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Comparing UserCode/cbrown/Development/Plotting/Modules/Plotting_Functions.C (file contents):
Revision 1.33 by buchmann, Thu Jul 5 10:07:53 2012 UTC vs.
Revision 1.59 by fronga, Fri Sep 7 09:46:46 2012 UTC

# Line 33 | Line 33 | void todo() {
33  
34  
35  
36 < void find_one_peak_combination(TCut specialcut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &DataSigma, stringstream &result, bool doPUreweighting = true, string saveas="")
36 > void find_one_peak_combination(TCut specialcut, bool SwitchOffNJetsCut, float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, float &MCSigma, float &MCSigmaError, float &DataSigma, float& DataSigmaError, stringstream &result, bool doPUreweighting = true, string saveas="")
37   {
38    // Temporarily switch off PU reweighting, if asked
39    TCut weightbackup=cutWeight;
# Line 42 | Line 42 | void find_one_peak_combination(TCut spec
42    int nbins=100;
43    if(PlottingSetup::DoBTag) nbins=25;
44    
45 +  TCut nJetsCut(cutnJets);
46 +  if(SwitchOffNJetsCut) nJetsCut=specialcut;
47 +  
48    TCanvas *tempcan = new TCanvas("tempcan","Temporary canvas for peak finding preparations");
49 <  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,mc, luminosity);
50 <  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&specialcut,data, luminosity);
51 <  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,mc, luminosity);
52 <  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&specialcut,data, luminosity);
49 >  TH1F *rawJZBeemmMC      = allsamples.Draw("rawJZBeemmMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,mc, luminosity);
50 >  TH1F *rawJZBeemmData    = allsamples.Draw("rawJZBeemmData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSSF&&nJetsCut&&specialcut,data, luminosity);
51 >  TH1F *rawJZBemMC      = allsamples.Draw("rawJZBemMC",jzbvariablemc,nbins,-50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,mc, luminosity);
52 >  TH1F *rawJZBemData    = allsamples.Draw("rawJZBemData",jzbvariabledata,nbins, -50,50, "JZB [GeV]", "events", cutmass&&cutOSOF&&nJetsCut&&specialcut,data, luminosity);
53    TH1F *rawttbarjzbeemmMC;
54  
55    if(method==doKM) {
56      //we only need this histo for the KM fitting...
57 <    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58 <    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
59 <    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
57 >    rawttbarjzbeemmMC = allsamples.Draw("rawttbarjzbeemmMC",jzbvariablemc,nbins, -50,50, "JZB [GeV]", "events",cutmass&&cutOSSF&&nJetsCut&&specialcut,mc,luminosity,allsamples.FindSample("TTJet"));
58 >    MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
59 >    DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
60      delete rawttbarjzbeemmMC;
61    }
62    else {
# Line 62 | Line 65 | void find_one_peak_combination(TCut spec
65      reducedMC->Add(rawJZBemMC,-1);
66      reducedData->Add(rawJZBemData,-1);
67      //this is Kostas' way of doing it - we subtract em to get rid of some of the ttbar contribution (in reality, of flavor-symmetric contribution)
68 <    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method,saveas);
69 <    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method,saveas);
68 >    MCPeak=find_peak(reducedMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,MCSigmaError,method,saveas);
69 >    DataPeak=find_peak(reducedData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,DataSigmaError,method,saveas);
70      delete reducedMC;
71      delete reducedData;
72    }
# Line 73 | Line 76 | void find_one_peak_combination(TCut spec
76      
77   //  MCPeak=find_peak(rawJZBeemmMC, rawttbarjzbeemmMC, -40, 40, mc, MCPeakError,MCSigma,method);
78   //  DataPeak=find_peak(rawJZBeemmData, rawJZBeemmData, -40, 40, data, DataPeakError,DataSigma,method);
79 <  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
80 <  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- ?? (not impl.)" << endl;
81 <  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
82 <  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- ?? (not impl.)" << endl;
79 >  dout   << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
80 >  result << "   We have found the peak in Data at " << DataPeak << " +/- " << DataPeakError << " with sigma=" << DataSigma << " +/- " << DataSigmaError << endl;
81 >  dout   << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
82 >  result << "   We have found the peak in MC at " << MCPeak << " +/- " << MCPeakError << " with sigma=" << MCSigma << " +/- " << MCSigmaError << endl;
83    delete rawJZBeemmData;
84    delete rawJZBeemmMC;
85    delete rawJZBemData;
# Line 84 | Line 87 | void find_one_peak_combination(TCut spec
87    delete tempcan;
88   }
89  
90 < void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb)
90 > void find_peaks(float &MCPeak,float &MCPeakError, float &DataPeak, float &DataPeakError, stringstream &result, bool doPUreweighting, stringstream &datajzb, stringstream &mcjzb, string sSpecialCut="", bool SwitchOffNJetsCut=false)
91   {
92 +  switch_overunderflow(false);
93 +  
94 +  TCut SpecialCut("mll>=0");
95 +  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
96    
97    bool DoInvidualeemmPeaks=false;
