCP
62      reducedMC->Add(rawJZBemMC,-1);
63      reducedData->Add(rawJZBemData,-1);
64      //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
65 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
66 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
67 <    
65 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67 >    delete reducedMC;
68 >    delete reducedData;
69    }
70  
71    // Revert to original PU reweighting
# Line 64 | Line 73 | void find_peaks(float &MCPeak,float &MCP
73      
74   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
75   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
76 <  dout << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
77 <  result << "We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
78 <  dout << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 <  result << "We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
76 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
77 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
78 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
79 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
80 >  delete rawJZBeemmData;
81 >  delete rawJZBeemmMC;
82 >  delete rawJZBemData;
83 >  delete rawJZBemMC;
84    delete tempcan;
85   }
86  
87 + void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
88 + {
89 +  switch_overunderflow(false);
90 +
91 +  bool DoInvidualeemmPeaks=false;
92 +  
93 +  float mcpeak, datapeak;
94 +  float mcpeakerr, datapeakerr;
95 +  
96 +  float mceepeak,mcmmpeak;
97 +  float mceepeakerr,mcmmpeakerr;
98 +  
99 +  float datammpeak,dataeepeak;
100 +  float datammpeakerr,dataeepeakerr;
101 +  
102 +  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
103 +  
104 +  dout << "Finding global peak : " << endl;
105 +  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
106 +  
107 +  if(DoInvidualeemmPeaks) {
108 +    dout << "Finding peak for electrons : " << endl;
109 +    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
110 +    dout << "Finding peak for muons : " << endl;
111 +    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
112 +    
113 +    datajzb << "(" << jzbvariabledata;
114 +    mcjzb << "(" << jzbvariablemc;
115 +    
116 +    if(dataeepeak>0) datajzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
117 +    else datajzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(dataeepeak) << " ";
118 +    
119 +    if(datammpeak>0) datajzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
120 +    else datajzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(datammpeak) << " ";
121 +    
122 +    if(datapeak>0) datajzb << "- (id1!=id2)*" << TMath::Abs(datapeak) << " ";
123 +    else datajzb << "+ (id1!=id2)*" << TMath::Abs(datapeak) << " ";
124 +    
125 +    datajzb << ")";
126 +    
127 +    if(mceepeak>0) mcjzb << "- (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
128 +    else mcjzb << "+ (id1==id2)*(id1==0)*" << TMath::Abs(mceepeak) << " ";
129 +    
130 +    if(mcmmpeak>0) mcjzb << "- (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
131 +    else mcjzb << "+ (id1==id2)*(id1==1)*" << TMath::Abs(mcmmpeak) << " ";
132 +    
133 +    if(mcpeak>0) mcjzb << "- (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
134 +    else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
135 +    
136 +    mcjzb << ")";
137 +    
138 +  } else {
139 +    datajzb << "(" << jzbvariabledata;
140 +      mcjzb << "(" << jzbvariablemc;
141 +    
142 +    if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
143 +    else datajzb << "+ " << TMath::Abs(datapeak) << " ";
144 +    
145 +    datajzb << ")";
146 +    
147 +    if(mcpeak>0) mcjzb << "- " << TMath::Abs(mcpeak) << " ";
148 +    else mcjzb << "+ " << TMath::Abs(mcpeak) << " ";
149 +    
150 +    mcjzb << ")";
151 +  }
152 +  
153 +    MCPeak=mcpeak;
154 +    MCPeakError=mcpeakerr;
155 +    DataPeak=datapeak;
156 +    DataPeakError=datapeakerr;
157 +    
158 +    switch_overunderflow(true);
159 +  
160 + }
161 +
162 + void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
163 +  float min=70.0;
164 +  float max=115.0;
165 +  if(!PlottingSetup::RestrictToMassPeak) {
166 +    min=20;
167 +    max=300;
168 +  }
169 +  int nbins=int((max-min)/binWidth);
170 +  
171 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
172 +  
173 +  stringstream largerzeroS;
174 +  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
175 +  TCut largerzeroD(largerzeroS.str().c_str());
176 +  
177 +  stringstream smallerzeroS;
178 +  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
179 +  TCut smallerzeroD(smallerzeroS.str().c_str());
180 +
181 +
182 +  stringstream largerzeroMS;
183 +  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
184 +  TCut largerzeroM(largerzeroMS.str().c_str());
185 +  
186 +  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
187 +  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
188 +  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
189 +  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
190 +  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
191 +
192 +  TH1F *RcorrJZBSBem;
193 +  TH1F *LcorrJZBSBem;
194 +  TH1F *RcorrJZBSBeemm;
195 +  TH1F *LcorrJZBSBeemm;
196 +  
197 + //  TH1F *RcorrJZBeemmNoS;
198 +
199 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
200 +    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
201 +    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
202 +    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
203 +    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
204 +  }
205 +  
206 +  // Separate predictions
207 +  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
208 +  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
209 +  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
210 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
211 +    OFP->Scale(1.0/3.0);
212 +    OFP->Add(RcorrJZBSBem,1.0/3.);
213 +    OFP->Add(RcorrJZBSBeemm,1.0/3.);
214 +    OFN->Scale(1.0/3.0);
215 +    OFN->Add(LcorrJZBSBem,1.0/3.);
216 +    OFN->Add(LcorrJZBSBeemm,1.0/3.);
217 +  }
218 +
219 +  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
220 +  Bpred->Add(OFP);
221 +  Bpred->Add(OFN,-1);
222 +  Bpred->SetLineColor(kRed);
223 +  
224 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
225 +  RcorrJZBeemm->Draw();
226 +  mcRcorrJZBeemm.Draw("same");
227 +  Bpred->Draw("histo,same");
228 +  RcorrJZBeemm->Draw("same");
229 +  
230 +  TLegend *leg = allsamples.allbglegend();
231 +  leg->SetX1(0.58);
232 +  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
233 +  leg->AddEntry(Bpred,"predicted (data)","l");
234 +  leg->Draw("same");
235 +  
236 +  stringstream saveas;
237 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
238 +  CompleteSave(ckin,saveas.str());
239 +  
240 +  // Draw all predictions overlayed
241 +  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
242 +  SFN->SetLineColor(kGreen+2);
243 +  SFN->SetLineStyle(2);
244 +  SFN->SetLineWidth(w);
245 +  OFP->SetLineColor(kBlue+2);
246 +  OFP->SetLineStyle(2);
247 +  OFP->SetLineWidth(w);
248 +  OFN->SetLineColor(kMagenta+2);
249 +  OFN->SetLineStyle(3);
250 +  OFN->SetLineWidth(w);
251 +  
252 +  RcorrJZBeemm->Draw();
253 +  SFN->Draw("histo,same");
254 +  OFP->Draw("histo,same");
255 +  OFN->Draw("histo,same");
256 +  Bpred->Draw("histo,same");
257 +  RcorrJZBeemm->Draw("same");
258 +  
259 +  TLegend *leg2 = make_legend("",0.52,0.7);
260 +  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
261 +  leg2->AddEntry(Bpred,"predicted (data)","l");
262 +  leg2->AddEntry(SFN,  "  SF JZB<0","l");
263 +  leg2->AddEntry(OFN,  "  OF JZB<0","l");
264 +  leg2->AddEntry(OFP,  "  OF JZB>0","l");
265 +  leg2->Draw("same");
266 +  
267 +  saveas.str("");
268 +  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
269 +  CompleteSave(ckin,saveas.str());
270 +  
271 +  delete RcorrJZBeemm;
272 +  delete LcorrJZBeemm;
273 +  delete RcorrJZBem;
274 +  delete LcorrJZBem;
275 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
276 +    delete RcorrJZBSBeemm;
277 +    delete LcorrJZBSBeemm;
278 +    delete RcorrJZBSBem;
279 +    delete LcorrJZBSBem;
280 +  }
281 +  delete Bpred;
282 +  delete ckin;
283 + }
284 +
285   void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
286    
287    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
# Line 105 | Line 316 | void make_special_mll_plot(int nbins, fl
316    TIter next(bgleg->GetListOfPrimitives());
317    TObject* obj;
318    // Copy the nice bkgd legend skipping the "data"
319 <  while ( obj = next() )
319 >  while ( (obj = next()) )
320      if ( strcmp(((TLegendEntry*)obj)->GetObject()->GetName(),"datahistoOSSF") )
321        kinleg->GetListOfPrimitives()->Add(obj);
322  
# Line 124 | Line 335 | void draw_ratio_plot(TH1* hdata, THStack
335    TIter next(hmc.GetHists());
336    TObject* obj;
337    TH1* hratio = NULL;
338 <  while ( obj = next() ) {
338 >  while ( (obj = next()) ) {
339      if ( !hratio ) {
340        hratio = (TH1*)obj->Clone();
341        hratio->SetName("hratio");
# Line 155 | Line 366 | void draw_ratio_plot(TH1* hdata, THStack
366    oneline->Draw("same");
367   }
368  
369 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
370 +                        string xlabel, string filename, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.55) {
371 +
372 +  TCut ibasiccut=basiccut;
373 +  bool draw_separation_lines=false;
374 +
375 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
376 +
377 +  TCut cutSF;
378 +  TCut cutOF;
379 +
380 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
381 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
382 +
383 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
384 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
385 +  rcan->SetLogy(logscale);
386 +  rcan->cd();
387 +
388 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
389 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
390 +  string signal("LM3");
391 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
392 +  int idx = signalsamples.FindSample(signal)[0];
393 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
394 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
395 +  signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
396 +  signalhisto->SetLineStyle(2);
397 +  datahistoSF->SetMarkerSize(DataMarkerSize);
398 +  datahistoOF->SetLineColor(kRed);
399 +
400 +  if ( !logscale ) {
401 +    datahistoSF->SetMinimum(0); // Defaults
402 +  } else {
403 +    datahistoSF->SetMinimum(0.5);
404 +  }
405 +  if (ymax<0) {
406 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
407 +    else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
408 +  } else {
409 +    datahistoSF->SetMaximum(ymax);
410 +  }
411 +
412 +  float ymaxSet = datahistoSF->GetMaximum();
413 +
414 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
415 +  datahistoSF->GetYaxis()->SetTitle("Events");
416 +  datahistoSF->GetXaxis()->CenterTitle();
417 +  datahistoSF->GetYaxis()->CenterTitle();
418 +
419 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
420 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
421 +  if (datahistoOF->Integral()>0) {
422 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
423 +  } else {
424 +    mleg->AddEntry((TObject*)0, "", "");
425 +  }
426 +  mleg->AddEntry(signalhisto, "LM3", "L");
427 +
428 +  datahistoSF->Draw("E1");
429 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
430 +  signalhisto->Draw("HIST,SAMES");
431 +  mleg->Draw();
432 +  DrawPrelim();
433 +  if (datahistoOF->Integral()>0) save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
434 +  else CompleteSave(ckin, "SFOF/" + filename);
435 +
436 +  datahistoSF->Delete();
437 +  datahistoOF->Delete();
438 +  signalhisto->Delete();
439 +  delete mleg;
440 +  delete ckin;
441 +
442 +  return ymaxSet;
443 +
444 + }
445 +
446 + // Compare data to data
447 + float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
448 +                                string xlabel, string filename, float legendPosition=0.55) {
449 +
450 +  TCut ibasiccut=basiccut&&cut;
451 +
452 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
453 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
454 +  rcan->SetLogy(logscale);
455 +  rcan->cd();
456 +
457 +  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
458 +
459 +  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
460 +  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
461 +
462 +  data1->SetMarkerSize(DataMarkerSize);
463 +  data2->SetLineColor(kRed);
464 +
465 +  if ( !logscale ) {
466 +    data1->SetMinimum(0); // Defaults
467 +  } else {
468 +    data1->SetMinimum(0.5);
469 +  }
470 +  if (ymax<0) {
471 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
472 +    else data1->SetMaximum(1.5*data1->GetMaximum());
473 +  } else {
474 +    data1->SetMaximum(ymax);
475 +  }
476 +
477 +  float ymaxSet = data1->GetMaximum();
478 +
479 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
480 +  data1->GetYaxis()->SetTitle("Events");
481 +  data1->GetXaxis()->CenterTitle();
482 +  data1->GetYaxis()->CenterTitle();
483 +
484 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
485 +  mleg->AddEntry(data1, "Old 5/fb", "PL");
486 +  mleg->AddEntry(data2, "New x/fb", "L");
487 +
488 +  data1->Draw("E1");
489 +  data2->Draw("HIST,SAMES");
490 +  mleg->Draw();
491 +  DrawPrelim();
492 +  save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
493 +
494 +  data1->Delete();
495 +  data2->Delete();
496 +  delete mleg;
497 +  delete ckin;
498 +
499 + }
500 +
501 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
502 +                     string xlabel, string filename, float legendPosition=0.55) {
503 +
504 +  string mllcuts[] = { "mll>20","mll>20&&mll<70", "mll>75&&mll<105", "mll>120" };
505 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "75 < m_{ll} < 105 GeV", "m_{ll} > 120 GeV" };
506 +  string plotname[] = {"_all","_low","_peak","_high"};
507 +  float ymax;
508 +
509 +  int start = 0;
510 +  if ( !PlottingSetup::openBox ) start = 3;
511 +
512 +  for ( int i=start; i<4; ++i ) {
513 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
514 +    if ( i==start ) {
515 +      ymax = make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, -1, logscale, xlabel,
516 +                         filename+plotname[i], legendPosition );
517 +    } else {
518 +      make_one_OFSF_plot(variable, mllcuts[i],            mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
519 +                         filename+plotname[i], legendPosition );
520 +    }
521 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
522 +                       filename+plotname[i]+"_mm", legendPosition );
523 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
524 +                       filename+plotname[i]+"_ee", legendPosition );
525 +  }
526 +
527 + }
528 +
529 +
530   float lastrange_min=0;
531   float lastrange_max=0;
532  
# Line 184 | Line 556 | void make_kin_plot(string variable, stri
556    //Step 2: Refine the cut
557    TCut cut;
558    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
559 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
559 >  if(filename=="nJets" || filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
560 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
561    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
562    if(filename=="mll") {
563          cut=cutOSSF&&cutnJets&&ibasiccut;
564          draw_separation_lines=true;
565    }
566    if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
567 +  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
568    if(filename=="mll_osof") {
569          cut=cutOSOF&&cutnJets&&ibasiccut;
570          draw_separation_lines=true;
571    }
572 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
573 <  if(filename=="mll_aboveJZB100") cut=cutOSSF&&cutnJets&&ibasiccut;
574 <  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
575 <  if(filename=="mll_inclusive_osof") cut=cutOSOF;
576 <  if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
577 <  if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
572 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
573 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
574 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
575 >  if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
576 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
577 >  if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
578 >  if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
579 >  if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
580    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
581    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
582 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
583  
584    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
585    ckin->SetLogy(logscale);
586    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
587    datahisto->SetMarkerSize(DataMarkerSize);
588 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
588 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
589 >  else datahisto->SetMinimum(0.5);
590 >  // Custom max.
