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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.47 by buchmann, Tue Aug 14 09:32:53 2012 UTC vs.
Revision 1.94 by buchmann, Wed May 15 08:50:49 2013 UTC

# Line 32 | Line 32 | void todo() {
32   }  
33  
34  
35 + namespace PeakLibrary {
36 +  bool StoreHistos=false;
37 +  vector<TH1F*> DataHistogram;
38 +  vector<TH1F*> MCHistogram;
39 + }
40 +
41  
42 < 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="")
42 > void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
43   {
44    // Temporarily switch off PU reweighting, if asked
45    TCut weightbackup=cutWeight;
# Line 42 | Line 48 | void find_one_peak_combination(TCut spec
48    int nbins=100;
49    if(PlottingSetup::DoBTag) nbins=25;
50    
51 +  TCut nJetsCut(cutnJets);
52 +  if(SwitchOffNJetsCut) nJetsCut=specialcut;
53 +  
54 +  
55    TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
56 <  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
57 <  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
58 <  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
59 <  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
56 >  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
57 >  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
58 >  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
59 >  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
60    TH1F *rawttbarjzbeemmMC;
61  
62    if(method==doKM) {
63      //we only need this histo for the KM fitting...
64 <    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
64 >    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
65      MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
66      DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
67      delete rawttbarjzbeemmMC;
# Line 77 | Line 87 | void find_one_peak_combination(TCut spec
87    result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
88    dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
89    result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
90 <  delete rawJZBeemmData;
91 <  delete rawJZBeemmMC;
90 >  
91 >  if(!PeakLibrary::StoreHistos) {
92 >    delete rawJZBeemmData;
93 >    delete rawJZBeemmMC;
94 >  } else {
95 >    rawJZBeemmMC->SetName(GetNumericHistoName().c_str());
96 >    rawJZBeemmData->SetName(GetNumericHistoName().c_str());
97 >    rawJZBeemmMC->Add(rawJZBemMC,-1);
98 >    rawJZBeemmData->Add(rawJZBemData,-1);
99 >    PeakLibrary::DataHistogram.push_back(rawJZBeemmData);
100 >    PeakLibrary::MCHistogram.push_back(rawJZBeemmMC);
101 >  }
102 >  
103 >
104 >  
105    delete rawJZBemData;
106    delete rawJZBemMC;
107    delete tempcan;
108   }
109  
110 < void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
110 > void Old_FindPeakPileUpCorrection() {
111 >  bool StoreResultsInSeparateFile=false;
112 >  PeakLibrary::StoreHistos=true;
113 >  
114 >  
115 >  dout << "Finding peak position as a function of PU" << endl;
116 >  float MCPeak, MCPeakError, DataPeak, DataPeakError;
117 >  stringstream result, datajzb, mcjzb;
118 >  bool doPUreweighting=true;
119 >  bool SwitchOffNJetsCut=false;
120 >  
121 >  
122 >  TCanvas *can = new TCanvas("can","can");
123 >  float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
124 >  
125 >  float NumVtxBin[6] = {0,5,10,15,20,30};
126 >  
127 >  stringstream NowCut;
128 >  
129 >  TGraphErrors *gMCPeak = new TGraphErrors();
130 >  gMCPeak->SetTitle("gMCPeak");
131 >  gMCPeak->SetName("gMCPeak");
132 >  TGraphErrors *gDataPeak = new TGraphErrors();
133 >  gDataPeak->SetTitle("gDataPeak");
134 >  gDataPeak->SetName("gDataPeak");
135 >  TGraphErrors *gMCWidth = new TGraphErrors();
136 >  gMCWidth->SetTitle("gMCWidth");
137 >  gMCWidth->SetName("gMCWidth");
138 >  TGraphErrors *gDataWidth = new TGraphErrors();
139 >  gDataWidth->SetTitle("gDataWidth");
140 >  gDataWidth->SetName("gDataWidth");
141 >  
142 >  
143 >  for(int i=0;i<5;i++) {
144 >    NowCut.str("");
145 >    NowCut << "numVtx>=" << NumVtxBin[i] << "&&numVtx<" << NumVtxBin[i+1];
146 >    find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
147 >    cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
148 >    cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
149 >    
150 >    gMCPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),MCPeak);
151 >    gMCPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),MCPeakError);
152 >    
153 >    gDataPeak->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),DataPeak);
154 >    gDataPeak->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),DataPeakError);
155 >    
156 >    gMCWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),mcSigma);
157 >    gMCWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),mcSigmaError);
158 >    
159 >    gDataWidth->SetPoint(i,0.5*(NumVtxBin[i]+NumVtxBin[i+1]),dataSigma);
160 >    gDataWidth->SetPointError(i,0.5*(NumVtxBin[i+1]-NumVtxBin[i]),dataSigmaError);
161 >  }
162 >  
163 >  can->cd();
164 >  gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
165 >  gMCPeak->GetYaxis()->SetTitle("Peak position");
166 >  gMCPeak->GetXaxis()->CenterTitle();
167 >  gMCPeak->GetYaxis()->CenterTitle();
168 >  gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
169 >  gDataPeak->GetYaxis()->SetTitle("Peak position");
170 >  gDataPeak->GetXaxis()->CenterTitle();
171 >  gDataPeak->GetYaxis()->CenterTitle();
172 >  
173 >  gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
174 >  gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
175 >  gDataWidth->GetXaxis()->CenterTitle();
176 >  gDataWidth->GetYaxis()->CenterTitle();
177 >  gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
178 >  gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
179 >  gMCWidth->GetXaxis()->CenterTitle();
180 >  gMCWidth->GetYaxis()->CenterTitle();
181 >  
182 >  gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
183 >  gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
184 >  gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
185 >  gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
186 >  
187 >  gMCPeak->Draw("A2");
188 >  DrawMCPrelim();
189 >  CompleteSave(can,"PUStudy/MCPeak");
190 >  can->cd();
191 >  gMCWidth->Draw("A2");
192 >  DrawMCPrelim();
193 >  CompleteSave(can,"PUStudy/MCWidth");
194 >  
195 >  can->cd();
196 >  gDataPeak->Draw("A2");
197 >  
198 >  DrawPrelim();
199 >  CompleteSave(can,"PUStudy/DataPeak");
200 >  can->cd();
201 >  gDataWidth->Draw("A2");
202 >  DrawPrelim();
203 >  CompleteSave(can,"PUStudy/DataWidth");
204 >  
205 >  if(StoreResultsInSeparateFile) {
206 >    TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
207 >    gMCPeak->Write();
208 >    gDataPeak->Write();
209 >    gMCWidth->Write();
210 >    gDataWidth->Write();
211 >    PeakFinding->Close();
212 >  }
213 >  
214 >  gDataPeak->Fit("pol1","L");
215 >  TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
216 >  gMCPeak->Fit("pol1","L");
217 >  TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
218 >  
219 >  
220 >  can->cd();
221 >  gMCPeak->Draw("A2");
222 >  DrawMCPrelim();
223 >  CompleteSave(can,"PUStudy/MCPeak_WithFit");
224 >  can->cd();
225 >  
226 >  can->cd();
227 >  gDataPeak->Draw("A2");
228 >  DrawPrelim();
229 >  CompleteSave(can,"PUStudy/DataPeak_WithFit");
230 >  
231 >  
232 >  
233 >  dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
234 >  dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
235 >  
236 >  TLegend *leg = make_legend();
237 >  can->cd();
238 >  int j=0;
239 >  for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
240 >    PeakLibrary::DataHistogram[i]->Rebin(5);
241 >    PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
242 >    if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
243 >    else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
244 >    stringstream name;
245 >    name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
246 >    leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
247 >    j++;
248 >  }
249 >  
250 >  leg->Draw();
251 >  DrawPrelim();
252 >  CompleteSave(can,"PUStudy/DataOverview");
253 >  
254 >  TLegend *leg2 = make_legend();
255 >  can->cd();
256 >  j=0;
257 >  for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
258 >    PeakLibrary::MCHistogram[i]->Rebin(5);
259 >    PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
260 >    if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
261 >    else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
262 >    stringstream name;
263 >    name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
264 >    leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
265 >    j++;
266 >  }
267 >  
268 >  leg->Draw();
269 >  DrawPrelim();
270 >  CompleteSave(can,"PUStudy/MCOverview");
271 >  
272 >  delete can;
273 >  PeakLibrary::StoreHistos=false;
274 > }
275 >
276 > void FindPeakPileUpCorrection() {
277 >  bool StoreResultsInSeparateFile=true;
278 >  PeakLibrary::StoreHistos=true;
279 >  
280 >  
281 >  dout << "Finding peak position as a function of PU" << endl;
282 >  float MCPeak, MCPeakError, DataPeak, DataPeakError;
283 >  stringstream result, datajzb, mcjzb;
284 >  bool doPUreweighting=true;
285 >  bool SwitchOffNJetsCut=false;
286 >  
287 >  
288 >  TCanvas *can = new TCanvas("can","can");
289 >  float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
290 >  
291 >  const int nbins=11;
292 >  float NumVtxBin[nbins] = {0,7,9,11,13,15,17,19,21,24,50};
293 >  
294 >  stringstream NowCut;
295 >  
296 >
297 >  Double_t mc_peak_x[nbins];
298 >  Double_t mc_peak_y[nbins];
299 >  Double_t mc_peak_dxh[nbins];
300 >  Double_t mc_peak_dxl[nbins];
301 >  Double_t mc_peak_dy[nbins];
302 >  
303 >  Double_t data_peak_x[nbins];
304 >  Double_t data_peak_y[nbins];
305 >  Double_t data_peak_dxh[nbins];
306 >  Double_t data_peak_dxl[nbins];
307 >  Double_t data_peak_dy[nbins];
308 >  
309 >  Double_t mc_width_x[nbins];
310 >  Double_t mc_width_y[nbins];
311 >  Double_t mc_width_dxh[nbins];
312 >  Double_t mc_width_dxl[nbins];
313 >  Double_t mc_width_dy[nbins];
314 >  
315 >  Double_t data_width_x[nbins];
316 >  Double_t data_width_y[nbins];
317 >  Double_t data_width_dxh[nbins];
318 >  Double_t data_width_dxl[nbins];
319 >  Double_t data_width_dy[nbins];
320 >
321 >  for(int i=0;i<nbins-1;i++) {
322 >    NowCut.str("");
323 >    NowCut << "numVtx>" << NumVtxBin[i] << "&&numVtx<=" << NumVtxBin[i+1];
324 >    cout << "NVtx cut is now : " << NowCut.str() << endl;
325 >    find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
326 >    cout << "    " << MCPeak << " +/- " << MCPeakError << endl;
327 >    cout << "    " << DataPeak << " +/- " << DataPeakError << endl;
328 >    
329 >    TH1F *hDataSFNumVtx = allsamples.Draw("hDataSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
330 >    TH1F *hDataOFNumVtx = allsamples.Draw("hDataOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),data, luminosity);
331 >    TH1F *hMCSFNumVtx = allsamples.Draw("hMCSFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSSF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
332 >    TH1F *hMCOFNumVtx = allsamples.Draw("hMCOFNumVtx","numVtx",100,-0.5,49.5, "N_{vtx}", "events", cutmass&&cutOSOF&&cutnJets&&TCut(NowCut.str().c_str()),mc, luminosity);
333 >    
334 >    hDataSFNumVtx->Add(hDataOFNumVtx,-1);
335 >    hMCSFNumVtx->Add(hMCOFNumVtx,-1);
336 >    
337 >    mc_peak_x[i]=hMCSFNumVtx->GetMean();
338 >    mc_peak_y[i]=MCPeak;
339 >    mc_peak_dy[i]=MCPeakError;
340 >    
341 >    data_peak_x[i]=hDataSFNumVtx->GetMean();
342 >    data_peak_y[i]=DataPeak;
343 >    data_peak_dy[i]=DataPeakError;
344 >    
345 >    mc_width_x[i]=hMCSFNumVtx->GetMean();
346 >    mc_width_y[i]=mcSigma;
347 >    mc_width_dy[i]=mcSigmaError;
348 >    
349 >    data_width_x[i]=hDataSFNumVtx->GetMean();
350 >    data_width_y[i]=dataSigma;
351 >    data_width_dy[i]=dataSigmaError;
352 >    
353 >    delete hDataSFNumVtx;
354 >    delete hDataOFNumVtx;
355 >    delete hMCSFNumVtx;
356 >    delete hMCOFNumVtx;
357 >  }
358 >  
359 >  for(int i=0;i<nbins-1;i++) {
360 >    if(i==0) {
361 >      data_width_dxl[i]=data_width_x[i];
362 >      data_peak_dxl[i]=data_peak_x[i];
363 >      data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
364 >      data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
365 >      
366 >      mc_width_dxl[i]=mc_width_x[i];
367 >      mc_peak_dxl[i]=mc_peak_x[i];
368 >      mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
369 >      mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
370 >    } else if(i==nbins-2) {
371 >      data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
372 >      data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
373 >      data_width_dxh[i]=50-data_width_x[i];
374 >      data_peak_dxh[i]=50-data_peak_x[i];
375 >      
376 >      mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
377 >      mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
378 >      mc_width_dxh[i]=50-mc_width_x[i];
379 >      mc_peak_dxh[i]=50-mc_peak_x[i];
380 >    } else {
381 >      data_width_dxl[i]=0.5*(data_width_x[i]-data_width_x[i-1]);
382 >      data_peak_dxl[i]=0.5*(data_peak_x[i]-data_peak_x[i-1]);
383 >      data_width_dxh[i]=0.5*(data_width_x[i+1]-data_width_x[i]);
384 >      data_peak_dxh[i]=0.5*(data_peak_x[i+1]-data_peak_x[i]);
385 >      
386 >      mc_width_dxl[i]=0.5*(mc_width_x[i]-mc_width_x[i-1]);
387 >      mc_peak_dxl[i]=0.5*(mc_peak_x[i]-mc_peak_x[i-1]);
388 >      mc_width_dxh[i]=0.5*(mc_width_x[i+1]-mc_width_x[i]);
389 >      mc_peak_dxh[i]=0.5*(mc_peak_x[i+1]-mc_peak_x[i]);
390 >    }
391 >  }
392 >  
393 >  TGraphAsymmErrors *gMCPeak = new TGraphAsymmErrors(nbins-1,mc_peak_x,mc_peak_y,mc_peak_dxl,mc_peak_dxh,mc_peak_dy,mc_peak_dy);
394 >  gMCPeak->SetTitle("gMCPeak");
395 >  gMCPeak->SetName("gMCPeak");
396 >  
397 >  TGraphAsymmErrors *gDataPeak = new TGraphAsymmErrors(nbins-1,data_peak_x,data_peak_y,data_peak_dxl,data_peak_dxh,data_peak_dy,data_peak_dy);
398 >  gDataPeak->SetTitle("gDataPeak");
399 >  gDataPeak->SetName("gDataPeak");
400 >  
401 >  TGraphAsymmErrors *gMCWidth = new TGraphAsymmErrors(nbins-1,mc_width_x,mc_width_y,mc_width_dxl,mc_width_dxh,mc_width_dy,mc_width_dy);
402 >  gMCWidth->SetTitle("gMCWidth");
403 >  gMCWidth->SetName("gMCWidth");
404 >  
405 >  TGraphAsymmErrors *gDataWidth = new TGraphAsymmErrors(nbins-1,data_width_x,data_width_y,data_width_dxl,data_width_dxh,data_width_dy,data_width_dy);
406 >  gDataWidth->SetTitle("gDataWidth");
407 >  gDataWidth->SetName("gDataWidth");
408 >  
409 >  can->cd();
410 >  gMCPeak->GetXaxis()->SetTitle("N(Vertices)");
411 >  gMCPeak->GetYaxis()->SetTitle("Peak position");
412 >  gMCPeak->GetXaxis()->CenterTitle();
413 >  gMCPeak->GetYaxis()->CenterTitle();
414 >  gDataPeak->GetXaxis()->SetTitle("N(Vertices)");
415 >  gDataPeak->GetYaxis()->SetTitle("Peak position");
416 >  gDataPeak->GetXaxis()->CenterTitle();
417 >  gDataPeak->GetYaxis()->CenterTitle();
418 >  
419 >  gDataWidth->GetXaxis()->SetTitle("N(Vertices)");
420 >  gDataWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
421 >  gDataWidth->GetXaxis()->CenterTitle();
422 >  gDataWidth->GetYaxis()->CenterTitle();
423 >  gMCWidth->GetXaxis()->SetTitle("N(Vertices)");
424 >  gMCWidth->GetYaxis()->SetTitle("#sigma_{JZB}");
425 >  gMCWidth->GetXaxis()->CenterTitle();
426 >  gMCWidth->GetYaxis()->CenterTitle();
427 >  
428 >  gMCPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
429 >  gDataPeak->SetFillColor(TColor::GetColor("#2E9AFE"));
430 >  gDataWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
431 >  gMCWidth->SetFillColor(TColor::GetColor("#2E9AFE"));
432 >  
433 >  gMCPeak->Draw("A2");
434 >  DrawMCPrelim();
435 >  CompleteSave(can,"PUStudy/MCPeak");
436 >  can->cd();
437 >  gMCWidth->Draw("A2");
438 >  DrawMCPrelim();
439 >  CompleteSave(can,"PUStudy/MCWidth");
440 >  
441 >  can->cd();
442 >  gDataPeak->Draw("A2");
443 >  
444 >  DrawPrelim();
445 >  CompleteSave(can,"PUStudy/DataPeak");
446 >  can->cd();
447 >  gDataWidth->Draw("A2");
448 >  DrawPrelim();
449 >  CompleteSave(can,"PUStudy/DataWidth");
450 >  
451 >  if(StoreResultsInSeparateFile) {
452 >    TFile *PeakFinding = new TFile("PeakFindingWithPeakCorrection.root","RECREATE");
453 >    gMCPeak->Write();
454 >    gDataPeak->Write();
455 >    gMCWidth->Write();
456 >    gDataWidth->Write();
457 >    PeakFinding->Close();
458 >  }
459 >  
460 >  gDataPeak->Fit("pol1");
461 >  TF1 *DataFit = (TF1*)gDataPeak->GetFunction("pol1");
462 >  gMCPeak->Fit("pol1");
463 >  TF1 *MCFit = (TF1*)gMCPeak->GetFunction("pol1");
464 >  
465 >  dout << "The suggested correction for Data is : " << DataFit->GetParameter(1) << endl;
466 >  dout << "The suggested correction for MC is   : " << MCFit->GetParameter(1) << endl;
467 >  
468 >  TLegend *leg = make_legend();
469 >  can->cd();
470 >  int j=0;
471 >  for(int i=PeakLibrary::DataHistogram.size()-5;i<PeakLibrary::DataHistogram.size();i++) {
472 >    PeakLibrary::DataHistogram[i]->Rebin(5);
473 >    PeakLibrary::DataHistogram[i]->SetLineColor(j+1);
474 >    if(i==PeakLibrary::DataHistogram.size()-5) PeakLibrary::DataHistogram[i]->DrawNormalized("histo");
475 >    else PeakLibrary::DataHistogram[i]->DrawNormalized("histo,same");
476 >    stringstream name;
477 >    name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
478 >    leg->AddEntry(PeakLibrary::DataHistogram[i],name.str().c_str(),"l");
479 >    j++;
480 >  }
481 >  
482 >  leg->Draw();
483 >  DrawPrelim();
484 >  CompleteSave(can,"PUStudy/DataOverview");
485 >  
486 >  TLegend *leg2 = make_legend();
487 >  can->cd();
488 >  j=0;
489 >  for(int i=PeakLibrary::MCHistogram.size()-5;i<PeakLibrary::MCHistogram.size();i++) {
490 >    PeakLibrary::MCHistogram[i]->Rebin(5);
491 >    PeakLibrary::MCHistogram[i]->SetLineColor(j+1);
492 >    if(i==PeakLibrary::MCHistogram.size()-5) PeakLibrary::MCHistogram[i]->DrawNormalized("histo");
493 >    else PeakLibrary::MCHistogram[i]->DrawNormalized("histo,same");
494 >    stringstream name;
495 >    name << NumVtxBin[j] << " < N_{vtx} < " << NumVtxBin[j+1];
496 >    leg->AddEntry(PeakLibrary::MCHistogram[i],name.str().c_str(),"l");
497 >    j++;
498 >  }
499 >  
500 >  leg->Draw();
501 >  DrawPrelim();
502 >  CompleteSave(can,"PUStudy/MCOverview");
503 >  
504 >  delete can;
505 >  PeakLibrary::StoreHistos=false;
506 > }
507 >
508 >
509 >
510 > void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
511   {
512 +  bool overunderflowstatus=addoverunderflowbins;
513 +  switch_overunderflow(false);
514 +  
515 +  TCut SpecialCut("mll>=0");
516 +  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
517    
518    bool DoInvidualeemmPeaks=false;
519    
# Line 101 | Line 529 | void find_peaks(float &MCPeak,float &MCP
529    float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
530    
531    dout << "Finding global peak : " << endl;
532 <  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
532 >  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
533    
534    if(DoInvidualeemmPeaks) {
535      dout << "Finding peak for electrons : " << endl;
536 <    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
536 >    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
537      dout << "Finding peak for muons : " << endl;
538 <    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
538 >    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
539      
540      datajzb << "(" << jzbvariabledata;
541      mcjzb << "(" << jzbvariablemc;
# Line 133 | Line 561 | void find_peaks(float &MCPeak,float &MCP
561      else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
562      
563      mcjzb << ")";
564 +    
565    } else {
566      datajzb << "(" << jzbvariabledata;
567 <      mcjzb << "(" << jzbvariablemc;
567 >    mcjzb   << "(" << jzbvariablemc;
568      
569      if(datapeak>0) datajzb << "- " << TMath::Abs(datapeak) << " ";
570      else datajzb << "+ " << TMath::Abs(datapeak) << " ";
# Line 148 | Line 577 | void find_peaks(float &MCPeak,float &MCP
577      mcjzb << ")";
578    }
579    
580 <  
580 >    MCPeak=mcpeak;
581 >    MCPeakError=mcpeakerr;
582 >    DataPeak=datapeak;
583 >    DataPeakError=datapeakerr;
584 >    switch_overunderflow(overunderflowstatus);
585   }
586  
587   void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
# Line 176 | Line 609 | void make_special_obs_pred_mll_plot(stri
609    TCut largerzeroM(largerzeroMS.str().c_str());
610    
611    TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
612 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
612 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
613    TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
614    TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
615    TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
# Line 188 | Line 621 | void make_special_obs_pred_mll_plot(stri
621    
622   //  TH1F *RcorrJZBeemmNoS;
623  
624 <  if(PlottingSetup::RestrictToMassPeak) {
624 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
625      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
626      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
627      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
# Line 199 | Line 632 | void make_special_obs_pred_mll_plot(stri
632    TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
633    TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
634    TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
635 <  if(PlottingSetup::RestrictToMassPeak) {
635 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
636      OFP->Scale(1.0/3.0);
637      OFP->Add(RcorrJZBSBem,1.0/3.);
638      OFP->Add(RcorrJZBSBeemm,1.0/3.);
# Line 215 | Line 648 | void make_special_obs_pred_mll_plot(stri
648    
649    RcorrJZBeemm->SetTitleOffset(1.3,"y");
650    RcorrJZBeemm->Draw();
651 <  mcRcorrJZBeemm.Draw("same");
651 >  mcRcorrJZBeemm.Draw("histo,same");
652    Bpred->Draw("histo,same");
653    RcorrJZBeemm->Draw("same");
654    
655    TLegend *leg = allsamples.allbglegend();
656    leg->SetX1(0.58);
657 <  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
657 > //  leg->AddEntry(RcorrJZBeemm,"observed (data)","l");
658    leg->AddEntry(Bpred,"predicted (data)","l");
659    leg->Draw("same");
660    
# Line 249 | Line 682 | void make_special_obs_pred_mll_plot(stri
682    RcorrJZBeemm->Draw("same");
683    
684    TLegend *leg2 = make_legend("",0.52,0.7);
685 <  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
685 > //  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
686    leg2->AddEntry(Bpred,"predicted (data)","l");
687    leg2->AddEntry(SFN,  "  SF JZB<0","l");
688    leg2->AddEntry(OFN,  "  OF JZB<0","l");
# Line 264 | Line 697 | void make_special_obs_pred_mll_plot(stri
697    delete LcorrJZBeemm;
698    delete RcorrJZBem;
699    delete LcorrJZBem;
700 <  if(PlottingSetup::RestrictToMassPeak) {
700 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
701      delete RcorrJZBSBeemm;
702      delete LcorrJZBSBeemm;
703      delete RcorrJZBSBem;
# Line 272 | Line 705 | void make_special_obs_pred_mll_plot(stri
705    }
706    delete Bpred;
707    delete ckin;
708 +  CleanLegends();
709   }
710  
711   void make_special_mll_plot(int nbins, float min, float max, bool logscale,string xlabel) {
# Line 292 | Line 726 | void make_special_mll_plot(int nbins, fl
726    datahistoOSSF->SetMarkerSize(DataMarkerSize);
727    datahistoOSSF->Draw();
728  
729 <  mcstackOSSF.Draw("same");
729 >  mcstackOSSF.Draw("histo,same");
730    datahistoOSSF->Draw("same");
731  
732    datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
# Line 318 | Line 752 | void make_special_mll_plot(int nbins, fl
752    delete datahistoOSOF;
753    delete datahistoOSSF;
754    delete ckin;
755 +  CleanLegends();
756   }
757    
758  
# Line 358 | Line 793 | void draw_ratio_plot(TH1* hdata, THStack
793    oneline->Draw("same");
794   }
795  
796 < void make_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, bool logscale,
797 <                   string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false, float legendPosition=0.3) {
796 > float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
797 >                        string xlabel, string filename, float legendPosition=0.55) {
798  
799    TCut ibasiccut=basiccut;
800    bool draw_separation_lines=false;
801  
367 –  if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
368 –
802    if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
803  
804    TCut cutSF;
805    TCut cutOF;
806  
807 <  cutOF=cutOSOF&&cutnJets&&ibasiccut;
808 <  cutSF=cutOSSF&&cutnJets&&ibasiccut;
807 >  cout << "Going to use cutOSSF " << (const char*) cutOSSF << " and cutnJets " << (const char*) cutnJets << " and ibasiccut " << (const char*) ibasiccut << endl;
808 >  cutOF = cutOSOF&&cutnJets&&ibasiccut;
809 >  cutSF = cutOSSF&&cutnJets&&ibasiccut;
810 >  
811 >  TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
812  
813 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
814 +  rcan->SetLogy(logscale);
815 +  rcan->cd();
816  
817 <  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
379 <  ckin->SetLogy(logscale);
817 >  std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
818    TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
819    TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
820 <  string signal("LM3");
821 <  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
822 <  int idx = signalsamples.FindSample(signal)[0];
823 <  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
824 <  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
825 <  signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
820 > //   string signal("LM3");
821 > //   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
822 > //   int idx = signalsamples.FindSample(signal)[0];
823 > //   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
824 > //   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
825 > //   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
826 > //   signalhisto->SetLineStyle(2);
827    datahistoSF->SetMarkerSize(DataMarkerSize);
828    datahistoOF->SetLineColor(kRed);
829  
830    if ( !logscale ) {
831      datahistoSF->SetMinimum(0); // Defaults
393 –    datahistoOF->SetMinimum(0); // Defaults
832    } else {
833      datahistoSF->SetMinimum(0.5);
396 –    datahistoOF->SetMinimum(0.5);
834    }
835 <  if (logscale) {
836 <    datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
837 <    datahistoOF->SetMaximum(5.3*datahistoSF->GetMaximum());
835 >  if (ymax<0) {
836 >    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
837 >    else datahistoSF->SetMaximum(0.8*datahistoSF->GetMaximum());
838    } else {
839 <    datahistoSF->SetMaximum(2.0*datahistoSF->GetMaximum());
403 <    datahistoOF->SetMaximum(2.0*datahistoOF->GetMaximum());
839 >    datahistoSF->SetMaximum(ymax);
840    }
841  
842 +  float ymaxSet = datahistoSF->GetMaximum();
843 +
844    datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
845 <  datahistoOF->GetXaxis()->SetTitle(xlabel.c_str());
408 <  signalhisto->GetXaxis()->SetTitle(xlabel.c_str());
409 <  datahistoSF->GetYaxis()->SetTitle("N. Events");
410 <  datahistoOF->GetYaxis()->SetTitle("N. Events");
411 <  signalhisto->GetYaxis()->SetTitle("N. Events");
845 >  datahistoSF->GetYaxis()->SetTitle("Events");
846    datahistoSF->GetXaxis()->CenterTitle();
413 –  datahistoOF->GetXaxis()->CenterTitle();
414 –  signalhisto->GetXaxis()->CenterTitle();
847    datahistoSF->GetYaxis()->CenterTitle();
416 –  datahistoOF->GetYaxis()->CenterTitle();
417 –  signalhisto->GetYaxis()->CenterTitle();
848  
849 <  TLegend *mleg = new TLegend(0.2+legendPosition, 0.72, 0.55+legendPosition, 0.87, legendTitle.c_str());
850 <  mleg->SetFillColor(kWhite);
851 <  mleg->SetTextFont(42);
852 <  mleg->SetTextSize(0.048);
853 <  mleg->SetLineWidth(0);
854 <  mleg->SetBorderSize(0);
855 <  mleg->AddEntry(datahistoSF, "S. Flavor", "PL");
856 <  mleg->AddEntry(datahistoOF, "O. Flavor", "L");
427 <  mleg->AddEntry(signalhisto, "LM3", "L");
849 >  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
850 >  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
851 >  if (datahistoOF->Integral()>0) {
852 >    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
853 >  } else {
854 >    mleg->AddEntry((TObject*)0, "", "");
855 >  }
856 >  //mleg->AddEntry(signalhisto, "LM3", "L");
857  
858    datahistoSF->Draw("E1");
859 <  datahistoOF->Draw("HIST,SAMES");
860 <  signalhisto->Draw("HIST,SAMES");
859 >  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
860 >  //signalhisto->Draw("HIST,SAMES");
861    mleg->Draw();
862    DrawPrelim();
863 <  CompleteSave(ckin, "./SFOF/" + filename);
863 >  if (datahistoOF->Integral()>0) {
864 >    Save_With_Ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
865 >  } else {
866 >    CompleteSave(rcan, "SFOF/" + filename);
867 >  }
868  
869    datahistoSF->Delete();
870    datahistoOF->Delete();
871 <  signalhisto->Delete();
871 >  //signalhisto->Delete();
872 >  delete mleg;
873 >  delete rcan;
874 >  delete ofsf_can;
875 >
876 >  return ymaxSet;
877 >
878 > }
879 >
880 > // Compare data to data
881 > float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
882 >                                string xlabel, string filename, float legendPosition=0.55) {
883 >
884 >  TCut ibasiccut=basiccut&&cut;
885 >
886 >  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
887 >  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
888 >  rcan->SetLogy(logscale);
889 >  rcan->cd();
890 >
891 >  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
892 >
893 >  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
894 >  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
895 >  data1->Scale(5.0/9.2);
896 >
897 >  data1->SetMarkerSize(DataMarkerSize);
898 >  data2->SetLineColor(kRed);
899 >
900 >  if ( !logscale ) {
901 >    data1->SetMinimum(0); // Defaults
902 >  } else {
903 >    data1->SetMinimum(0.5);
904 >  }
905 >  if (ymax<0) {
906 >    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
907 >    else data1->SetMaximum(1.5*data1->GetMaximum());
908 >  } else {
909 >    data1->SetMaximum(ymax);
910 >  }
911 >
912 >  float ymaxSet = data1->GetMaximum();
913 >
914 >  data1->GetXaxis()->SetTitle(xlabel.c_str());
915 >  data1->GetYaxis()->SetTitle("Events");
916 >  data1->GetXaxis()->CenterTitle();
917 >  data1->GetYaxis()->CenterTitle();
918 >
919 >  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