98    
# Line 98 | Line 105 | void find_peaks(float &MCPeak,float &MCP
105    float datammpeak,dataeepeak;
106    float datammpeakerr,dataeepeakerr;
107    
108 <  float mcSigma, dataSigma;
108 >  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
109    
110    dout << "Finding global peak : " << endl;
111 <  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
111 >  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
112    
113    if(DoInvidualeemmPeaks) {
114      dout << "Finding peak for electrons : " << endl;
115 <    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
115 >    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
116      dout << "Finding peak for muons : " << endl;
117 <    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
117 >    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
118      
119      datajzb << "(" << jzbvariabledata;
120      mcjzb << "(" << jzbvariablemc;
# Line 133 | Line 140 | void find_peaks(float &MCPeak,float &MCP
140      else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
141      
142      mcjzb << ")";
143 +    
144    } else {
145      datajzb << "(" << jzbvariabledata;
146        mcjzb << "(" << jzbvariablemc;
# Line 147 | Line 155 | void find_peaks(float &MCPeak,float &MCP
155      
156      mcjzb << ")";
157    }
158 +  
159 +    MCPeak=mcpeak;
160 +    MCPeakError=mcpeakerr;
161 +    DataPeak=datapeak;
162 +    DataPeakError=datapeakerr;
163      
164 +    switch_overunderflow(true);
165    
166   }
167  
168 < void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
168 > void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
169    float min=70.0;
170    float max=115.0;
171    if(!PlottingSetup::RestrictToMassPeak) {
172 <    min=10;
173 <    max=150;
172 >    min=20;
173 >    max=300;
174    }
175 <  int nbins=int((max-min)/5);
175 >  int nbins=int((max-min)/binWidth);
176    
177    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
178    
179 < /*  stringstream largerzeroS;
180 <  largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
181 <  TCut largerzero(largerzeroS.str().c_str());
179 >  stringstream largerzeroS;
180 >  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
181 >  TCut largerzeroD(largerzeroS.str().c_str());
182    
183    stringstream smallerzeroS;
184 <  smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
185 <  TCut smallerzero(smallerzeroS.str().c_str());*/
186 <  
187 <  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
188 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets,mc,luminosity);
189 <  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
190 <  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
191 <  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
184 >  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
185 >  TCut smallerzeroD(smallerzeroS.str().c_str());
186 >
187 >
188 >  stringstream largerzeroMS;
189 >  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
190 >  TCut largerzeroM(largerzeroMS.str().c_str());
191 >  
192 >  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
193 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
194 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
195 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
196 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
197  
198    TH1F *RcorrJZBSBem;
199    TH1F *LcorrJZBSBem;
# Line 183 | Line 202 | void make_special_obs_pred_mll_plot(stri
202    
203   //  TH1F *RcorrJZBeemmNoS;
204  
205 <  if(PlottingSetup::RestrictToMassPeak) {
206 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
207 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
208 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
209 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
210 <  }
211 <  
212 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
213 <  if(PlottingSetup::RestrictToMassPeak) {
214 <    Bpred->Add(RcorrJZBem,1.0/3.);
215 <    Bpred->Add(LcorrJZBem,-1.0/3.);
216 <    Bpred->Add(RcorrJZBSBem,1.0/3.);
217 <    Bpred->Add(LcorrJZBSBem,-1.0/3.);
218 <    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
219 <    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
220 <  } else {
221 <    Bpred->Add(RcorrJZBem,1.0);
222 <    Bpred->Add(LcorrJZBem,-1.0);
223 <  }
224 <  
205 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
206 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
207 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
208 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
209 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
210 >  }
211 >  
212 >  // Separate predictions
213 >  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
214 >  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
215 >  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
216 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
217 >    OFP->Scale(1.0/3.0);
218 >    OFP->Add(RcorrJZBSBem,1.0/3.);
219 >    OFP->Add(RcorrJZBSBeemm,1.0/3.);
220 >    OFN->Scale(1.0/3.0);
221 >    OFN->Add(LcorrJZBSBem,1.0/3.);
222 >    OFN->Add(LcorrJZBSBeemm,1.0/3.);
223 >  }
224 >
225 >  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
226 >  Bpred->Add(OFP);
227 >  Bpred->Add(OFN,-1);
228    Bpred->SetLineColor(kRed);
229    