591 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
592    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
593    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
594 <  if(filename=="mll_inclusive") datahisto->SetMinimum(1);
594 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
595    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
596    if(filename=="mll_osof") datahisto->SetMinimum(9);
597 +  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
598 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
599  
600 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
219 <  datahisto->Draw("e1");
220 <  ckin->Update();
600 >  cout << "******** Cut used : " << (const char*) cut << endl;
601    if(loadlastminmax) {
602          datahisto->SetMinimum(lastrange_min);
603          datahisto->SetMaximum(lastrange_max);
# Line 227 | Line 607 | void make_kin_plot(string variable, stri
607          }              
608    }
609  
610 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
611 +  string signal("LM3");
612 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
613 +  int idx = signalsamples.FindSample(signal)[0];
614 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
615 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
616 +  signalhisto->SetLineColor(kOrange);
617 +
618 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
619 +  datahisto->Draw("e1");
620 +  ckin->Update();
621    mcstack.Draw("same");
622 +  
623    datahisto->Draw("same,e1");
624    TLegend *kinleg = allsamples.allbglegend();
625    kinleg->Draw();
# Line 270 | Line 662 | void make_kin_plot(string variable, stri
662          kinpad->SetLogy(logscale);
663          datahisto->Draw("e1");
664          mcstack.Draw("same");
665 +        signalhisto->Draw("same");
666          datahisto->Draw("same,e1");
667          datahisto->Draw("same,axis");
668          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 277 | Line 670 | void make_kin_plot(string variable, stri
670            upperboundary->Draw("same");
671          }
672            
673 +        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
674          kinleg->Draw();
675          write_cut->Draw();
676          DrawPrelim();
# Line 294 | Line 688 | void make_kin_plot(string variable, stri
688    delete ckin;
689   }
690  
691 <
298 < void make_JES_plot() {
691 > void make_JES_plot(TCut cut, string name) {
692  
693    int nbins=10;
694    float min=-0.5;
695    float max = 9.5;
696    bool logscale=true;
697    string xlabel="nJets";
305  TCut cut=cutmass&&cutOSSF&&basiccut;
698  
699    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
700    ckin->SetLogy(logscale);
701 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
701 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
702    datahisto->SetMarkerSize(DataMarkerSize);
703 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
704 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
705 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
703 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
704 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
705 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
706  
707    datahisto->SetMinimum(1);
708    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 335 | Line 727 | void make_JES_plot() {
727    TLegend *kinleg = allsamples.allbglegend();
728    kinleg->AddEntry(JESunc,"JES uncertainty","f");
729    kinleg->Draw();
730 <  CompleteSave(ckin,"Systematics/JES");
730 >  CompleteSave(ckin,"Systematics/JES"+name);
731    datahisto->Delete();
732    delete ckin;
733  
# Line 345 | Line 737 | void do_kinematic_plots(string mcjzb, st
737   {
738    bool dolog=true;
739    bool nolog=false;
740 +
741 +  bool doOFSF = false;
742 +  bool doKin  = false;
743 +  bool doDataComp = true;
744 +  
745 +
746    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
747 <  float mll_low=40;
747 >  float mll_low=50;
748    float mll_hi=160;
749    if(!PlottingSetup::RestrictToMassPeak) {
750 <        mll_low=30;
751 <        mll_hi=180;
750 >        mll_low=20;
751 >        mll_hi=320;
752    }
753 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
754 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
755 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
756 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
757 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
758 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
759 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
760 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
761 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
762 <  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
763 <  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
764 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
765 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
766 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
767 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
768 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
769 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets",doPF);
770 <  make_kin_plot("pfJetGoodNum","",8,0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
771 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
772 <  stringstream jzbcut;
773 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
774 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
753 >
754 >  if ( doOFSF ) {
755 >    make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
756 >
757 >    make_OFSF_plots("pfJetGoodNum40",     "met[4]>100", 7, 3, 10, true, "#(jets)", "njets");
758 >    make_OFSF_plots("pfJetGoodNum40",     "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
759 >    make_OFSF_plots("pfJetGoodNum40",     "met[4]>100&&pfJetGoodNumBtag30>0", 7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
760 >
761 >    make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
762 >    make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
763 >    make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
764 >    //  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
765 >    //  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
766 >    make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
767 >    make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
768 >    //  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
769 >    //  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
770 >    //  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
771 >    make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
772 >    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
773 >    //  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
774 >    //  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
775 >    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");
776 >    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");
777 >    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");
778 >    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");
779 >  }
780 >
781 >  if ( doDataComp && !PlottingSetup::openBox ) {
782 >    TCut mllCut("");
783 >    if ( !PlottingSetup::openBox ) mllCut = "mll>120";
784 >
785 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
786 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
787 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
788 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
789 >
790 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
791 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
792 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
793 >
794 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
795 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
796 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
797 >
798 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
799 >    make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40<3", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
800 >  }
801 >
802 >
803 >  if ( doKin ) {
804 >    string mllCut("");
805 >    if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
806 >
807 >    // Plots in signal region
808 >    make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
809 >    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);
810 >    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);
811 >    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);
812 >    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);
813 >    
814 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
815 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
816 >
817 >    // Further inclusive invariant mass plots
818 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
819 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
820 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
821 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
822 >    
823 >    //make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
824 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
825 >    
826 >    //make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
827 >    //make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
828 >    
829 >    // Number of jets
830 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
831 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
832 >    //make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
833 >    
834 >    // Others
835 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
836 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
837 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
838 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
839 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
840 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
841 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
842 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
843 >    //   stringstream jzbcut;
844 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
845 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
846 >    //   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);
847 >    //   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);
848 >    //   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);
849 >    //   stringstream jzbcut2;
850 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
851 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
852 >    //   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);
853 >    //   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);
854 >    //   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);
855 >    //   stringstream jzbcut3;
856 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
857 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
858 >    //   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);
859 >    //   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);  
860 >    //   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);  
861 >    
862 >    //   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);
863 >    //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);
864 >    //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);
865 >  }
866 >    
867 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
868 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
869 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
870 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
871 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
872 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
873 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
874 >
875 > //   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
876 > //   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
877 >
878   }
879  
880   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
881                       int nbins, float xmin, float xmax, bool log,
882                       float ymin=0, float ymax=0, bool leftJustified=false ) {
883 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
883 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
884  
885    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
886    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__));
887 <  if(var=="numVtx") cutWeight=TCut("1.0");
887 >  //if(var=="numVtx") cutWeight=TCut("1.0");
888    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
889    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
890  
891    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
892    int nRegions=4;
893 <  if(!PlottingSetup::RestrictToMassPeak) {
893 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
894      nRegions=2;
895    }
896    
# Line 407 | Line 908 | void make_comp_plot( string var, string
908        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
909        ccomp->SetLogy(log);
910        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
911 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
911 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
912        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
913        datahisto->SetMarkerSize(DataMarkerSize);
914        if (ymax>ymin) datahisto->SetMaximum(ymax);
915 <      lm4histo->SetLineStyle(2);
915 >      lm3histo->SetLineStyle(2);
916        datahisto->Draw("e1");
917        mcstack.Draw("same");
918        datahisto->Draw("same,e1");
919 < //      lm4histo->Draw("hist,same");
919 >      lm3histo->Draw("hist,same");
920        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
921        if ( leftJustified ) {
922          Float_t w = kinleg->GetX2()-kinleg->GetX1();
923          kinleg->SetX1(0.2);
924          kinleg->SetX2(0.2+w);
925        }
926 < //      kinleg->AddEntry(lm4histo,"LM4","l");
926 >      kinleg->AddEntry(lm3histo,"LM3","l");
927        kinleg->Draw();
928        TText* write_variable = write_text(0.99,0.01,var);
929        write_variable->SetTextAlign(31);
# Line 431 | Line 932 | void make_comp_plot( string var, string
932        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
933        delete datahisto;
934        delete ccomp;
935 <      delete lm4histo;
935 >      delete lm3histo;
936      }
937    cutWeight=weightbackup;
938   }
# Line 441 | Line 942 | void region_comparison_plots(string mcjz
942    dout << "Creating comparison plots for signal and control regions" << endl;
943    // Compare a few quantities in the signal region and all 7 control regions
944  
945 <  switch_overunderflow(true);  // switching overflow/underflow bins on
945 > //  switch_overunderflow(true);  // switching overflow/underflow bins on
946      
947    
948      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
949 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
949 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
950      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
951      float mll_low=50;float mll_high=170;
952      if(!PlottingSetup::RestrictToMassPeak) {
953 <        mll_high=200;
954 <        mll_low=50;
953 >        mll_high=300;
954 >        mll_low=20;
955      }
956 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
956 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