920 >  mleg->AddEntry(data1, "2012 data (scaled)", "PL");
921 >  mleg->AddEntry(data2, "2011 data", "L");
922 >
923 >  data1->Draw("E1");
924 >  data2->Draw("HIST,SAMES");
925 >  mleg->Draw();
926 >  DrawPrelim();
927 >  Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
928 >
929 >  data1->Delete();
930 >  data2->Delete();
931    delete mleg;
932 +  delete rcan;
933    delete ckin;
934  
935   }
936  
937 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
938 +                     string xlabel, string filename, float legendPosition=0.55) {
939  
940 +  string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
941 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
942 +  string plotname[] = {"_all","_low","_peak","_high"};
943 +  float ymax;
944 +
945 +  int start = 0;
946 +  if ( !PlottingSetup::openBox ) start = 3;
947 +
948 +  for ( int i=start; i<4; ++i ) {
949 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
950 +    if ( i==start ) {
951 +      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
952 +                         filename+plotname[i], legendPosition );
953 +    } else {
954 +      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
955 +                         filename+plotname[i], legendPosition );
956 +    }
957 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
958 +                       filename+plotname[i]+"_mm", legendPosition );
959 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
960 +                       filename+plotname[i]+"_ee", legendPosition );
961 +  }
962 +
963 + }
964 +
965 + TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
966 +  string scut=(string)(const char*)cut;
967 +  string acut=ReplaceAll(scut,replacethis,withthis);
968 +  return TCut(acut.c_str());
969 + }
970 +
971 + void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
972 +  TCut cut=addcut&&basiccut;
973  
974 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
975 +  ckin->SetLogy(dolog);
976 +  cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
977 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
978 +  datahisto->SetMarkerSize(DataMarkerSize);
979 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
980 +  else datahisto->SetMinimum(0.5);
981 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
982 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
983 +  cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
984 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
985 +  TH1F *MCcentral = CollapseStack(mcstack);
986 +
987 +  TCut bkpcut = cut;
988 +  cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
989 +  cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
990 +  TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
991 +
992 +  cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
993 +  cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
994 +  TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
995 +  
996 +  cut=bkpcut;
997 +  TCut bkpweight = cutWeight;
998 +  cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
999 +  cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
1000 +  TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1001 +  
1002 +  cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
1003 +  cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
1004 +  TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1005 +  cutWeight=bkpweight;
1006 +  cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
1007 +  TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
1008 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
1009 +    float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
1010 +    float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
1011 +    float jes   = jesdn>jesup?jesdn:jesup;
1012 +    
1013 +    float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
1014 +    float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
1015 +    float pu   = PUdn>PUup?PUdn:PUup;
1016 +    
1017 +    float sys=sqrt(jes*jes+pu*pu);
1018 +    sys/=MCcentral->GetBinContent(i);
1019 +    if(MCcentral->GetBinContent(i)==0) sys=0;
1020 +    Systematic->SetBinContent(i,sys);
1021 +  }
1022 +  
1023 +  datahisto->Draw("e1");
1024 +  ckin->Update();
1025 +  mcstack.Draw("histo,same");
1026 +  
1027 +  datahisto->Draw("same,e1");
1028 +  TLegend *kinleg = allsamples.allbglegend();
1029 +  kinleg->Draw();
1030 +
1031 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1032 +  kinpad->SetLogy(dolog);
1033 +  kinpad->cd();
1034 +  datahisto->Draw("e1");
1035 +  mcstack.Draw("histo,same");
1036 +  datahisto->Draw("same,e1");
1037 +  datahisto->Draw("same,axis");
1038 +  
1039 +  kinleg->Draw("same");
1040 +  DrawPrelim();
1041 +  string saveas="kin/"+filename;
1042 +  
1043 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1044 +  save_with_ratio_and_sys_band(0.0, datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1045 +  
1046 +  ckin->cd();
1047 +  MCcentral->SetFillColor(kWhite);
1048 +  MCcentral->SetLineColor(kBlack);
1049 +  MCcentral->SetLineWidth(2);
1050 +  MCPUdn->SetLineColor(kRed);
1051 +  MCPUup->SetLineColor(kYellow);
1052 +  MCJESdn->SetLineColor(kBlue);
1053 +  MCJESup->SetLineColor(kGreen);
1054 +  
1055 +  TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
1056 +  legsmall->SetNColumns(5);
1057 +  legsmall->AddEntry(MCcentral,"central","L");
1058 +  legsmall->AddEntry(MCPUdn,"PU down","L");
1059 +  legsmall->AddEntry(MCPUup,"PU up","L");
1060 +  legsmall->AddEntry(MCJESdn,"JES down","L");
1061 +  legsmall->AddEntry(MCJESup,"JES up","L");
1062 +  legsmall->SetFillColor(kWhite);
1063 +  legsmall->SetBorderSize(0);
1064 +  
1065 +  datahisto->Draw("e1");
1066 +  MCcentral->Draw("histo,same");
1067 +  MCPUdn->Draw("histo,same");
1068 +  MCPUup->Draw("histo,same");
1069 +  MCJESdn->Draw("histo,same");
1070 +  MCJESup->Draw("histo,same");
1071 +  datahisto->Draw("e1,same");
1072 +  legsmall->Draw();
1073 +  CompleteSave(ckin,saveas+"___AllLines");
1074 +  
1075 +  delete datahisto;
1076 +  delete MCcentral;
1077 +  delete MCPUdn;
1078 +  delete MCPUup;
1079 +  delete MCJESdn;
1080 +  delete MCJESup;
1081 +  delete ckin;
1082 + }
1083 +
1084 + void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1085 +  DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1086 + }
1087 +  
1088   float lastrange_min=0;
1089   float lastrange_max=0;
1090  
# Line 451 | Line 1093 | void make_kin_plot(string variable, stri
1093   //  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
1094    TCut ibasiccut=basiccut;
1095    bool draw_separation_lines=false;
1096 +  bool drawsignal = false;
1097    
1098    if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
1099  
# Line 472 | Line 1115 | void make_kin_plot(string variable, stri
1115    //Step 2: Refine the cut
1116    TCut cut;
1117    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
1118 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
1119 <  if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
1118 >  if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
1119 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
1120    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
1121 <  if(filename=="mll") {
1121 >  if(filename=="mll"||filename=="mll_met100") {
1122          cut=cutOSSF&&cutnJets&&ibasiccut;
1123          draw_separation_lines=true;
1124    }
1125 <  if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
1126 <  if(filename=="mll_osof") {
1125 >  if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
1126 >  if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
1127 >  if(filename=="mll_osof"||filename=="mll_osof_met100") {
1128          cut=cutOSOF&&cutnJets&&ibasiccut;
1129          draw_separation_lines=true;
1130    }
487 –  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
1131    if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
1132    if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
1133    if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
# Line 495 | Line 1138 | void make_kin_plot(string variable, stri
1138    if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
1139    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
1140    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
1141 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
1142  
1143    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1144    ckin->SetLogy(logscale);
# Line 512 | Line 1156 | void make_kin_plot(string variable, stri
1156    if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1157    else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1158  
1159 +  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
1160    if(loadlastminmax) {
1161          datahisto->SetMinimum(lastrange_min);
1162          datahisto->SetMaximum(lastrange_max);
# Line 525 | Line 1170 | void make_kin_plot(string variable, stri
1170    string signal("LM3");
1171    TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
1172    int idx = signalsamples.FindSample(signal)[0];
1173 <  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
1174 <  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
1175 <  signalhisto->SetLineColor(kOrange);
1173 >  if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
1174 >  if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
1175 >  if(drawsignal) signalhisto->SetLineColor(kOrange);
1176  
1177    THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1178    datahisto->Draw("e1");
1179    ckin->Update();
1180 <  mcstack.Draw("same");
1180 >  mcstack.Draw("histo,same");
1181    
1182    datahisto->Draw("same,e1");
1183    TLegend *kinleg = allsamples.allbglegend();
# Line 575 | Line 1220 | void make_kin_plot(string variable, stri
1220          kinpad->cd();
1221          kinpad->SetLogy(logscale);
1222          datahisto->Draw("e1");
1223 <        mcstack.Draw("same");
1224 <        signalhisto->Draw("same");
1223 >        mcstack.Draw("histo,same");
1224 >        if(drawsignal) signalhisto->Draw("same");
1225          datahisto->Draw("same,e1");
1226          datahisto->Draw("same,axis");
1227          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 584 | Line 1229 | void make_kin_plot(string variable, stri
1229            upperboundary->Draw("same");
1230          }
1231            
1232 <        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
1232 >        if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
1233          kinleg->Draw();
1234          write_cut->Draw();
1235          DrawPrelim();
1236          string saveas="kin/"+filename;
1237          if(isPF) saveas="kin/"+filename+"__PF";
1238 <        save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
1238 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1239   //      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
1240   //      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
1241   //      delete with_ratio;
# Line 599 | Line 1244 | void make_kin_plot(string variable, stri
1244          else CompleteSave(ckin,"kin/"+filename);
1245    }
1246    datahisto->Delete();
1247 +  delete signalhisto;
1248 +  delete ckin;
1249 + }
1250 +
1251 +
1252 + void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
1253 +                   string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
1254 +  TCut cut=TCut(addcut.c_str())&&basiccut;
1255 +
1256 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1257 +  ckin->SetLogy(logscale);
1258 +  TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1259 +  datahisto->SetMarkerSize(DataMarkerSize);
1260 +  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
1261 +  else datahisto->SetMinimum(0.5);
1262 +  // Custom max.
1263 +  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1264 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1265 +
1266 +  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
1267 +  if(loadlastminmax) {
1268 +        datahisto->SetMinimum(lastrange_min);
1269 +        datahisto->SetMaximum(lastrange_max);
1270 +        if(logscale) {
1271 +                datahisto->SetMinimum(pow(10,lastrange_min));
1272 +                datahisto->SetMaximum(pow(10,lastrange_max));
1273 +        }              
1274 +  }
1275 +
1276 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1277 +  datahisto->Draw("e1");
1278 +  ckin->Update();
1279 +  mcstack.Draw("histo,same");
1280 +  
1281 +  datahisto->Draw("same,e1");
1282 +  TLegend *kinleg = allsamples.allbglegend();
1283 +  kinleg->Draw();
1284 +
1285 +  lastrange_min=ckin->GetUymin();
1286 +  lastrange_max=ckin->GetUymax();
1287 +
1288 +  if ( plotratio ) {
1289 +        TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1290 +        kinpad->cd();
1291 +        kinpad->SetLogy(logscale);
1292 +        datahisto->Draw("e1");
1293 +        mcstack.Draw("histo,same");
1294 +        datahisto->Draw("same,e1");
1295 +        datahisto->Draw("same,axis");
1296 +          
1297 +        kinleg->Draw();
1298 +        DrawPrelim();
1299 +        string saveas="kin/"+filename;
1300 +        if(isPF) saveas="kin/"+filename+"__PF";
1301 +        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
1302 +  } else {
1303 +        if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
1304 +        else CompleteSave(ckin,"kin/"+filename);
1305 +  }
1306 +  datahisto->Delete();
1307    delete ckin;
1308   }
1309  
1310 +
1311   void make_JES_plot(TCut cut, string name) {
1312  
1313    int nbins=10;
# Line 635 | Line 1341 | void make_JES_plot(TCut cut, string name
1341    JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
1342    JESunc->SetFillStyle(3002);
1343    datahisto->Draw("e1");
1344 <  mcstack.Draw("same");
1344 >  mcstack.Draw("histo,same");
1345    JESunc->Draw("2");
1346    datahisto->Draw("same,e1");
1347    TLegend *kinleg = allsamples.allbglegend();
# Line 644 | Line 1350 | void make_JES_plot(TCut cut, string name
1350    CompleteSave(ckin,"Systematics/JES"+name);
1351    datahisto->Delete();
1352    delete ckin;
1353 +  delete JESunc;
1354 +  delete JESup;
1355 +  delete JESdn;
1356 +  CleanLegends();
1357 + }
1358 +
1359 + string Cut2Str(TCut cut) {
1360 +  return ((string)(const char*)cut);
1361 + }
1362 +
1363 + void MakeElegantTwoThreeComparisons() {
1364 +    
1365 +    TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
1366 +    TCut TwoJets("pfJetGoodNum40==2");
1367 +    TCut ThreeJets("pfJetGoodNum40>=3");
1368 +    
1369 +    float min=20;
1370 +    float max=300;
1371 +    int nbins=int((max-min)/5.0);
1372 +    string xlabel="m_{ll} [GeV]";
1373 +    
1374 +    TCanvas *can2 = new TCanvas("can2","can2");
1375 +    TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1376 +    TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("/TT_"));
1377 +    TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1378 +    TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("/TT_"));
1379 +    
1380 +    can2->cd(1);
1381 +    
1382 +    TwoSF->SetFillColor(kWhite);
1383 +    TwoOF->SetFillColor(kWhite);
1384 +    ThreeSF->SetFillColor(kWhite);
1385 +    ThreeOF->SetFillColor(kWhite);
1386 +    
1387 +    TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
1388 +    kin3->cd();
1389 +    TwoOF->Draw("histo");
1390 +    TwoSF->Draw("e1,same");
1391 +    TLegend *leg_SFOF_Two = make_legend();
1392 +    leg_SFOF_Two->SetHeader("t#bar{t} MC:");
1393 +    leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
1394 +    leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
1395 +    leg_SFOF_Two->Draw();
1396 +    Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
1397 +    
1398 +    TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
1399 +    kin4->cd();
1400 +    ThreeOF->Draw("histo");
1401 +    ThreeSF->Draw("e1,same");
1402 +    TLegend *leg_SFOF_Three = make_legend();
1403 +    leg_SFOF_Three->SetHeader("t#bar{t} MC:");
1404 +    leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
1405 +    leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
1406 +    leg_SFOF_Three->Draw();
1407 +    Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
1408 +    
1409 +    
1410 +    TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
1411 +    TPad *kin = new TPad("kin","kin",0,0,1,1);
1412 +    kin->cd();
1413 +    TwoSF->Draw("histo");
1414 +    ThreeSF->Draw("e1,same");
1415 +    TLegend *leg_SF_Two_Three = make_legend();
1416 +    leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
1417 +    leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
1418 +    leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
1419 +    leg_SF_Two_Three->Draw();
1420 +    Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
1421 +    
1422 +    TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
1423 +    TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
1424 +    kin2->cd();
1425 +    TwoOF->Draw("histo");
1426 +    ThreeOF->Draw("e1,same");
1427 +    TLegend *leg_OF_Two_Three = make_legend();
1428 +    leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1429 +    leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1430 +    leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1431 +    leg_OF_Two_Three->Draw();
1432 +    Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1433 +    
1434 + }
1435 +
1436 + void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1437 +  pad->cd();
1438 +  TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1439 +  for(int i=1;i<=Down->GetNbinsX();i++) {
1440 +    float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1441 +    float error=abs(Down->GetBinContent(i)-average);
1442 +    gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1443 +    gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1444 +  }
1445 +  gr->SetFillColor(TColor::GetColor("#F79F81"));
1446 +  gr->GetYaxis()->SetRangeUser(0,2);
1447 +  gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1448 +  gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1449 +  gr->GetXaxis()->CenterTitle();
1450 +  gr->GetYaxis()->CenterTitle();
1451 +  
1452 +  gr->Draw("A2");
1453 +  central->Draw("e1,same");
1454 +  DrawMCPrelim();
1455 +  TText *rtitle = write_text(0.8,0.8,title);
1456 +  TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1457 +  line->SetLineColor(kBlue);
1458 +  line->SetLineStyle(2);
1459 +  line->Draw("same");
1460 +  rtitle->Draw("same");
1461 + }
1462 +
1463 + TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1464 +  TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1465 +  basehisto->Add(originalttbar,-1);
1466 +  basehisto->Add(httbar);
1467 +  
1468 +  string sname=httbar->GetName();
1469 +  sname="R"+sname.substr(1,sname.length());
1470 +  TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1471 +  ratio->Divide(basehisto);
1472 +  delete basehisto;
1473 +  return ratio;
1474 + }
1475 +  
1476 + void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1477 +  
1478 +  TCut cut=addcut&&basiccut;
1479 +  
1480 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1481 +  ckin->SetLogy(dolog);
1482 +  cout << "\r Creating " << filename << " : data   (1/7)" << std::flush;
1483 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1484 +  datahisto->SetMarkerSize(DataMarkerSize);
1485 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1486 +  else datahisto->SetMinimum(0.5);
1487 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1488 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1489 +  cout << "\r Creating " << filename << " : MC central  (stack) (2/7)" << std::flush;
1490 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1491 +  TH1F *MCcentral = CollapseStack(mcstack);
1492 +
1493 +  cout << "\r Creating " << filename << " : MC central (histo)   (3/7)" << std::flush;
1494 +  TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("/TT_"));
1495 +  TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1496 +  
1497 +  cout << "\r Creating " << filename << " : MC Matching up   (4/7)" << std::flush;
1498 +  TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1499 +  TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1500 +  
1501 +  cout << "\r Creating " << filename << " : MC Matching down   (5/7)" << std::flush;
1502 +  TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1503 +  TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1504 +  
1505 +  cout << "\r Creating " << filename << " : MC Scale up   (6/7)" << std::flush;
1506 +  TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1507 +  TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1508 +  
1509 +  cout << "\r Creating " << filename << " : MC Scale down   (7/7)" << std::flush;
1510 +  TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1511 +  TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1512 +  
1513 +  datahisto->Draw("e1");
1514 +  ckin->Update();
1515 +  mcstack.Draw("histo,same");
1516 +  
1517 +  datahisto->Draw("same,e1");
1518 +  TLegend *kinleg = allsamples.allbglegend();
1519 +  kinleg->Draw();
1520 +
1521 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1522 +  kinpad->SetLogy(dolog);
1523 +  kinpad->cd();
1524 +  datahisto->Draw("e1");
1525 +  mcstack.Draw("histo,same");
1526 +  datahisto->Draw("same,e1");
1527 +  datahisto->Draw("same,axis");
1528 +  
1529 +  kinleg->Draw("same");
1530 +  DrawPrelim();
1531 +  string saveas="kin/"+filename;
1532 +  
1533 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1534 +  Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1535 +  delete kinpad;
1536 +  
1537 +  ckin->cd();
1538 +  TCentral->SetLineColor(kBlack);
1539 +  
1540 +  TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1541 +  TMatchingUp->SetLineStyle(2);//dashed
1542 +  TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1543 +  TMatchingDown->SetLineStyle(3);//dotted
1544 +  
1545 +  TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1546 +  TScaleUp->SetLineStyle(2);//dashed
1547 +  TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1548 +  TScaleDown->SetLineStyle(3);//dotted
1549 +  
1550 +  MCcentral->SetLineStyle(3);
1551 +  MCcentral->SetLineColor(kRed);
1552 +  
1553 +  TCentral->Draw("e1,same");
1554 +  TCentral->Draw("histo,same");
1555 +  TMatchingUp->Draw("histo,same");
1556 +  TMatchingDown->Draw("histo,same");
1557 +  TScaleUp->Draw("histo,same");
1558 +  TScaleDown->Draw("histo,same");
1559 +  
1560 +  TLegend *sleg = make_legend();
1561 +  sleg->AddEntry(TCentral,"Central","L");
1562 +  sleg->AddEntry(TMatchingUp,"matching up","L");
1563 +  sleg->AddEntry(TMatchingDown,"matching down","L");
1564 +  sleg->AddEntry(TScaleUp,"scale up","L");
1565 +  sleg->AddEntry(TScaleDown,"scale down","L");
1566 +  sleg->Draw();
1567 +  
1568 +  CompleteSave(ckin,saveas+"___AllLines");
1569 +  ckin->cd();
1570 +  ckin->SetLogy(0);
1571 +  
1572 +  RCentral->SetLineColor(kBlack);
1573 +  
1574 +  RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1575 +  RMatchingUp->SetLineStyle(2);//dashed
1576 +  RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1577 +  RMatchingDown->SetLineStyle(3);//dotted
1578 +  
1579 +  RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1580 +  RScaleUp->SetLineStyle(2);//dashed
1581 +  RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1582 +  RScaleDown->SetLineStyle(3);//dotted
1583 +  
1584 +  RCentral->GetYaxis()->SetRangeUser(0,2);
1585 +  RCentral->Draw("e1");
1586 +  RMatchingUp->Draw("histo,same");
1587 +  RMatchingDown->Draw("histo,same");
1588 +  RScaleUp->Draw("histo,same");
1589 +  RScaleDown->Draw("histo,same");
1590 +  
1591 +  CompleteSave(ckin,saveas+"___AllRatios");
1592 +
1593 +  TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1400,700);
1594 +  multicanvas->Divide(2,1);
1595 +  PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1596 +  PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1597 +  CompleteSave(multicanvas,saveas+"___RangeIllustration");
1598 +  
1599 +  
1600 +  delete datahisto;
1601 +  delete   TCentral;
1602 +  delete   TMatchingUp;
1603 +  delete   TMatchingDown;
1604 +  delete   TScaleUp;
1605 +  delete   TScaleDown;
1606 + //   delete   Ttmass166;
1607 + //   delete   Ttmass169;
1608 + //   delete   Ttmass175;
1609 + //   delete   Ttmass178;
1610 +  
1611 +  delete ckin;
1612 +  
1613 + }
1614 +  
1615 + void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1616 +  make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1617 + }
1618 +
1619 + void ProduceJanPlots() {
1620 +  TCanvas *c1 = new TCanvas("c1","c1");
1621 +  TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1622 +  TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1623 +  
1624 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1625 +  rcan->cd();
1626 +
1627 +  metOF->SetLineColor(kRed);
1628 +  metSF->Draw("e1");
1629 +  metOF->Draw("histo,same");
1630 +  metSF->Draw("e1,same");
1631 +  
1632 +  TLegend *leg = make_legend();
1633 +  
1634 +  leg->AddEntry(metSF,"Data SF","p");
1635 +  leg->AddEntry(metOF,"Data OF","l");
1636 +  leg->Draw();
1637 +  
1638 +  DrawPrelim();
1639 +  
1640 +  Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1641 +  
1642 +  delete rcan;
1643 +  delete metSF;
1644 +  delete metOF;
1645 +  delete c1;
1646 + }
1647 +
1648 + THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1649 +  THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1650 +  
1651 +  //now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1652 +  if(variation!="Central") {
1653 +    TH1F *varttbar;
1654 +    if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1655 +    if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1656 +    if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1657 +    if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1658 +    assert(varttbar);
1659 +    
1660 +    TIter nextHisto(SystPlot.GetHists());
1661 +    TH1F* h;
1662 +    while ( h = (TH1F*)nextHisto() ) {
1663 +      if(Contains(h->GetName(),"t_bar_t")) {
1664 +        varttbar->Scale(h->Integral()/varttbar->Integral());
1665 +        for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1666 +          h->SetBinContent(i,varttbar->GetBinContent(i));
1667 +          h->SetBinError(i,varttbar->GetBinError(i));
1668 +        }
1669 +        thisto=(TH1F*)varttbar->Clone(variation.c_str());
1670 +        SystPlot.Modified();
1671 +      }
1672 +    }
1673 +    delete varttbar;
1674 +  } else {
1675 +    TIter nextHisto(SystPlot.GetHists());
1676 +    TH1F* h;
1677 +    while ( h = (TH1F*)nextHisto() ) {
1678 +      if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1679 +    }
1680 +  }
1681 +    
1682 +  TLegend *fullleg = allsamples.allbglegend();
1683 +  fullleg->SetHeader(variation.c_str());
1684 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1685 +  kinpad->SetLogy(1);
1686 +  kinpad->cd();
1687 +  
1688 +  hdata->Draw("e1");
1689 +  SystPlot.Draw("histo,same");
1690 +  hdata->Draw("e1,same");
1691 +  fullleg->Draw();
1692 +  DrawPrelim();
1693 +  
1694 +  Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1695 +  CleanLegends();
1696 +  
1697 +  delete kinpad;
1698 +  return SystPlot;
1699 + }
1700 +  
1701 +
1702 +
1703 + void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1704 +  TCanvas *ca = new TCanvas("ca","ca");
1705 +  TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1706 +  
1707 +  TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1708 +  
1709 +  THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1710 +  THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1711 +  THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1712 +  THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1713 +  
1714 +  TH1F *HScaleUp = CollapseStack(ScaleUp);
1715 +  TH1F *HScaleDown = CollapseStack(ScaleDown);
1716 +  TH1F *HMatchingUp = CollapseStack(MatchingUp);
1717 +  TH1F *HMatchingDown = CollapseStack(MatchingDown);
1718 +  
1719 +  THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1720 +  TH1F *HCentral = CollapseStack(Central);
1721 +  
1722 +  TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1723 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
1724 +    float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1725 +    float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1726 +    float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1727 +    float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1728 +    
1729 +    float matching = matchingup>matchingdown?matchingup:matchingdown;
1730 +    float scale    = scaleup>scaledown?scaleup:scaledown;
1731 +    
1732 +    float sys=sqrt(matching*matching+scale*scale);
1733 +    sys/=HCentral->GetBinContent(i);
1734 +    if(HCentral->GetBinContent(i)==0) sys=0;
1735 +    Systematic->SetBinContent(i,sys);
1736 +  }
1737 +  
1738 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1739 +  kinpad->SetLogy(1);
1740 +  kinpad->cd();
1741 +  if(variable=="genMET") {
1742 +    Central.Draw("histo");
1743 +  } else {
1744 +    hdata->Draw("e1");
1745 +    Central.Draw("histo,same");
1746 +    hdata->Draw("e1,same");
1747 +  }
1748 +  
1749 +  DrawPrelim();
1750 +  
1751 +  save_with_ratio_and_sys_band( 0.0, hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1752 +  
1753 +  kinpad->cd();
1754 +  tCentral->SetFillColor(kWhite);
1755 +  tCentral->SetLineColor(kBlack);
1756 +  tScaleUp->SetLineColor(kRed);
1757 +  tScaleDown->SetLineColor(kRed);
1758 +  tMatchingUp->SetLineColor(kBlue);
1759 +  tMatchingDown->SetLineColor(kBlue);
1760 +  tScaleUp->SetLineStyle(2);
1761 +  tScaleDown->SetLineStyle(3);
1762 +  tMatchingUp->SetLineStyle(2);
1763 +  tMatchingDown->SetLineStyle(3);
1764 +  
1765 +  TLegend *leg2 = make_legend();
1766 +  leg2->AddEntry(hdata,"Data","p");
1767 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1768 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1769 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1770 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1771 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1772 +  if(variable=="genMET") {
1773 +    Central.Draw("histo");
1774 +  }else {
1775 +    hdata->Draw("e1");
1776 +    Central.Draw("histo,same");
1777 +    hdata->Draw("e1,same");
1778 +  }
1779 +  tCentral->Draw("histo,same");
1780 +  tScaleUp->Draw("histo,same");
1781 +  tScaleDown->Draw("histo,same");
1782 +  tMatchingUp->Draw("histo,same");
1783 +  tMatchingDown->Draw("histo,same");
1784 +  leg2->Draw();
1785 +  
1786 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1787 +  