230 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
231    RcorrJZBeemm->Draw();
232    mcRcorrJZBeemm.Draw("same");
233    Bpred->Draw("histo,same");
# Line 219 | Line 242 | void make_special_obs_pred_mll_plot(stri
242    stringstream saveas;
243    saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
244    CompleteSave(ckin,saveas.str());
245 <
245 >  
246 >  // Draw all predictions overlayed
247 >  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
248 >  SFN->SetLineColor(kGreen+2);
249 >  SFN->SetLineStyle(2);
250 >  SFN->SetLineWidth(w);
251 >  OFP->SetLineColor(kBlue+2);
252 >  OFP->SetLineStyle(2);
253 >  OFP->SetLineWidth(w);
254 >  OFN->SetLineColor(kMagenta+2);
255 >  OFN->SetLineStyle(3);
256 >  OFN->SetLineWidth(w);
257 >  
258 >  RcorrJZBeemm->Draw();
259 >  SFN->Draw("histo,same");
260 >  OFP->Draw("histo,same");
261 >  OFN->Draw("histo,same");
262 >  Bpred->Draw("histo,same");
263 >  RcorrJZBeemm->Draw("same");
264 >  
265 >  TLegend *leg2 = make_legend("",0.52,0.7);
266 >  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
267 >  leg2->AddEntry(Bpred,"predicted (data)","l");
268 >  leg2->AddEntry(SFN,  "  SF JZB<0","l");
269 >  leg2->AddEntry(OFN,  "  OF JZB<0","l");
270 >  leg2->AddEntry(OFP,  "  OF JZB>0","l");
271 >  leg2->Draw("same");
272 >  
273 >  saveas.str("");
274 >  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
275 >  CompleteSave(ckin,saveas.str());
276 >  
277    delete RcorrJZBeemm;
278    delete LcorrJZBeemm;
279    delete RcorrJZBem;
280    delete LcorrJZBem;
281 <  if(PlottingSetup::RestrictToMassPeak) {
281 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
282      delete RcorrJZBSBeemm;
283      delete LcorrJZBSBeemm;
284      delete RcorrJZBSBem;
# Line 318 | Line 372 | void draw_ratio_plot(TH1* hdata, THStack
372    oneline->Draw("same");
373   }
374  
375 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
376 +                        string xlabel, string filename, float legendPosition=0.55) {
377 +
378 +  TCut ibasiccut=basiccut;
379 +  bool draw_separation_lines=false;
380 +
381 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
382 +
383 +  TCut cutSF;
384 +  TCut cutOF;
385 +
386 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
387 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
388 +
389 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
390 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
391 +  rcan->SetLogy(logscale);
392 +  rcan->cd();
393 +
394 +  std::cout << "OF/SF comparison: variable = " << variable << ", cut = " << cutSF.GetTitle() << std::endl;
395 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cutSF,data,luminosity);
396 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cutOF,data,luminosity);
397 + //   string signal("LM3");
398 + //   TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
399 + //   int idx = signalsamples.FindSample(signal)[0];
400 + //   (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cutSF);
401 + //   signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
402 + //   signalhisto->SetLineColor((signalsamples.collection)[idx].samplecolor);
403 + //   signalhisto->SetLineStyle(2);
404 +  datahistoSF->SetMarkerSize(DataMarkerSize);
405 +  datahistoOF->SetLineColor(kRed);
406 +
407 +  if ( !logscale ) {
408 +    datahistoSF->SetMinimum(0); // Defaults
409 +  } else {
410 +    datahistoSF->SetMinimum(0.5);
411 +  }
412 +  if (ymax<0) {
413 +    if ( logscale ) datahistoSF->SetMaximum(5.3*datahistoSF->GetMaximum());
414 +    else datahistoSF->SetMaximum(1.5*datahistoSF->GetMaximum());
415 +  } else {
416 +    datahistoSF->SetMaximum(ymax);
417 +  }
418 +
419 +  float ymaxSet = datahistoSF->GetMaximum();
420 +
421 +  datahistoSF->GetXaxis()->SetTitle(xlabel.c_str());
422 +  datahistoSF->GetYaxis()->SetTitle("Events");
423 +  datahistoSF->GetXaxis()->CenterTitle();
424 +  datahistoSF->GetYaxis()->CenterTitle();
425 +
426 +  TLegend *mleg = make_legend(legendTitle.c_str(),legendPosition,0.7,false,legendPosition+0.2);
427 +  mleg->AddEntry(datahistoSF, "Same-flavor", "PL");
428 +  if (datahistoOF->Integral()>0) {
429 +    mleg->AddEntry(datahistoOF, "Opposite-flavor", "L");
430 +  } else {
431 +    mleg->AddEntry((TObject*)0, "", "");
432 +  }
433 +  //mleg->AddEntry(signalhisto, "LM3", "L");
434 +
435 +  datahistoSF->Draw("E1");
436 +  if (datahistoOF->Integral()>0) datahistoOF->Draw("HIST,SAMES");
437 +  //signalhisto->Draw("HIST,SAMES");
438 +  mleg->Draw();
439 +  DrawPrelim();
440 +  if (datahistoOF->Integral()>0) {
441 +    save_with_ratio( datahistoSF, datahistoOF, rcan, "SFOF/" + filename, false, false, "SF/OF" );
442 +  } else {
443 +    CompleteSave(rcan, "SFOF/" + filename);
444 +    delete rcan;
445 +  }
446 +
447 +  datahistoSF->Delete();
448 +  datahistoOF->Delete();
449 +  //signalhisto->Delete();
450 +  delete mleg;
451 +  delete ckin;
452 +
453 +  return ymaxSet;
454 +
455 + }
456 +
457 + // Compare data to data
458 + float make_data_comparison_plot(string variable, TCut cut, int nbins, float min, float max, float ymax, bool logscale,
459 +                                string xlabel, string filename, float legendPosition=0.55) {
460 +
461 +  TCut ibasiccut=basiccut&&cut;
462 +
463 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