957 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
958 >
959 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
960      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
961 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
961 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
962 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
963      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
964 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
964 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
965      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
966      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
967 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
968 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
969    }
970  
971    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 483 | Line 990 | void signal_bg_comparison()
990    float simulatedlumi=luminosity;//in pb please - adjust to your likings
991    
992    TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
993 <  TH1F *JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
993 >  TH1F *JZBplotLM4;
994 >  if(PlottingSetup::RestrictToMassPeak) JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM4"));
995 >  else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
996    TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
997    
998    JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
# Line 507 | Line 1016 | void signal_bg_comparison()
1016    TLegend *signal_bg_comparison_leg2 =  make_legend("",0.55,0.75,false);
1017    signal_bg_comparison_leg2->AddEntry(JZBplotZJETs,"Z+Jets","f");
1018    signal_bg_comparison_leg2->AddEntry(JZBplotTtbar,"t#bar{t}","f");
1019 <  signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1019 >  if(PlottingSetup::RestrictToMassPeak) signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM4","f");
1020 >  else signal_bg_comparison_leg2->AddEntry(JZBplotLM4,"LM3","f");
1021    signal_bg_comparison_leg2->Draw();
1022    DrawMCPrelim(simulatedlumi);
1023    CompleteSave(can,"jzb_bg_vs_signal_distribution");
# Line 654 | Line 1164 | vector<TF1*> do_extended_fit_to_plot(TH1
1164   //      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)
1165    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1166    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1167 <  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);
1167 >  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);
1168  
1169  
1170    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 749 | Line 1259 | if you want to start from scratch (witho
1259    return return_functions;
1260   }
1261  
1262 < void do_prediction_plot(string jzb, TCanvas *globalcanvas, float sigma, float high, int use_data, bool overlay_signal = false )
1262 > void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
1263   {
1264 + //  switch_overunderflow(true);
1265    bool is_data=false;
1266    bool use_signal=false;
1267    if(use_data==1) is_data=true;
# Line 759 | Line 1270 | void do_prediction_plot(string jzb, TCan
1270    if(is_data) nbins=50;
1271    float low=0;
1272    float hi=500;
1273 +  
1274    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
1275    TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1276    TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1277    TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1278    TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1279 +
1280    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
1281    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
1282    blankback->GetXaxis()->CenterTitle();
# Line 778 | Line 1291 | void do_prediction_plot(string jzb, TCan
1291    TH1F *RcorrJZBeemmNoS;
1292  
1293      //these are for the ratio
1294 +  
1295    TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1296    TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1297    TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
# Line 791 | Line 1305 | void do_prediction_plot(string jzb, TCan
1305    if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
1306  
1307    
1308 <  if(PlottingSetup::RestrictToMassPeak) {
1308 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1309      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1310      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1311      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1312      LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1313 <
1313 >    
1314      //these are for the ratio
1315      JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1316      JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1317      JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
1318      JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
805
1319    }
1320    
1321    TH1F *lm4RcorrJZBeemm;
1322 <  if(overlay_signal || use_data == 2 ) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM4"));
1322 >  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,is_data, luminosity,allsamples.FindSample("LM"));
1323    
1324    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
1325    
# Line 815 | Line 1328 | void do_prediction_plot(string jzb, TCan
1328      
1329    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1330    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
1331 <  if(PlottingSetup::RestrictToMassPeak) {
1331 >    
1332 >  TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1333 >  ClearHisto(BpredSys);
1334 >    
1335 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1336      Bpred->Add(RcorrJZBem,1.0/3.);
1337      Bpred->Add(LcorrJZBem,-1.0/3.);
1338      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 837 | Line 1354 | void do_prediction_plot(string jzb, TCan
1354      JBpred->Add(JLcorrJZBSBem,-1.0/3.);
1355      JBpred->Add(JRcorrJZBSBeemm,1.0/3.);
1356      JBpred->Add(JLcorrJZBSBeemm,-1.0/3.);
1357 +      
1358 +    //Systematics:
1359 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertONPEAK*zjetsestimateuncertONPEAK);
1360 +    AddSquared(BpredSys,JRcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1361 +    AddSquared(BpredSys,JLcorrJZBem,emuncertONPEAK*emuncertONPEAK*(1.0/9));
1362 +    AddSquared(BpredSys,JRcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1363 +    AddSquared(BpredSys,JLcorrJZBSBem,emsidebanduncertONPEAK*emsidebanduncertONPEAK*(1.0/9));
1364 +    AddSquared(BpredSys,JRcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1365 +    AddSquared(BpredSys,JLcorrJZBSBeemm,eemmsidebanduncertONPEAK*eemmsidebanduncertONPEAK*(1.0/9));
1366    } else {
1367      Bpred->Add(RcorrJZBem,1.0);
1368      Bpred->Add(LcorrJZBem,-1.0);
# Line 846 | Line 1372 | void do_prediction_plot(string jzb, TCan
1372      //these are for the ratio
1373      JBpred->Add(JRcorrJZBem,1.0);
1374      JBpred->Add(JLcorrJZBem,-1.0);
1375 +      
1376 +    //Systematics
1377 +    AddSquared(BpredSys,JLcorrJZBeemm,zjetsestimateuncertOFFPEAK*zjetsestimateuncertOFFPEAK);
1378 +    AddSquared(BpredSys,JRcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1379 +    AddSquared(BpredSys,JLcorrJZBem,emuncertOFFPEAK*emuncertOFFPEAK);
1380 +
1381    }
1382      
1383 <  
1383 >  SQRT(BpredSys);
1384 >  BpredSys->Divide(JBpred);
1385 >
1386    
1387    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1388    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1389    Tpred->Add(LcorrJZBem,-1.0);
1390 <  if(PlottingSetup::RestrictToMassPeak) {
1390 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1391      Tpred->Add(RcorrJZBSBem,1.0);
1392      Tpred->Add(LcorrJZBSBem,-1.0);
1393      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 893 | Line 1427 | void do_prediction_plot(string jzb, TCan
1427    blankback->Draw();
1428    if(use_data==1)
1429    {
1430 +    //Bpred->SetLineWidth(3); //paper style.overruled.
1431 +    //lm4RcorrJZBeemm->SetLineWidth(3); //paper style.overruled.
1432      analytical_function = do_extended_fit_to_plot(Bpred,Tpred,LcorrJZBeemm,LcorrJZBem,is_data);
1433      kinpad->cd();//necessary because the extended fit function creates its own canvas
1434      RcorrJZBeemm->Draw("e1x0,same");
1435  
1436      Bpred->Draw("hist,same");
1437 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1437 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1438      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1439 +    lm4RcorrJZBeemm->Draw("hist,same");
1440      legBpred->AddEntry(RcorrJZBeemm,"observed","p");
1441      legBpred->AddEntry(Bpred,"predicted","l");
1442 <    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1443 <    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1444 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1442 > //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1443 > //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1444 >    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1445      legBpred->Draw();
1446      DrawPrelim();
1447  
1448      //this plot shows what the prediction is composed of
1449 <    TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1450 <    specialcanv->SetLogy(1);
1451 <    Zjetspred->SetFillColor(kYellow);
1452 <    Zjetspred->SetLineColor(kYellow);
1453 <    TTbarpred->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1454 <    TTbarpred->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1449 >    TPad *predcomppad = new TPad("predcomppad","predcomppad",0,0,1,1);
1450 >    float CurrentBpredLineWidth=Bpred->GetLineWidth();
1451 >    Bpred->SetLineWidth(2);
1452 >    predcomppad->cd();
1453 >    predcomppad->SetLogy(1);
1454 >    
1455 >    TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
1456 >    TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
1457 >    sidebandsemu->Add(jzbnegative,-1);
1458 >    
1459 >    jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1460 >    jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
1461 >    sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1462 >    sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
1463 >    
1464      THStack predcomposition("predcomposition","prediction composition");
1465 <    predcomposition.Add(TTbarpred);
1466 <    predcomposition.Add(Zjetspred);
1465 >    predcomposition.Add(sidebandsemu);
1466 >    predcomposition.Add(jzbnegative);
1467      blankback->Draw();
1468      RcorrJZBeemm->Draw("e1x0,same");
1469      predcomposition.Draw("histo,same");//
1470      Bpred->Draw("hist,same");
1471 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1471 > //    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1472      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1473 <    legBpred->Draw();
1473 > //    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
1474 >    lm4RcorrJZBeemm->SetLineWidth(2);
1475 >    //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
1476 >    lm4RcorrJZBeemm->Draw("histo,same");
1477      DrawPrelim();
1478 <    TLegend *specialleg = new TLegend(0.6,0.4,0.89,0.55);
1479 <    specialleg->SetFillColor(kWhite);specialleg->SetLineColor(kWhite);
1480 <    specialleg->AddEntry(Zjetspred,"Z+Jets prediction","f");
1481 <    specialleg->AddEntry(TTbarpred,"t#bar{t} prediction","f");
1482 <    specialleg->Draw("same");
1483 <    CompleteSave(specialcanv,"Bpred_Data_____PredictionComposition");
1484 <
1485 <    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1478 >    TLegend *speciallegBpred = make_legend("",0.45,0.55);
1479 >    //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
1480 >    speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1481 >    speciallegBpred->AddEntry(Bpred,"Total background","l");
1482 >    speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1483 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1484 >    else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1485 > //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1486 >    speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1487 >    speciallegBpred->Draw();
1488 >    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
1489 >    
1490 >    TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
1491 >    specialcanv->SetLogy(1);
1492 > //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
1493      blankback->Draw();
1494 <    kostack.Draw("same");
1494 > //    kostack.Draw("same");
1495 >    predcomposition.Draw();
1496      Bpred->Draw("hist,same");
1497 <    analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1497 >    //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
1498      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1499      legBpred->Draw();
1500      DrawPrelim();
1501 <    CompleteSave(specialcanv,"Bpred_Data_____PredictionCompositioninMC");
1501 >    CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1502 >    Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1503 >    
1504      
1505 <    delete specialcanv;
1506 <    delete specialleg;
1505 >    //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;
1506 >    
1507 >    delete speciallegBpred;
1508      delete Zjetspred;
1509      delete TTbarpred;
1510      
# Line 952 | Line 1512 | void do_prediction_plot(string jzb, TCan
1512    }
1513    if(use_data==0) {
1514      RcorrJZBeemm->Draw("e1x0,same");
1515 +    //Bpred->SetLineWidth(3); // paper style. overruled.
1516      Bpred->Draw("hist,same");
1517      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1518 <    legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1519 <    legBpred->AddEntry(Bpred,"MC predicted","l");
1518 >    legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1519 >    legBpred->AddEntry(Bpred,"MC predicted","l");    
1520      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
1521      if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
1522      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
# Line 966 | Line 1527 | void do_prediction_plot(string jzb, TCan
1527    }
1528    if(use_data==2) {
1529      RcorrJZBeemm->Draw("e1x0,same");
1530 +    //Bpred->SetLineWidth(3); // paper style. overruled.
1531      Bpred->Draw("hist,same");
1532      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1533 <    legBpred->AddEntry(RcorrJZBeemm,"MC observed","p");
1533 >    legBpred->AddEntry(RcorrJZBeemm,"MC true","p");
1534      legBpred->AddEntry(Bpred,"MC predicted","l");
1535 <    legBpred2->AddEntry(RcorrJZBeemm,"MC observed","p");
1535 >    legBpred2->AddEntry(RcorrJZBeemm,"MC true","p");
1536      legBpred2->AddEntry(Bpred,"MC predicted","l");
1537      {
1538        if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18 --> now only allowed for root >=v5.30
# Line 981 | Line 1543 | void do_prediction_plot(string jzb, TCan
1543   //      CompleteSave(globalcanvas,"Bpred_MCwithS"); // done below in save_with_ratio
1544      }
1545      {
1546 +      //lm4RcorrJZBeemm->SetLineWidth(3); //paper style. overruled.
1547 +      //RcorrJZBeemmNoS->SetLineWidth(3); //paper style. overruled.
1548 +      //lm4RcorrJZBeemm->SetLineStyle(2); //paper style. overruled.
1549 +      //RcorrJZBeemmNoS->SetLineStyle(3); //paper style. overruled.
1550 +      //lm4RcorrJZBeemm->SetLineColor(kOrange+1); //paper style. overruled.