1788 +  gStyle->SetOptFit(0);
1789 +  
1790 +  kinpad->cd();
1791 +  kinpad->SetLogy(0);
1792 +  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1793 +  MatchingRatio->Divide(tMatchingDown);
1794 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1795 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1796 +  lone->SetLineStyle(2);
1797 +  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1798 +  ScaleRatio->Divide(tScaleDown);
1799 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1800 +  MatchingRatio->Draw("e1");
1801 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1802 +  MatchingRatio->Fit("QP1","R");
1803 +  lone->Draw();
1804 +  stringstream summary;
1805 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1806 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1807 +  TText *infobox = write_title(summary.str());
1808 +  infobox->SetX(0.75);
1809 +  infobox->SetTextSize(0.03);
1810 +  infobox->SetY(0.75);
1811 +  infobox->Draw();
1812 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1813 +  kinpad->cd();
1814 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1815 +  ScaleRatio->Draw("e1");
1816 +  ScaleRatio->Fit("QP1","R");
1817 +  summary.str("");
1818 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1819 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1820 +  TText *infobox2 = write_title(summary.str());
1821 +  infobox2->SetX(0.75);
1822 +  infobox2->SetTextSize(0.03);
1823 +  infobox2->SetY(0.75);
1824 +  infobox2->Draw();
1825 +
1826 +  lone->Draw();
1827 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1828 +  
1829 +  
1830 +  delete QP1;
1831 +  delete infobox;
1832 +  delete infobox2;
1833 +  delete MatchingRatio;
1834 +  delete ScaleRatio;
1835 +  DeleteStack(ScaleUp);
1836 +  DeleteStack(ScaleDown);
1837 +  DeleteStack(MatchingUp);
1838 +  DeleteStack(MatchingDown);
1839 +  delete leg2;
1840 +  CleanLegends();
1841 +  DeleteStack(Central);
1842 +  delete Systematic;
1843 +  delete HScaleUp;
1844 +  delete HScaleDown;
1845 +  delete HMatchingUp;
1846 +  delete HMatchingDown;
1847 +  delete hdata;
1848 +  delete HCentral;
1849 +  delete ca;
1850 + }
1851 +
1852 + TH1F* ImposeBinning(TH1F *binninghisto, TH1F* histo) {
1853 +  float val=0,err=0;
1854 +  vector<float> bins;
1855 +  vector<float> vals;
1856 +  vector<float> errs;
1857 +  
1858 +  bins.push_back(binninghisto->GetBinLowEdge(1));
1859 +  int iBin=1;
1860 +  
1861 +  for(unsigned int i=1;i<histo->GetNbinsX();i++) {//going to second last one on purpose!
1862 +    if((histo->GetBinLowEdge(i)+0.00001>=binninghisto->GetBinLowEdge(iBin)+binninghisto->GetBinWidth(iBin))) {
1863 +      bins.push_back(histo->GetBinLowEdge(i));
1864 +      vals.push_back(val);val=0;
1865 +      errs.push_back(err);err=0;
1866 +      iBin++;
1867 +    }
1868 +    val+=histo->GetBinContent(i);
1869 +    err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1870 +  }
1871 +  bins.push_back(histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX()));
1872 +  vals.push_back(val);val=0;
1873 +  errs.push_back(err);err=0;
1874 +  
1875 +  TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1876 +  for(unsigned int i=0;i<vals.size();i++) {
1877 +    h->SetBinContent(i+1,vals[i]);
1878 +    h->SetBinError(i+1,errs[i]);
1879 +  }
1880 +  
1881 +  h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1882 +  h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1883 +  
1884 +  h->GetXaxis()->CenterTitle();
1885 +  h->GetYaxis()->CenterTitle();
1886 +
1887 +  return h;
1888 + }
1889 +
1890 +
1891 + TH1F* ReBinOptimizingStats(int nbins, TH1F *histo) {
1892 +  float statsperbin = (1/(float)nbins) * histo->Integral();
1893 +  float val=0,err=0;
1894 +  vector<float> bins;
1895 +  vector<float> vals;
1896 +  vector<float> errs;
1897 +  
1898 +  bins.push_back(histo->GetBinLowEdge(1));
1899 +  for(unsigned int i=1;i<=histo->GetNbinsX();i++) {
1900 +    val+=histo->GetBinContent(i);
1901 +    err=sqrt(err*err+histo->GetBinError(i)*histo->GetBinError(i));
1902 +    if( val/statsperbin > 0.85) {
1903 +      if(bins.size()<nbins) {
1904 +        bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1905 +        vals.push_back(val);val=0;
1906 +        errs.push_back(err);err=0;
1907 +      }
1908 +    }
1909 +    if(i==histo->GetNbinsX()) {
1910 +      bins.push_back(histo->GetBinLowEdge(i)+histo->GetBinWidth(i));
1911 +      vals.push_back(val);val=0;
1912 +      errs.push_back(err);err=0;
1913 +    }
1914 +  }
1915 +  TH1F *h = new TH1F(("r"+(string)histo->GetName()).c_str(),("r"+(string)histo->GetName()).c_str(),bins.size()-1,&bins[0]);
1916 +  
1917 +  h->GetXaxis()->SetTitle(histo->GetXaxis()->GetTitle());
1918 +  h->GetYaxis()->SetTitle(histo->GetYaxis()->GetTitle());
1919 +  
1920 +  h->GetXaxis()->CenterTitle();
1921 +  h->GetYaxis()->CenterTitle();
1922 +  
1923 +  for(unsigned int i=0;i<vals.size();i++) {
1924 +    h->SetBinContent(i+1,vals[i]);
1925 +    h->SetBinError(i+1,errs[i]);
1926 +  }
1927 +  
1928 +  return h;
1929 + }
1930 +
1931 +
1932 +  
1933 + void ShowBinning(TH1F *histo) {
1934 +  cout << "Showing binning for " << histo->GetName() << " (\" " << histo->GetTitle() << "\")" << endl;
1935 +  for(unsigned int i=1;i<=histo->GetNbinsX();i++) cout << "   Bin " << i << " : " << histo->GetBinLowEdge(i) << " , " << histo->GetBinLowEdge(i) + histo->GetBinWidth(i) << "  : " << histo->GetBinContent(i) << endl;
1936 + }
1937 +  
1938 + void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1939 +  TCanvas *ca = new TCanvas("ca","ca");
1940 +  TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1941 +  TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1942 +  TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1943 +  TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1944 +  TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1945 +  
1946 +  tScaleUp->Scale(1.0/tScaleUp->Integral());
1947 +  tScaleDown->Scale(1.0/tScaleDown->Integral());
1948 +  tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1949 +  tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1950 +  tCentral->Scale(1.0/tCentral->Integral());
1951 +  
1952 +  cout << "At this point we want to rebin the scale/matching histograms so we get decent stats!" << endl;
1953 +  
1954 +  
1955 +  TH1F *rtScaleUp = ReBinOptimizingStats(7,tScaleUp); // using the scale up sample to get the binning (shouldn't use the central one for obvious reasons)
1956 +  TH1F *rtScaleDown = ImposeBinning(rtScaleUp,tScaleDown);
1957 +  TH1F *rtMatchingDown = ImposeBinning(rtScaleUp,tMatchingDown);
1958 +  TH1F *rtMatchingUp = ImposeBinning(rtScaleUp,tMatchingUp);
1959 +  TH1F *rtCentral = ImposeBinning(rtScaleUp,tCentral);
1960 +  
1961 +  float min=rtScaleUp->GetMinimum();
1962 +  float max=rtScaleUp->GetMaximum();
1963 +  
1964 +  if(rtScaleDown->GetMinimum()<min) min=rtScaleDown->GetMinimum();
1965 +  if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1966 +  if(rtMatchingDown->GetMinimum()<min) min=rtMatchingDown->GetMinimum();
1967 +  if(rtMatchingUp->GetMinimum()<min) min=rtMatchingUp->GetMinimum();
1968 +  if(rtCentral->GetMinimum()<min) min=rtCentral->GetMinimum();
1969 +  
1970 +  if(rtScaleDown->GetMaximum()<min) max=rtScaleDown->GetMaximum();
1971 +  if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1972 +  if(rtMatchingDown->GetMaximum()<min) max=rtMatchingDown->GetMaximum();
1973 +  if(rtMatchingUp->GetMaximum()<min) max=rtMatchingUp->GetMaximum();
1974 +  if(rtCentral->GetMaximum()<min) max=rtCentral->GetMaximum();
1975 +  
1976 +  rtCentral->SetMaximum(1.2*max);
1977 +  rtCentral->SetMinimum(0.8*min);
1978 +  
1979 + /*  tScaleUp->Rebin(40);
1980 +  tScaleDown->Rebin(40);
1981 +  tMatchingDown->Rebin(40);
1982 +  tMatchingUp->Rebin(40);
1983 +  tCentral->Rebin(40);*/
1984 +  
1985 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1986 +  kinpad->SetLogy(1);
1987 +  kinpad->cd();
1988 +  tCentral->SetFillColor(kWhite);
1989 +  tCentral->SetLineColor(kBlack);
1990 +  tScaleUp->SetLineColor(kRed);
1991 +  tScaleDown->SetLineColor(kRed);
1992 +  tMatchingUp->SetLineColor(kBlue);
1993 +  tMatchingDown->SetLineColor(kBlue);
1994 +  tScaleUp->SetLineStyle(2);
1995 +  tScaleDown->SetLineStyle(3);
1996 +  tMatchingUp->SetLineStyle(2);
1997 +  tMatchingDown->SetLineStyle(3);
1998 +  
1999 +  rtScaleDown->SetLineColor(kRed);
2000 +  rtMatchingUp->SetLineColor(kBlue);
2001 +  rtMatchingDown->SetLineColor(kBlue);
2002 +  rtScaleUp->SetLineStyle(2);
2003 +  rtScaleDown->SetLineStyle(3);
2004 +  rtMatchingUp->SetLineStyle(2);
2005 +  rtMatchingDown->SetLineStyle(3);
2006 +  
2007 +  TLegend *leg2 = make_legend();
2008 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
2009 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
2010 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
2011 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
2012 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
2013 +  
2014 +  tCentral->Draw("histo");
2015 +  tScaleUp->Draw("histo,same");
2016 +  tScaleDown->Draw("histo,same");
2017 +  tMatchingUp->Draw("histo,same");
2018 +  tMatchingDown->Draw("histo,same");
2019 +  leg2->Draw();
2020 +  DrawMCPrelim();
2021 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
2022 +  kinpad->cd();
2023 +  kinpad->SetLogy(0);
2024 +  rtCentral->Draw("histo");
2025 +  rtScaleUp->Draw("histo,same");
2026 +  rtScaleDown->Draw("histo,same");
2027 +  rtMatchingUp->Draw("histo,same");
2028 +  rtMatchingDown->Draw("histo,same");
2029 +  leg2->Draw();
2030 +  DrawMCPrelim();
2031 +  CompleteSave(kinpad,saveas+"__TTbarComparison__REBINNED");
2032 +  
2033 +  
2034 +  gStyle->SetOptFit(0);
2035 +
2036 +  kinpad->cd();
2037 +  kinpad->SetLogy(0);
2038 +  TH1F *MatchingRatio = (TH1F*)rtMatchingUp->Clone("MatchingRatio");
2039 +  MatchingRatio->Divide(rtMatchingDown);
2040 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
2041 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
2042 +  lone->SetLineStyle(2);
2043 +  TH1F *ScaleRatio = (TH1F*)rtScaleUp->Clone("ScaleRatio");
2044 +  ScaleRatio->Divide(rtScaleDown);
2045 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
2046 +  MatchingRatio->Draw("e1");
2047 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
2048 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") MatchingRatio->Fit("QP1","RQ");
2049 +  lone->Draw();
2050 +  stringstream summary;
2051 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
2052 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2053 +  TText *infobox = write_title(summary.str());
2054 +  infobox->SetX(0.75);
2055 +  infobox->SetTextSize(0.03);
2056 +  infobox->SetY(0.75);
2057 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox->Draw();
2058 +  DrawMCPrelim();
2059 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
2060 +  kinpad->cd();
2061 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
2062 +  ScaleRatio->Draw("e1");
2063 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") ScaleRatio->Fit("QP1","RQ");
2064 +  summary.str("");
2065 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
2066 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
2067 +  TText *infobox2 = write_title(summary.str());
2068 +  infobox2->SetX(0.75);
2069 +  infobox2->SetTextSize(0.03);
2070 +  infobox2->SetY(0.75);
2071 +  if(variable=="genMET" || variable=="met[4]" || variable=="met[1]") infobox2->Draw();
2072 +
2073 +  lone->Draw();
2074 +  DrawMCPrelim();
2075 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
2076 +  
2077 +  kinpad->cd();
2078 +  TH1F *SysMatching = (TH1F*)rtMatchingDown->Clone("SysMatching");
2079 +  TH1F *SysScale = (TH1F*)rtScaleDown->Clone("SysMatching");
2080 +  TH1F *SysHisto = (TH1F*)rtScaleDown->Clone("SysHisto");
2081 +  
2082 +  for(int i=1;i<=SysScale->GetNbinsX();i++) {
2083 +    float matching, scale;
2084 +    bool AssumeFactor=false;
2085 +    if(AssumeFactor) {
2086 +      // assume that an upward/downward variation means a change by a constant factor, i.e. f(up) = alpha * f(central)
2087 +      matching=0.;
2088 +      scale=0.;
2089 +    } else {
2090 +      // assume that the central value is exactly between up & down, i.e. central = (up-down)/2
2091 +      matching = fabs(    ( rtMatchingUp->GetBinContent(i) - rtMatchingDown->GetBinContent(i)) / (rtMatchingUp->GetBinContent(i) + rtMatchingDown->GetBinContent(i)) );
2092 +      scale    = fabs(    ( rtScaleUp->GetBinContent(i) - rtScaleDown->GetBinContent(i)) / (rtScaleUp->GetBinContent(i) + rtScaleDown->GetBinContent(i)) );
2093 +    }
2094 +    
2095 +    SysMatching->SetBinContent(i,1+matching);
2096 +    SysScale->SetBinContent(i,1+scale);
2097 +    SysHisto->SetBinContent(i,sqrt(matching*matching+scale*scale)+1);
2098 +  }
2099 +  
2100 +  SysHisto->SetLineColor(kGreen);
2101 +  
2102 +  SysMatching->SetMaximum(3.0);
2103 +  SysMatching->SetMinimum(0.0);
2104 +  SysMatching->Draw("histo");
2105 +  SysScale->Draw("histo,same");
2106 +  SysHisto->Draw("histo,same");
2107 +  CompleteSave(kinpad,saveas+"__TTbarComparison_DerivedSystematic");
2108 +  
2109 +  delete SysMatching;
2110 +  delete SysScale;
2111 +  
2112 +  if(!Contains(variable,"gen")) {
2113 +    TH1F *hdata  = allsamples.Draw("hdata",   variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
2114 +    THStack smc = allsamples.DrawStack("smc",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity);
2115 +    
2116 +    TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
2117 +    
2118 +    for(int i=1;i<=Systematic->GetNbinsX();i++) {
2119 +      int iBin=SysHisto->FindBin(Systematic->GetBinCenter(i));
2120 +      if(iBin>SysHisto->GetNbinsX()) --iBin; // if we're over the end of the histo, use the last bin
2121 +      float sys = SysHisto->GetBinContent(iBin)-1;
2122 +      Systematic->SetBinContent(i,sys);
2123 +    }
2124 +    
2125 +    kinpad->cd();
2126 +    TLegend *leg = allsamples.allbglegend();
2127 +    hdata->Draw();
2128 +    smc.Draw("histo,same");
2129 +    hdata->Draw("same");
2130 +    leg->Draw();
2131 +    DrawPrelim();
2132 +    save_with_ratio_and_sys_band( 0.0, hdata, CollapseStack(smc), kinpad->cd(), saveas+"__DataVsMC", false, false, "data/mc",Systematic );
2133 +    
2134 +    delete Systematic;
2135 +    delete hdata;
2136 +  }
2137 +  
2138 +  
2139 +  delete SysHisto;
2140 +  delete tScaleUp;
2141 +  delete tScaleDown;
2142 +  delete tCentral;
2143 +  delete tMatchingUp;
2144 +  delete tMatchingDown;
2145 +  delete rtScaleUp;
2146 +  delete rtScaleDown;
2147 +  delete rtCentral;
2148 +  delete rtMatchingUp;
2149 +  delete rtMatchingDown;
2150 +  delete QP1;
2151 +  delete infobox;
2152 +  delete infobox2;
2153 +  delete MatchingRatio;
2154 +  delete ScaleRatio;
2155 +  delete leg2;
2156 +  CleanLegends();
2157 +  delete ca;
2158 + }
2159 +
2160 + void ProduceMCSystematicPlots() {
2161 +  cout << "Getting ready to produce systematic plots " << endl;
2162 +  TCut cutweightBKP = cutWeight;
2163 +  
2164 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
2165 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");
2166 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
2167 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
2168 +  
2169 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
2170 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");  
2171 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
2172 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");  
2173 +  
2174 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
2175 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
2176 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
2177 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
2178 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
2179 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
2180 +  
2181 +  
2182 +  
2183 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2184 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2185 +  cutWeight="1.0";
2186 +  
2187 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2188 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");  
2189 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2190 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
2191 +  
2192 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
2193 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
2194 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2195 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2196 +  
2197 +  
2198 +  // --------------------------------------    ***** AACHEN *****      --------------------------------------    
2199 +  
2200 +  /*
2201 +  cutWeight=cutweightBKP;
2202 +  TCut essentialcutBKP = essentialcut;
2203 +  cout << (const char*) essentialcut << endl;
2204 +  
2205 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
2206 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2207 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2208 +  
2209 +  TCut cutnJetsBKP = cutnJets;
2210 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
2211 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
2212 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
2213 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
2214 +  
2215 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
2216 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");  
2217 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
2218 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
2219 +  
2220 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
2221 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");  
2222 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2223 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");  
2224 +  
2225 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
2226 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
2227 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
2228 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
2229 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
2230 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
2231 +  
2232 +  
2233 +  
2234 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
2235 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
2236 +  cutWeight="1.0";
2237 +  
2238 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2239 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");  
2240 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2241 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"gen#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
2242 +  
2243 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
2244 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
2245 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
2246 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PF#slash{E}_{T} [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
2247 +  
2248 +  cutnJets  = cutnJetsBKP;
2249 +  cutWeight = cutweightBKP;
2250 +  essentialcut = essentialcutBKP;
2251 +  */
2252 +  write_error(__FUNCTION__,"Still need to add systematic shape");assert(0);
2253 + }
2254 +
2255 + void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
2256 +  TCut cut=pcut&&basiccut;
2257 +  string variable="mll";
2258 +  string xlabel="m_{ll} [GeV]";
2259 +  int nbins=40;
2260 +  float min=0;
2261 +  float max=200;
2262 +
2263 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
2264 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
2265 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
2266 +  TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2267 +  TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
2268 +  datahistoSF->SetMarkerSize(DataMarkerSize);
2269 +  datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
2270 +  datahistoOF->SetMarkerSize(DataMarkerSize);
2271 +  datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
2272 +
2273 +  THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
2274 +  THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
2275 +  datahistoSF->Draw("e1");
2276 +  ckin->Update();
2277 +  mcstackSF.Draw("histo,same");
2278 +  
2279 +  datahistoSF->Draw("same,e1");
2280 +  TLegend *kinleg = allsamples.allbglegend();
2281 +  kinleg->Draw();
2282 +  
2283 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
2284 +  kinpad->cd();
2285 +  datahistoSF->Draw("e1");
2286 +  mcstackSF.Draw("histo,same");
2287 +  datahistoSF->Draw("same,e1");
2288 +  datahistoSF->Draw("same,axis");
2289 +  kinleg->Draw();
2290 +  DrawPrelim();
2291 +  Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
2292 +  
2293 +  kinpad->cd();
2294 +  datahistoOF->Draw("e1");
2295 +  mcstackOF.Draw("histo,same");
2296 +  datahistoOF->Draw("same,e1");
2297 +  datahistoOF->Draw("same,axis");
2298 +  kinleg->Draw();
2299 +  DrawPrelim();
2300 +  Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
2301 +  
2302 +  kinpad->cd();
2303 +  tauSF->Draw("e1");
2304 +  tauOF->Draw("histo,same");
2305 +  tauSF->Draw("e1,same");
2306 +  TLegend *legtau = make_legend();
2307 +  legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
2308 +  legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
2309 +  legtau->Draw();
2310 +  DrawPrelim();
2311 +  Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
2312 +  
2313 +  delete datahistoSF;
2314 +  delete datahistoOF;
2315 +  delete tauSF;
2316 +  delete tauOF;
2317 +  delete kinpad;
2318 +  delete ckin;
2319 +  CleanLegends();
2320 + }
2321 +  
2322 +
2323 + void TauQuestion() {
2324 + //   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
2325 + //   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
2326 + //   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
2327 +  MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
2328 + }
2329 +
2330 + void ProduceOFSFPlots(string mcjzb, string datajzb, bool isAachen) {
2331 +  string BaseMetCut="met[4]>100";
2332 +  string Prefix="ETH/";
2333 +  if(isAachen) {
2334 +    BaseMetCut="met[4]>150";
2335 +    Prefix="Aachen/";
2336 +  }
2337 + //        make_OFSF_plots("st", BaseMetCut, 20, 0, 2000., false, "S_{T}", Prefix+"FrankT");
2338 +      make_OFSF_plots("mt2j", BaseMetCut, 35, 0, 700., false, "M_{T2J}", Prefix+"MT2J");
2339 +
2340 +      make_OFSF_plots("ml1b", BaseMetCut, 20, 0, 800., false, "m_{l_{1}b}", Prefix+"ML1B");
2341 +      make_OFSF_plots("ml2b", BaseMetCut, 20, 0, 400., false, "m_{l_{2}b}", Prefix+"ML2B");
2342 +      make_OFSF_plots("min(ml1b,ml2b)", BaseMetCut, 20, 0, 400., false, "m_{lb}", Prefix+"MLB");
2343 +  
2344 + //      make_OFSF_plots(datajzb, BaseMetCut, 55, -100, 450., false, "JZB", Prefix+"JZB_In_Signal_Region");
2345 +      make_OFSF_plots("mt2", BaseMetCut, 15, 0, 150., false, "M_{T2}", Prefix+"MT2");
2346 +      make_OFSF_plots("d2", BaseMetCut, 20, 0, 200., true, "D2", Prefix+"D2");
2347 +      make_OFSF_plots("pfJetGoodNum40", BaseMetCut, 10, -0.5, 9.5, true, "N_{jets}", Prefix+"nJets");
2348 +      
2349 + //      make_OFSF_plots("mll", BaseMetCut, 60, 20., 320., false, "m_{ll}", Prefix+"mll");
2350 + //      make_OFSF_plots("leptonNum", BaseMetCut, 3, 2, 5., false, "N(leptons)", Prefix+"NLeptons");
2351 +
2352 + //      make_OFSF_plots("pfJetGoodNum40", BaseMetCut,                        7, 3, 10, true, "#(jets)", Prefix+"njets");
2353 + //      make_OFSF_plots("pfJetGoodNum40", BaseMetCut+"&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", Prefix+"njets_btagVeto");
2354 + //      make_OFSF_plots("pfJetGoodNum40", BaseMetCut"&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", Prefix+"njets_AtLeastOneBJet30");
2355 +
2356 + //      make_OFSF_plots("pfJetGoodNumBtag30", BaseMetCut, 5, -0.5, 4.5, true, "N_{b-jets}", Prefix+"nbjets");
2357 + //      make_OFSF_plots("pfJetGoodPtBtag[0]", BaseMetCut+"&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", Prefix+"ptb1");
2358 + //      make_OFSF_plots("pfJetGoodPt",  BaseMetCut, 30, 0., 400., true, "p_{T}^{J}", Prefix+"ptJet");
2359 +
2360 + //      make_OFSF_plots("iso1", BaseMetCut, 20, 0, 0.3, true, "lepton 1 isolation", Prefix+"iso1");
2361 + //      make_OFSF_plots("iso2", BaseMetCut, 20, 0, 0.3, true, "lepton 2 isolation", Prefix+"iso2");
2362 +      make_OFSF_plots("pt",  BaseMetCut, 30, 0., 300., true, "p_{ll}", Prefix+"pt");
2363 +      make_OFSF_plots("pt1",  BaseMetCut, 30, 0., 300., true, "p_{T,1}", Prefix+"pt1");
2364 +      make_OFSF_plots("pt2",  BaseMetCut, 22, 0., 220., true, "p_{T,2}", Prefix+"pt2");
2365 + //      make_OFSF_plots("eta1", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{1}", Prefix+"eta1", 0.15);
2366 + //      make_OFSF_plots("eta2", BaseMetCut, 10, -2.5, 2.5, false, "#eta_{2}", Prefix+"eta2", 0.15);
2367 + //      make_OFSF_plots("phi1", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", Prefix+"phi1", 0.2);
2368 + //      make_OFSF_plots("phi2", BaseMetCut, 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", Prefix+"phi2", 0.2);
2369 + //      make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", BaseMetCut, 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", Prefix+"jpt1pt2", 0.2);
2370 + //      make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", Prefix+"dphij1met", 0.2);
2371 +    
2372 + //      make_OFSF_plots("met[4]",  BaseMetCut, 30, 100., 400., true, "E_{T}^{miss}", Prefix+"MET");
2373 + //      make_OFSF_plots("TMath::Abs(dphi)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", Prefix+"dphi", 0.2);
2374 + //      make_OFSF_plots("TMath::Abs(dphiMet1)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", Prefix+"dphiMet1", 0.2);
2375 + //      make_OFSF_plots("TMath::Abs(dphiMet2)", BaseMetCut, 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", Prefix+"dphiMet2", 0.2);
2376 + //      make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", Prefix+"dphilc");
2377 + //      make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", BaseMetCut, 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", Prefix+"dphijc");
2378 + //      make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", BaseMetCut, 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", Prefix+"dphilco");
2379 + //      make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", BaseMetCut, 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", Prefix+"dphijco");
2380 +      
2381 + }
2382  
2383 + void ProduceOFSFPlots(string mcjzb, string datajzb) {
2384 +  
2385 +  
2386 +  //FIRST : ETH SELECTION
2387 +  ProduceOFSFPlots(mcjzb,datajzb,0); // this is the ETH selection
2388 +  
2389 +  
2390 +  
2391 +  string backup_cutnJets = (const char*)cutnJets;
2392 +  cutnJets = ReplaceInCut(cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2");
2393 +  cutnJets = ReplaceInCut(cutnJets,"1.4","2.4");
2394 +  
2395 +  string backup_basiccut = (const char*)basiccut;
2396 +  basiccut = ReplaceInCut(basiccut,"1.4","2.4");
2397 +  
2398 +  string backup_essential = (const char*) essentialcut;
2399 +  essentialcut = ReplaceInCut(essentialcut,"1.4","2.4");
2400 +  
2401 +  ProduceOFSFPlots(mcjzb,datajzb,1); // this is the Aachen selection
2402 +  
2403 +  cutnJets     = TCut(backup_cutnJets.c_str());
2404 +  basiccut     = TCut(backup_basiccut.c_str());
2405 +  essentialcut = TCut(backup_essential.c_str());
2406   }
2407 +  
2408  
2409   void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
2410   {
2411 + //  switch_overunderflow(true);
2412    bool dolog=true;
2413    bool nolog=false;
2414 +
2415 +  bool doOFSF = true;
2416 +  bool doKin  = false;
2417 +  bool doDataComp = false;
2418 +  bool MakeTwoThreeJetComparison = false;
2419 +  
2420 +
2421    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
2422    float mll_low=50;
2423    float mll_hi=160;
2424    if(!PlottingSetup::RestrictToMassPeak) {
2425          mll_low=20;
2426 <        mll_hi=300;
2426 >        mll_hi=320;
2427    }
2428 +  
2429 +  if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
2430 +  
2431 +  //TauQuestion();
2432  
2433 <  make_OFSF_plot("pfJetGoodNum40", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 5, 3, 8, true, "N. jets", "njetsLow", false, false, false, 0.2);
2434 <  make_OFSF_plot("pfJetGoodNum40", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 5, 3, 8, true, "N. jets", "njetsMed", false, false, false, 0.2);
2435 <  make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Low", false, false, false, 0.2);
2436 <  make_OFSF_plot("pfJetGoodPt[0]/pfJetGoodPt[1]", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2Med", false, false, false, 0.2);
2437 <  make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphijetmetLow", false, false, false, 0.0);
2438 <  make_OFSF_plot("TMath::Abs(pfJetDphiMet[0])", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphijetmetMed", false, false, false, 0.0);
2439 <  make_OFSF_plot("TMath::Abs(dphi)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphiLow", false, false, false, 0.2);
669 <  make_OFSF_plot("TMath::Abs(dphi)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphiMed", false, false, false, 0.2);
670 <  make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1Low", false, false, false, 0.2);
671 <  make_OFSF_plot("TMath::Abs(dphiMet1)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1Med", false, false, false, 0.2);
672 <  make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2Low", false, false, false, 0.2);
673 <  make_OFSF_plot("TMath::Abs(dphiMet2)", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2Med", false, false, false, 0.2);
674 <  make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilcLow", false, false, false, 0.2);
675 <  make_OFSF_plot("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "mll>40&&mll<70&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilcMed", false, false, false, 0.2);
676 <  make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijcLow", false, false, false, 0.2);
677 <  make_OFSF_plot("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijcMed", false, false, false, 0.2);
678 <  make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(l,MET)|)", "dphilcoLow", false, false, false, 0.2);
679 <  make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(l,MET)|)", "dphilcoMed", false, false, false, 0.2);
680 <  make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "20 GeV < mll < 40 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(jet,MET)|)", "dphijcoLow", false, false, false, 0.2);
681 <  make_OFSF_plot("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "mll>20&&mll<40&&met[4]>100", "40 GeV < mll < 70 GeV", 16, 0, 3.2, false, "Min(#Pi - |#Delta#phi(jet,MET)|)", "dphijcoMed", false, false, false, 0.2);