464 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
465 +  rcan->SetLogy(logscale);
466 +  rcan->cd();
467 +
468 +  std::cout << "Data comparison: variable = " << variable << ", cut = " << ibasiccut.GetTitle() << std::endl;
469 +
470 +  TH1F *data1 = allsamples.Draw("data1",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
471 +  TH1F *data2 = comparesamples.Draw("data2",variable,nbins,min,max, xlabel, "events",ibasiccut,data,luminosity);
472 +
473 +  data1->SetMarkerSize(DataMarkerSize);
474 +  data2->SetLineColor(kRed);
475 +
476 +  if ( !logscale ) {
477 +    data1->SetMinimum(0); // Defaults
478 +  } else {
479 +    data1->SetMinimum(0.5);
480 +  }
481 +  if (ymax<0) {
482 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
483 +    else data1->SetMaximum(1.5*data1->GetMaximum());
484 +  } else {
485 +    data1->SetMaximum(ymax);
486 +  }
487 +
488 +  float ymaxSet = data1->GetMaximum();
489 +
490 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
491 +  data1->GetYaxis()->SetTitle("Events");
492 +  data1->GetXaxis()->CenterTitle();
493 +  data1->GetYaxis()->CenterTitle();
494 +
495 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
496 +  mleg->AddEntry(data1, "Old 5/fb", "PL");
497 +  mleg->AddEntry(data2, "New x/fb", "L");
498 +
499 +  data1->Draw("E1");
500 +  data2->Draw("HIST,SAMES");
501 +  mleg->Draw();
502 +  DrawPrelim();
503 +  save_with_ratio( data1, data2, rcan, "compareData/" + filename, false, false, "old/new" );
504 +
505 +  data1->Delete();
506 +  data2->Delete();
507 +  delete mleg;
508 +  delete ckin;
509 +
510 + }
511 +
512 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
513 +                     string xlabel, string filename, float legendPosition=0.55) {
514 +
515 +  string mllcuts[] = { "mll>15","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
516 +  string mllcutname[] = { "m_{ll} > 15 GeV", "15 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
517 +  string plotname[] = {"_all","_low","_peak","_high"};
518 +  float ymax;
519 +
520 +  int start = 0;
521 +  if ( !PlottingSetup::openBox ) start = 3;
522 +
523 +  for ( int i=start; i<4; ++i ) {
524 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
525 +    if ( i==start ) {
526 +      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
527 +                         filename+plotname[i], legendPosition );
528 +    } else {
529 +      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
530 +                         filename+plotname[i], legendPosition );
531 +    }
532 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
533 +                       filename+plotname[i]+"_mm", legendPosition );
534 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535 +                       filename+plotname[i]+"_ee", legendPosition );
536 +  }
537 +
538 + }
539 +
540 +
541   float lastrange_min=0;
542   float lastrange_max=0;
543  
# Line 347 | Line 567 | void make_kin_plot(string variable, stri
567    //Step 2: Refine the cut
568    TCut cut;
569    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
570 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
571 <  if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
570 >  if(filename=="nJets" || filename=="nJets_inclusive") cut=cutmass&&cutOSSF&&ibasiccut;
571 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive") cut=cutmass&&cutOSOF&&ibasiccut;
572    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
573    if(filename=="mll") {
574          cut=cutOSSF&&cutnJets&&ibasiccut;
575          draw_separation_lines=true;
576    }
577    if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
578 +  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
579    if(filename=="mll_osof") {
580          cut=cutOSOF&&cutnJets&&ibasiccut;
581          draw_separation_lines=true;
582    }
583 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
584 <  if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
583 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
584 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
585 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
586    if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
587 <  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
588 <  if(filename=="mll_inclusive_osof") cut=cutOSOF;
589 <  if(filename=="mll_inclusive_ee") cut=cutOSSF&&"id1==0";
590 <  if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
587 >  if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutmass&&cutOSSF;
588 >  if(filename=="mll_inclusive_osof") cut=cutmass&&cutOSOF;
589 >  if(filename=="mll_inclusive_ee") cut=cutmass&&cutOSSF&&"id1==0";
590 >  if(filename=="mll_inclusive_mm") cut=cutmass&&cutOSSF&&"id1==1";
591    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
592    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
593 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
594  
595    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
596    ckin->SetLogy(logscale);
597    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
598    datahisto->SetMarkerSize(DataMarkerSize);
599 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
599 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
600 >  else datahisto->SetMinimum(0.5);
601 >  // Custom max.