1551 +      
1552        RcorrJZBeemmNoS->SetLineStyle(2);
1553        legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
1554        legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
# Line 999 | Line 1567 | void do_prediction_plot(string jzb, TCan
1567    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
1568    string ytitle("ratio");
1569    if ( use_data==1 ) ytitle = "data/pred";
1570 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1570 >  //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1571 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1572  
1573    
1574    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1575 <  /// The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1576 <  if(!PlottingSetup::RestrictToMassPeak) return;
1577 <  TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1578 <  Bpredem->Add(RcorrJZBem);
1579 <  Bpredem->Add(LcorrJZBem,-1);
1580 <  TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1581 <  BpredSBem->Add(RcorrJZBSBem);
1582 <  Bpred->Add(LcorrJZBSBem,-1);
1583 <  TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");  
1584 <  BpredSBeemm->Add(RcorrJZBSBeemm);
1585 <  BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1586 <  globalcanvas->cd();
1587 <  globalcanvas->SetLogy(1);
1588 <
1589 <  RcorrJZBeemm->SetMarkerStyle(20);
1590 <  RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1591 <  blankback->Draw();
1592 <  RcorrJZBeemm->Draw("e1x0,same");
1593 <  RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1594 <  
1595 <  Bpredem->SetLineColor(kRed+1);
1596 <  Bpredem->SetStats(0);
1597 <  Bpredem->Draw("hist,same");
1598 <
1599 <  BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1600 <  BpredSBem->SetLineStyle(2);
1601 <  BpredSBem->Draw("hist,same");
1602 <
1603 <  BpredSBeemm->SetLineColor(kBlue+1);
1604 <  BpredSBeemm->SetLineStyle(3);
1605 <  BpredSBeemm->Draw("hist,same");
1606 <  RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1607 <
1608 <  TLegend *legBpredc = make_legend("",0.6,0.55);
1609 <  if(use_data==1)
1610 <  {
1611 <    legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1612 <    legBpredc->AddEntry(Bpredem,"OFZP","l");
1613 <    legBpredc->AddEntry(BpredSBem,"OFSB","l");
1614 <    legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1615 <    legBpredc->Draw();
1616 <    CompleteSave(globalcanvas,"Bpred_Data_comparison");
1617 <  }
1618 <  if(use_data==0) {
1619 <    legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1620 <    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1621 <    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1622 <    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1623 <    legBpredc->Draw();
1624 <    CompleteSave(globalcanvas,"Bpred_MC_comparison");
1625 <  }
1626 <  if(use_data==2) {
1627 <    legBpredc->AddEntry(RcorrJZBeemm,"MC observed","p");
1628 <    legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1629 <    legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1630 <    legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1631 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1632 <    legBpredc->Draw();
1633 <    CompleteSave(globalcanvas,"Bpred_MCwithS_comparison");
1575 >  // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1576 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1577 >    TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1578 >    Bpredem->Add(RcorrJZBem);
1579 >    Bpredem->Add(LcorrJZBem,-1);
1580 >    TH1F *BpredSBem = (TH1F*)LcorrJZBeemm->Clone("BpredSBem");
1581 >    BpredSBem->Add(RcorrJZBSBem);
1582 >    Bpred->Add(LcorrJZBSBem,-1);
1583 >    TH1F *BpredSBeemm = (TH1F*)LcorrJZBeemm->Clone("BpredSBeemm");  
1584 >    BpredSBeemm->Add(RcorrJZBSBeemm);
1585 >    BpredSBeemm->Add(LcorrJZBSBeemm,-1.0);
1586 >    globalcanvas->cd();
1587 >    globalcanvas->SetLogy(1);
1588 >    
1589 >    RcorrJZBeemm->SetMarkerStyle(20);
1590 >    RcorrJZBeemm->GetXaxis()->SetRangeUser(0,high);
1591 >    blankback->Draw();
1592 >    RcorrJZBeemm->Draw("e1x0,same");
1593 >    RcorrJZBeemm->SetMarkerSize(DataMarkerSize);
1594 >    
1595 >    Bpredem->SetLineColor(kRed+1);
1596 >    Bpredem->SetStats(0);
1597 >    Bpredem->Draw("hist,same");
1598 >    
1599 >    BpredSBem->SetLineColor(kGreen+2);//TColor::GetColor("#0B6138"));
1600 >    BpredSBem->SetLineStyle(2);
1601 >    BpredSBem->Draw("hist,same");
1602 >    
1603 >    BpredSBeemm->SetLineColor(kBlue+1);
1604 >    BpredSBeemm->SetLineStyle(3);
1605 >    BpredSBeemm->Draw("hist,same");
1606 >    RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
1607 >    
1608 >    TLegend *legBpredc = make_legend("",0.6,0.55);
1609 >    if(use_data==1)
1610 >    {
1611 >      legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
1612 >      legBpredc->AddEntry(Bpredem,"OFZP","l");
1613 >      legBpredc->AddEntry(BpredSBem,"OFSB","l");
1614 >      legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
1615 >      legBpredc->Draw();
1616 >      CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
1617 >    }
1618 >    if(use_data==0) {
1619 >      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1620 >      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1621 >      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1622 >      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1623 >      legBpredc->Draw();
1624 >      CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
1625 >    }
1626 >    if(use_data==2) {
1627 >      legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
1628 >      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
1629 >      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
1630 >      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
1631 >      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1632 >      legBpredc->Draw();
1633 >      CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
1634 >    }
1635    }
1636 +  
1637 +  TFile *f = new TFile("tester.root","RECREATE");
1638 +  RcorrJZBeemm->Write();
1639 +  Bpred->Write();
1640 +  f->Close();
1641 +  
1642    delete RcorrJZBeemm;
1643    delete LcorrJZBeemm;
1644    delete RcorrJZBem;
# Line 1075 | Line 1651 | void do_prediction_plot(string jzb, TCan
1651  
1652    delete blankback;
1653    
1654 <  if(PlottingSetup::RestrictToMassPeak) {
1654 >  delete BpredSys;
1655 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1656      delete RcorrJZBSBem;
1657      delete LcorrJZBSBem;
1658      delete RcorrJZBSBeemm;
# Line 1087 | Line 1664 | void do_prediction_plot(string jzb, TCan
1664      delete JLcorrJZBSBeemm;
1665    }
1666    if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1667 +  switch_overunderflow(false);
1668   }
1669  
1670   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
1671    TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1672 <  do_prediction_plot(datajzb,globalcanvas,DataSigma,jzbHigh ,data,overlay_signal);
1673 <  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mc,overlay_signal);
1674 <  do_prediction_plot(mcjzb,globalcanvas,MCSigma,jzbHigh ,mcwithsignal,overlay_signal);
1672 >  do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1673 >  if ( !PlottingSetup::Approved ) {
1674 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1675 >    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1676 >  } else {
1677 >    write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1678 >  }
1679   }
1680  
1681   void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
# Line 1111 | Line 1693 | void do_ratio_plot(int is_data,vector<fl
1693    TH1F *RcorrJZBSBeemm;
1694    TH1F *LcorrJZBSbeemm;
1695    
1696 <  if(PlottingSetup::RestrictToMassPeak) {
1696 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1697      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1698      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1699      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
# Line 1123 | Line 1705 | void do_ratio_plot(int is_data,vector<fl
1705  
1706    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1707    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1708 <  if(PlottingSetup::RestrictToMassPeak) {
1708 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1709      Bpred->Add(RcorrJZBem,1.0/3);
1710      Bpred->Add(LcorrJZBem,-1.0/3);
1711      Bpred->Add(RcorrJZBSBem,1.0/3);
# Line 1430 | Line 2012 | void draw_pure_jzb_histo(TCut cut,string
2012    datahisto->Draw("same,e1");
2013    
2014    TLegend *leg;
2015 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2016 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2017 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2018 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2019 <  else {
2020 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2021 <    exit(-1);
2022 <      }
2015 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2016 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2017 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
2018 >  } else {
2019 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2020 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2021 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2022 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2023 >    else {
2024 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2025 >      exit(-1);
2026 >    }
2027 >  }
2028    leg->Draw();
2029    string write_cut = decipher_cut(cut,"");
2030    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
2031    writeline1->SetTextSize(0.035);
2032    writeline1->Draw();
2033 <  save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2033 >  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
2034 >  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
2035    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
2036    jzbpad2->cd();
2037    jzbpad2->SetLogy(1);
# Line 1458 | Line 2046 | void draw_pure_jzb_histo(TCut cut,string
2046    writeline1->SetTextSize(0.035);
2047    writeline1->Draw();
2048    DrawPrelim();
2049 <  save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2049 >  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
2050 >  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
2051    datahisto->Delete();
2052    mcstack.Delete();
2053   }
# Line 1466 | Line 2055 | void draw_pure_jzb_histo(TCut cut,string
2055   Double_t GausR(Double_t *x, Double_t *par) {
2056    return gRandom->Gaus(x[0],par[0]);
2057   }
2058 +
2059 + void produce_stretched_jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2060 +  TCanvas *dican = new TCanvas("dican","JZB Plots Canvas");
2061 +  float max=jzbHigh ;
2062 +  float min=-120;
2063 +  int nbins=(int)((max-min)/5.0); // we want 5 GeV/bin
2064 +  int coarserbins=int(nbins/2.0);
2065 +  int rebinnedbins=int(nbins/4.0);
2066 +  
2067 +  vector<float>binning;vector<float>coarse_binning;vector<float>coarsest_binning;
2068 +  for(int i=0;i<=nbins;i++)binning.push_back(min+i*(max-min)/((float)nbins));
2069 +  for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2070 +  for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2071 +
2072 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP",dican,binning);
2073 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP",dican,binning);
2074 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_SFZP",dican,binning);
2075 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2076 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2077 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2078 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2079 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2080 +  
2081 +  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2082 +  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2083 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2084 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2085 +  
2086 +  delete dican;
2087 + }
2088 +  
2089 +
2090 + void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2091 +  vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
2092 +  
2093 +  if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
2094 +    write_error(__FUNCTION__,"Could not find any diboson samples - aborting diboson plots");
2095 +    return;
2096 +  }
2097 +  
2098 +  float stretchfactor = 100.0;
2099 +  vector<string> labels;
2100 +  
2101 +  
2102 +  dout << "Going to increase the cross section for diboson samples ... " << endl;
2103 +  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2104 +    float origxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2105 +    (allsamples.collection)[SamplesToBeModified[i]].xs=origxs*stretchfactor;
2106 +    dout << "     Increased xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].filename << " from " << origxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ")" << endl;
2107 +    labels.push_back((allsamples.collection)[SamplesToBeModified[i]].samplename);
2108 +    (allsamples.collection)[SamplesToBeModified[i]].samplename=any2string(int(stretchfactor))+" x "+(allsamples.collection)[SamplesToBeModified[i]].samplename;
2109 +    dout << "         (also renamed it to " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " )" << endl;
2110 +  }
2111 +  
2112 +  dout << "Going to produce JZB plots" << endl;
2113 +  produce_stretched_jzb_plots(mcjzb,datajzb,ratio_binning);
2114 +  TCanvas *gloca = new TCanvas("gloca","gloca");
2115 +  
2116 +  dout << "Going to produce prediction plots" << endl;
2117 +  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
2118 +  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
2119 +  delete gloca;
2120 +
2121 +  dout << "Going to reset the cross section for diboson samples ... " << endl;
2122 +  for(int i=0;i<(int)SamplesToBeModified.size();i++) {
2123 +    float Upxs=(allsamples.collection)[SamplesToBeModified[i]].xs;
2124 +    (allsamples.collection)[SamplesToBeModified[i]].xs=(allsamples.collection)[SamplesToBeModified[i]].xs*(1.0/stretchfactor);
2125 +    string Upname=(allsamples.collection)[SamplesToBeModified[i]].samplename;
2126 +    (allsamples.collection)[SamplesToBeModified[i]].samplename=labels[i];
2127 +    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;
2128 +    
2129 +  }
2130 +  
2131 + }
2132 +
2133 +
2134 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2135 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2136 +  jzbpad->cd();
2137 +  jzbpad->SetLogy(1);
2138 +  string xlabel="JZB [GeV]";
2139 +
2140 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2141 +  datahisto1->SetLineColor(kRed);
2142 +  datahisto1->SetMarkerColor(kRed);
2143 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2144 +  datahisto2->SetLineColor(kBlue);
2145 +  datahisto2->SetMarkerColor(kBlue);
2146 +  
2147 +  datahisto2->SetMarkerSize(DataMarkerSize);
2148 +  datahisto1->DrawNormalized("e1");
2149 +  datahisto2->DrawNormalized("histo,same");
2150 +  datahisto1->DrawNormalized("same,e1");
2151    
2152 +  TLegend *leg = make_legend();
2153 +  leg->AddEntry(datahisto1,legentry1.c_str());
2154 +  leg->AddEntry(datahisto2,legentry2.c_str());
2155 +  leg->Draw();
2156 +  
2157 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2158 +  
2159 +  datahisto1->Delete();
2160 +  datahisto2->Delete();
2161 + }
2162 +
2163 +
2164   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2165    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2166    float max=jzbHigh ;
# Line 1480 | Line 2174 | void jzb_plots(string mcjzb, string data
2174    for(int i=0;i<=coarserbins;i++)coarse_binning.push_back(min+i*(max-min)/((float)coarserbins));
2175    for(int i=0;i<=rebinnedbins;i++)coarsest_binning.push_back(min+i*(max-min)/((float)rebinnedbins));
2176  
2177 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2178 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2179 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2180 <  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2181 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2182 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2183 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2184 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2185 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2177 >  if ( !PlottingSetup::Approved ) {
2178 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP",can,binning);
2179 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP",can,binning);
2180 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_SFZP",can,binning);
2181 >    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_SFZP",can,binning);