682 <
683 <
684 <
685 <  make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
686 <
687 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
688 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
689 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
690 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
691 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
692 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
693 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
694 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
695 <  make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
696 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
697 <
698 <  make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
699 <  make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
700 <
701 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
702 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
703 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
704 <
705 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
706 < //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
707 < //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
708 <  make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
709 <  make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
710 <  make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
711 <  make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
712 <  make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
713 <  stringstream jzbcut;
714 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
715 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
716 <  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);
717 <  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);
718 <  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);
719 <  stringstream jzbcut2;
720 <  jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
721 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
722 <  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);
723 <  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);
724 <  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);
725 <  stringstream jzbcut3;
726 <  jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
727 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
728 <  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);
729 <  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);  
730 <  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);  
731 <
732 <  make_kin_plot("mll","met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV] (MET>100GeV)","mll_met100",doPF,true);
733 <
734 <  make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
735 <  make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
736 <  make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
737 <  make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
738 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
739 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
740 < //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2433 >  //ProduceJanPlots();
2434 >  //ProduceMCSystematicPlots();
2435 >  //assert(0);
2436 > //  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
2437 >  
2438 >  if ( doOFSF ) ProduceOFSFPlots(mcjzb,datajzb);
2439 >  assert(0);
2440  
2441 <  make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2442 <  make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2441 >  if ( doDataComp) {
2442 >    TCut mllCut("");
2443 >    float massmin = 15.;
2444 >    float massmax = 315;
2445 >    int massnbins = 60;
2446 > /*    if ( !PlottingSetup::openBox ) {
2447 >      mllCut = "mll>70";
2448 >      massmin = 120;
2449 >      massmax = 360;
2450 >      massnbins = 14;
2451 >    }*/
2452  
2453 +    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
2454 +    
2455 +    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
2456 +    make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
2457 +    
2458 +    
2459 +    make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
2460 +    make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
2461 +    make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
2462 +    make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
2463 +    make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
2464 +    
2465 +    make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
2466 +    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
2467 +    make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
2468 +    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
2469  
2470 +  
2471 +    string basiccutsaved = (const char*)basiccut;
2472 +    
2473 +    string newbasiccut=basiccutsaved;
2474 +    
2475 +    size_t found;
2476 +    found = newbasiccut.find( "pt2>20" );
2477 +    while (found!=string::npos){
2478 +      newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
2479 +      found = newbasiccut.find( "pt2>20" );
2480 +    }
2481 +    basiccut=TCut(newbasiccut.c_str());
2482 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
2483 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
2484 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
2485 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
2486 +    basiccut=TCut(basiccutsaved.c_str());
2487 +    
2488 +    make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
2489 +    make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
2490 +    
2491 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
2492 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
2493 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
2494 +    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
2495 +
2496 +    
2497 +    make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
2498 +    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
2499 +    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
2500 +    make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
2501 +    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
2502 +    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
2503 +    make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
2504 +    make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
2505 +
2506 +    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
2507 +    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2508 +    
2509 +    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
2510 +    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
2511 +    
2512 +    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
2513 +    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
2514 +    
2515 +    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
2516 +    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
2517 +
2518 +
2519 +    make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
2520 +    make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
2521 +    make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
2522 +
2523 +    make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
2524 +    make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
2525 +    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
2526 +    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
2527 +
2528 +  }
2529 +
2530 +
2531 +  if ( doKin ) {
2532 +    string mllCut("");
2533 +    
2534 +    make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_SF",doPF,true);
2535 +    make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>20")),56,20,300,dolog,"m_{ll}","NoPreselection/mll_OF",doPF,true);
2536 +
2537 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_SF",doPF,true);
2538 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"E_{T}^{miss}","NoPreselection/met_OF",doPF,true);
2539 +
2540 +    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_SF",doPF,true);
2541 +    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&TCut("mll>20")),20,0,800,dolog,"H_{T}","NoPreselection/HT_OF",doPF,true);
2542 +    
2543 +    make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_SF",doPF,true);
2544 +    make_plain_kin_plot("pfJetGoodNum40",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{jets}","NoPreselection/NJets_OF",doPF,true);
2545 +    
2546 +    make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSSF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_SF",doPF,true);
2547 +    make_plain_kin_plot("pfJetGoodNumBtag30",Cut2Str(cutOSOF&&TCut("mll>20")),10,-0.5,9.5,dolog,"n_{btags}","NoPreselection/NBTags_OF",doPF,true);
2548 +    
2549 +    make_plain_kin_plot("pt1",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_SF",doPF,true);
2550 +    make_plain_kin_plot("pt1",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{1}","NoPreselection/Pt1_OF",doPF,true);
2551 +    
2552 +    make_plain_kin_plot("pt2",Cut2Str(cutOSSF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_SF",doPF,true);
2553 +    make_plain_kin_plot("pt2",Cut2Str(cutOSOF&&TCut("mll>20")),80,0,400,dolog,"p_{T}^{2}","NoPreselection/Pt2_OF",doPF,true);
2554 +    
2555 +    
2556 +    assert(0);
2557 +    make_plain_kin_plot("mll",Cut2Str(cutOSSF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_SF",doPF,true);
2558 +    make_plain_kin_plot("mll",Cut2Str(cutOSOF&&TCut("mll>60&&mll<120")),60,60,120,dolog,"m_{ll}","TestingLuminosity_OF",doPF,true);
2559 +  
2560 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_0j",doPF,true);
2561 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_1j",doPF,true);
2562 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
2563 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
2564 +
2565 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
2566 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
2567 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
2568 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
2569 +
2570 +
2571 +    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
2572 +    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
2573 +    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
2574 +    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
2575 +
2576 +    
2577 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
2578 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
2579 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
2580 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
2581 +
2582 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
2583 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
2584 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
2585 +    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
2586 +
2587 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
2588 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
2589 +    
2590 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
2591 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
2592 +    
2593 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
2594 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
2595 +    
2596 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
2597 +    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
2598 +
2599 +    
2600 +    make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
2601 +    make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
2602 +    // Plots in signal region
2603 +    make_kin_plot("met[4]","",70,0,350,dolog,"#slash{E}_{T} [GeV]","met",doPF,true);
2604 +
2605 +
2606 +    make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
2607 +    
2608 +    make_ttbar_comparison("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j__ALLMCSAMPLES");
2609 +    /*
2610 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
2611 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
2612 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
2613 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
2614 +
2615 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
2616 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
2617 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
2618 +    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
2619 +
2620 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
2621 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
2622 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
2623 +    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
2624 +
2625 +    
2626 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
2627 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
2628 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
2629 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
2630 +
2631 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
2632 +    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
2633 +
2634 +    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
2635 +    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
2636 +    
2637 +    DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
2638 +    DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
2639 +    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
2640 +    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
2641 +
2642 +    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
2643 +    make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
2644 +    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
2645 +    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
2646 +    
2647 +    make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
2648 +    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
2649 +    
2650 +    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
2651 +    make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
2652 +    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
2653 +    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
2654 +    
2655 +    
2656 +    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2657 +    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2658 +
2659 +    // Further inclusive invariant mass plots
2660 +    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2661 +    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2662 +    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2663 +    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2664 +    
2665 +    make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2666 +    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2667 +    
2668 +    
2669 +    // Number of jets
2670 +    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2671 +    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2672 +    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2673 +    
2674 +    // Others
2675 +    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
2676 +    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2677 +    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2678 +    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2679 +    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
2680 +    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
2681 +    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
2682 +    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
2683 +    //   stringstream jzbcut;
2684 +    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2685 +    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2686 +    //   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);
2687 +    //   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);
2688 +    //   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);
2689 +    //   stringstream jzbcut2;
2690 +    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
2691 +    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
2692 +    //   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);
2693 +    //   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);
2694 +    //   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);
2695 +    //   stringstream jzbcut3;
2696 +    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
2697 +    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
2698 +    //   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);
2699 +    //   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);  
2700 +    //   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);  
2701 +    
2702 +    //   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);
2703 +    //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);
2704 +    //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);*/
2705 +  }
2706 +    
2707 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2708 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2709 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2710 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2711 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2712 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2713 +   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2714 + /*
2715 +   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2716 +   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2717 + */
2718 +  switch_overunderflow(false);
2719   }
2720  
2721   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
# Line 758 | Line 2731 | void make_comp_plot( string var, string
2731  
2732    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
2733    int nRegions=4;
2734 <  if(!PlottingSetup::RestrictToMassPeak) {
2734 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2735      nRegions=2;
2736    }
2737    
2738    string sRegions[] = { "SFZP","OFZP","SFSB","OFSB" };
2739 +  if(!RestrictToMassPeak) {
2740 +    sRegions[0]="SF";
2741 +    sRegions[1]="OF";
2742 +  }
2743    TCut kRegions[] = { cutOSSF&&cutnJets&&cutmass,     cutOSOF&&cutnJets&&cutmass,
2744                        cutOSSF&&cutnJets&&sidebandcut, cutOSOF&&cutnJets&&sidebandcut };
2745    
# Line 782 | Line 2759 | void make_comp_plot( string var, string
2759        if (ymax>ymin) datahisto->SetMaximum(ymax);
2760        lm3histo->SetLineStyle(2);
2761        datahisto->Draw("e1");
2762 <      mcstack.Draw("same");
2762 >      mcstack.Draw("histo,same");
2763        datahisto->Draw("same,e1");
2764        lm3histo->Draw("hist,same");
2765        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
# Line 812 | Line 2789 | void region_comparison_plots(string mcjz
2789  
2790   //  switch_overunderflow(true);  // switching overflow/underflow bins on
2791      
2792 <  
2792 >  switch_overunderflow(true);
2793      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
2794    for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2795      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
# Line 825 | Line 2802 | void region_comparison_plots(string mcjz
2802      make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2803  
2804      make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2805 <    make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2805 >    make_comp_plot("met[4]","E_{T}^{miss} [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2806      make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2807      make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2808      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
# Line 857 | Line 2834 | void signal_bg_comparison()
2834    
2835    float simulatedlumi=luminosity;//in pb please - adjust to your likings
2836    
2837 <  TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/DY"));
2837 >  TH1F *JZBplotZJETs = allsamples.Draw("JZBplotZJETs",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
2838    TH1F *JZBplotLM4;
2839    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"));
2840    else JZBplotLM4 = allsamples.Draw("JZBplotLM4",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("LM3"));
2841 <  TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TTJets"));
2841 >  TH1F *JZBplotTtbar = allsamples.Draw("JZBplotTtbar",jzbvariablemc,sbg_nbins,sbg_min,sbg_max, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("TT_"));
2842    
2843    JZBplotTtbar->SetLineColor(allsamples.GetColor("TTJet"));
2844    JZBplotZJETs->SetFillColor(allsamples.GetColor("DY"));
# Line 872 | Line 2849 | void signal_bg_comparison()
2849  
2850    JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2851    JZBplotTtbar->SetMinimum(0.01);
2852 <  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2852 >  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2853    JZBplotTtbar->DrawClone("histo");
2854    JZBplotZJETs->Draw("histo,same");
2855    JZBplotTtbar->SetFillColor(0);
2856    JZBplotTtbar->DrawClone("histo,same");
2857 <  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2857 >  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2858    JZBplotLM4->Draw("histo,same");
2859  
2860  
# Line 915 | Line 2892 | void signal_bg_comparison()
2892    // Draw all plots overlaid
2893    JZBplotTtbar->SetMaximum(JZBplotZJETs->GetMaximum());
2894    JZBplotTtbar->SetMinimum(0.01);
2895 <  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2895 >  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2896    JZBplotTtbar->DrawClone("histo");
2897    JZBplotZJETs->Draw("histo,same");
2898    JZBplotTtbar->SetFillColor(0);
2899    JZBplotTtbar->DrawClone("histo,same");
2900 <  JZBplotTtbar->SetFillColor(allsamples.GetColor("TTJets"));
2900 >  JZBplotTtbar->SetFillColor(allsamples.GetColor("TT_"));
2901  
2902    JZBplotSMS1->SetLineColor(kRed+1);
2903    JZBplotSMS2->SetLineColor(kBlue+1);
# Line 1032 | Line 3009 | vector<TF1*> do_extended_fit_to_plot(TH1
3009   //      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)
3010    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
3011    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3012 <  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);
3012 >  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);
3013  
3014  
3015    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 1127 | Line 3104 | if you want to start from scratch (witho
3104    return return_functions;
3105   }
3106  
3107 < void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
3107 > void do_prediction_plot(TCut addcut, string Cname, string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
3108   {
3109 < //  switch_overunderflow(true);
3109 >  
3110    bool is_data=false;
3111    bool use_signal=false;
3112    if(use_data==1) is_data=true;
3113    if(use_data==2) use_signal=true;
3114 <  int nbins=50;//100;
3115 <  if(is_data) nbins=50;
3114 >  int nbins=int(high/10);//100;
3115 >  if(is_data) nbins=int(high/10);
3116    float low=0;
3117 <  float hi=500;
3117 >  float hi=high;
3118 >  
3119 >  stringstream cutpositiveS;
3120 >  cutpositiveS << "(" << jzb << ">0)";
3121 >  TCut cutpositive(cutpositiveS.str().c_str());
3122 >  stringstream cutnegativeS;
3123 >  cutnegativeS << "(" << jzb << "<0)";
3124 >  TCut cutnegative(cutnegativeS.str().c_str());
3125 >  
3126    
3127    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
3128 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3129 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3130 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3131 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3128 >  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3129 >  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3130 >  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3131 >  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3132  
3133    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
3134    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
# Line 1158 | Line 3143 | void do_prediction_plot(string jzb, TCan
3143    
3144    TH1F *RcorrJZBeemmNoS;
3145  
3146 <    //these are for the ratio
3147 <  
3148 <  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3149 <  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3150 <  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1166 <  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3146 >  //these are for the ratio
3147 >  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3148 >  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3149 >  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3150 >  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3151    
3152    TH1F *JRcorrJZBSBem;
3153    TH1F *JLcorrJZBSBem;
3154    TH1F *JRcorrJZBSBeemm;
3155    TH1F *JLcorrJZBSBeemm;
3156    
3157 <  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);
3157 >  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
3158  
3159    
3160 <  if(PlottingSetup::RestrictToMassPeak) {
3161 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3162 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3163 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3164 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3160 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3161 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3162 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3163 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3164 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3165      
3166      //these are for the ratio
3167 <    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3168 <    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3169 <    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3170 <    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3167 >    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3168 >    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3169 >    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3170 >    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", addcut&&cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
3171    }
3172    
3173    TH1F *lm4RcorrJZBeemm;
3174 <  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"));
3174 >  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", addcut&&cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
3175    
3176    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
3177    
# Line 1200 | Line 3184 | void do_prediction_plot(string jzb, TCan
3184    TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
3185    ClearHisto(BpredSys);
3186      
3187 <  if(PlottingSetup::RestrictToMassPeak) {
3187 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3188      Bpred->Add(RcorrJZBem,1.0/3.);
3189      Bpred->Add(LcorrJZBem,-1.0/3.);
3190      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 1251 | Line 3235 | void do_prediction_plot(string jzb, TCan
3235    SQRT(BpredSys);
3236    BpredSys->Divide(JBpred);
3237  
1254 –  
3238    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
3239    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
3240    Tpred->Add(LcorrJZBem,-1.0);
3241 <  if(PlottingSetup::RestrictToMassPeak) {
3241 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3242      Tpred->Add(RcorrJZBSBem,1.0);
3243      Tpred->Add(LcorrJZBSBem,-1.0);
3244      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 1304 | Line 3287 | void do_prediction_plot(string jzb, TCan
3287      Bpred->Draw("hist,same");
3288      //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3289      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
3290 <    lm4RcorrJZBeemm->Draw("hist,same");
3290 >    //lm4RcorrJZBeemm->Draw("hist,same");
3291      legBpred->AddEntry(RcorrJZBeemm,"observed","p");
3292      legBpred->AddEntry(Bpred,"predicted","l");
3293   //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
3294   //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
3295 <    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
3295 > //     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
3296      legBpred->Draw();
3297      DrawPrelim();
3298  
# Line 1319 | Line 3302 | void do_prediction_plot(string jzb, TCan
3302      Bpred->SetLineWidth(2);
3303      predcomppad->cd();
3304      predcomppad->SetLogy(1);
1322 –    
3305      TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
3306      TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
3307      sidebandsemu->Add(jzbnegative,-1);
3308      
3309      jzbnegative->SetFillColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3310      jzbnegative->SetLineColor(allsamples.GetColor((allsamples.FindSample("DY"))[0]));
3311 <    sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3312 <    sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TTJets"))[0]));
3311 >    sidebandsemu->SetLineColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3312 >    sidebandsemu->SetFillColor(allsamples.GetColor((allsamples.FindSample("TT_"))[0]));
3313      
3314      THStack predcomposition("predcomposition","prediction composition");
3315      predcomposition.Add(sidebandsemu);
# Line 1341 | Line 3323 | void do_prediction_plot(string jzb, TCan
3323   //    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
3324      lm4RcorrJZBeemm->SetLineWidth(2);
3325      //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
3326 <    lm4RcorrJZBeemm->Draw("histo,same");
3326 > //     lm4RcorrJZBeemm->Draw("histo,same");
3327      DrawPrelim();
3328      TLegend *speciallegBpred = make_legend("",0.45,0.55);
3329      //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
3330      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
3331      speciallegBpred->AddEntry(Bpred,"Total background","l");
3332      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
3333 <    if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
3333 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
3334      else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
3335   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
3336 <    speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3336 > //     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3337      speciallegBpred->Draw();
3338 <    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
3338 >    Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
3339 >    delete predcomppad;
3340      
3341      TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
3342      specialcanv->SetLogy(1);
3343   //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
3344      blankback->Draw();
3345   //    kostack.Draw("same");