602 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
603    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
604    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
605    if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
606    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
607    if(filename=="mll_osof") datahisto->SetMinimum(9);
608 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609 <  datahisto->Draw("e1");
610 <  ckin->Update();
608 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
609 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
610 >
611 >  cout << "******** Cut used : " << (const char*) cut << endl;
612    if(loadlastminmax) {
613          datahisto->SetMinimum(lastrange_min);
614          datahisto->SetMaximum(lastrange_max);
# Line 391 | Line 618 | void make_kin_plot(string variable, stri
618          }              
619    }
620  
621 +  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
622 +  string signal("LM3");
623 +  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
624 +  int idx = signalsamples.FindSample(signal)[0];
625 +  (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
626 +  signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
627 +  signalhisto->SetLineColor(kOrange);
628 +
629 +  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
630 +  datahisto->Draw("e1");
631 +  ckin->Update();
632    mcstack.Draw("same");
633 +  
634    datahisto->Draw("same,e1");
635    TLegend *kinleg = allsamples.allbglegend();
636    kinleg->Draw();
# Line 434 | Line 673 | void make_kin_plot(string variable, stri
673          kinpad->SetLogy(logscale);
674          datahisto->Draw("e1");
675          mcstack.Draw("same");
676 +        signalhisto->Draw("same");
677          datahisto->Draw("same,e1");
678          datahisto->Draw("same,axis");
679          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 441 | Line 681 | void make_kin_plot(string variable, stri
681            upperboundary->Draw("same");
682          }
683            
684 +        kinleg->AddEntry("signalhisto",signal.c_str(),"l");
685          kinleg->Draw();
686          write_cut->Draw();
687          DrawPrelim();
# Line 458 | Line 699 | void make_kin_plot(string variable, stri
699    delete ckin;
700   }
701  
702 < void make_JES_plot() {
702 > void make_JES_plot(TCut cut, string name) {
703  
704    int nbins=10;
705    float min=-0.5;
706    float max = 9.5;
707    bool logscale=true;
708    string xlabel="nJets";
468 –  TCut cut=cutmass&&cutOSSF&&basiccut;
709  
710    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
711    ckin->SetLogy(logscale);
712 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
712 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
713    datahisto->SetMarkerSize(DataMarkerSize);
714 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
714 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
715 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
716 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
717  
718    datahisto->SetMinimum(1);
719    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 498 | Line 738 | void make_JES_plot() {
738    TLegend *kinleg = allsamples.allbglegend();
739    kinleg->AddEntry(JESunc,"JES uncertainty","f");
740    kinleg->Draw();
741 <  CompleteSave(ckin,"Systematics/JES");
741 >  CompleteSave(ckin,"Systematics/JES"+name);
742    datahisto->Delete();
743    delete ckin;
744  
# Line 508 | Line 748 | void do_kinematic_plots(string mcjzb, st
748   {
749    bool dolog=true;
750    bool nolog=false;
751 +
752 +  bool doOFSF = true;
753 +  bool doKin  = true;
754 +  bool doDataComp = true;
755 +  
756 +
757    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
758    float mll_low=50;
759    float mll_hi=160;
760    if(!PlottingSetup::RestrictToMassPeak) {
761          mll_low=20;
762 <        mll_hi=210;
762 >        mll_hi=320;
763    }
764 <  
765 <  make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
766 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
767 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
768 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
769 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
770 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
771 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
772 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
773 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
774 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
775 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
776 < //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
777 < //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
778 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
779 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
780 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
781 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
782 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
783 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
784 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
785 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
786 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
787 <  stringstream jzbcut;
788 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
789 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
790 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
791 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
792 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB100",doPF,true);
793 <  stringstream jzbcut2;
794 <  jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
795 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
796 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB150",doPF,true);
797 <  stringstream jzbcut3;
798 <  jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
799 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
800 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_aboveJZB50",doPF,true,true);
801 <  
802 <  make_special_obs_pred_mll_plot(mcjzb,0);
803 <  make_special_obs_pred_mll_plot(mcjzb,50);
804 <  make_special_obs_pred_mll_plot(mcjzb,100);
805 <  make_special_obs_pred_mll_plot(mcjzb,150);
806 <  make_special_obs_pred_mll_plot(mcjzb,200);
807 <  make_special_obs_pred_mll_plot(mcjzb,250);
764 >
765 >  if ( doOFSF ) {
766 >    make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
767 >
768 >    make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
769 >    make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
770 >    make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
771 >
772 >    make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
773 >    make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
774 >    make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
775 >    //  make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
776 >    //  make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
777 >    make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
778 >    make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
779 >    //  make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
780 >    //  make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
781 >    //  make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
782 >    make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
783 >    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
784 >    //  make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
785 >    //  make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
786 >    make_OFSF_plots("TMath::Min(TMath::Abs(dphiMet1), TMath::Abs(dphiMet2))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(l,MET)|)", "dphilc");
787 >    make_OFSF_plots("TMath::Min(TMath::Abs(pfJetDphiMet[0]), TMath::Min(TMath::Abs(pfJetDphiMet[1]), TMath::Abs(pfJetDphiMet[2])))", "met[4]>100", 16, 0, 3.2, false, "Min(|#Delta#phi(jet,MET)|)", "dphijc");
788 >    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(dphiMet1)), (TMath::Pi() - TMath::Abs(dphiMet2)))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(l,MET)|)", "dphilco");
789 >    make_OFSF_plots("TMath::Min((TMath::Pi()-TMath::Abs(pfJetDphiMet[0])), TMath::Min( (TMath::Pi()-TMath::Abs(pfJetDphiMet[1])), (TMath::Pi() - TMath::Abs(pfJetDphiMet[2]))))", "met[4]>100", 16, 0, 3.2, false, "Min(#pi - |#Delta#phi(jet,MET)|)", "dphijco");
790 >  }