2182 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2183 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2184 >    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2185 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2186 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2187 >    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);
2188 >    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);
2189 >    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);
2190 >
2191 >  }
2192    
2193    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2194 <  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2195 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2196 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2197 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2198 <
2199 < //  draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarsest",can,coarsest_binning);
2200 < //  draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarsest",can,coarsest_binning);
1501 < //  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1502 < //  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarsest",can,coarsest_binning);
1503 < //  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarsest",can,coarsest_binning);
2194 >  if ( !PlottingSetup::Approved ) {
2195 >    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2196 >    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2197 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2198 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2199 >  }
2200 >  delete can;
2201   }
2202  
2203  
# Line 1550 | Line 2247 | void compute_MC_yields(string mcjzb,vect
2247    TCanvas *yica = new TCanvas("yica","yield canvas");
2248    
2249    int nRegions=4;
2250 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2250 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2251    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2252    string posneg[] = {"pos","neg"};
2253    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
2254  
2255 <  for(int ijzb=0;ijzb<jzb_cuts.size();ijzb++) {
2255 >  for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2256      TCut jzbMC[]  = { give_jzb_expression(mcjzb,jzb_cuts[ijzb],"pos"), give_jzb_expression(mcjzb,jzb_cuts[ijzb],"neg") };
2257      dout << "_________________________________________________________" << endl;
2258      dout << "Table for JZB> " << jzb_cuts[ijzb] << endl;
2259 <    for(int isample=0;isample<(allsamples.collection).size();isample++) {
2259 >    for(int isample=0;isample<(int)(allsamples.collection).size();isample++) {
2260        if(!(allsamples.collection)[isample].is_data) dout << (allsamples.collection)[isample].samplename << "  &  ";
2261        else dout << "Sample & ";
2262        for(int iregion=0;iregion<nRegions;iregion++) {
# Line 1818 | Line 2515 | void draw_ttbar_and_zjets_shape_for_one_
2515  
2516   void draw_ttbar_and_zjets_shape(string mcjzb, string datajzb) {
2517    int all_leptons=-1;
1821  int electrons_only=0;
1822  int mu_only=1;
1823  int twojetswith50gev=1;
2518    int threejetswith30gev=0;
2519   /*  
2520 +  int twojetswith50gev=1;
2521 +  int electrons_only=0;
2522 +  int mu_only=1;
2523 +
2524    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,twojetswith50gev);
2525    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev);
2526    
# Line 1836 | Line 2534 | void draw_ttbar_and_zjets_shape(string m
2534    draw_ttbar_and_zjets_shape_for_one_configuration(mcjzb,datajzb,all_leptons,threejetswith30gev,true);
2535   }
2536  
2537 < void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
1840 <  //first: colorful plots
2537 > float find_one_correction_factor(string FindKeyword, bool dodata, TCut SpecialCut, string SaveAs) {
2538    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2539    cancorr->SetLogz();
2540    cancorr->SetRightMargin(0.13);
2541 <  flag_this_change(__FUNCTION__,__LINE__,false);//PlottingSetup::RestrictToMassPeak
2542 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)");
2541 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2542 >
2543 >  if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2544    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2545 <  (allsamples.collection)[allsamples.FindSample("Data")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotd",zptforresponsepresentation);
2545 >  niceresponseplotd->Sumw2();
2546 >  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2547 >  vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2548 >  for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2549 >    if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2550 >    if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2551 >    
2552 >    dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2553 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2554 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2555 >  }
2556 >  niceresponseplotd->Add(emuResponse,-1);
2557 >  
2558    niceresponseplotd->SetStats(0);
2559    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2560    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 1852 | Line 2562 | void find_correction_factors(string &jzb
2562    niceresponseplotd->GetYaxis()->CenterTitle();
2563    niceresponseplotd->Draw("COLZ");
2564    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2565 +  profd->Rebin(2);
2566    profd->SetMarkerSize(DataMarkerSize);
2567 <  profd->Fit("pol0","","same,e1",30,400);
2567 >  profd->Fit("pol0","","same,e1",100,400);
2568    DrawPrelim();
2569 <  TText* title = write_text(0.5,0.7,"Data");
2569 >  string stitle="Data";
2570 >  if(!Contains(FindKeyword,"Data")) stitle="MC";
2571 >  TText* title = write_text(0.5,0.7,stitle.c_str());
2572    title->SetTextAlign(12);
2573    title->Draw();
2574    TF1 *datapol=(TF1*)profd->GetFunction("pol0");
2575 <  float datacorrection=datapol->GetParameter(0);
2576 <  stringstream dataresstring;
2577 <  dataresstring<<"Response: "<<std::setprecision(2)<<100*datacorrection<<" %";
2578 <  TText* restitle = write_text(0.5,0.65,dataresstring.str());
2575 >  float correction=datapol->GetParameter(0);
2576 >  stringstream resstring;
2577 >  resstring<<"Response: "<<std::setprecision(2)<<100*correction<<" %";
2578 >  TText* restitle = write_text(0.5,0.65,resstring.str());
2579    restitle->SetTextAlign(12);
2580    restitle->SetTextSize(0.03);
2581    restitle->Draw();
2582 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_Data");
2583 <  
2584 <  TH2F *niceresponseplotm = new TH2F("niceresponseplotm","",100,0,600,100,0,5);
2585 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt>>niceresponseplotm",zptforresponsepresentation);
2586 <  niceresponseplotm->SetStats(0);
2587 <  niceresponseplotm->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2588 <  niceresponseplotm->GetYaxis()->SetTitle("Response");
2589 <  niceresponseplotm->GetXaxis()->CenterTitle();
1877 <  niceresponseplotm->GetYaxis()->CenterTitle();
1878 <  niceresponseplotm->Draw("COLZ");
1879 <  (allsamples.collection)[allsamples.FindSample("DY")[0]].events->Draw("sumJetPt[1]/pt:pt",zptforresponsepresentation,"PROF,same");
1880 <  TProfile * profm = (TProfile*)niceresponseplotm->ProfileX();
1881 <  profm->SetMarkerSize(DataMarkerSize);
1882 <  profm->Fit("pol0","","same,e1",30,400);
1883 <  DrawMCPrelim();
1884 <  title = write_text(0.5,0.7,"MC simulation");
1885 <  title->SetTextAlign(12);
1886 <  title->Draw();
1887 <  TF1 *mcpol=(TF1*)profm->GetFunction("pol0");
1888 <  float mccorrection=mcpol->GetParameter(0);
1889 <  stringstream mcresstring;
1890 <  mcresstring<<"Response: "<<std::setprecision(2)<<100*mccorrection<<" %";
1891 <  TText* mcrestitle = write_text(0.5,0.65,mcresstring.str());
1892 <  mcrestitle->SetTextAlign(12);
1893 <  mcrestitle->SetTextSize(0.03);
1894 <  mcrestitle->Draw();
1895 <  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_MC");
2582 >  CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2583 >  delete cancorr;
2584 >  delete niceresponseplotd;
2585 >  delete profd;
2586 >  return correction;
2587 > }
2588 >
2589 > void find_correction_factors(string &jzbvardata,string &jzbvarmc) {
2590    
2591 +  dout << "Computing response corrections: " << endl;
2592 +  //Step 1 : Get results
2593 +  float datacorrection=find_one_correction_factor("Data",true,"","Data");
2594 +  float mccorrection=find_one_correction_factor("DY",false,"","MC");
2595 +  
2596 +  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
2597 +  float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
2598 +  
2599 +  float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
2600 +  float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
2601 +  
2602 +  cout << "Corrections : " << endl;
2603 +  cout << "   Data : " << datacorrection << endl;
2604 +  cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
2605 +  cout << "   MC : " << mccorrection << endl;
2606 +  cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
2607    
2608 <  //Step 2: Getting the result
1899 < //  TCut zptcutforresponse("pt>30&&pt<300&&TMath::Abs(91.2-mll)<20&&id1==id2&&(ch1*ch2<0)");
2608 >  //Step 2: Processing the result and making it into something useful :-)
2609    stringstream jzbvardatas;
2610 <  if(datacorrection>1) jzbvardatas<<"(jzb[1]-"<<datacorrection-1<<"*pt)";
2611 <  if(datacorrection<1) jzbvardatas<<"(jzb[1]+"<<1-datacorrection<<"*pt)";
2610 >  jzbvardatas << "(";
2611 >  
2612 >  if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
2613 >  if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
2614 >  
2615 >  if(dataMMcorrection>=1) jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]-" << dataMMcorrection-1 << "*pt))";
2616 >  if(dataMMcorrection<1)  jzbvardatas<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-dataMMcorrection << "*pt))";
2617 >  
2618 >  float averagecorrection=(dataMMcorrection+dataEEcorrection)/2.0;
2619 >  
2620 >  if(datacorrection>=1) jzbvardatas<<"+((id1!=id2)*(jzb[1]-" << datacorrection-1 << "*pt))";
2621 >  if(datacorrection<1) jzbvardatas<<"+((id1!=id2)*(jzb[1]+" << 1-datacorrection << "*pt))";
2622 >  
2623 >  jzbvardatas << ")";
2624    jzbvardata=jzbvardatas.str();
2625 +  
2626    stringstream jzbvarmcs;
2627 <  if(mccorrection>1) jzbvarmcs<<"(jzb[1]-"<<mccorrection-1<<"*pt)";
2628 <  if(mccorrection<1) jzbvarmcs<<"(jzb[1]+"<<1-mccorrection<<"*pt)";
2627 >  jzbvarmcs << "(";
2628 >  
2629 >  if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
2630 >  if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
2631 >  
2632 >  if(mcMMcorrection>=1) jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]-" << mcMMcorrection-1 << "*pt))";
2633 >  if(mcMMcorrection<1)  jzbvarmcs<<"+((id1==1&&id1==id2)*(jzb[1]+" << 1-mcMMcorrection << "*pt))";
2634 >  
2635 >  float averagemccorrection=(mcMMcorrection+mcEEcorrection)/2.0;
2636 >  
2637 >  if(mccorrection>=1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]-" << mccorrection-1 << "*pt))";
2638 >  if(mccorrection<1) jzbvarmcs<<"+((id1!=id2)*(jzb[1]+" << 1-mccorrection << "*pt))";
2639 >  
2640 >  jzbvarmcs << ")";
2641    jzbvarmc=jzbvarmcs.str();
2642 +
2643    dout << "JZB Z pt correction summary : " << endl;
2644    dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
2645    dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
2646 +  
2647   }
2648  
2649   void pick_up_events(string cut) {
# Line 1915 | Line 2651 | void pick_up_events(string cut) {
2651    allsamples.PickUpEvents(cut);
2652   }
2653  
2654 < void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError) {
2654 > void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
2655    dout << "Saving configuration template!" << endl;
2656    ofstream configfile;
2657    configfile.open("../DistributedModelCalculations/last_configuration.C");
# Line 1935 | Line 2671 | void save_template(string mcjzb, string
2671    configfile<<"string datajzb=\"datajzb_ERROR\";\n";
2672    configfile<<"string mcjzb=\"mcjzb_ERROR\";\n";
2673    configfile<<"vector<float>jzb_cuts;\n";
2674 +  configfile<<"vector<float>jzb_shape_limit_bins;\n";
2675    configfile<<"float MCPeakError=-999;\n";
2676 +  configfile<<"float DataPeakError=-999;\n";
2677    configfile<<"}\n\n";
2678  
2679    configfile<<"void read_config() {\n";
2680    configfile<<"datajzb=\""<<datajzb<<"\";\n";
2681    configfile<<"mcjzb=\""<<mcjzb<<"\";\n\n";
2682 <  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n\n";
2683 <  for(int i=0;i<jzb_cuts.size();i++) configfile<<"jzb_cuts.push_back("<<jzb_cuts[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2682 >  configfile<<"\n\nMCPeakError="<<MCPeakError<<";\n";
2683 >  configfile<<"DataPeakError="<<DataPeakError<<";\n\n";
2684 >  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";
2685 >  configfile<<"\n\n";
2686 >  for(int i=0;i<(int)Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2687 >  for(int i=0;i<(int)Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2688 >  for(int i=0;i<(int)Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2689    configfile<<"\n\n";
2690 <  for(int i=0;i<Nobs.size();i++) configfile<<"Nobs.push_back("<<Nobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2691 <  for(int i=0;i<Npred.size();i++) configfile<<"Npred.push_back("<<Npred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2692 <  for(int i=0;i<Nprederr.size();i++) configfile<<"Nprederr.push_back("<<Nprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2690 >  for(int i=0;i<(int)flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2691 >  for(int i=0;i<(int)flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2692 >  for(int i=0;i<(int)flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2693 >  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";
2694    configfile<<"\n\n";
1951  for(int i=0;i<flippedNobs.size();i++) configfile<<"flippedNobs.push_back("<<flippedNobs[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1952  for(int i=0;i<flippedNpred.size();i++) configfile<<"flippedNpred.push_back("<<flippedNpred[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
1953  for(int i=0;i<flippedNprederr.size();i++) configfile<<"flippedNprederr.push_back("<<flippedNprederr[i]<<"); // JZB cut at " << jzb_cuts[i] << "\n";
2695    configfile<<"\n\n";
2696    configfile<<"luminosity="<<luminosity<<";\n";
2697 +  configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2698 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2699    
2700    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2701    
# Line 1975 | Line 2718 | void draw_all_ttbar_histos(TCanvas *can,
2718    float max=histos[0]->GetMaximum();
2719    if(manualmin>=0) min=manualmin;
2720    else {
2721 <    for(int i=1;i<histos.size();i++) {
2721 >    for(int i=1;i<(int)histos.size();i++) {
2722        float curmin=get_nonzero_minimum(histos[i]);
2723        float curmax=histos[i]->GetMaximum();
2724        if(curmin<min) min=curmin;
# Line 1986 | Line 2729 | void draw_all_ttbar_histos(TCanvas *can,
2729    histos[0]->Draw(drawoption.c_str());
2730    stringstream drawopt;
2731    drawopt << drawoption << ",same";
2732 <  for(int i=1;i<histos.size();i++) {
2732 >  for(int i=1;i<(int)histos.size();i++) {
2733      histos[i]->Draw(drawopt.str().c_str());
2734    }
2735   }
# Line 1995 | Line 2738 | void ttbar_sidebands_comparison(string m
2738    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2739    //in the case of the OFF peak analysis, we compare our control region to the real value
2740    TCut weightbackup=cutWeight;
1998  cutWeight="1.0";
1999  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2741    
2742 +  bool doPURW=false;
2743 +  
2744 +  
2745 +  if(!doPURW) {
2746 +    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2747 +    cutWeight="1.0";
2748 +    // Do it without PU re-weighting
2749 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2750 +    stringstream resultsNoPU;
2751 +    stringstream noPUdatajzb;
2752 +    stringstream noPUmcjzb;
2753 +    
2754 +    stringstream mcjzbnoPU;
2755 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2756 +    mcjzb = noPUmcjzb.str();
2757 +  }
2758 +
2759 +      
2760 +  float simulatedlumi = luminosity; //in pb please - adjust to your likings
2761  
2762 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2762 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2763    TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2764    TH1F *TSem;
2765    TH1F *nTSem;
2766 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2766 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2767    TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2768    TH1F *TSeemm;
2769    TH1F *nTSeemm;