3346 <    predcomposition.Draw();
3346 >    predcomposition.Draw("hist");
3347      Bpred->Draw("hist,same");
3348      //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
3349      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
# Line 1387 | Line 3370 | void do_prediction_plot(string jzb, TCan
3370      legBpred->AddEntry(Bpred,"MC predicted","l");    
3371      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
3372      if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
3373 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3373 > //     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3374      legBpred->Draw();
3375      DrawMCPrelim();
3376      Bpredsaveas="Bpred_MC";
# Line 1419 | Line 3402 | void do_prediction_plot(string jzb, TCan
3402        
3403        RcorrJZBeemmNoS->SetLineStyle(2);
3404        legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
3405 <      legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
3405 > //       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
3406        legBpred2->Draw();
3407        RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
3408        RcorrJZBeemmNoS->Draw("histo,same");
# Line 1432 | Line 3415 | void do_prediction_plot(string jzb, TCan
3415    }
3416  
3417  
3418 +  Bpredsaveas+="_"+Cname+"_";
3419    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
3420    string ytitle("ratio");
3421    if ( use_data==1 ) ytitle = "data/pred";
3422    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
3423 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3423 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
3424 >  
3425 >  delete kinpad;
3426 >
3427  
3428    
3429    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3430    // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
3431 <  if(PlottingSetup::RestrictToMassPeak) {
3431 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3432      TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
3433      Bpredem->Add(RcorrJZBem);
3434      Bpredem->Add(LcorrJZBem,-1);
# Line 1477 | Line 3464 | void do_prediction_plot(string jzb, TCan
3464      if(use_data==1)
3465      {
3466        legBpredc->AddEntry(RcorrJZBeemm,"observed","p");
3467 <      legBpredc->AddEntry(Bpredem,"OFZP","l");
3468 <      legBpredc->AddEntry(BpredSBem,"OFSB","l");
3469 <      legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3467 >      if(RestrictToMassPeak) {
3468 >        legBpredc->AddEntry(Bpredem,"OFZP","l");
3469 >        legBpredc->AddEntry(BpredSBem,"OFSB","l");
3470 >        legBpredc->AddEntry(BpredSBeemm,"SFSB","l");
3471 >      } else legBpredc->AddEntry(Bpredem,"OF","l");
3472 >        
3473 >        
3474        legBpredc->Draw();
3475        CompleteSave(globalcanvas,subdir+"Bpred_Data_comparison");
3476      }
3477      if(use_data==0) {
3478        legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3479 <      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3480 <      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3481 <      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3479 >      if(RestrictToMassPeak) {
3480 >        legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3481 >        legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3482 >        legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3483 >      } else legBpredc->AddEntry(Bpredem,"MC OF","l");
3484 >        
3485        legBpredc->Draw();
3486        CompleteSave(globalcanvas,subdir+"Bpred_MC_comparison");
3487      }
3488      if(use_data==2) {
3489        legBpredc->AddEntry(RcorrJZBeemm,"MC true","p");
3490 <      legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3491 <      legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3492 <      legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3493 <      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3490 >      if(RestrictToMassPeak) {
3491 >        legBpredc->AddEntry(Bpredem,"MC OFZP","l");
3492 >        legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
3493 >        legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
3494 >      } else {
3495 >        legBpredc->AddEntry(Bpredem,"MC OF","l");
3496 >      }
3497 > //       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
3498        legBpredc->Draw();
3499        CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
3500      }
3501    }
3502    
1505 –  TFile *f = new TFile("tester.root","RECREATE");
1506 –  RcorrJZBeemm->Write();
1507 –  Bpred->Write();
1508 –  f->Close();
1509 –  
3503    delete RcorrJZBeemm;
3504    delete LcorrJZBeemm;
3505    delete RcorrJZBem;
# Line 1520 | Line 3513 | void do_prediction_plot(string jzb, TCan
3513    delete blankback;
3514    
3515    delete BpredSys;
3516 <  if(PlottingSetup::RestrictToMassPeak) {
3516 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3517      delete RcorrJZBSBem;
3518      delete LcorrJZBSBem;
3519      delete RcorrJZBSBeemm;
# Line 1532 | Line 3525 | void do_prediction_plot(string jzb, TCan
3525      delete JLcorrJZBSBeemm;
3526    }
3527    if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1535 –  switch_overunderflow(false);
3528   }
3529  
3530   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
3531 <  TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
1540 <  do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
1541 <  if ( !PlottingSetup::Approved ) {
1542 <    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
1543 <    do_prediction_plot(mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
1544 <  } else {
1545 <    write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
1546 <  }
1547 < }
1548 <
1549 < void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1550 <  bool do_data=0;
1551 <  bool dosignal=0;
1552 <  if(is_data==1) do_data=1;
1553 <  if(is_data==2) dosignal=1;
1554 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1555 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1556 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1557 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3531 >  switch_overunderflow(true);
3532    
3533 <  TH1F *RcorrJZBSBem;
3534 <  TH1F *LcorrJZBSBem;
1561 <  TH1F *RcorrJZBSBeemm;
1562 <  TH1F *LcorrJZBSbeemm;
3533 >  TCut cuts[3] = {TCut("mll>0"),Restrmasscut,TCut("mll>20&&mll<70")};
3534 >  string cutnames[3] = {"NoMassCut","ZWindow","LowMassRegion2070"};
3535    
3536 <  if(PlottingSetup::RestrictToMassPeak) {
3537 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3538 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
3539 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
3540 <    LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
3541 <  }
3542 <  
3543 <
3544 <
1573 <
1574 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1575 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1576 <  if(PlottingSetup::RestrictToMassPeak) {
1577 <    Bpred->Add(RcorrJZBem,1.0/3);
1578 <    Bpred->Add(LcorrJZBem,-1.0/3);
1579 <    Bpred->Add(RcorrJZBSBem,1.0/3);
1580 <    Bpred->Add(LcorrJZBSBem,-1.0/3);
1581 <    Bpred->Add(RcorrJZBSBeemm,1.0/3);
1582 <    Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1583 <  } else {
1584 <    Bpred->Add(RcorrJZBem,1.0);
1585 <    Bpred->Add(LcorrJZBem,-1.0);
3536 >  TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
3537 >  for(int i=0;i<3;i++) {
3538 >    do_prediction_plot(cuts[i],cutnames[i],datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
3539 >    if ( !PlottingSetup::Approved ) {
3540 >      do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mc,overlay_signal);
3541 >      do_prediction_plot(cuts[i],cutnames[i],mcjzb,globalcanvas,jzbHigh ,mcwithsignal,overlay_signal);
3542 >    } else {
3543 >      write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
3544 >    }
3545    }
1587 –
1588 –  can->cd();
1589 –  can->SetLogy(0);
1590 –  Bpred->SetLineColor(kRed);
1591 –  Bpred->SetStats(0);
1592 –  if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1593 –  TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1594 –  JZBratioforfitting->Divide(Bpred);
1595 –  TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1596 –  
1597 –  
1598 –  JZBratio->SetTitle("");
1599 –  JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1600 – //  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1601 –  
1602 –  TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1603 –  TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1604 – //  straightline_fit->SetParameter(0,1);
1605 –  JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1606 –  pol0d->SetParameter(0,pol0->GetParameter(0));
1607 –  
1608 –  JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1609 –  JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1610 –  if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1611 –  JZBratio->GetYaxis()->SetNdivisions(519);
1612 –  JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1613 –  JZBratio->GetYaxis()->CenterTitle();
1614 –  JZBratio->GetXaxis()->CenterTitle();
1615 –  JZBratio->SetMarkerSize(DataMarkerSize);
1616 –  JZBratio->Draw("AP");
1617 –  /////----------------------------
1618 –  TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1619 –  writeresult->SetFillStyle(4000);
1620 –  writeresult->SetFillColor(kWhite);
1621 –  writeresult->SetTextFont(42);
1622 –  writeresult->SetTextSize(0.03);
1623 –  writeresult->SetTextAlign(12);
1624 –  ostringstream jzb_agreement_data_text;
1625 –  jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1626 –  if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1627 –  if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1628 – /*  if(is_data) writeresult->AddText("Data closure test");
1629 –  else writeresult->AddText("MC closure test");
1630 –  */
1631 –  writeresult->AddText(jzb_agreement_data_text.str().c_str());
1632 – //  writeresult->Draw("same");
1633 – //  pol0d->Draw("same");
1634 –  TF1 *topline =  new TF1("","1.5",0,1000);
1635 –  TF1 *bottomline =  new TF1("","0.5",0,1000);
1636 –  topline->SetLineColor(kBlue);
1637 –  topline->SetLineStyle(2);
1638 –  bottomline->SetLineColor(kBlue);
1639 –  bottomline->SetLineStyle(2);
1640 – //  topline->Draw("same");
1641 – //  bottomline->Draw("same");
1642 –  TF1 *oneline = new TF1("","1.0",0,1000);
1643 –  oneline->SetLineColor(kBlue);
1644 –  oneline->SetLineStyle(1);
1645 –  oneline->Draw("same");
1646 –  TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1647 –  if(is_data==1) DrawPrelim();
1648 –  else DrawMCPrelim();
1649 –  TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1650 –  leg->SetTextFont(42);
1651 –  leg->SetTextSize(0.04);
1652 – //   if(is_data==1) leg->SetHeader("Ratio (data)");
1653 – //   else leg->SetHeader("Ratio (MC)");
1654 –
1655 –  TString MCtitle("MC ");
1656 –  if (is_data==1) MCtitle = "";
1657 –
1658 –  leg->SetFillStyle(4000);
1659 –  leg->SetFillColor(kWhite);
1660 –  leg->SetTextFont(42);
1661 – //  leg->AddEntry(topline,"+20\% sys envelope","l");
1662 –  leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1663 –  leg->AddEntry(oneline,"ratio = 1","l");
1664 – //  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1665 – //  leg->AddEntry(bottomline,"#pm50% envelope","l");
1666 –
1667 –
1668 –  //leg->Draw("same"); // no longer drawing legend
1669 –
1670 –  if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1671 –  if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1672 –  if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1673 –  
1674 –  delete RcorrJZBeemm;
1675 –  delete LcorrJZBeemm;
1676 –  delete RcorrJZBem;
1677 –  delete LcorrJZBem;
3546    
3547 <  delete RcorrJZBSBem;
3548 <  delete LcorrJZBSBem;
1681 <  delete RcorrJZBSBeemm;
1682 <  delete LcorrJZBSbeemm;
1683 < }
1684 <
1685 < void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1686 <  TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1687 <  globalc->SetLogy(0);
1688 <  
1689 <  do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1690 <  do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1691 <  do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
3547 >  delete globalcanvas;
3548 >  switch_overunderflow(false);
3549   }
3550  
3551   string give_jzb_expression(float peak, int type) {
# Line 1711 | Line 3568 | void lepton_comparison_plots() {
3568    Float_t ymin = 1.e-5, ymax = 0.25;
3569    TCanvas *can = new TCanvas("can","Lepton Comparison Canvas");
3570    can->SetLogy(1);
3571 <  TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("/DY"));
3572 <  TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("/DY"));
3571 >  TH1F *eemc = allsamples.Draw("eemc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==0)",mc, luminosity,allsamples.FindSample("M-20_CT10_"));
3572 >  TH1F *mmmc = allsamples.Draw("mmmc","mll",50,50,150, "mll [GeV]", "events", cutOSSF&&cutnJets&&"(id1==1)",mc, luminosity,allsamples.FindSample("M-20_CT10_"));
3573    eemc->SetLineColor(kBlue);
3574    mmmc->SetLineColor(kRed);
3575    eemc->SetMinimum(0.1);
# Line 1775 | Line 3632 | void lepton_comparison_plots() {
3632    eemmlegend->AddEntry(jmmd,"#mu#mu","l");
3633    eemmlegend->Draw();
3634    DrawPrelim();
3635 <  save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3635 >  Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
3636    
3637 <  TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("/DY"));
3638 <  TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("/DY"));
3639 <  TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("/DY"));
3637 >  TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("M-20_CT10_"));
3638 >  TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("M-20_CT10_"));
3639 >  TH1F *zjeemmd = allsamples.Draw("zjeemmd",jzbvariablemc,int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,            mc,  luminosity,allsamples.FindSample("M-20_CT10_"));
3640    dout << "Z+Jets ee : " << zjeed->GetMean() << "+/-" << zjeed->GetMeanError() << endl;
3641    dout << "Z+Jets ee : " << zjmmd->GetMean() << "+/-" << zjmmd->GetMeanError() << endl;
3642    dout << "Z+Jets eemd : " << zjeemmd->GetMean() << "+/-" << zjeemmd->GetMeanError() << endl;
# Line 1876 | Line 3733 | void draw_pure_jzb_histo(TCut cut,string
3733    datahisto->SetMinimum(0.1);
3734    datahisto->SetMarkerSize(DataMarkerSize);
3735    datahisto->Draw("e1");
3736 <  mcstack.Draw("same");
3736 >  mcstack.Draw("histo,same");
3737    datahisto->Draw("same,e1");
3738    
3739    TLegend *leg;
3740 <  if (!PlottingSetup::RestrictToMassPeak) {
3740 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
3741      if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
3742      else leg = allsamples.allbglegend("Same flavor",datahisto);
3743    } else {
# Line 1898 | Line 3755 | void draw_pure_jzb_histo(TCut cut,string
3755    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3756    writeline1->SetTextSize(0.035);
3757    writeline1->Draw();
3758 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3759 <  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
3758 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3759 >  else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3760    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3761    jzbpad2->cd();
3762    jzbpad2->SetLogy(1);
# Line 1907 | Line 3764 | void draw_pure_jzb_histo(TCut cut,string
3764    datahisto->SetMinimum(0.1);
3765    datahisto->SetMarkerSize(DataMarkerSize);
3766    datahisto->Draw("e1");
3767 <  mcstack.Draw("same");
3767 >  mcstack.Draw("histo,same");
3768    datahisto->Draw("same,e1");
3769    leg->SetHeader("");
3770    leg->Draw();
3771    writeline1->SetTextSize(0.035);
3772    writeline1->Draw();
3773    DrawPrelim();
3774 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3775 <  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3774 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3775 >  else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3776    datahisto->Delete();
3777    mcstack.Delete();
3778   }
# Line 1943 | Line 3800 | void produce_stretched_jzb_plots(string
3800    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
3801    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
3802    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
3803 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3804 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3803 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3804 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3805    
3806    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
3807    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
3808 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3809 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3808 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3809 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3810    
3811    delete dican;
3812   }
3813    
3814  
3815   void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3816 +  switch_overunderflow(true);
3817    vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
3818    
3819    if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
# Line 1982 | Line 3840 | void diboson_plots(string mcjzb, string
3840    TCanvas *gloca = new TCanvas("gloca","gloca");
3841    
3842    dout << "Going to produce prediction plots" << endl;
3843 <  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3844 <  do_prediction_plot(mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3843 >  do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do only MC plots, no signal
3844 >  do_prediction_plot(TCut("mll>0"),"",mcjzb, gloca, PlottingSetup::jzbHigh, 0, false,"Dibosons/Bpred/" ); // do MC plots with signal
3845    delete gloca;
3846  
3847    dout << "Going to reset the cross section for diboson samples ... " << endl;
# Line 1995 | Line 3853 | void diboson_plots(string mcjzb, string
3853      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;
3854      
3855    }
3856 <  
3856 > //   switch_overunderflow(false);
3857   }
3858  
3859  
# Line 2022 | Line 3880 | void draw_normalized_data_vs_data_histo(
3880    leg->AddEntry(datahisto2,legentry2.c_str());
3881    leg->Draw();
3882    
3883 <  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3883 >  Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3884    
3885    datahisto1->Delete();
3886    datahisto2->Delete();
# Line 2030 | Line 3888 | void draw_normalized_data_vs_data_histo(
3888  
3889  
3890   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3891 +  switch_overunderflow(true);
3892    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
3893    float max=jzbHigh ;
3894    float min=-120;
# Line 2050 | Line 3909 | void jzb_plots(string mcjzb, string data
3909      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
3910      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
3911      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3912 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
3913 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
3912 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
3913 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
3914      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);
3915      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);
3916      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);
# Line 2062 | Line 3921 | void jzb_plots(string mcjzb, string data
3921    if ( !PlottingSetup::Approved ) {
3922      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
3923      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3924 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
3925 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3924 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
3925 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3926    }
3927    delete can;
3928 +  switch_overunderflow(false);
3929   }
3930  
3931  
# Line 2115 | Line 3975 | void compute_MC_yields(string mcjzb,vect
3975    TCanvas *yica = new TCanvas("yica","yield canvas");
3976    
3977    int nRegions=4;
3978 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
3978 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
3979    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
3980    string posneg[] = {"pos","neg"};
3981    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
# Line 2204 | Line 4064 | void draw_ttbar_and_zjets_shape_for_one_
4064    TText *titlecenter;
4065    bool frommc=false;
4066    if(frommc) {
4067 <    osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TTJets"));
4067 >    osof = allsamples.Draw("osof",datajzb,40,-200,200, "JZB [GeV]", "events", massat40&&cutOSSF&&jetcut&&lepcut,mc,luminosity,allsamples.FindSample("TT_"));
4068      titlecenter = write_title("Extracting ttbar shape (from ossf MC)");
4069    }
4070    else {
# Line 2432 | Line 4292 | float find_one_correction_factor(string
4292    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
4293    profd->Rebin(2);
4294    profd->SetMarkerSize(DataMarkerSize);
4295 <  profd->Fit("pol0","","same,e1",100,400);
4295 >  profd->Fit("pol2","","same,e1",10,400);
4296    DrawPrelim();
4297    string stitle="Data";
4298    if(!Contains(FindKeyword,"Data")) stitle="MC";
# Line 2461 | Line 4321 | void find_correction_factors(string &jzb
4321    float datacorrection=find_one_correction_factor("Data",true,"","Data");
4322    float mccorrection=find_one_correction_factor("DY",false,"","MC");
4323    
4324 <  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
4324 > /*  float dataEEcorrection=find_one_correction_factor("Data",true,"id1==0","Data_ee");
4325    float mcEEcorrection=find_one_correction_factor("DY",false,"id1==0","MC_ee");
4326    
4327    float dataMMcorrection=find_one_correction_factor("Data",true,"id1==1","Data_mm");
4328    float mcMMcorrection=find_one_correction_factor("DY",false,"id1==1","MC_mm");
4329 <  
4329 >  */
4330    cout << "Corrections : " << endl;
4331    cout << "   Data : " << datacorrection << endl;
4332 <  cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
4332 > //   cout << "     ee (" << dataEEcorrection << ") , mm (" << dataMMcorrection << ")" << endl;
4333    cout << "   MC : " << mccorrection << endl;
4334 <  cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
4334 > //   cout << "     ee (" << mcEEcorrection << ") , mm (" << mcMMcorrection << ")" << endl;
4335    
4336    //Step 2: Processing the result and making it into something useful :-)
4337    stringstream jzbvardatas;
4338    jzbvardatas << "(";
4339    
4340 +  /*
4341    if(dataEEcorrection>=1) jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]-" << dataEEcorrection-1 << "*pt))";
4342    if(dataEEcorrection<1)  jzbvardatas<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-dataEEcorrection << "*pt))";
4343    
# Line 2490 | Line 4351 | void find_correction_factors(string &jzb
4351    
4352    jzbvardatas << ")";
4353    jzbvardata=jzbvardatas.str();
4354 <  
4354 >  */
4355    stringstream jzbvarmcs;
4356    jzbvarmcs << "(";
4357 <  
4357 >  /*
4358    if(mcEEcorrection>=1) jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]-" << mcEEcorrection-1 << "*pt))";
4359    if(mcEEcorrection<1)  jzbvarmcs<<"((id1==0&&id1==id2)*(jzb[1]+" << 1-mcEEcorrection << "*pt))";
4360    
# Line 2507 | Line 4368 | void find_correction_factors(string &jzb
4368    
4369    jzbvarmcs << ")";
4370    jzbvarmc=jzbvarmcs.str();
4371 <
4371 >  */
4372 >  
4373 >  if(datacorrection>=1) jzbvardatas<<"(jzb[1]-" << datacorrection-1 << "*pt)";
4374 >  if(datacorrection<1)  jzbvardatas<<"(jzb[1]+" << 1-datacorrection << "*pt)";
4375 >  
4376 >  if(mccorrection>=1) jzbvarmcs<<"(jzb[1]-" << mccorrection-1 << "*pt)";
4377 >  if(mccorrection<1)  jzbvarmcs<<"(jzb[1]+" << 1-mccorrection << "*pt)";
4378 >  
4379 >  jzbvardata = jzbvardatas.str();
4380 >  jzbvarmc = jzbvarmcs.str();
4381 >  
4382    dout << "JZB Z pt correction summary : " << endl;
4383    dout << "  Data: The response is " << datacorrection << "  --> jzb variable is now : " << jzbvardata << endl;
4384    dout << "  MC  : The response is " << mccorrection << "  --> jzb variable is now : " << jzbvarmc << endl;
4385    
4386   }
4387  
4388 < void pick_up_events(string cut) {
4389 <  dout << "Picking up events with cut " << cut << endl;
2519 <  allsamples.PickUpEvents(cut);
4388 > void pick_up_events(string cut, string filename, bool QuietMode=false) {
4389 >  allsamples.PickUpEvents(cut,filename,QuietMode);
4390   }
4391  
4392   void save_template(string mcjzb, string datajzb,vector<float> jzb_cuts,float MCPeakError,float DataPeakError, vector<float> jzb_shape_limit_bins) {
# Line 2563 | Line 4433 | void save_template(string mcjzb, string
4433    configfile<<"\n\n";
4434    configfile<<"luminosity="<<luminosity<<";\n";
4435    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
4436 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
4437    
4438    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
4439    
# Line 2601 | Line 4472 | void draw_all_ttbar_histos(TCanvas *can,
4472    }
4473   }
4474  
4475 < void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring) {
4475 > void ttbar_sidebands_comparison(string mcjzb, vector<float> binning, string prestring, TCut cut) {
4476    //in the case of the on peak analysis, we compare the 3 control regions to the real value
4477    //in the case of the OFF peak analysis, we compare our control region to the real value
4478    TCut weightbackup=cutWeight;
4479 +  switch_overunderflow(true);
4480    
4481 <  bool doPURW=false;
4481 >  bool doPURW=true;
4482    
4483    
4484    if(!doPURW) {
# Line 2626 | Line 4498 | void ttbar_sidebands_comparison(string m
4498        
4499    float simulatedlumi = luminosity; //in pb please - adjust to your likings
4500  
4501 <  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4502 <  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4501 >  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4502 >  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4503    TH1F *TSem;
4504    TH1F *nTSem;
4505 <  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4506 <  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4505 >  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4506 >  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4507    TH1F *TSeemm;
4508    TH1F *nTSeemm;
4509    
4510 <  if(PlottingSetup::RestrictToMassPeak) {
4511 <    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4512 <    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4513 <    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4514 <    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
4510 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4511 >    TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4512 >    nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4513 >    TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4514 >    nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets&&cut,mc,simulatedlumi,allsamples.FindSample("/TT"));
4515    }
4516  
4517    TCanvas *tcan = new TCanvas("tcan","tcan");
# Line 2651 | Line 4523 | void ttbar_sidebands_comparison(string m
4523    TZem->SetMarkerColor(kRed);
4524  
4525  
4526 <  if(PlottingSetup::RestrictToMassPeak) {
4526 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4527          TSem->SetLineColor(TColor::GetColor("#00A616"));
4528          TSeemm->SetLineColor(kMagenta+2);
4529          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2665 | Line 4537 | void ttbar_sidebands_comparison(string m
4537    TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4538    histos.push_back(TZem);
4539    histos.push_back(TZeemm);
4540 <  if(PlottingSetup::RestrictToMassPeak) {
4540 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4541      TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4542      TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
4543      histos.push_back(TSem);
4544      histos.push_back(TSeemm);
4545    }
4546 <  draw_all_ttbar_histos(tcan,histos,"histo",1);
4546 >  draw_all_ttbar_histos(tcan,histos,"histo",8);
4547    
4548    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
4549    leg->AddEntry(TZeemm,"SFZP","l");
4550    leg->AddEntry(TZem,"OFZP","l");
4551 <  if(PlottingSetup::RestrictToMassPeak) {
4551 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4552      leg->AddEntry(TSeemm,"SFSB","l");
4553      leg->AddEntry(TSem,"OFSB","l");
4554    }
4555    leg->Draw("same");
4556    DrawMCPrelim(simulatedlumi);
4557    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
4558 +  
4559    TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
4560    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
4561    TH1F *TSeemmcopy;
4562    TH1F *TSemcopy;
4563 <  if(PlottingSetup::RestrictToMassPeak) {
4563 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4564      TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
4565      TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
4566    }
4567  
4568    TZem->Divide(TZeemm);
4569    TZem->SetMarkerStyle(21);
4570 <  if(PlottingSetup::RestrictToMassPeak) {
4570 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4571      TSem->Divide(TZeemm);
4572      TSeemm->Divide(TZeemm);
4573      TSem->SetMarkerStyle(24);
# Line 2705 | Line 4578 | void ttbar_sidebands_comparison(string m
4578    TZem->GetYaxis()->SetRangeUser(0,2.5);
4579    TZem->GetYaxis()->SetTitle("ratio");
4580    TZem->Draw();
4581 <  if(PlottingSetup::RestrictToMassPeak) {
4581 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4582      TSem->Draw("same");
4583      TSeemm->Draw("same");
4584    }
# Line 2735 | Line 4608 | void ttbar_sidebands_comparison(string m
4608    
4609    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
4610    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
4611 <  if(PlottingSetup::RestrictToMassPeak) {
4611 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4612      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
4613      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
4614    }
# Line 2748 | Line 4621 | void ttbar_sidebands_comparison(string m
4621    DrawMCPrelim(simulatedlumi);
4622    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
4623    
4624 +  
4625    if (0) { // Turn this off: we don't need this
4626  
4627      ///-------------- second part: only look at the quantity we actually care about!