791 >
792 >  if ( doDataComp && !PlottingSetup::openBox ) {
793 >    TCut mllCut("");
794 >    if ( !PlottingSetup::openBox ) mllCut = "mll>120";
795 >
796 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
797 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig");
798 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee");
799 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm");
800 >
801 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
802 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_btagVeto");
803 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30==0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_btagVeto");
804 >
805 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",           60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
806 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==0&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_ee_AtLeastOneBJet");
807 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"id1==1&&pfJetGoodNumBtag30>0", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_sig_mm_AtLeastOneBJet");
808 >
809 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal, 60, 20., 320.,-1., false, "m_{ll}", "mll_OF_sig");
810 >    make_data_comparison_plot("mll", cutmass&&"met[4]>100&&met[4]<150&&pfJetGoodNum40<3", 60, 20., 320.,-1., false, "m_{ll}", "mll_SF_CR");
811 >  }
812 >
813 >
814 >  if ( doKin ) {
815 >    string mllCut("");
816 >    if ( !PlottingSetup::openBox ) mllCut = "&&mll>120";
817 >
818 >    // Plots in signal region
819 >    make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
820 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
821 >    make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
822 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
823 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
824 >    
825 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
826 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
827 >
828 >    // Further inclusive invariant mass plots
829 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
830 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
831 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
832 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
833 >    
834 >    //make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
835 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
836 >    
837 >    //make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
838 >    //make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
839 >    
840 >    // Number of jets
841 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
842 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
843 >    //make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
844 >    
845 >    // Others
846 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
847 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
848 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
849 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
850 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
851 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
852 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
853 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
854 >    //   stringstream jzbcut;
855 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
856 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
857 >    //   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);
858 >    //   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);
859 >    //   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);
860 >    //   stringstream jzbcut2;
861 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
862 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
863 >    //   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);
864 >    //   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);
865 >    //   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);
866 >    //   stringstream jzbcut3;
867 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
868 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
869 >    //   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);
870 >    //   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);  
871 >    //   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);  
872 >    
873 >    //   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);
874 >    //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);
875 >    //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);
876 >  }
877 >    
878 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
879 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
880 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
881 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
882 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
883 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
884 > //   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
885 >
886 > //   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
887 > //   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
888 >
889   }
890  
891   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
892                       int nbins, float xmin, float xmax, bool log,
893                       float ymin=0, float ymax=0, bool leftJustified=false ) {
894 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
894 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
895  
896    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
897    if(weightbackup==TCut("1.0")||weightbackup==TCut("1")) write_warning(__FUNCTION__,"WATCH OUT THE WEIGHT HAS POSSIBLY NOT BEEN RESET!!!! PLEASE CHANGE LINE "+any2string(__LINE__));
898 <  if(var=="numVtx") cutWeight=TCut("1.0");
898 >  //if(var=="numVtx") cutWeight=TCut("1.0");
899    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
900    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
901  
902    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
903    int nRegions=4;
904 <  if(!PlottingSetup::RestrictToMassPeak) {
904 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
905      nRegions=2;
906    }
907    
# Line 592 | Line 919 | void make_comp_plot( string var, string
919        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
920        ccomp->SetLogy(log);
921        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
922 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
922 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
923        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
924        datahisto->SetMarkerSize(DataMarkerSize);
925        if (ymax>ymin) datahisto->SetMaximum(ymax);
926 <      lm4histo->SetLineStyle(2);
926 >      lm3histo->SetLineStyle(2);
927        datahisto->Draw("e1");
928        mcstack.Draw("same");
929        datahisto->Draw("same,e1");
930 < //      lm4histo->Draw("hist,same");
930 >      lm3histo->Draw("hist,same");
931        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
932        if ( leftJustified ) {
933          Float_t w = kinleg->GetX2()-kinleg->GetX1();
934          kinleg->SetX1(0.2);
935          kinleg->SetX2(0.2+w);
936        }
937 < //      kinleg->AddEntry(lm4histo,"LM4","l");
937 >      kinleg->AddEntry(lm3histo,"LM3","l");
938        kinleg->Draw();
939        TText* write_variable = write_text(0.99,0.01,var);
940        write_variable->SetTextAlign(31);
# Line 616 | Line 943 | void make_comp_plot( string var, string
943        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
944        delete datahisto;
945        delete ccomp;
946 <      delete lm4histo;
946 >      delete lm3histo;
947      }
948    cutWeight=weightbackup;
949   }
# Line 634 | Line 961 | void region_comparison_plots(string mcjz
961      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
962      float mll_low=50;float mll_high=170;
963      if(!PlottingSetup::RestrictToMassPeak) {
964 <        mll_high=200;
965 <        mll_low=50;
964 >        mll_high=300;
965 >        mll_low=20;
966      }
967 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
967 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
968 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
969 >
970 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
971      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
972 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