2770    
2771 <  if(PlottingSetup::RestrictToMassPeak) {
2772 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2771 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2772 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2775      nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2776    }
2777  
2778    TCanvas *tcan = new TCanvas("tcan","tcan");
2019  
2779    tcan->SetLogy(1);
2780    
2781    TZeemm->SetLineColor(kBlack);
# Line 2025 | Line 2784 | void ttbar_sidebands_comparison(string m
2784    TZem->SetMarkerColor(kRed);
2785  
2786  
2787 <  if(PlottingSetup::RestrictToMassPeak) {
2787 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2788          TSem->SetLineColor(TColor::GetColor("#00A616"));
2789          TSeemm->SetLineColor(kMagenta+2);
2790          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2035 | Line 2794 | void ttbar_sidebands_comparison(string m
2794    }
2795    
2796    vector<TH1F*> histos;
2797 +  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2798 +  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2799    histos.push_back(TZem);
2800    histos.push_back(TZeemm);
2801 <  if(PlottingSetup::RestrictToMassPeak) {
2801 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2802 >    TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2803 >    TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2804      histos.push_back(TSem);
2805      histos.push_back(TSeemm);
2806    }
2807 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2807 >  draw_all_ttbar_histos(tcan,histos,"histo",1);
2808    
2809    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2810    leg->AddEntry(TZeemm,"SFZP","l");
2811    leg->AddEntry(TZem,"OFZP","l");
2812 <  if(PlottingSetup::RestrictToMassPeak) {
2812 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2813      leg->AddEntry(TSeemm,"SFSB","l");
2814      leg->AddEntry(TSem,"OFSB","l");
2815    }
2816    leg->Draw("same");
2817    DrawMCPrelim(simulatedlumi);
2818    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
2056  
2819    TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
2820    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2821 <  TH1F *TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2822 <  TH1F *TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2821 >  TH1F *TSeemmcopy;
2822 >  TH1F *TSemcopy;
2823 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824 >    TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2825 >    TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2826 >  }
2827  
2828    TZem->Divide(TZeemm);
2829    TZem->SetMarkerStyle(21);
2830 <  if(PlottingSetup::RestrictToMassPeak) {
2830 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2831      TSem->Divide(TZeemm);
2832      TSeemm->Divide(TZeemm);
2833      TSem->SetMarkerStyle(24);
2834      TSeemm->SetMarkerStyle(32);
2835 < }
2835 >  }
2836  
2837    tcan->SetLogy(0);
2838    TZem->GetYaxis()->SetRangeUser(0,2.5);
2839    TZem->GetYaxis()->SetTitle("ratio");
2840    TZem->Draw();
2841 <  if(PlottingSetup::RestrictToMassPeak) {
2841 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842      TSem->Draw("same");
2843      TSeemm->Draw("same");
2844    }
2845    
2846 <  float linepos=0.25;
2847 <  if(PlottingSetup::RestrictToMassPeak) linepos=0.25;
2846 >  float linepos=emuncertONPEAK;
2847 >  if(!PlottingSetup::RestrictToMassPeak) linepos=emuncertOFFPEAK;
2848 >  
2849    TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
2850    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
2851    TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
2852    
2853 +  /*write_warning(__FUNCTION__,"These two lines are to be removed!");
2854 +  TLine *topalt = new TLine(binning[0],1.0+0.1,binning[binning.size()-1],1.0+0.1);
2855 +  TLine *bottomalt = new TLine(binning[0],1.0-0.1,binning[binning.size()-1],1.0-0.1);
2856 +  topalt->SetLineColor(kRed);topalt->SetLineStyle(3);
2857 +  bottomalt->SetLineColor(kRed);bottomalt->SetLineStyle(3);
2858 +  topalt->Draw("same");bottomalt->Draw("same");*/
2859 +  
2860 +  
2861    top->SetLineColor(kBlue);top->SetLineStyle(2);
2862    bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
2863    center->SetLineColor(kBlue);
# Line 2093 | Line 2868 | void ttbar_sidebands_comparison(string m
2868    
2869    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2870    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2871 <  if(PlottingSetup::RestrictToMassPeak) {
2871 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2872      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2873      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2874    }
# Line 2106 | Line 2881 | void ttbar_sidebands_comparison(string m
2881    DrawMCPrelim(simulatedlumi);
2882    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2883    
2884 +  if (0) { // Turn this off: we don't need this
2885  
2886 +    ///-------------- second part: only look at the quantity we actually care about!
2887 +    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2888 +    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2889 +    rightsfzp->Add(leftsfzp,-1);
2890 +    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2891 +    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2892 +    rightofzp->Add(leftofzp,-1);
2893 +    TH1F *leftofsb;
2894 +    TH1F *rightofsb;
2895 +    TH1F *leftsfsb;
2896 +    TH1F *rightsfsb;
2897 +    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2898 +      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2899 +      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2900 +      rightofsb->Add(leftofsb,-1);
2901 +      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2902 +      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2903 +      rightsfsb->Add(leftsfsb,-1);
2904 +    }
2905  
2906 < ///-------------- second part: only look at the quantity we actually care about!
2907 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2908 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2909 <  rightsfzp->Add(leftsfzp,-1);
2910 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2911 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2912 <  rightofzp->Add(leftofzp,-1);
2913 <  TH1F *leftofsb;
2914 <  TH1F *rightofsb;
2915 <  TH1F *leftsfsb;
2121 <  TH1F *rightsfsb;
2122 <  if(PlottingSetup::RestrictToMassPeak) {
2123 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2124 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2125 <        rightofsb->Add(leftofsb,-1);
2126 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2127 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2128 <        rightsfsb->Add(leftsfsb,-1);
2129 <  }
2906 >    tcan->SetLogy(1);
2907 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2908 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2909 >    rightsfzp->Draw("histo");
2910 >    rightofzp->Draw("histo,same");
2911 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2912 >      rightofsb->Draw("histo,same");
2913 >      rightsfsb->Draw("histo,same");
2914 >    }
2915 >    DrawMCPrelim(simulatedlumi);
2916  
2917 <  tcan->SetLogy(1);
2918 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2919 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2920 <  rightsfzp->Draw("histo");
2921 <  rightofzp->Draw("histo,same");
2922 <  if(PlottingSetup::RestrictToMassPeak) {
2923 <    rightofsb->Draw("histo,same");
2924 <    rightsfsb->Draw("histo,same");
2139 <  }
2140 <  DrawMCPrelim(simulatedlumi);
2917 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2918 >    legA->AddEntry(rightsfzp,"SFZP","l");
2919 >    legA->AddEntry(rightofzp,"OFZP","l");
2920 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2921 >      legA->AddEntry(rightofsb,"SFSB","l");
2922 >      legA->AddEntry(rightsfsb,"OFSB","l");
2923 >    }
2924 >    legA->Draw();
2925  
2926 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2143 <  legA->AddEntry(rightsfzp,"SFZP","l");
2144 <  legA->AddEntry(rightofzp,"OFZP","l");
2145 <  if(PlottingSetup::RestrictToMassPeak) {
2146 <    legA->AddEntry(rightofsb,"SFSB","l");
2147 <    legA->AddEntry(rightsfsb,"OFSB","l");
2148 <  }
2149 <  legA->Draw();
2926 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2927  
2928 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2928 >    tcan->SetLogy(0);
2929 >    rightofzp->Divide(rightsfzp);
2930 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2931 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2932 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2933 >    rightofzp->Draw();
2934 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2935 >      rightofsb->Divide(rightsfzp);
2936 >      rightsfsb->Divide(rightsfzp);
2937 >      rightofsb->Draw("same");
2938 >      rightsfsb->Draw("same");
2939 >    }
2940  
2941 <  tcan->SetLogy(0);
2942 <  rightofzp->Divide(rightsfzp);
2943 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2944 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.0);
2945 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2946 <  rightofzp->Draw();
2947 <  if(PlottingSetup::RestrictToMassPeak) {
2948 <    rightofsb->Divide(rightsfzp);
2949 <    rightsfsb->Divide(rightsfzp);
2950 <    rightofsb->Draw("same");
2951 <    rightsfsb->Draw("same");
2952 <  }
2953 <
2954 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2955 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2956 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2957 <  
2958 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2959 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2960 <  center2->SetLineColor(kBlue);
2961 <  
2962 <  top2->Draw("same");
2963 <  center2->Draw("same");
2964 <  bottom2->Draw("same");
2965 <
2966 <  rightofzp->SetMarkerStyle(21);
2967 <  if(PlottingSetup::RestrictToMassPeak) {
2180 <    rightofsb->SetMarkerStyle(24);
2181 <    rightsfsb->SetMarkerStyle(32);
2182 <  }
2183 <
2184 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2185 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2186 <  if(PlottingSetup::RestrictToMassPeak) {
2187 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2188 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2189 <  }
2190 <  leg3->AddEntry(bottom,"syst. envelope","l");
2191 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2192 <  leg3->SetY1(0.65);
2941 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2942 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2943 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2944 >  
2945 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2946 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2947 >    center2->SetLineColor(kBlue);
2948 >  
2949 >    top2->Draw("same");
2950 >    center2->Draw("same");
2951 >    bottom2->Draw("same");
2952 >
2953 >    rightofzp->SetMarkerStyle(21);
2954 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2955 >      rightofsb->SetMarkerStyle(24);
2956 >      rightsfsb->SetMarkerStyle(32);
2957 >    }
2958 >
2959 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2960 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2961 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2962 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2963 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2964 >    }
2965 >    leg3->AddEntry(bottom,"syst. envelope","l");
2966 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2967 >    leg3->SetY1(0.65);
2968    
2969 <  leg3->Draw("same");
2969 >    leg3->Draw("same");
2970    
2971 <  DrawMCPrelim(simulatedlumi);
2972 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2971 >    DrawMCPrelim(simulatedlumi);
2972 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2973 >
2974 >  }
2975  
2976    delete TZem;
2977    delete nTZem;
2978    delete TZeemm;
2979    delete nTZeemm;
2980 <  if(PlottingSetup::RestrictToMassPeak) {
2980 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2981          delete TSem;
2982          delete nTSem;
2983          delete TSeemm;
# Line 2213 | Line 2990 | void ttbar_sidebands_comparison(string m
2990  
2991   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
2992    vector<float> nicer_binning;
2993 <  nicer_binning.push_back(-125);
2993 >  
2994 > /*  nicer_binning.push_back(-400);
2995 >  nicer_binning.push_back(-250);
2996 >  nicer_binning.push_back(-200);
2997 >  nicer_binning.push_back(-150);
2998 >  nicer_binning.push_back(-100);
2999 >  nicer_binning.push_back(-50);
3000 >  nicer_binning.push_back(-20);
3001 >  
3002 >  nicer_binning.push_back(0);
3003 >  nicer_binning.push_back(20);
3004 >  nicer_binning.push_back(50);
3005 >  nicer_binning.push_back(100);
3006 >  nicer_binning.push_back(150);
3007 >  nicer_binning.push_back(200);
3008 >  nicer_binning.push_back(250);
3009 >  nicer_binning.push_back(400);*/
3010 >  
3011    nicer_binning.push_back(-100);
2218  nicer_binning.push_back(-75);
3012    nicer_binning.push_back(-50);
3013    nicer_binning.push_back(-25);
3014    nicer_binning.push_back(0);
# Line 2225 | Line 3018 | void ttbar_sidebands_comparison(string m
3018    nicer_binning.push_back(100);
3019    nicer_binning.push_back(125);
3020    nicer_binning.push_back(150);
3021 <  nicer_binning.push_back(175);
3021 >  //nicer_binning.push_back(175);
3022    nicer_binning.push_back(200);
3023 <  nicer_binning.push_back(230);
3024 <  nicer_binning.push_back(280);
3023 >  nicer_binning.push_back(250);
3024 >  nicer_binning.push_back(300);
3025    nicer_binning.push_back(400);
3026 +  
3027    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3028   }
3029  
3030  
3031 < void zjets_prediction_comparison() {
3032 <  // Do it without PU re-weighting
3033 <  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3034 <  stringstream resultsNoPU;
3035 <
3036 <  stringstream mcjzbnoPU;
3037 <  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,false);
3038 <  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
3039 <  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
3031 > void zjets_prediction_comparison(string mcjzbWithPUa) {
3032 >  TCanvas *zcan = new TCanvas("zcan","zcan");  
3033 > //  zcan->SetLogy(1);
3034 >  TCut weightbackup=cutWeight;
3035 >  
3036 >  bool UsePURW=false;
3037 >  
3038 >  
3039 >  string mcjzb;
3040 >  if(UsePURW) {
3041 >    mcjzb=mcjzbWithPUa;
3042 >  } else {
3043 >    // Do it without PU re-weighting
3044 >    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3045 >    stringstream resultsNoPU;
3046 >    stringstream noPUdatajzb;
3047 >    stringstream noPUmcjzb;
3048 >    
3049 >    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3050 >    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3051 >    
3052 >    mcjzb = noPUmcjzb.str();
3053 >    
3054 >    cutWeight="1.0";
3055 >  }
3056  
3057 <  string mcjzb = mcjzbnoPU.str();
3058 <  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
3057 >  
3058 >  vector<float> binning;
3059 >  binning.push_back(0);
3060 >  binning.push_back(10);
3061 >  binning.push_back(20);
3062 >  binning.push_back(40);
3063 >  binning.push_back(60);
3064 > //   binning.push_back(50);
3065 > //   binning.push_back(60);
3066 > //   binning.push_back(70);
3067 > //   binning.push_back(80);
3068 > //   binning.push_back(90);
3069 >  binning.push_back(100);
3070  
2250  TCut weightbackup=cutWeight;
2251  cutWeight="1.0";
2252  float sbg_min=0.;
2253  float sbg_max=100.;
2254  int sbg_nbins=5;
3071    float simulatedlumi = luminosity;//in pb please - adjust to your likings
3072    
3073    TCut kPos((mcjzb+">0").c_str());
3074    TCut kNeg((mcjzb+"<0").c_str());
3075    string var( "abs("+mcjzb+")" );
3076 +  
3077 +  TCut notTau("abs(genMID1)!=15");
3078 +  TCut ONLYTau("mll>20");
3079 +  
3080  
3081 <  TCut kcut(cutmass&&cutOSSF&&"pfJetGoodNum>2");
3082 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
3083 <                                  kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
2264 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",
2265 <                                  kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3081 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3082 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3083 >  
3084    hJZBpos->SetLineColor(kBlack);
3085    hJZBneg->SetLineColor(kRed);
3086    
3087 <  Int_t nbins = 5;
2270 <  Float_t xmax = 100.;
2271 <
2272 <  
2273 <  TCanvas *zcan = new TCanvas("zcan","zcan");  
2274 <  zcan->SetLogy(1);
2275 <
3087 >  hJZBpos->SetMinimum(1.0);
3088    hJZBpos->Draw("e1");
3089    hJZBneg->Draw("same,hist");
3090    hJZBpos->Draw("same,e1"); // So it's on top...