# Line 2761 | Line 4635 | void ttbar_sidebands_comparison(string m
4635      TH1F *rightofsb;
4636      TH1F *leftsfsb;
4637      TH1F *rightsfsb;
4638 <    if(PlottingSetup::RestrictToMassPeak) {
4638 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4639        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
4640        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
4641        rightofsb->Add(leftofsb,-1);
# Line 2775 | Line 4649 | void ttbar_sidebands_comparison(string m
4649      rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
4650      rightsfzp->Draw("histo");
4651      rightofzp->Draw("histo,same");
4652 <    if(PlottingSetup::RestrictToMassPeak) {
4652 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4653        rightofsb->Draw("histo,same");
4654        rightsfsb->Draw("histo,same");
4655      }
# Line 2784 | Line 4658 | void ttbar_sidebands_comparison(string m
4658      TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
4659      legA->AddEntry(rightsfzp,"SFZP","l");
4660      legA->AddEntry(rightofzp,"OFZP","l");
4661 <    if(PlottingSetup::RestrictToMassPeak) {
4661 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4662        legA->AddEntry(rightofsb,"SFSB","l");
4663        legA->AddEntry(rightsfsb,"OFSB","l");
4664      }
# Line 2798 | Line 4672 | void ttbar_sidebands_comparison(string m
4672      rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
4673      rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
4674      rightofzp->Draw();
4675 <    if(PlottingSetup::RestrictToMassPeak) {
4675 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4676        rightofsb->Divide(rightsfzp);
4677        rightsfsb->Divide(rightsfzp);
4678        rightofsb->Draw("same");
# Line 2818 | Line 4692 | void ttbar_sidebands_comparison(string m
4692      bottom2->Draw("same");
4693  
4694      rightofzp->SetMarkerStyle(21);
4695 <    if(PlottingSetup::RestrictToMassPeak) {
4695 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4696        rightofsb->SetMarkerStyle(24);
4697        rightsfsb->SetMarkerStyle(32);
4698      }
4699  
4700      TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4701      leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4702 <    if(PlottingSetup::RestrictToMassPeak) {
4702 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4703        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4704        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4705      }
# Line 2844 | Line 4718 | void ttbar_sidebands_comparison(string m
4718    delete nTZem;
4719    delete TZeemm;
4720    delete nTZeemm;
4721 <  if(PlottingSetup::RestrictToMassPeak) {
4721 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4722          delete TSem;
4723          delete nTSem;
4724          delete TSeemm;
# Line 2853 | Line 4727 | void ttbar_sidebands_comparison(string m
4727  
4728    delete tcan;
4729    cutWeight=weightbackup;
4730 +  switch_overunderflow(false);
4731   }
4732  
4733   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
# Line 2887 | Line 4762 | void ttbar_sidebands_comparison(string m
4762    nicer_binning.push_back(150);
4763    //nicer_binning.push_back(175);
4764    nicer_binning.push_back(200);
4765 <  nicer_binning.push_back(250);
4766 <  nicer_binning.push_back(300);
4767 <  nicer_binning.push_back(400);
4765 > //  nicer_binning.push_back(250);
4766 > //  nicer_binning.push_back(300);
4767 > //  nicer_binning.push_back(400);
4768 >  
4769 >  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/",TCut("mll>0"));
4770 >  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/LowMassRegion2070",TCut("mll>20&&mll<70"));
4771 >  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/ZWindow",Restrmasscut);
4772    
2894 –  ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4773   }
4774  
4775  
4776 < void zjets_prediction_comparison(string mcjzbWithPUa) {
4776 > void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4777 >  cout << "****************************************************************************************************************************************************************" << endl;
4778    TCanvas *zcan = new TCanvas("zcan","zcan");  
2900 – //  zcan->SetLogy(1);
4779    TCut weightbackup=cutWeight;
4780    
4781 <  bool UsePURW=false;
4781 >  bool UsePURW=true;
4782    
4783    
4784    string mcjzb;
4785    if(UsePURW) {
4786      mcjzb=mcjzbWithPUa;
4787 +    cout << "Using PURW peak positions" << endl;
4788    } else {
4789      // Do it without PU re-weighting
4790 +    cutWeight="1.0";
4791      float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4792      stringstream resultsNoPU;
4793      stringstream noPUdatajzb;
# Line 2918 | Line 4798 | void zjets_prediction_comparison(string
4798      
4799      mcjzb = noPUmcjzb.str();
4800      
2921 –    cutWeight="1.0";
4801    }
4802  
4803    
4804 +  
4805    vector<float> binning;
4806    binning.push_back(0);
4807    binning.push_back(10);
4808 <  binning.push_back(20);
4809 <  binning.push_back(40);
4810 <  binning.push_back(60);
4811 < //   binning.push_back(50);
4808 >  binning.push_back(30);
4809 > //  binning.push_back(40);
4810 > //  binning.push_back(60);
4811 >   binning.push_back(50);
4812   //   binning.push_back(60);
4813   //   binning.push_back(70);
4814   //   binning.push_back(80);
# Line 2939 | Line 4819 | void zjets_prediction_comparison(string
4819    
4820    TCut kPos((mcjzb+">0").c_str());
4821    TCut kNeg((mcjzb+"<0").c_str());
4822 +  TCut reducedNJets(cutnJets);
4823    string var( "abs("+mcjzb+")" );
4824    
2944 –  TCut notTau("abs(genMID1)!=15");
2945 –  TCut ONLYTau("mll>20");
4825    
4826 <
4827 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4828 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4826 >  TCut notTau("!EventZToTaus");
4827 >  TCut ee_mm_tautau("mll>0");
4828 >  
4829 >  TH1F *hJZBpos = allsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4830 >  TH1F *hJZBneg = allsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4831    
4832    hJZBpos->SetLineColor(kBlack);
4833    hJZBneg->SetLineColor(kRed);
# Line 2961 | Line 4842 | void zjets_prediction_comparison(string
4842    leg->AddEntry(hJZBneg,"Predicted","l");
4843    leg->Draw("same");
4844    DrawMCPrelim(simulatedlumi);
4845 <  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
4845 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
4846    
4847    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
4848    hratio->Divide(hJZBneg);
4849    
4850    for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
4851 <    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
4851 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << " +/- " << hJZBpos->GetBinError(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << " +/- " << hJZBneg->GetBinError(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << " +/- " << (hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i)) * sqrt(pow(hJZBpos->GetBinError(i)/hJZBpos->GetBinContent(i),2) + pow(hJZBneg->GetBinError(i)/hJZBneg->GetBinContent(i),2)) << ")" << endl;
4852    }
4853    
4854 <  zcan->SetLogy(0);
4855 <  hratio->GetYaxis()->SetRangeUser(0,2.0);
4854 > //  zcan->SetLogy(0);
4855 >  hratio->GetYaxis()->SetRangeUser(0,2.5);
4856    hratio->GetYaxis()->SetTitle("Observed/Predicted");
4857    hratio->Draw("e1");
4858    
4859 <  TLine *top = new TLine(binning[0],1.25,binning[binning.size()-1],1.25);
4859 >  TLine *top = new TLine(binning[0],1.2,binning[binning.size()-1],1.2);
4860    TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
4861 <  TLine *bottom = new TLine(binning[0],0.75,binning[binning.size()-1],0.75);
4861 >  TLine *bottom = new TLine(binning[0],0.8,binning[binning.size()-1],0.8);
4862    
4863  
4864    top->SetLineColor(kBlue);top->SetLineStyle(2);
# Line 2993 | Line 4874 | void zjets_prediction_comparison(string
4874    leg2->AddEntry(bottom,"syst. envelope","l");
4875    leg2->Draw("same");
4876    DrawMCPrelim(simulatedlumi);
4877 <  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
2997 <  
2998 <  TCut reducedNJets(cutnJets);
4877 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
4878    
4879 <  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4880 <  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4881 <  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4882 <  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4879 >  TH1F *TAUhJZBpos       = allsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4880 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4881 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4882 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4883  
4884    TH1F *RcorrJZBSBem;
4885    TH1F *LcorrJZBSBem;
4886    TH1F *RcorrJZBSBeemm;
4887    TH1F *LcorrJZBSBeemm;
4888  
4889 <  if(PlottingSetup::RestrictToMassPeak) {
4890 <    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4891 <    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4892 <    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4893 <    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4889 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4890 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4891 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4892 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4893 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4894    }
4895    
4896    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4897 <  if(PlottingSetup::RestrictToMassPeak) {
4897 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4898      Bpred->Add(RcorrJZBem,1.0/3.);
4899      Bpred->Add(LcorrJZBem,-1.0/3.);
4900      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 3042 | Line 4921 | void zjets_prediction_comparison(string
4921    TAUleg->AddEntry(Bpred,"Predicted","l");
4922    TAUleg->Draw("same");
4923    DrawMCPrelim(simulatedlumi);
4924 <  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
4924 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
4925    
4926    TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
4927    TAUhratio->Divide(Bpred);
4928    
4929    for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
4930      cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
4931 +    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << " +/- " << TAUhJZBpos->GetBinError(i) << "   vs    Negative : " << Bpred->GetBinContent(i) << " +/- " << Bpred->GetBinError(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << " +/- " << (TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i)) * sqrt(pow(TAUhJZBpos->GetBinError(i)/TAUhJZBpos->GetBinContent(i),2) + pow(Bpred->GetBinError(i)/Bpred->GetBinContent(i),2)) << ")" << endl;
4932 +    
4933 +    
4934    }
4935    
4936    zcan->SetLogy(0);
# Line 3060 | Line 4942 | void zjets_prediction_comparison(string
4942    center->Draw("same");
4943    bottom->Draw("same");
4944    
4945 <  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
4945 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4946    TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
4947    TAUleg2->AddEntry(bottom,"syst. envelope","l");
4948    TAUleg2->Draw("same");
4949    DrawMCPrelim(simulatedlumi);
4950 <  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
4950 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
4951    
4952    delete Bpred;
4953    delete TAUhJZBpos;
4954    delete LcorrJZBeemm;
4955    delete RcorrJZBem;
4956    delete LcorrJZBem;
4957 +  delete hJZBpos;
4958 +  delete hJZBneg;
4959    
4960 <  if(PlottingSetup::RestrictToMassPeak) {
4960 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4961      delete RcorrJZBSBem;
4962      delete LcorrJZBSBem;
4963      delete RcorrJZBSBeemm;
4964      delete LcorrJZBSBeemm;
4965    }
4966    
4967 +  //***************************************************************************************************
4968 +  
4969 +  string jzbvar=var;
4970 +  /*
4971 +  for(int i=0;i<60;i+=10) {
4972 +    stringstream sSpecialJZBCut;
4973 +    sSpecialJZBCut << jzbvar << ">" << i;
4974 +  TCut SpecialJZBCut(sSpecialJZBCut.str().c_str());
4975 +  
4976 +  var="mll";
4977 +  
4978 +  TH1F *FullJZBhJZBpos       = allsamples.Draw("FullJZBhJZBpos",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4979 +  TH1F *LcorrJZBPluseemm     = allsamples.Draw("LcorrJZBPluseemm",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4980 +  TH1F *RcorrJZBPlusem       = allsamples.Draw("RcorrJZBPlusem",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4981 +  TH1F *LcorrJZBPlusem       = allsamples.Draw("LcorrJZBPlusem",var,10,0,200, "m_{ll} [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4982 +
4983 +  TH1F *RcorrJZBPlusSBem;
4984 +  TH1F *LcorrJZBPlusSBem;
4985 +  TH1F *RcorrJZBPlusSBeemm;
4986 +  TH1F *LcorrJZBPlusSBeemm;
4987 +
4988 +  
4989 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4990 +    RcorrJZBPlusSBem   = allsamples.Draw("RcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4991 +    LcorrJZBPlusSBem   = allsamples.Draw("LcorrJZBPlusSBem",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4992 +    RcorrJZBPlusSBeemm = allsamples.Draw("RcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kPos&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4993 +    LcorrJZBPlusSBeemm = allsamples.Draw("LcorrJZBPlusSBeemm",var,10,0,200, "m_{ll} [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&notTau&&kNeg&&massregioncut&&SpecialJZBCut,mc,simulatedlumi,allsamples.FindSample("M-20_CT10_"));
4994 +  }
4995 +  
4996 +  TH1F *BpredPrime = (TH1F*)LcorrJZBPluseemm->Clone("BpredPrime");
4997 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4998 +    BpredPrime->Add(RcorrJZBPlusem,1.0/3.);
4999 +    BpredPrime->Add(LcorrJZBPlusem,-1.0/3.);
5000 +    BpredPrime->Add(RcorrJZBPlusSBem,1.0/3.);
5001 +    BpredPrime->Add(LcorrJZBPlusSBem,-1.0/3.);
5002 +    BpredPrime->Add(RcorrJZBPlusSBeemm,1.0/3.);
5003 +    BpredPrime->Add(LcorrJZBPlusSBeemm,-1.0/3.);
5004 +  } else {
5005 +    BpredPrime->Add(RcorrJZBPlusem,1.0);
5006 +    BpredPrime->Add(LcorrJZBPlusem,-1.0);
5007 +  }
5008 +  
5009 +  BpredPrime->SetLineColor(kRed);
5010 +
5011 +  FullJZBhJZBpos->SetLineColor(kBlack);
5012 +  BpredPrime->SetLineColor(kRed);
5013 +  
5014 +  FullJZBhJZBpos->SetMinimum(1.0);
5015 +  FullJZBhJZBpos->Draw("e1");
5016 +  BpredPrime->Draw("same,hist");
5017 +  FullJZBhJZBpos->Draw("same,e1");
5018 +  
5019 +  TLegend *FullJZBleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
5020 +  FullJZBleg->AddEntry(FullJZBhJZBpos,"Observed","pe");
5021 +  FullJZBleg->AddEntry(BpredPrime,"Predicted","l");
5022 +  FullJZBleg->Draw("same");
5023 +  DrawMCPrelim(simulatedlumi);
5024 +  CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"_zjets_eemumu_prediction__"+any2string(massregionname));
5025 +  
5026 +  TH1F* FullJZBhratio = (TH1F*)FullJZBhJZBpos->Clone("FullJZBhratio");
5027 +  FullJZBhratio->Divide(BpredPrime);
5028 +  
5029 +  zcan->SetLogy(0);
5030 +  FullJZBhratio->GetYaxis()->SetRangeUser(0,2.5);
5031 +  FullJZBhratio->GetYaxis()->SetTitle("Observed/Predicted");
5032 +  FullJZBhratio->Draw("e1");
5033 +  
5034 +  TLine *atop = new TLine(0,1.2,200,1.2);
5035 +  TLine *acenter = new TLine(0,1.0,200,1.0);
5036 +  TLine *abottom = new TLine(0,0.8,200,0.8);
5037 +  
5038 +  atop->SetLineColor(kBlue);
5039 +  atop->SetLineStyle(2);
5040 +  acenter->SetLineColor(kBlue);
5041 +  abottom->SetLineColor(kBlue);
5042 +  abottom->SetLineStyle(2);
5043 +  
5044 +  atop->Draw("same");
5045 +  acenter->Draw("same");
5046 +  abottom->Draw("same");
5047 +  
5048 +  TLegend *FullJZBleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
5049 +  FullJZBleg2->AddEntry(FullJZBhratio,"obs / pred","pe");
5050 +  FullJZBleg2->AddEntry(abottom,"syst. envelope","l");
5051 +  FullJZBleg2->Draw("same");
5052 +  DrawMCPrelim(simulatedlumi);
5053 +  CompleteSave(zcan,"Systematics/ZJets/Mll_Distribution_JZB"+any2string(i)+"zjets_eemumu_prediction_ratio"+any2string(massregionname));
5054 +  
5055 +  
5056 +  delete BpredPrime;
5057 +  delete FullJZBhJZBpos;
5058 +  delete LcorrJZBPluseemm;
5059 +  delete RcorrJZBPlusem;
5060 +  delete LcorrJZBPlusem;
5061 + //  delete FullJZBhJZBpos;
5062 +  
5063 +  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5064 +    delete RcorrJZBPlusSBem;
5065 +    delete LcorrJZBPlusSBem;
5066 +    delete RcorrJZBPlusSBeemm;
5067 +    delete LcorrJZBPlusSBeemm;
5068 +  }
5069    
5070 +  }
5071 +  //***************************************************************************************************
5072 +  */
5073    delete zcan;
5074    cutWeight=weightbackup;
3086 –
5075   }
5076  
5077  
5078 <
5078 > void zjets_prediction_comparison(string mcjzbWithPUa) {
5079 >   zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20"), "nomasscut");
5080 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<10"), "Zwindow_10");
5081 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
5082 > //  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)>10&&mll>20"), "Outside_Zwindow_10");
5083 > //  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
5084 > }
5085 >  
5086   void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
5087    tout << endl << endl;
5088    stringstream bordercut;
# Line 3138 | Line 5133 | void make_table(samplecollection &coll,
5133      TH1F *RcorrJZBSBeemm;
5134      TH1F *LcorrJZBSBeemm;
5135      
5136 <    if(PlottingSetup::RestrictToMassPeak) {
5136 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5137        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
5138        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
5139        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 3146 | Line 5141 | void make_table(samplecollection &coll,
5141      }
5142      
5143      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5144 <    if(PlottingSetup::RestrictToMassPeak) {
5144 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5145        Bpred->Add(RcorrJZBem,1.0/3.);
5146        Bpred->Add(LcorrJZBem,-1.0/3.);
5147        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 3195 | Line 5190 | void make_table(samplecollection &coll,
5190   }
5191  
5192   void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
5193 +  cout << "You probably don't want --met, you want --metplots ... " << endl;
5194 +  assert(0);
5195    /*we want a table like this:
5196      __________________     50   |   100  | ...
5197      | Data prediction |  a vs b | a vs b | ...