972 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
973 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
974      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
975 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
975 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
976      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
977      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
978 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
979 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
980    }
981  
982    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 842 | Line 1175 | vector<TF1*> do_extended_fit_to_plot(TH1
1175   //      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)
1176    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
1177    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1178 <  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);
1178 >  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);
1179  
1180  
1181    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 983 | Line 1316 | void do_prediction_plot(string jzb, TCan
1316    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);
1317  
1318    
1319 <  if(PlottingSetup::RestrictToMassPeak) {
1319 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1320      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1321      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
1322      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 1010 | Line 1343 | void do_prediction_plot(string jzb, TCan
1343    TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
1344    ClearHisto(BpredSys);
1345      
1346 <  if(PlottingSetup::RestrictToMassPeak) {
1346 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1347      Bpred->Add(RcorrJZBem,1.0/3.);
1348      Bpred->Add(LcorrJZBem,-1.0/3.);
1349      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 1065 | Line 1398 | void do_prediction_plot(string jzb, TCan
1398    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
1399    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
1400    Tpred->Add(LcorrJZBem,-1.0);
1401 <  if(PlottingSetup::RestrictToMassPeak) {
1401 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1402      Tpred->Add(RcorrJZBSBem,1.0);
1403      Tpred->Add(LcorrJZBSBem,-1.0);
1404      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 1119 | Line 1452 | void do_prediction_plot(string jzb, TCan
1452      legBpred->AddEntry(Bpred,"predicted","l");
1453   //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
1454   //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
1455 <    legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
1455 >    legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
1456      legBpred->Draw();
1457      DrawPrelim();
1458  
# Line 1158 | Line 1491 | void do_prediction_plot(string jzb, TCan
1491      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
1492      speciallegBpred->AddEntry(Bpred,"Total background","l");
1493      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
1494 <    if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1494 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
1495      else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
1496   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
1497      speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
# Line 1179 | Line 1512 | void do_prediction_plot(string jzb, TCan
1512      CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
1513      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
1514      
1515 +    
1516 +    //for(int i=1;i<=Bpred->GetNbinsX();i++) cout << Bpred->GetBinLowEdge(i) << ";" << Bpred->GetBinLowEdge(i)+Bpred->GetBinWidth(i) << ";;" << RcorrJZBeemm->GetBinContent(i) << ";" << LcorrJZBeemm->GetBinContent(i) << ";" << RcorrJZBem->GetBinContent(i) << ";" << LcorrJZBem->GetBinContent(i) << endl;
1517 +    
1518      delete speciallegBpred;
1519      delete Zjetspred;
1520      delete TTbarpred;
# Line 1243 | Line 1579 | void do_prediction_plot(string jzb, TCan
1579    string ytitle("ratio");
1580    if ( use_data==1 ) ytitle = "data/pred";
1581    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
1582 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
1582 >  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
1583  
1584    
1585    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1586    // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
1587 <  if(PlottingSetup::RestrictToMassPeak) {
1587 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1588      TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
1589      Bpredem->Add(RcorrJZBem);
1590      Bpredem->Add(LcorrJZBem,-1);
# Line 1327 | Line 1663 | void do_prediction_plot(string jzb, TCan
1663    delete blankback;
1664    
1665    delete BpredSys;
1666 <  if(PlottingSetup::RestrictToMassPeak) {
1666 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1667      delete RcorrJZBSBem;
1668      delete LcorrJZBSBem;
1669      delete RcorrJZBSBeemm;
# Line 1368 | Line 1704 | void do_ratio_plot(int is_data,vector<fl
1704    TH1F *RcorrJZBSBeemm;
1705    TH1F *LcorrJZBSbeemm;
1706    
1707 <  if(PlottingSetup::RestrictToMassPeak) {
1707 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1708      RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1709      LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1710      RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
# Line 1380 | Line 1716 | void do_ratio_plot(int is_data,vector<fl
1716  
1717    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1718    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1719 <  if(PlottingSetup::RestrictToMassPeak) {
1719 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
1720      Bpred->Add(RcorrJZBem,1.0/3);
1721      Bpred->Add(LcorrJZBem,-1.0/3);
1722      Bpred->Add(RcorrJZBSBem,1.0/3);
# Line 1687 | Line 2023 | void draw_pure_jzb_histo(TCut cut,string
2023    datahisto->Draw("same,e1");
2024    
2025    TLegend *leg;
2026 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2027 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2028 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2029 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2030 <  else {
2031 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2032 <    exit(-1);
2033 <      }
2026 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2027 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
2028 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
2029 >  } else {
2030 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
2031 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
2032 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
2033 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
2034 >    else {
2035 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
2036 >      exit(-1);
2037 >    }
2038 >  }
2039    leg->Draw();
2040    string write_cut = decipher_cut(cut,"");
2041    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
# Line 1745 | Line 2086 | void produce_stretched_jzb_plots(string
2086    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
2087    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
2088    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
2089 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2090 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2089 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
2090 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
2091    
2092    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
2093    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
2094 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2095 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2094 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
2095 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
2096    
2097    delete dican;
2098   }
# Line 1799 | Line 2140 | void diboson_plots(string mcjzb, string
2140    }
2141    
2142   }
2143 +
2144 +
2145 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
2146 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
2147 +  jzbpad->cd();
2148 +  jzbpad->SetLogy(1);
2149 +  string xlabel="JZB [GeV]";
2150 +
2151 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
2152 +  datahisto1->SetLineColor(kRed);
2153 +  datahisto1->SetMarkerColor(kRed);