3091    
3092 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3092 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3093    leg->AddEntry(hJZBpos,"Observed","pe");
3094    leg->AddEntry(hJZBneg,"Predicted","l");
3095    leg->Draw("same");
3096    DrawMCPrelim(simulatedlumi);
3097 <  CompleteSave(zcan,"Systematics/zjets_prediction");
3097 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3098    
3099    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3100    hratio->Divide(hJZBneg);
3101    
3102 +  for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3103 +    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3104 +  }
3105 +  
3106    zcan->SetLogy(0);
3107 <  hratio->GetYaxis()->SetRangeUser(0,2.5);
3107 >  hratio->GetYaxis()->SetRangeUser(0,2.0);
3108    hratio->GetYaxis()->SetTitle("Observed/Predicted");
3109    hratio->Draw("e1");
3110    
3111 <  TLine *top = new TLine(sbg_min,1.25,sbg_max,1.25);
3112 <  TLine *center = new TLine(sbg_min,1.0,sbg_max,1.0);
3113 <  TLine *bottom = new TLine(sbg_min,0.75,sbg_max,0.75);
3111 >  TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
3112 >  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
3113 >  TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
3114    
3115  
3116    top->SetLineColor(kBlue);top->SetLineStyle(2);
# Line 2305 | Line 3121 | void zjets_prediction_comparison() {
3121    center->Draw("same");
3122    bottom->Draw("same");
3123    
3124 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3124 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3125    leg2->AddEntry(hratio,"obs / pred","pe");
3126    leg2->AddEntry(bottom,"syst. envelope","l");
3127    leg2->Draw("same");
3128    DrawMCPrelim(simulatedlumi);
3129 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3129 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3130 >  
3131 >  TCut reducedNJets(cutnJets);
3132 >  
3133 >  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3134 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3135 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3136 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3137 >
3138 >  TH1F *RcorrJZBSBem;
3139 >  TH1F *LcorrJZBSBem;
3140 >  TH1F *RcorrJZBSBeemm;
3141 >  TH1F *LcorrJZBSBeemm;
3142 >
3143 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3144 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3145 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3146 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3147 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3148 >  }
3149 >  
3150 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3151 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3152 >    Bpred->Add(RcorrJZBem,1.0/3.);
3153 >    Bpred->Add(LcorrJZBem,-1.0/3.);
3154 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
3155 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
3156 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3157 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3158 >  } else {
3159 >    Bpred->Add(RcorrJZBem,1.0);
3160 >    Bpred->Add(LcorrJZBem,-1.0);
3161 >  }
3162 >  
3163 >  Bpred->SetLineColor(kRed);
3164 >
3165 >  TAUhJZBpos->SetLineColor(kBlack);
3166 >  Bpred->SetLineColor(kRed);
3167 >  
3168 >  TAUhJZBpos->SetMinimum(1.0);
3169 >  TAUhJZBpos->Draw("e1");
3170 >  Bpred->Draw("same,hist");
3171 >  TAUhJZBpos->Draw("same,e1");
3172 >  
3173 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3174 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3175 >  TAUleg->AddEntry(Bpred,"Predicted","l");
3176 >  TAUleg->Draw("same");
3177 >  DrawMCPrelim(simulatedlumi);
3178 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3179 >  
3180 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3181 >  TAUhratio->Divide(Bpred);
3182 >  
3183 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3184 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3185 >  }
3186 >  
3187 >  zcan->SetLogy(0);
3188 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3189 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3190 >  TAUhratio->Draw("e1");
3191 >  
3192 >  top->Draw("same");
3193 >  center->Draw("same");
3194 >  bottom->Draw("same");
3195 >  
3196 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3197 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3198 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
3199 >  TAUleg2->Draw("same");
3200 >  DrawMCPrelim(simulatedlumi);
3201 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3202 >  
3203 >  delete Bpred;
3204 >  delete TAUhJZBpos;
3205 >  delete LcorrJZBeemm;
3206 >  delete RcorrJZBem;
3207 >  delete LcorrJZBem;
3208 >  
3209 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3210 >    delete RcorrJZBSBem;
3211 >    delete LcorrJZBSBem;
3212 >    delete RcorrJZBSBeemm;
3213 >    delete LcorrJZBSBeemm;
3214 >  }
3215 >  
3216    
3217    delete zcan;
3218    cutWeight=weightbackup;
# Line 2336 | Line 3238 | void sideband_assessment(string datajzb,
3238    tout << "\\begin{tabular}{l|cc}" << endl;
3239    tout << "\\hline" << endl;
3240    tout << "& {\\OFZP} & {\\OFSB} \\\\\\hline" << endl;
3241 <  tout << "\\#(events) & "<<OFSB<<" & "<<OFZP<<"\\\\ \\hline" << endl;
3241 >  tout << "\\#(events) & "<<OFZP<<" & "<<OFSB<<"\\\\ \\hline" << endl;
3242    tout << "\\end{tabular}" << endl;
3243    tout << "\\end{center}" << endl;
3244    tout << "\\end{table}" << endl;
# Line 2354 | Line 3256 | void make_table(samplecollection &coll,
3256    
3257    TCanvas *cannie = new TCanvas("cannie","cannie");
3258    
3259 <  for(int icut=0;icut<jzb_cuts.size();icut++) {
3259 >  for(int icut=0;icut<(int)jzb_cuts.size();icut++) {
3260      float currcut=jzb_cuts[icut];
3261      int nbins=1;float low=currcut;
3262      vector<int> mysample;
# Line 2369 | Line 3271 | void make_table(samplecollection &coll,
3271      TH1F *RcorrJZBSBeemm;
3272      TH1F *LcorrJZBSBeemm;
3273      
3274 <    if(PlottingSetup::RestrictToMassPeak) {
3274 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3275        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3276        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3277        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2377 | Line 3279 | void make_table(samplecollection &coll,
3279      }
3280      
3281      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3282 <    if(PlottingSetup::RestrictToMassPeak) {
3282 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3283        Bpred->Add(RcorrJZBem,1.0/3.);
3284        Bpred->Add(LcorrJZBem,-1.0/3.);
3285        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2413 | Line 3315 | void make_table(samplecollection &coll,
3315    //prediction part
3316    if(is_data) cout << "Data prediction & ";
3317    if(subselection!="none") cout << subselection << " prediction &";
3318 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3318 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutprediction[ij] << " vs " << metcutprediction[ij] << " & ";
3319    
3320    cout << endl;
3321    //observation part
3322    if(is_data) cout << "Data observation & ";
3323    if(subselection!="none") cout << subselection << " observation &";
3324 <  for(int ij=0;ij<jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3324 >  for(int ij=0;ij<(int)jzb_cuts.size();ij++) cout << jzbcutobservation[ij] << " vs " << metcutobservation[ij] << " & ";
3325    cout << endl;
3326    cout << "_________________________________________________________________" << endl;
3327    delete cannie;
# Line 2454 | Line 3356 | void JZBSelEff(string mcjzb, TTree* even
3356    int nbins = sizeof(xbins)/sizeof(float)-1;
3357    int markers[] = { 20, 26, 21, 24, 22, 25, 28 };
3358  
3359 <  TH1F* heff  = new TH1F("heff", "JZB eff ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3360 <  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3361 <  TH1F* hreco = new TH1F("hreco","JZB reco ; generator-level JZB [GeV]; efficiency",nbins,xbins);
3359 >  
3360 >  TH1F* heff  = new TH1F("heff", "JZB eff ; generator JZB [GeV]; efficiency",nbins,xbins);
3361 >  TH1F* hgen  = new TH1F("hgen", "JZB gen ; generator JZB [GeV]; efficiency",nbins,xbins);
3362 >  TH1F* hreco = new TH1F("hreco","JZB reco ; generator JZB [GeV]; efficiency",nbins,xbins);
3363  
3364    TCut kgen(genMassCut&&"genZPt>0&&genNjets>2&&abs(genMID)==23"&&cutOSSF);
3365    TCut kreco(cutmass);
# Line 2472 | Line 3375 | void JZBSelEff(string mcjzb, TTree* even
3375    TCanvas *can = new TCanvas("can","Canvas for JZB Efficiency",600,600);
3376    can->SetGridx(1);
3377    can->SetGridy(1);
3378 +  can->SetLeftMargin(0.16);
3379 +  can->SetRightMargin(0.05);
3380    TLegend *leg = make_legend("",0.6,0.2,false,0.89,0.5);
3381 +  leg->SetBorderSize(1);
3382 +  leg->SetLineColor(kBlack);
3383 +  leg->SetTextFont(62);
3384  
3385 <  
2478 <
2479 <  for ( int icut=0; icut<jzb_bins.size(); ++icut ) {
3385 >  for ( int icut=0; icut<(int)jzb_bins.size(); ++icut ) {
3386  
3387      ostringstream selection;
3388      selection << mcjzb << ">" << jzb_bins[icut];
# Line 2492 | Line 3398 | void JZBSelEff(string mcjzb, TTree* even
3398      }
3399    
3400      heff->GetXaxis()->SetRangeUser(min, max);
3401 + //    heff->GetXaxis()->SetLabelSize(0.05); // paper style. overruled.
3402 + //    heff->GetYaxis()->SetLabelSize(0.05); // paper style. overruled.