# Line 3357 | Line 5354 | void qcd_plots(string datajzb, string mc
5354    TH1F *JRcorrJZBSBeemm;
5355    TH1F *JLcorrJZBSBeemm;
5356    
5357 <  if(PlottingSetup::RestrictToMassPeak) {
5357 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5358      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
5359      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
5360      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 3378 | Line 5375 | void qcd_plots(string datajzb, string mc
5375      
5376    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
5377    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
5378 <  if(PlottingSetup::RestrictToMassPeak) {
5378 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5379      Bpred->Add(RcorrJZBem,1.0/3.);
5380      Bpred->Add(LcorrJZBem,-1.0/3.);
5381      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 3428 | Line 5425 | void qcd_plots(string datajzb, string mc
5425    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
5426    string ytitle("ratio");
5427    if ( use_data==1 ) ytitle = "data/pred";
5428 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
5428 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
5429 >  delete kinpad;
5430    
5431    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
5432    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 3448 | Line 5446 | void qcd_plots(string datajzb, string mc
5446    dout << "______________________________________________" << endl;
5447    dout << "How QCD shows up in the different regions: " << endl;
5448    dout << "OSSF: " << endl;
5449 <  if(PlottingSetup::RestrictToMassPeak) {
5449 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5450      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
5451      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
5452    } else {
5453      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
5454    }
5455    dout << "OSOF: " << endl;
5456 <  if(PlottingSetup::RestrictToMassPeak) {
5456 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5457      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
5458      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
5459    } else {
5460      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
5461    }
5462    dout << "Therefore: " << endl;
5463 <  if(PlottingSetup::RestrictToMassPeak) {
5463 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5464      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
5465      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
5466      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 3478 | Line 5476 | void qcd_plots(string datajzb, string mc
5476    for(int i=0;i<(int)bins.size();i++) {
5477      dout << " JZB > " << bins[i] << " : " << endl;
5478      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
5479 <    if(PlottingSetup::RestrictToMassPeak) {
5479 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
5480          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;
5481      } else {
5482          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 3492 | Line 5490 | void qcd_plots(string datajzb, string mc
5490    if(LcorrJZBem) delete LcorrJZBem;
5491    if(RcorrJZBeemm) delete RcorrJZBeemm;
5492    if(LcorrJZBeemm) delete LcorrJZBeemm;
5493 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
5494 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
5495 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
5496 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
5493 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
5494 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
5495 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
5496 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
5497   }
5498  
5499   void check_ptsanity() {
# Line 3599 | Line 5597 | void met_vs_jzb_plots(string datajzb, st
5597    
5598    vector<string> findme;
5599    findme.push_back("DY");
5600 <  findme.push_back("TTJets");
5600 >  findme.push_back("TT_");
5601    findme.push_back("LM");
5602 <  
5602 >  /*
5603    for(int ifind=0;ifind<(int)findme.size();ifind++) {
5604      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
5605      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
# Line 3621 | Line 5619 | void met_vs_jzb_plots(string datajzb, st
5619      title->Draw();
5620      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
5621    }
5622 <  
5622 >  */
5623    
5624    dout << "About to produce MET plot for DY split up by JZB" << endl;
5625    
# Line 3636 | Line 5634 | void met_vs_jzb_plots(string datajzb, st
5634    sRIGHT << "((" << mcjzb << ")>0)";
5635    TCut RIGHT(sRIGHT.str().c_str());
5636    
5637 <  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5638 <  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5639 <  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5640 <  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5637 >  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5638 >  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5639 >  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5640 >  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5641 >  
5642 >  
5643 >  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
5644 >  Bpred->Add(metleftO,-1);
5645 >  Bpred->Add(metrightO);
5646 >  TH1F *obs = (TH1F*)metright->Clone("obs");
5647    
5648    metleft->Add(metleftO,-1);
5649    metright->Add(metrightO,-1);
# Line 3653 | Line 5657 | void met_vs_jzb_plots(string datajzb, st
5657    metright->Draw("same");
5658    TLegend *lg = make_legend();
5659    lg->SetX1(0.5);
5660 +  lg->SetY1(0.7);
5661    lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
5662    lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
5663 <  lg->Draw();
3659 <  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3660 <  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3661 <  
3662 <  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3663 <  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3664 <  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3665 <  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3666 <  
3667 <  TH1F *Bpred =  (TH1F*)metlefta->Clone("Bpred");
3668 <  Bpred->Add(metleftOa,-1);
3669 <  Bpred->Add(metrightOa);
3670 <  TH1F *obs = (TH1F*)metrighta->Clone("obs");
5663 >  lg->SetHeader("DY");
5664    
3672 –  metlefta->Add(metleftOa,-1);
3673 –  metrighta->Add(metrightOa,-1);
3674 –  
3675 –  metlefta->SetLineColor(kRed);
3676 –  metpad2->cd();
3677 –  metlefta->Draw("histo");
3678 –  metrighta->Draw("same");
5665    lg->Draw();
5666 <  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5666 >  Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
5667    
5668    TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
5669    metpad3->cd();
5670 +  metpad3->SetLogy(1);
5671    Bpred->SetLineColor(kRed);
5672    Bpred->Draw("histo");
5673    obs->SetLineColor(kBlack);
5674    obs->Draw("same");
5675    TLegend *lg2 = make_legend();
5676    lg2->SetX1(0.5);
5677 +  lg2->SetY1(0.7);
5678    lg2->AddEntry(obs,"observed","P");
5679    lg2->AddEntry(Bpred,"predicted","L");
5680 +  lg2->SetHeader("DY");
5681 +
5682    lg2->Draw();
5683    
5684 <  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET_type1_spectrum");
5684 >  Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
5685 >  
5686 >  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
5687 >  metpad2->cd();
5688 >  metpad2->SetLogy(1);
5689 >  
5690 >  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5691 >  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
5692 >  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5693 >  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
5694 >  
5695 >  metlefta->Add(metleftOa,-1);
5696 >  metrighta->Add(metrightOa,-1);
5697 >  
5698 >  metlefta->SetLineColor(kRed);
5699 >  metpad2->cd();
5700 >  metlefta->Draw("histo");
5701 >  metrighta->Draw("same");
5702 >  lg->Draw();
5703 >  Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
5704 >  
5705 >  delete Bpred;
5706 >  delete obs;
5707 >  
5708 >  float newhigh=300;
5709 >  int newNBins=30;
5710 >  
5711 >  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
5712 >  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
5713 >  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
5714 >  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
5715 >  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "#slash{E}_{T} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
5716 >  
5717 >  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
5718 >  aBpred->Add(AmetleftO,-1);
5719 >  aBpred->Add(AmetrightO);
5720 >  aBpred->SetLineColor(kRed);
5721 >  
5722 >  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
5723 >  metpad4->cd();
5724 >  metpad4->SetLogy(1);
5725 >  aobs->Draw();
5726 >  aBpred->Draw("histo,same");
5727 >  aobs->Draw("same");
5728 >  lg->SetHeader("All MC");
5729 >  lg->Draw();
5730 >  Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
5731 >  
5732 >  
5733    delete lg;
5734    delete canmetjzb;
5735    delete metleft;
# Line 3699 | Line 5737 | void met_vs_jzb_plots(string datajzb, st
5737    delete metright;
5738    delete metrightO;
5739   }
5740 +
5741 +
5742 + void do_one_ttbar_test(TH1F* &observed, TH1F* &predicted, TH1F* &ratio, TH1F* &ratio2, string mcjzb, string prestring) {
5743 +  
5744 +  if(PlottingSetup::RestrictToMassPeak) {
5745 +    write_error(__FUNCTION__,"This function (ttbar_tests) was not written for on-peak studies - sorry.");
5746 +    assert(!PlottingSetup::RestrictToMassPeak);
5747 +  }
5748 +  
5749 +  vector<float> binning;
5750 +  
5751 +  binning.push_back(-200);
5752 +  binning.push_back(-150);
5753 +  binning.push_back(-125);
5754 +  binning.push_back(-100);
5755 +  binning.push_back(-75);
5756 +  binning.push_back(-50);
5757 +  binning.push_back(-25);
5758 +  binning.push_back(0);
5759 +  binning.push_back(25);
5760 +  binning.push_back(50);
5761 +  binning.push_back(75);
5762 +  binning.push_back(100);
5763 +  binning.push_back(125);
5764 +  binning.push_back(150);
5765 +  binning.push_back(200);
5766 +  
5767 +  switch_overunderflow(true);
5768 +  
5769 +  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5770 +  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5771 +  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5772 +  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,luminosity,allsamples.FindSample("/TT"));
5773 +  
5774 +  TCanvas *tcan = new TCanvas("tcan","tcan");
5775 +  tcan->SetLogy(1);
5776 +  
5777 +  TZeemm->SetLineColor(kBlack);
5778 +  TZem->SetLineColor(kRed);
5779 +  TZeemm->SetMarkerColor(kBlack);
5780 +  TZem->SetMarkerColor(kRed);
5781 +  
5782 +  vector<TH1F*> histos;
5783 + //  TZem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5784 + //  TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
5785 +  histos.push_back(TZem);
5786 +  histos.push_back(TZeemm);
5787 +  draw_all_ttbar_histos(tcan,histos,"histo",8);
5788 +  
5789 +  TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
5790 +  leg->AddEntry(TZeemm,"SFZP","l");
5791 +  leg->AddEntry(TZem,"OFZP","l");
5792 +  leg->Draw("same");
5793 +  DrawMCPrelim();
5794 +  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison");
5795 +  
5796 +  TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
5797 +  TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
5798 +  TH1F *TSeemmcopy;
5799 +  TH1F *TSemcopy;
5800 +  
5801 +  predicted=(TH1F*)TZem->Clone(((string)"predicted_"+prestring).c_str());
5802 +  observed=(TH1F*)TZeemm->Clone(((string)"observed_"+prestring).c_str());
5803 +  
5804 +  vector<float> posbinning;
5805 +  for(unsigned int i=0;i<binning.size();i++) {
5806 +    if(binning[i]<0) continue;
5807 +    posbinning.push_back(binning[i]);
5808 +  }
5809 +  
5810 +  TH1F *pred2 = new TH1F("pred2","pred2",posbinning.size()-1,&posbinning[0]);pred2->Sumw2();
5811 +  TH1F *obs2 = new TH1F("obs2","obs2",posbinning.size()-1,&posbinning[0]);obs2->Sumw2();
5812 +  
5813 +  for(unsigned int i=1;i<=predicted->GetNbinsX();i++) {
5814 +    int index=pred2->FindBin(abs(TZem->GetBinCenter(i)));
5815 +    if(TZem->GetBinCenter(i)<0) {
5816 +      //we're on the left: subtract em!
5817 +      pred2->SetBinContent(index,pred2->GetBinContent(index)-TZem->GetBinContent(i));
5818 +      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5819 +      //we're on the left: add eemm!
5820 +      pred2->SetBinContent(index,pred2->GetBinContent(index)+TZeemm->GetBinContent(i));
5821 +      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5822 +    } else {
5823 +      //we're on the right: add em!
5824 +      pred2->SetBinContent(index,pred2->GetBinContent(index)+TZem->GetBinContent(i));
5825 +      pred2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZem->GetBinError(i),2)));
5826 +      //we're on the left: add eemm!
5827 +      obs2->SetBinContent(index,obs2->GetBinContent(index)+TZeemm->GetBinContent(i));
5828 +      obs2->SetBinError(index,sqrt(pow(pred2->GetBinError(index),2)+pow(TZeemm->GetBinError(i),2)));
5829 +    }
5830 +  }
5831 +  
5832 +  ratio2 = (TH1F*)pred2->Clone(((string)"ratio2_"+prestring).c_str());
5833 +  ratio2->Divide(obs2);
5834 +
5835 +  TZem->Divide(TZeemm);
5836 +  TZem->SetMarkerStyle(21);
5837 +
5838 +  TZem->SetTitle("OF / SF");
5839 +  ratio = (TH1F*)TZem->Clone(((string)"ratio_"+prestring).c_str());
5840 +  
5841 +  tcan->SetLogy(0);
5842 +  TZem->GetYaxis()->SetRangeUser(0,2.5);
5843 +  TZem->GetYaxis()->SetTitle("ratio");
5844 +  TZem->Draw();
5845 +  
5846 +  float linepos=emuncertOFFPEAK;
5847 +  
5848 +  TLine *top = new TLine(binning[0],1.0+linepos,binning[binning.size()-1],1.0+linepos);
5849 +  TLine *center = new TLine(binning[0],1.0,binning[binning.size()-1],1.0);
5850 +  TLine *bottom = new TLine(binning[0],1.0-linepos,binning[binning.size()-1],1.0-linepos);
5851 +  
5852 +  top->SetLineColor(kBlue);top->SetLineStyle(2);
5853 +  bottom->SetLineColor(kBlue);bottom->SetLineStyle(2);
5854 +  center->SetLineColor(kBlue);
5855 +  
5856 +  top->Draw("same");
5857 +  center->Draw("same");
5858 +  bottom->Draw("same");
5859 +  
5860 +  TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
5861 +  leg2->AddEntry(TZem,"OFZP / SFZP","ple");
5862 +  leg2->AddEntry(bottom,"syst. envelope","l");
5863 +  leg2->SetX1(0.25);leg2->SetX2(0.6);
5864 +  leg2->SetY1(0.65);
5865 +  
5866 +  leg2->Draw("same");
5867 +  
5868 +  DrawMCPrelim();
5869 +  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_ratio");
5870 +  
5871 +  ratio2->SetLineColor(TZem->GetLineColor());
5872 +  ratio2->SetMarkerColor(TZem->GetMarkerColor());
5873 +  ratio2->GetYaxis()->SetRangeUser(0,2.5);
5874 +  ratio2->GetYaxis()->SetTitle("ratio");
5875 +  ratio2->Draw();
5876 +  
5877 +  TLine *top2 = new TLine(0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
5878 +  TLine *center2 = new TLine(0,1.0,binning[binning.size()-1],1.0);
5879 +  TLine *bottom2 = new TLine(0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
5880 +  
5881 +  top2->SetLineColor(kBlue);top->SetLineStyle(2);
5882 +  bottom2->SetLineColor(kBlue);bottom->SetLineStyle(2);
5883 +  center2->SetLineColor(kBlue);
5884 +  
5885 +  top2->Draw("same");
5886 +  center2->Draw("same");
5887 +  bottom2->Draw("same");
5888 +  
5889 +  leg2->Draw("same");
5890 +  
5891 +  DrawMCPrelim();
5892 +  CompleteSave(tcan,"Systematics/TtbarTests/"+prestring+"/ttbar_shape_comparison_FINALratio");
5893 +  
5894 +  delete TZem;
5895 +  delete nTZem;
5896 +  delete TZeemm;
5897 +  delete nTZeemm;
5898 +  delete obs2;
5899 +  delete pred2;
5900 +  delete tcan;
5901 +  switch_overunderflow(false);
5902 + }
5903 +
5904 + void IllustrateVariation(TH1F *vanilla_ratio, TH1F *response_only_up_ratio, TH1F *response_only_down_ratio, TH1F *reponse_plus_peak_up_ratio, TH1F *reponse_plus_peak_down_ratio, string PostString) {
5905      
5906 +  
5907 +  TCanvas *ttcan2 = new TCanvas("ttcan2","ttcan2");
5908 +  vanilla_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
5909 +  vanilla_ratio->SetFillColor(kGreen);
5910 +  vanilla_ratio->SetLineColor(kGreen);
5911 +  vanilla_ratio->SetMarkerColor(kGreen);
5912 +  vanilla_ratio->SetFillStyle(3001);
5913 +  vanilla_ratio->Draw("e3");
5914 +  
5915 +  response_only_up_ratio->SetFillColor(kRed);
5916 +  response_only_up_ratio->SetMarkerColor(kRed);
5917 +  response_only_up_ratio->SetLineColor(kRed);
5918 +  response_only_up_ratio->SetFillStyle(3003);
5919 +  response_only_up_ratio->Draw("e3,same");
5920 +  
5921 +  response_only_down_ratio->SetFillColor(kOrange);
5922 +  response_only_down_ratio->SetMarkerColor(kOrange);
5923 +  response_only_down_ratio->SetLineColor(kOrange);
5924 +  response_only_down_ratio->SetFillStyle(3004);
5925 +  response_only_down_ratio->Draw("e3,same");
5926 +  
5927 +  reponse_plus_peak_up_ratio->SetFillColor(TColor::GetColor("#BDBDBD"));
5928 +  reponse_plus_peak_up_ratio->SetMarkerColor(TColor::GetColor("#BDBDBD"));
5929 +  reponse_plus_peak_up_ratio->SetLineColor(TColor::GetColor("#BDBDBD"));
5930 +  reponse_plus_peak_up_ratio->SetFillStyle(3005);
5931 +  reponse_plus_peak_up_ratio->Draw("e3,same");
5932 +  
5933 +  reponse_plus_peak_down_ratio->SetFillColor(kBlue);
5934 +  reponse_plus_peak_down_ratio->SetMarkerColor(kBlue);
5935 +  reponse_plus_peak_down_ratio->SetLineColor(kBlue);
5936 +  reponse_plus_peak_down_ratio->SetFillStyle(3006);
5937 +  reponse_plus_peak_down_ratio->Draw("e3,same");
5938 +  
5939 +  TLine *llow = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0-emuncertOFFPEAK,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0-emuncertOFFPEAK);
5940 +  TLine *lhi = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0+emuncertOFFPEAK,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0+emuncertOFFPEAK);
5941 +  TLine *lOne = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0);
5942 +  
5943 +  TLine *llowA = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0-0.07,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0-0.07);
5944 +  TLine *lhiA = new TLine(vanilla_ratio->GetBinLowEdge(1),1.0+0.07,vanilla_ratio->GetBinLowEdge(vanilla_ratio->GetNbinsX())+vanilla_ratio->GetBinWidth(vanilla_ratio->GetNbinsX()),1.0+0.07);
5945 +  
5946 +  lhiA->SetLineColor(kRed);
5947 +  lhiA->SetLineStyle(2);
5948 +  llowA->SetLineColor(kRed);
5949 +  llowA->SetLineStyle(2);
5950 +  
5951 +  llow->SetLineColor(kBlue);
5952 +  llow->SetLineStyle(2);
5953 +  lhi->SetLineColor(kBlue);
5954 +  lhi->SetLineStyle(2);
5955 +  lOne->SetLineColor(kBlue);
5956 +  
5957 +  llow->Draw();
5958 +  lhi->Draw();
5959 +  lOne->Draw();
5960 +  
5961 +  llowA->Draw();
5962 +  lhiA->Draw();
5963 +  
5964 +  TLegend *leg = make_legend();
5965 +  leg->SetX1(0.15);
5966 +  leg->SetY1(0.7);
5967 +  leg->AddEntry(vanilla_ratio,"Raw JZB","pf");
5968 +  leg->AddEntry(response_only_up_ratio,"With response correction","pf");
5969 +  leg->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
5970 +  leg->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
5971 +  leg->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
5972 +  leg->AddEntry(lhi,"Systematic envelope","l");
5973 + //  leg->SetNColumns(2);
5974 +  leg->Draw();
5975 +  
5976 +  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison"+PostString);
5977 +  
5978 +  vanilla_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5979 +  vanilla_ratio->Draw("e3");
5980 +  response_only_up_ratio->Draw("e3 same");
5981 +  response_only_down_ratio->Draw("e3 same");
5982 +  TLegend *leg2 = make_legend();
5983 +  leg2->SetX1(0.15);
5984 +  leg2->SetY1(0.7);
5985 +  leg2->AddEntry(vanilla_ratio,"Raw JZB","pf");
5986 +  leg2->AddEntry(response_only_up_ratio,"With response correction","pf");
5987 +  leg2->AddEntry(response_only_down_ratio,"With inverted response correction","pf");
5988 +  leg2->AddEntry(lhi,"Systematic envelope","l");
5989 +  leg2->Draw();
5990 +  llow->Draw();
5991 +  lOne->Draw();
5992 +  llowA->Draw();
5993 +  lhiA->Draw();
5994 +  
5995 +  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Response"+PostString);
5996 +  
5997 +  response_only_up_ratio->GetYaxis()->SetRangeUser(0.6,1.4);
5998 +  response_only_up_ratio->Draw("e3");
5999 +  reponse_plus_peak_up_ratio->Draw("e3 same");
6000 +  reponse_plus_peak_down_ratio->Draw("e3 same");
6001 +  TLegend *leg3 = make_legend();
6002 +  leg3->SetX1(0.15);
6003 +  leg3->SetY1(0.7);
6004 +  leg3->AddEntry(response_only_up_ratio,"With response correction","pf");
6005 +  leg3->AddEntry(reponse_plus_peak_up_ratio,"With response and peak correction","pf");
6006 +  leg3->AddEntry(reponse_plus_peak_down_ratio,"With response and inverted peak corr.","pf");
6007 +  leg3->AddEntry(lhi,"Systematic envelope","l");
6008 +  leg3->Draw();
6009 +  llow->Draw();
6010 +  lOne->Draw();
6011 +  llowA->Draw();
6012 +  lhiA->Draw();
6013 +  
6014 +  CompleteSave(ttcan2,"Systematics/TtbarTests/Comparison_Peak"+PostString);
6015 +  
6016 +  delete ttcan2;
6017 + }
6018 +
6019 + void ttbar_correction_tests() {
6020 +  TCanvas *ttcan = new TCanvas("ttcan","ttcan");
6021 +    
6022 +  TH1F *vanilla_observed, *response_only_up_observed, *response_only_down_observed, *reponse_plus_peak_up_observed, *reponse_plus_peak_down_observed;
6023 +  
6024 +  TH1F *vanilla_predicted, *response_only_up_predicted, *response_only_down_predicted, *reponse_plus_peak_up_predicted, *reponse_plus_peak_down_predicted;
6025 +  
6026 +  TH1F *vanilla_ratio, *response_only_up_ratio, *response_only_down_ratio, *reponse_plus_peak_up_ratio, *reponse_plus_peak_down_ratio;
6027 +  
6028 +  TH1F *vanilla_ratio2, *response_only_up_ratio2, *response_only_down_ratio2, *reponse_plus_peak_up_ratio2, *reponse_plus_peak_down_ratio2;
6029 +  
6030 +  string vanilla="jzb[1]";
6031 +  string response_only_up="((jzb[1]+0.034665*pt))";
6032 +  string response_only_down="((jzb[1]-0.034665*pt))";
6033 +  string reponse_plus_peak_up="((jzb[1]+0.034665*pt)- 3.58273 )";
6034 +  string reponse_plus_peak_down="((jzb[1]+0.034665*pt)+ 3.58273 )";
6035 +
6036 +  do_one_ttbar_test(vanilla_observed,vanilla_predicted,vanilla_ratio,vanilla_ratio2,vanilla,"vanilla");
6037 +  do_one_ttbar_test(response_only_up_observed,response_only_up_predicted,response_only_up_ratio,response_only_up_ratio2,response_only_up,"response_only_up");
6038 +  do_one_ttbar_test(response_only_down_observed,response_only_down_predicted,response_only_down_ratio,response_only_down_ratio2,response_only_down,"response_only_down");
6039 +  do_one_ttbar_test(reponse_plus_peak_up_observed,reponse_plus_peak_up_predicted,reponse_plus_peak_up_ratio,reponse_plus_peak_up_ratio2,reponse_plus_peak_up,"reponse_plus_peak_up");
6040 +  do_one_ttbar_test(reponse_plus_peak_down_observed,reponse_plus_peak_down_predicted,reponse_plus_peak_down_ratio,reponse_plus_peak_down_ratio2,reponse_plus_peak_down,"reponse_plus_peak_down");
6041 +  
6042 +  ttcan->cd();
6043 +  
6044 +  IllustrateVariation(vanilla_ratio,response_only_up_ratio,response_only_down_ratio,reponse_plus_peak_up_ratio,reponse_plus_peak_down_ratio,"PartialRatio");
6045 +  IllustrateVariation(vanilla_ratio2,response_only_up_ratio2,response_only_down_ratio2,reponse_plus_peak_up_ratio2,reponse_plus_peak_down_ratio2,"FullRatio");
6046 +  
6047 +  delete vanilla_observed;
6048 +  delete response_only_up_observed;
6049 +  delete response_only_down_observed;
6050 +  delete reponse_plus_peak_up_observed;
6051 +  delete reponse_plus_peak_down_observed;
6052 +  
6053 +  delete vanilla_predicted;
6054 +  delete response_only_up_predicted;
6055 +  delete response_only_down_predicted;
6056 +  delete reponse_plus_peak_up_predicted;
6057 +  delete reponse_plus_peak_down_predicted;
6058 +  
6059 +  delete vanilla_ratio;
6060 +  delete response_only_up_ratio;
6061 +  delete response_only_down_ratio;
6062 +  delete reponse_plus_peak_up_ratio;
6063 +  delete reponse_plus_peak_down_ratio;
6064 +  
6065 +  delete ttcan;
6066 + }
6067 +
6068 + void ttbar_region_search(string mcjzb) {
6069 +  cout << "Looking for a nice control region" << endl;
6070 +  TCanvas *can = new TCanvas("can","can",1200,1200);
6071 +  can->Divide(2,2);
6072 +  can->cd(1);
6073 +  can->cd(1)->SetLogy(1);
6074 +  
6075 +  THStack JZBdistSF = allsamples.DrawStack("JZBdistSF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSSF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6076 +  THStack JZBdistOF = allsamples.DrawStack("JZBdistOF",mcjzb,100,-150,150, "JZB [GeV]", "events", cutmass&&cutOSOF&&TCut("pfJetGoodNum40==2"),mc, luminosity);
6077 +  
6078 +  JZBdistSF.Draw("histo");
6079 +  JZBdistSF.SetMaximum(1000);
6080 +  JZBdistSF.SetMinimum(0.1);
6081 +  JZBdistSF.Draw("histo");
6082 +  DrawMCPrelim();
6083 +  
6084 +  can->cd(2);
6085 +  can->cd(2)->SetLogy(1);
6086 +  JZBdistOF.Draw("histo");
6087 +  JZBdistOF.SetMaximum(1000);
6088 +  JZBdistOF.SetMinimum(0.1);
6089 +  JZBdistOF.Draw("histo");
6090 +  DrawMCPrelim();
6091 +  
6092 +  can->cd(3);
6093 +  
6094 +  
6095 +  write_warning(__FUNCTION__,"Missing negative JZB subtraction  ");
6096 +  
6097 +  DrawMCPrelim();
6098 +  
6099 +  /*
6100 +  THStack *Subtracted = new THStack();
6101 +  
6102 +  TIter nextSF(JZBdistSF.GetHists());
6103 +  TIter nextOF(JZBdistOF.GetHists());
6104 +  TObject* SFobj;
6105 +  TObject* OFobj;
6106 +  
6107 +  TH1* sfh = NULL;
6108 +  TH1* ofh = NULL;
6109 +  
6110 +  while ( (SFobj = nextSF()) && (OFobj = nextOF()) ) {
6111 +    TH1F *sfstart = (TH1*)SFobj->Clone();
6112 +    TH1F *ofstart = (TH1*)OFobj->Clone();
6113 +    TH1F *obs, *pred;
6114 +    MakeObservationPrediction(obs,pred,sfstart,ofstart);
6115 +    
6116 +    if ( !hratio ) {
6117 +      hratio = (TH1*)obj->Clone();
6118 +      hratio->SetName("hratio");
6119 +    } else hratio->Add( (TH1*)obj );
6120 +    
6121 +  }
6122 +  hratio->Divide(hdata);
6123 +  */
6124 +  
6125 +  
6126 +  can->cd(4);
6127 +  JZBdistOF.Draw("histo");
6128 +  DrawMCPrelim();
6129 +  
6130 +  
6131 +  
6132 +  CompleteSave(can,"Systematics/TtbarTests/ControlRegion");
6133 +  
6134 +  CleanLegends();
6135 +  delete can;
6136 + }
6137 +
6138 + void ttbar_tests(string mcjzb) {
6139 +  //ttbar_correction_tests();
6140 +  ttbar_region_search(mcjzb);
6141 + }
6142 +
6143 + Value GetYieldBetween(TH1F *h, float low, float high) {
6144 +  float Yield=0;
6145 +  float YieldErr=0;
6146 +  for(int i=1;i<=h->GetNbinsX()+1;i++) {
6147 +    if(h->GetBinLowEdge(i)+h->GetBinWidth(i)<=low) continue;// considered in the next bin
6148 +    if(h->GetBinLowEdge(i)>=high) continue;//above the threshold, out!