3403 + //    heff->GetXaxis()->SetTitleSize(0.06); // paper style. overruled.
3404 + //    heff->GetYaxis()->SetTitleSize(0.06); // paper style. overruled.
3405      heff->SetMarkerStyle(markers[icut]);
3406      heff->Fit("func","Q+","same");
3407  
# Line 2503 | Line 3413 | void JZBSelEff(string mcjzb, TTree* even
3413  
3414      // Store plot
3415      TH1F* h = (TH1F*)heff->Clone(hname);
3416 +    h->SetNdivisions(505,"X");
3417      if ( icut) h->Draw("same");
3418      else h->Draw();
3419      char htitle[256]; sprintf(htitle,"JZB > %3.0f GeV", jzb_bins[icut]);
# Line 2523 | Line 3434 | void JZBSelEff(string mcjzb, TTree* even
3434   // Calls the above function for each signal sample
3435   void plot_jzb_sel_eff(string mcjzb, samplecollection &signalsamples, vector<float> bins )
3436   {  
3437 <  for (int isignal=0; isignal<signalsamples.collection.size();isignal++) {
3437 >  for (int isignal=0; isignal<(int)signalsamples.collection.size();isignal++) {
3438      dout << "JZB selection efficiency curve: " << std::endl;
3439      JZBSelEff(mcjzb,(signalsamples.collection)[isignal].events,(signalsamples.collection)[isignal].samplename,bins); // Only for some selected samples
3440    }
# Line 2566 | Line 3477 | void qcd_plots(string datajzb, string mc
3477    TH1F *RcorrJZBSBeemm;
3478    TH1F *LcorrJZBSBeemm;
3479    
3480 <  TH1F *RcorrJZBeemmNoS;
3480 > //  TH1F *RcorrJZBeemmNoS;
3481  
3482      //these are for the ratio
3483    TH1F *JRcorrJZBeemm   = qcdsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2579 | Line 3490 | void qcd_plots(string datajzb, string mc
3490    TH1F *JRcorrJZBSBeemm;
3491    TH1F *JLcorrJZBSBeemm;
3492    
3493 <  if(PlottingSetup::RestrictToMassPeak) {
3493 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3494      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3495      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3496      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 2600 | Line 3511 | void qcd_plots(string datajzb, string mc
3511      
3512    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3513    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3514 <  if(PlottingSetup::RestrictToMassPeak) {
3514 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3515      Bpred->Add(RcorrJZBem,1.0/3.);
3516      Bpred->Add(LcorrJZBem,-1.0/3.);
3517      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2650 | Line 3561 | void qcd_plots(string datajzb, string mc
3561    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3562    string ytitle("ratio");
3563    if ( use_data==1 ) ytitle = "data/pred";
3564 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,use_data!=1,ytitle);
3564 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
3565    
3566    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
3567    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 2670 | Line 3581 | void qcd_plots(string datajzb, string mc
3581    dout << "______________________________________________" << endl;
3582    dout << "How QCD shows up in the different regions: " << endl;
3583    dout << "OSSF: " << endl;
3584 <  if(PlottingSetup::RestrictToMassPeak) {
3584 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3585      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3586      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3587    } else {
3588      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3589    }
3590    dout << "OSOF: " << endl;
3591 <  if(PlottingSetup::RestrictToMassPeak) {
3591 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3592      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3593      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3594    } else {
3595      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3596    }
3597    dout << "Therefore: " << endl;
3598 <  if(PlottingSetup::RestrictToMassPeak) {
3598 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3599      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3600      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3601      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 2697 | Line 3608 | void qcd_plots(string datajzb, string mc
3608    dout << "    Observation increases by : " << RcorrJZBeemm->Integral() << endl;
3609    
3610    dout << endl;
3611 <  for(int i=0;i<bins.size();i++) {
3611 >  for(int i=0;i<(int)bins.size();i++) {
3612      dout << " JZB > " << bins[i] << " : " << endl;
3613      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3614 <    if(PlottingSetup::RestrictToMassPeak) {
3614 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3615          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;
3616      } else {
3617          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 2714 | Line 3625 | void qcd_plots(string datajzb, string mc
3625    if(LcorrJZBem) delete LcorrJZBem;
3626    if(RcorrJZBeemm) delete RcorrJZBeemm;
3627    if(LcorrJZBeemm) delete LcorrJZBeemm;
3628 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3629 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3630 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3631 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3628 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3629 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3630 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3631 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3632   }
3633  
3634   void check_ptsanity() {
# Line 2745 | Line 3656 | void check_ptsanity() {
3656    leg->SetY2(1.0);
3657    
3658    
3659 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
3659 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3660      string nowname=(allsamples.collection)[isample].filename;
3661      cout << "Drawing: " << nowname << " (sample " << isample+1 << " / " << allsamples.collection.size() << ")" << endl;
3662      individualpt1histos[isample] = allsamples.Draw(GetNumericHistoName(),"pt1",50,0,50, "p_{T,1}", "events",cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample(nowname));
# Line 2769 | Line 3680 | void check_ptsanity() {
3680    ptsancan->cd(2);
3681    fpt2->Draw();
3682  
3683 <  for(int isample=0;isample<allsamples.collection.size();isample++) {
3683 >  for(int isample=0;isample<(int)allsamples.collection.size();isample++) {
3684      ptsancan->cd(1);
3685      individualpt1histos[isample]->DrawNormalized("same,histo");
3686      ptsancan->cd(2);
# Line 2782 | Line 3693 | void check_ptsanity() {
3693    delete ptsancan;
3694   }
3695  
3696 + void do_mlls_plot(string mcjzb) {
3697 +  cout << "At this point we'd plot the mll distribution" << endl;
3698 +  TCanvas *sigcan = new TCanvas("sigcan","sigcan");
3699 +  for(int isig=0;isig<(int)(signalsamples.collection).size();isig++) {
3700 +    if(!(signalsamples.collection)[isig].events) continue;
3701 +    string nowname=(signalsamples.collection)[isig].filename;
3702 +    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets,mc,luminosity,signalsamples.FindSample(nowname));
3703 + //    TH1F *mll = signalsamples.Draw("mllhisto","mll",150,0,150, "m_{ll}", "events","",mc,luminosity,signalsamples.FindSample(nowname));
3704 +    mll->SetLineColor(TColor::GetColor("#04B404"));
3705 +    stringstream poscutS;
3706 +    poscutS << "((" << mcjzb <<")>50)";
3707 +    TCut poscut(poscutS.str().c_str());
3708 +    TH1F *mllP = signalsamples.Draw("mllhistoP","mll",150,0,150, "m_{ll}", "events",cutOSSF&&cutnJets&&poscut,mc,luminosity,signalsamples.FindSample(nowname));
3709 +    mllP->SetLineColor(TColor::GetColor("#0040FF"));
3710 +    mll->Draw("histo");
3711 +    mllP->Draw("histo,same");
3712 +    TLegend *leg = make_legend();
3713 +    leg->SetY1(0.8);
3714 +    leg->AddEntry(mll,(signalsamples.collection)[isig].samplename.c_str(),"L");
3715 +    leg->AddEntry(mllP,((signalsamples.collection)[isig].samplename+", JZB>50").c_str(),"L");
3716 +    leg->Draw();
3717 +    TLine *lin = new TLine(71.2,0,71.2,mll->GetMaximum());
3718 +    TLine *lin2 = new TLine(111.2,0,111.2,mll->GetMaximum());
3719 +    lin->Draw("same");
3720 +    lin2->Draw("same");
3721 +    
3722 +    CompleteSave(sigcan,"MllShape/"+(signalsamples.collection)[isig].samplename);
3723 +    delete mll;
3724 +    delete mllP;
3725 +  }
3726 + }
3727 +
3728 + void met_vs_jzb_plots(string datajzb, string mcjzb) {
3729 +  
3730 +  TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3731 +  canmetjzb->SetRightMargin(0.16);
3732 +  
3733 +  vector<string> findme;
3734 +  findme.push_back("DY");
3735 +  findme.push_back("TTJets");
3736 +  findme.push_back("LM");
3737 +  /*
3738 +  for(int ifind=0;ifind<(int)findme.size();ifind++) {
3739 +    vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3740 +    TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3741 +    for(int isel=0;isel<(int)selsamples.size();isel++) {
3742 +      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3743 +      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3744 +    }
3745 +    metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3746 +    metvsjzb->SetStats(0);
3747 +    metvsjzb->GetXaxis()->SetTitle("MET (GeV)");
3748 +    metvsjzb->GetYaxis()->SetTitle("JZB (GeV)");
3749 +    metvsjzb->GetXaxis()->CenterTitle();
3750 +    metvsjzb->GetYaxis()->CenterTitle();
3751 +    metvsjzb->Draw("COLZ");
3752 +    TText* title = write_text(0.5,0.95,allsamples.collection[selsamples[0]].samplename);
3753 +    title->SetTextAlign(12);
3754 +    title->Draw();
3755 +    CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3756 +  }
3757 +  */
3758 +  
3759 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
3760 +  
3761 +  int nbins=14;
3762 +  float low=0;
3763 +  float high=140;
3764 +  
3765 +  stringstream sLEFT;
3766 +  sLEFT << "((" << mcjzb << ")<0)";
3767 +  TCut LEFT(sLEFT.str().c_str());
3768 +  stringstream sRIGHT;
3769 +  sRIGHT << "((" << mcjzb << ")>0)";
3770 +  TCut RIGHT(sRIGHT.str().c_str());
3771 +  
3772 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3773 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3774 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3775 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3776 +  
3777 +  
3778 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3779 +  Bpred->Add(metleftO,-1);
3780 +  Bpred->Add(metrightO);
3781 +  TH1F *obs = (TH1F*)metright->Clone("obs");
3782 +  
3783 +  metleft->Add(metleftO,-1);
3784 +  metright->Add(metrightO,-1);
3785 +  
3786 +  metleft->SetLineColor(kRed);
3787 +  metright->SetLineColor(kBlack);
3788 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3789 +  metpad->cd();
3790 +  metpad->SetLogy(1);
3791 +  metleft->Draw("histo");
3792 +  metright->Draw("same");
3793 +  TLegend *lg = make_legend();
3794 +  lg->SetX1(0.5);
3795 +  lg->SetY1(0.7);
3796 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3797 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3798 +  lg->SetHeader("DY");
3799 +  
3800 +  lg->Draw();
3801 +  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3802 +  
3803 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3804 +  metpad3->cd();
3805 +  metpad3->SetLogy(1);
3806 +  Bpred->SetLineColor(kRed);
3807 +  Bpred->Draw("histo");
3808 +  obs->SetLineColor(kBlack);
3809 +  obs->Draw("same");
3810 +  TLegend *lg2 = make_legend();
3811 +  lg2->SetX1(0.5);
3812 +  lg2->SetY1(0.7);
3813 +  lg2->AddEntry(obs,"observed","P");
3814 +  lg2->AddEntry(Bpred,"predicted","L");
3815 +  lg2->SetHeader("DY");
3816 +
3817 +  lg2->Draw();
3818 +  
3819 +  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3820 +  
3821 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3822 +  metpad2->cd();
3823 +  metpad2->SetLogy(1);
3824 +  
3825 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3826 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3827 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3828 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3829 +  
3830 +  metlefta->Add(metleftOa,-1);
3831 +  metrighta->Add(metrightOa,-1);
3832 +  
3833 +  metlefta->SetLineColor(kRed);
3834 +  metpad2->cd();
3835 +  metlefta->Draw("histo");
3836 +  metrighta->Draw("same");
3837 +  lg->Draw();
3838 +  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3839 +  
3840 +  delete Bpred;
3841 +  delete obs;
3842 +  
3843 +  float newhigh=300;
3844 +  int newNBins=30;
3845 +  
3846 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3847 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3848 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3849 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3850 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3851 +  
3852 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3853 +  aBpred->Add(AmetleftO,-1);
3854 +  aBpred->Add(AmetrightO);
3855 +  aBpred->SetLineColor(kRed);
3856 +  
3857 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3858 +  metpad4->cd();
3859 +  metpad4->SetLogy(1);
3860 +  aobs->Draw();
3861 +  aBpred->Draw("histo,same");
3862 +  aobs->Draw("same");
3863 +  lg->SetHeader("All MC");
3864 +  lg->Draw();
3865 +  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3866 +  
3867 +  
3868 +  delete lg;
3869 +  delete canmetjzb;
3870 +  delete metleft;
3871 +  delete metleftO;
3872 +  delete metright;
3873 +  delete metrightO;
3874 + }
3875 +    
3876 +
3877   void test() {
3878    
3879    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
3880    testcanv->cd();
3881 <  switch_overunderflow(true);
3881 > //  switch_overunderflow(true);
3882    TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
3883    switch_overunderflow(false);
3884    ptdistr->Draw();

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