6149 +    Yield+=h->GetBinContent(i);
6150 +    YieldErr=sqrt(YieldErr*YieldErr+h->GetBinError(i)*h->GetBinError(i));
6151 +  }
6152 +  
6153 +  Value a(Yield,YieldErr);
6154 +  return a;
6155 + }
6156 +
6157 +
6158 + void make_SF_over_OF_plot(string datajzb, string mcjzb, TCut cut, string variable, int nbins, float xmin, float ymin, string varname, string filename) {
6159 +  TCanvas *SFoOF_can = new TCanvas("SFoOF_can","SFoOF_can");
6160 +  TH1F *data_sf = allsamples.Draw("data_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,data,luminosity);
6161 +  TH1F *data_of = allsamples.Draw("data_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,data,luminosity);
6162 +  
6163 +  TH1F *mc_sf = allsamples.Draw("mc_sf","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6164 +  TH1F *mc_of = allsamples.Draw("mc_of","mll",20,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6165 +  
6166 +  TH1F *mc_ratio = (TH1F*)mc_sf->Clone("mc_ratio");
6167 +  mc_ratio->Divide(mc_of);
6168 +  
6169 +  TH1F *data_ratio = (TH1F*)data_sf->Clone("data_ratio");
6170 +  data_ratio->Divide(data_of);
6171 +  
6172 +  mc_ratio->SetFillColor(TColor::GetColor("#00ADE1"));
6173 +  mc_ratio->SetMarkerColor(TColor::GetColor("#00ADE1"));
6174 +  mc_ratio->GetYaxis()->SetRangeUser(0.5,1.5);
6175 +  
6176 +  mc_ratio->GetYaxis()->SetTitle("R(SF / OF)");
6177 +  
6178 +  
6179 +  Value R_sf_of_low_mass = GetYieldBetween(data_sf,20,70)/GetYieldBetween(data_of,20,70);
6180 +  Value R_sf_of_high_mass = GetYieldBetween(data_sf,120,200)/GetYieldBetween(data_of,120,200);
6181 +  
6182 +  Value R_sf_of_low_mass_mc = GetYieldBetween(mc_sf,20,70)/GetYieldBetween(mc_of,20,70);
6183 +  Value R_sf_of_high_mass_mc = GetYieldBetween(mc_sf,120,200)/GetYieldBetween(mc_of,120,200);
6184 +  
6185 +  dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6186 +  dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6187 +  
6188 +  TGraphAsymmErrors *gra = produce_ratio_graph(mc_ratio);
6189 +  gra->Draw();
6190 +  mc_ratio->Draw();
6191 +  gra->Draw("e20");
6192 +  gra->SetFillColor(TColor::GetColor("#00ADE1"));
6193 +  gra->SetMarkerColor(TColor::GetColor("#00ADE1"));
6194 +  data_ratio->Draw("e1,same");
6195 +  
6196 +  TLegend *leg = new TLegend(0.17,0.16,0.53,0.31);
6197 + //   leg->SetHeader("R( SF / OF )");
6198 +  leg->SetFillColor(kWhite);
6199 +  leg->SetBorderSize(0);
6200 +  leg->AddEntry(data_ratio,"Data","p");
6201 +  leg->AddEntry(gra,"MC","fp");
6202 +  leg->Draw();
6203 +  
6204 +  TLine *g = new TLine(0,R_sf_of_low_mass.getValue(),200,R_sf_of_low_mass.getValue());
6205 +  g->SetLineColor(kBlue);
6206 +  g->Draw();
6207 +  
6208 +  TLine *l = new TLine(70,0.5,70,1.5);
6209 +  l->SetLineStyle(2);
6210 +  l->SetLineColor(TColor::GetColor("#00ADE1"));
6211 +  TLine *m = new TLine(70,0.5,70,1.5);
6212 +  m->SetLineStyle(2);
6213 +  m->SetLineColor(TColor::GetColor("#00ADE1"));
6214 +  l->Draw();
6215 +  m->Draw();
6216 +  
6217 +  
6218 +  DrawPrelim();
6219 +  
6220 +  CompleteSave(SFoOF_can,"iTTbar/"+filename+"SF_vs_OF");
6221 +  
6222 +  delete leg;
6223 +  delete mc_sf;
6224 +  delete mc_of;
6225 +  delete mc_ratio;
6226 +  delete data_sf;
6227 +  delete data_of;
6228 +  delete data_ratio;
6229 +  delete SFoOF_can;
6230 + }  
6231 +
6232 + void make_iTTbar_JZB_plot(string datajzb, string mcjzb, TCut cut) {
6233 +  TCanvas *can = new TCanvas("can","can");
6234 +  vector<float> binning;
6235 +  binning.push_back(-100);
6236 +  binning.push_back(-50);
6237 +  binning.push_back(-20);
6238 +  binning.push_back(0);
6239 + //  binning.push_back(10);
6240 +  binning.push_back(20);
6241 + //  binning.push_back(30);
6242 +  binning.push_back(50);
6243 +  binning.push_back(100);
6244 +  binning.push_back(300);
6245 +  
6246 +  TH1F *hdata   = allsamples.Draw("hdata",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6247 +  TH1F *hodata  = allsamples.Draw("hodata", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6248 +  TH1F *hndata  = allsamples.Draw("hndata", "-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSSF,data,luminosity);
6249 +  TH1F *hnodata = allsamples.Draw("hnodata","-"+datajzb,binning, "JZB [GeV]", "events", cut&&cutOSOF,data,luminosity);
6250 +  
6251 +  TH1F *hmc   = allsamples.Draw("hmc",  datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSSF,mc,luminosity);
6252 +  TH1F *homc  = allsamples.Draw("homc", datajzb,    binning, "JZB [GeV]", "events", cut&&cutOSOF,mc,luminosity);
6253 +  
6254 +  hodata->SetLineColor(kRed);
6255 +  hmc->SetLineColor(kRed);
6256 + //  hodata->Add(hndata);
6257 + //  hodata->Add(hnodata,-1);
6258 +  
6259 +  if(hdata->GetMaximum()>hodata->GetMaximum()) {
6260 +    hdata->SetMinimum(1.0);
6261 +    hdata->Draw();
6262 +    hodata->Draw("histo,same");
6263 +    hdata->Draw("same");
6264 +  } else {
6265 +    hodata->SetMinimum(1.0);
6266 +    hodata->Draw("histo");
6267 +    hdata->Draw("same");
6268 +  }
6269 +  
6270 +  CompleteSave(can,"iTTbar/JZB_plot");
6271 +  TH1F *ratio = (TH1F*)hdata->Clone("ratio");
6272 +  ratio->Divide(hodata);
6273 +  ratio->GetYaxis()->SetTitle("obs/pred");
6274 +  ratio->GetYaxis()->SetRangeUser(0,2);
6275 +  
6276 +  ratio->Draw();
6277 +  TLine *l = new TLine(-100,1.0,300,1.0);
6278 +  l->SetLineColor(kBlue);
6279 +  l->SetLineStyle(2);
6280 +  l->Draw();
6281 +  TLine *llow = new TLine(-100,1.0-0.07,300,1.0-0.07);
6282 +  TLine *lhi = new TLine(-100,1.0+0.07,300,1.0+0.07);
6283 +  llow->SetLineColor(kBlue);
6284 +  llow->SetLineStyle(2);
6285 +  llow->Draw();
6286 +  lhi->SetLineColor(kBlue);
6287 +  lhi->SetLineStyle(2);
6288 +  lhi->Draw();
6289 +  
6290 +  CompleteSave(can,"iTTbar/JZB_plot_ratio");
6291 +  
6292 +  delete hdata;
6293 +  delete hodata;
6294 +  delete ratio;
6295 +  delete can;
6296 + //  THStack *hmc = new THStack(allsamples.DrawStack("hmc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSSF,mc,luminosity));
6297 + //  THStack *homc = new THStack(allsamples.DrawStack("homc","mll",40,0,200, "m_{ll} [GeV]", "events", cut&&cutOSOF,mc,luminosity));
6298 + }
6299 +
6300 +  
6301 +  
6302 + void MakeSpecialiTTbarClosurePlot(TCut fullcut, string datajzb, string mcjzb, string MassRegion) {
6303 +  TCanvas *iTTbarClosureTestCanvas = new TCanvas("iTTbarClosureTestCanvas","iTTbarClosureTestCanvas");
6304 +  
6305 +  vector<float> binning;
6306 + /*
6307 +  binning.push_back(0);
6308 +  binning.push_back(20);
6309 +  binning.push_back(50);
6310 +  binning.push_back(100);
6311 + //  binning.push_back(200);
6312 + */
6313 +  binning.push_back(0);
6314 +  binning.push_back(10);
6315 +  binning.push_back(30);
6316 +  binning.push_back(50);
6317 +  binning.push_back(100);
6318 + //  binning.push_back(200);
6319 +  
6320 +  
6321 +  TH1F *hdata  = allsamples.Draw("hdata", datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),data,luminosity);
6322 +  TH1F *hodata = allsamples.Draw("hodata",datajzb,binning, "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),data,luminosity);
6323 +  TH1F *hmc    = allsamples.Draw("hmc",   mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1==id2"),mc,luminosity);
6324 +  TH1F *homc   = allsamples.Draw("homc",  mcjzb,binning,   "JZB [GeV]", "events", fullcut&&TCut("id1!=id2"),mc,luminosity);
6325 +  
6326 +  hdata->SetLineColor(kBlack);
6327 +  hmc->SetLineColor(kBlack);
6328 +  hodata->SetLineColor(kRed);
6329 +  homc->SetLineColor(kRed);
6330 +  hodata->SetMarkerColor(kRed);
6331 +  
6332 +  hdata->GetYaxis()->SetTitle("events");
6333 +  
6334 +  float maximum=hdata->GetMaximum()+1.2*sqrt(hdata->GetMaximum());
6335 +  float minimum=hdata->GetMinimum()-1.2*sqrt(hdata->GetMinimum());
6336 +  if(hmc->GetMinimum()<minimum) minimum=hmc->GetMinimum()-1.2*sqrt(hmc->GetMinimum());
6337 +  if(hmc->GetMaximum()>maximum) maximum=hmc->GetMaximum()+1.2*sqrt(hmc->GetMaximum());
6338 +  if(homc->GetMinimum()<minimum) minimum=homc->GetMinimum()-1.2*sqrt(homc->GetMinimum());
6339 +  if(homc->GetMaximum()>maximum) maximum=homc->GetMaximum()+1.2*sqrt(homc->GetMaximum());
6340 +  if(hodata->GetMinimum()<minimum) minimum=hodata->GetMinimum()-1.2*sqrt(hodata->GetMinimum());
6341 +  if(hodata->GetMaximum()>maximum) maximum=hodata->GetMaximum()+1.2*sqrt(hodata->GetMaximum());
6342 +  
6343 +  hdata->SetMaximum(maximum);
6344 +  hdata->SetMinimum(minimum);
6345 +  
6346 +  
6347 +  hdata->Draw();
6348 +  hmc->Draw("same,histo");
6349 +  homc->Draw("same,histo");
6350 +  hdata->Draw("same");
6351 +  hodata->Draw("same");
6352 +  
6353 +  TLegend *leg = make_legend();
6354 +  leg->AddEntry(hdata,"SF data","pe");
6355 +  leg->AddEntry(hodata,"OF data","pe");
6356 +  leg->AddEntry(hmc,"SF MC","l");
6357 +  leg->AddEntry(homc,"OF MC","l");
6358 +  leg->Draw();
6359 +  
6360 +  DrawPrelim();
6361 +  
6362 +  CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_"+MassRegion);
6363 +  
6364 +  TH1F *ratio_data = (TH1F*)hdata->Clone("ratio_data");
6365 +  ratio_data->Divide(hodata);
6366 +  TH1F *ratio_mc = (TH1F*)hmc->Clone("ratio_mc");
6367 +  ratio_mc->Divide(homc);
6368 +  
6369 +  ratio_mc->SetFillColor(kBlue);
6370 +  ratio_mc->SetMarkerSize(0);
6371 +  
6372 +  TGraphAsymmErrors *eratio = produce_ratio_graph(ratio_mc);
6373 +  
6374 +  eratio->SetFillColor(TColor::GetColor("#00ADE1"));
6375 +  ratio_data->GetYaxis()->SetRangeUser(0.5,1.5);
6376 +  ratio_data->Draw("e1");
6377 +  eratio->Draw("20");
6378 +  ratio_data->Draw("e1,same");
6379 +  
6380 +  TLegend *leg2 = make_legend();
6381 +  leg2->AddEntry(ratio_data,"R(SF/OF) in #bar{t}t CR, data","pe");
6382 +  leg2->AddEntry(eratio    ,"R(SF/OF) in #bar{t}t CR, MC"  ,"f");
6383 +  leg2->SetY1(0.8);
6384 +  leg2->SetX1(0.45);
6385 +  leg2->Draw();
6386 +  
6387 +  DrawPrelim();
6388 +  CompleteSave(iTTbarClosureTestCanvas,"iTTbar/TTbar_CR_Closure_Ratio_"+MassRegion);
6389 +  
6390 +  TFile *f = new TFile("fout.root","RECREATE");
6391 +  eratio->Write();
6392 +  ratio_data->Write();
6393 +  leg2->Write();
6394 +  f->Close();
6395 +  
6396 +  
6397 +  delete leg;
6398 +  delete leg2;
6399 +  delete ratio_data;
6400 +  delete ratio_mc;
6401 +  delete hdata;
6402 +  delete hmc;
6403 +  delete hodata;
6404 +  delete iTTbarClosureTestCanvas;
6405 + }
6406 +  
6407 +  
6408 +  
6409 + void make_ijzb_ttbar_closure_test(string datajzb, string mcjzb) {
6410 +  TCut tt_nJets("pfJetGoodNum40==2");
6411 +  TCut tt_bJet("pfJetGoodNumBtag40==2");
6412 +  TCut tt_LowMass("mll>20&&mll<70");
6413 +  TCut tt_HighMass("mll>120&&mll<200");
6414 +  TCut tt_noZ(tt_LowMass || tt_HighMass);
6415 +  
6416 +  
6417 +  make_iTTbar_JZB_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ);
6418 +
6419 +  TCanvas *can = new TCanvas("can","can");
6420 +
6421 +  TH1F *hdata  = allsamples.Draw("hdata","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,data,luminosity);
6422 +  TH1F *hodata = allsamples.Draw("hodata","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,data,luminosity);
6423 +  THStack *hmc = new THStack(allsamples.DrawStack("hmc","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF,mc,luminosity));
6424 +  THStack *homc = new THStack(allsamples.DrawStack("homc","mll",40,0,200, "m_{ll} [GeV]", "events", tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF,mc,luminosity));
6425 +  
6426 +  TH1F *coll_hmc = CollapseStack(hmc);
6427 +  TH1F *coll_homc = CollapseStack(homc);
6428 +  
6429 +  bool dolog=true;
6430 +  bool nolog=false;
6431 +  
6432 +  dout << "Data : " << hdata->Integral() << endl;
6433 +  dout << " SF: " << endl;
6434 +  WriteYield(hmc, 0, 10000);
6435 +  dout << " OF: " << endl;
6436 +  WriteYield(homc, 0, 10000);
6437 +  hodata->SetLineColor(kRed);
6438 +  hdata->Draw();
6439 +  hmc->Draw("histo,same");
6440 +  hodata->Draw("histo,same");
6441 +  hdata->Draw("e1,same");
6442 +  DrawPrelim();
6443 +  CompleteSave(can,"TestingPrediction");
6444 +  
6445 +  dout << "We get an expected ratio of " << coll_hmc->Integral()/coll_homc->Integral() << endl;
6446 +  dout << "In data we find  " << hdata->Integral()/hodata->Integral() << endl;
6447 +  
6448 +  Value R_sf_of_low_mass = GetYieldBetween(hdata,20,70)/GetYieldBetween(hodata,20,70);
6449 +  Value R_sf_of_high_mass = GetYieldBetween(hdata,120,200)/GetYieldBetween(hodata,120,200);
6450 +  
6451 +  Value R_sf_of_low_mass_mc = GetYieldBetween(coll_hmc,20,70)/GetYieldBetween(coll_homc,20,70);
6452 +  Value R_sf_of_high_mass_mc = GetYieldBetween(coll_hmc,120,200)/GetYieldBetween(coll_homc,120,200);
6453 +  
6454 +  dout << "Ratio at low mass  : " << R_sf_of_low_mass  << " (mc : " << R_sf_of_low_mass_mc << " )" << endl;
6455 +  dout << "Ratio at high mass : " << R_sf_of_high_mass << " (mc : " << R_sf_of_high_mass_mc << " )" << endl;
6456 +  
6457 +  dout << "Composition at low mass : " << endl;
6458 +  dout << "Same flavor: " << endl;
6459 +  ProduceYields(20, 70, hdata, hmc);
6460 +  dout << "Opposite flavor: " << endl;
6461 +  ProduceYields(20, 70, hodata, homc);
6462 +  
6463 +  dout << endl << endl;
6464 +  
6465 +  dout << "Composition at high mass : " << endl;
6466 +  dout << "Same flavor: " << endl;
6467 +  ProduceYields(120, 200, hdata, hmc);
6468 +  dout << "Opposite flavor: " << endl;
6469 +  ProduceYields(120, 200, hodata, homc);
6470 +  
6471 +  
6472 +
6473 +  
6474 +  make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),20,-200,200,dolog,"JZB","iTTbar/JZB_SF",false,true);
6475 +  make_plain_kin_plot(mcjzb,(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),20,-200,200,dolog,"JZB","iTTbar/JZB_OF",false,true);
6476 +
6477 +  make_plain_kin_plot("mll",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),40,0,200,nolog,"m_{ll} [GeV]","iTTbar/mll_SF",false,true);
6478 +  make_plain_kin_plot("mll",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),40,0,200,nolog,"m_{ll} [GeV]","iTTbar/mll_OF",false,true);
6479 +  
6480 +  make_SF_over_OF_plot(datajzb, mcjzb,tt_nJets&&tt_bJet&&tt_noZ,"mll",20,0,200,"m_{ll} [GeV]","mll");
6481 +  
6482 +  MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_LowMass),datajzb,mcjzb,"LowMassRegion2070");
6483 +  MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_HighMass),datajzb,mcjzb,"HighMassRegion");
6484 +  MakeSpecialiTTbarClosurePlot((tt_nJets&&tt_bJet&&tt_noZ),datajzb,mcjzb,"NoZ");
6485 +  /*
6486 + //   make_plain_kin_plot("pfJetGoodNum40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),10,-0.5,9.5,dolog,"n_{jets}","iTTbar/nJets_SF",false,true);
6487 + //   make_plain_kin_plot("pfJetGoodNum40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),10,-0.5,9.5,dolog,"n_{jets}","iTTbar/nJets_OF",false,true);
6488 + //  
6489 + //   make_plain_kin_plot("pfJetGoodNumBtag40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSSF),10,-0.5,9.5,dolog,"n_{btags}","iTTbar/nBtags_SF",false,true);
6490 + //   make_plain_kin_plot("pfJetGoodNumBtag40",(const char*) (tt_nJets&&tt_bJet&&tt_noZ&&cutOSOF),10,-0.5,9.5,dolog,"n_{btags}","iTTbar/nBtags_OF",false,true);
6491 +  
6492 +  
6493 +  delete coll_hmc;
6494 +  delete coll_homc;
6495 +  delete hmc;
6496 +  delete homc;
6497 +  delete hdata;
6498 +  delete hodata;
6499 +  delete can;*/
6500 + }
6501 +  
6502  
6503   void test() {
6504    
6505 +  
6506 +  float MCPeak, MCPeakError, DataPeak, DataPeakError;
6507 +  stringstream result, datajzb, mcjzb;
6508 +  bool doPUreweighting=true;
6509 +  bool SwitchOffNJetsCut=false;
6510 +  
6511 +  
6512 +  TCanvas *can = new TCanvas("can","can");
6513 +  float mcSigma,mcSigmaError,dataSigma,dataSigmaError;
6514 +  
6515 +  float NumVtxBin[6] = {0,5,10,15,20,30};
6516 +  
6517 +  stringstream NowCut;
6518 +  
6519 +  TGraphErrors *gMCPeak = new TGraphErrors();
6520 +  gMCPeak->SetTitle("gMCPeak");
6521 +  gMCPeak->SetName("gMCPeak");
6522 +  TGraphErrors *gDataPeak = new TGraphErrors();
6523 +  gDataPeak->SetTitle("gDataPeak");
6524 +  gDataPeak->SetName("gDataPeak");
6525 +  TGraphErrors *gMCWidth = new TGraphErrors();
6526 +  gMCWidth->SetTitle("gMCWidth");
6527 +  gMCWidth->SetName("gMCWidth");
6528 +  TGraphErrors *gDataWidth = new TGraphErrors();
6529 +  gDataWidth->SetTitle("gDataWidth");
6530 +  gDataWidth->SetName("gDataWidth");
6531 +  
6532 +  float AllMCPeaks[200];
6533 +  float AllMCPeaksErrors[200];
6534 +  
6535 +  for(int i=10;i<180;i+=20) {
6536 +    NowCut.str("");
6537 +    NowCut << "mll>=" << i << "&&mll<" << i+20;
6538 +    find_one_peak_combination(TCut(NowCut.str().c_str()),SwitchOffNJetsCut,MCPeak,MCPeakError, DataPeak,DataPeakError,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
6539 +    AllMCPeaks[i]=MCPeak;
6540 +    AllMCPeaksErrors[i]=MCPeakError;
6541 +  }
6542 +  
6543 +  dout << "Summary : " << endl;
6544 +  for(int i=10;i<180;i+=20) {
6545 +    dout << "For the slice at [" << i << " , " << i+20 << "] we get a peak at " << AllMCPeaks[i] << " +/- " << AllMCPeaksErrors[i] << endl;
6546 +  }
6547 +  /*
6548    TCanvas *testcanv = new TCanvas("testcanv","testcanv");
6549    testcanv->cd();
6550   //  switch_overunderflow(true);
6551 <  TH1F *ptdistr   = allsamples.Draw("ptdistr","pt1",100,30,200, "p_{T} [GeV]", "events", cutOSSF,data,luminosity);
6552 <  switch_overunderflow(false);
6553 <  ptdistr->Draw();
6554 <  testcanv->SaveAs("test.png");
3713 <  dout << "HELLO there!" << endl;
6551 >  TH1F *histo1 = new TH1F("histo","histo",100,0,1);
6552 >  histo1->Sumw2();
6553 >  TH1F *histo2 = new TH1F("histo2","histo2",100,0,1);
6554 >  histo2->Sumw2();
6555    
6556 +  for(int i=0;i<100;i++) {
6557 +    histo1->Fill(1.0/i,i);
6558 +    histo2->Fill(1.0/(i*i),i);
6559 +  }
6560 +
6561 +  histo1->Draw();
6562 +  histo2->Draw("e1,same");
6563 +  
6564 +  Save_With_Ratio( histo1, histo2, testcanv->cd(), "Bullshit", false, false, "AnyCrap" );
6565 +  
6566 +  
6567 +  dout << "HELLO there!" << endl;
6568 +  */
6569   }

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