2154 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
2155 +  datahisto2->SetLineColor(kBlue);
2156 +  datahisto2->SetMarkerColor(kBlue);
2157 +  
2158 +  datahisto2->SetMarkerSize(DataMarkerSize);
2159 +  datahisto1->DrawNormalized("e1");
2160 +  datahisto2->DrawNormalized("histo,same");
2161 +  datahisto1->DrawNormalized("same,e1");
2162 +  
2163 +  TLegend *leg = make_legend();
2164 +  leg->AddEntry(datahisto1,legentry1.c_str());
2165 +  leg->AddEntry(datahisto2,legentry2.c_str());
2166 +  leg->Draw();
2167 +  
2168 +  save_with_ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
2169 +  
2170 +  datahisto1->Delete();
2171 +  datahisto2->Delete();
2172 + }
2173 +
2174 +
2175   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
2176    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
2177    float max=jzbHigh ;
# Line 1820 | Line 2193 | void jzb_plots(string mcjzb, string data
2193      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
2194      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
2195      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2196 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2197 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2196 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
2197 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
2198 >    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);
2199 >    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);
2200 >    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);
2201 >
2202    }
2203    
2204    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
2205    if ( !PlottingSetup::Approved ) {
2206      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
2207      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2208 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2209 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2208 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
2209 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
2210    }
2211    delete can;
2212   }
# Line 1881 | Line 2258 | void compute_MC_yields(string mcjzb,vect
2258    TCanvas *yica = new TCanvas("yica","yield canvas");
2259    
2260    int nRegions=4;
2261 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
2261 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
2262    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
2263    string posneg[] = {"pos","neg"};
2264    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
# Line 2172 | Line 2549 | float find_one_correction_factor(string
2549    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
2550    cancorr->SetLogz();
2551    cancorr->SetRightMargin(0.13);
2552 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
2552 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
2553 >
2554    if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
2555    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
2556 +  niceresponseplotd->Sumw2();
2557 +  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
2558    vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
2559    for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
2560      if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
2561      if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
2562      
2563      dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
2564 <    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
2564 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
2565 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
2566    }
2567 <    
2567 >  niceresponseplotd->Add(emuResponse,-1);
2568 >  
2569    niceresponseplotd->SetStats(0);
2570    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
2571    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 2191 | Line 2573 | float find_one_correction_factor(string
2573    niceresponseplotd->GetYaxis()->CenterTitle();
2574    niceresponseplotd->Draw("COLZ");
2575    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
2576 +  profd->Rebin(2);
2577    profd->SetMarkerSize(DataMarkerSize);
2578    profd->Fit("pol0","","same,e1",100,400);
2579    DrawPrelim();
# Line 2210 | Line 2593 | float find_one_correction_factor(string
2593    CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
2594    delete cancorr;
2595    delete niceresponseplotd;
2596 +  delete profd;
2597    return correction;
2598   }
2599  
# Line 2322 | Line 2706 | void save_template(string mcjzb, string
2706    configfile<<"\n\n";
2707    configfile<<"luminosity="<<luminosity<<";\n";
2708    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
2709 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
2710    
2711    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
2712    
# Line 2364 | Line 2749 | void ttbar_sidebands_comparison(string m
2749    //in the case of the on peak analysis, we compare the 3 control regions to the real value
2750    //in the case of the OFF peak analysis, we compare our control region to the real value
2751    TCut weightbackup=cutWeight;
2752 < //  cutWeight="1.0";
2752 >  
2753 >  bool doPURW=false;
2754 >  
2755 >  
2756 >  if(!doPURW) {
2757 >    dout << "Not doing PU reweighting for ttbar closure test" << endl;
2758 >    cutWeight="1.0";
2759 >    // Do it without PU re-weighting
2760 >    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2761 >    stringstream resultsNoPU;
2762 >    stringstream noPUdatajzb;
2763 >    stringstream noPUmcjzb;
2764 >    
2765 >    stringstream mcjzbnoPU;
2766 >    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
2767 >    mcjzb = noPUmcjzb.str();
2768 >  }
2769 >
2770 >      
2771    float simulatedlumi = luminosity; //in pb please - adjust to your likings
2772  
2773 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2773 >  TH1F *TZem  = systsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2774    TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2775    TH1F *TSem;
2776    TH1F *nTSem;
2777 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2777 >  TH1F *TZeemm  = systsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2778    TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2779    TH1F *TSeemm;
2780    TH1F *nTSeemm;
2781    
2782 <  if(PlottingSetup::RestrictToMassPeak) {
2783 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2782 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2783 >    TSem    = systsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2784 >    nTSem   = systsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2785 >    TSeemm  = systsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2786      nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
2787    }
2788  
2789    TCanvas *tcan = new TCanvas("tcan","tcan");
2387 –  
2790    tcan->SetLogy(1);
2791    
2792    TZeemm->SetLineColor(kBlack);
# Line 2393 | Line 2795 | void ttbar_sidebands_comparison(string m
2795    TZem->SetMarkerColor(kRed);
2796  
2797  
2798 <  if(PlottingSetup::RestrictToMassPeak) {
2798 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2799          TSem->SetLineColor(TColor::GetColor("#00A616"));
2800          TSeemm->SetLineColor(kMagenta+2);
2801          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2407 | Line 2809 | void ttbar_sidebands_comparison(string m
2809    TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2810    histos.push_back(TZem);
2811    histos.push_back(TZeemm);
2812 <  if(PlottingSetup::RestrictToMassPeak) {
2812 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2813      TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2814      TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
2815      histos.push_back(TSem);
2816      histos.push_back(TSeemm);
2817    }
2818 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
2818 >  draw_all_ttbar_histos(tcan,histos,"histo",1);
2819    
2820    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
2821    leg->AddEntry(TZeemm,"SFZP","l");
2822    leg->AddEntry(TZem,"OFZP","l");
2823 <  if(PlottingSetup::RestrictToMassPeak) {
2823 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2824      leg->AddEntry(TSeemm,"SFSB","l");
2825      leg->AddEntry(TSem,"OFSB","l");
2826    }
# Line 2429 | Line 2831 | void ttbar_sidebands_comparison(string m
2831    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
2832    TH1F *TSeemmcopy;
2833    TH1F *TSemcopy;
2834 <  if(PlottingSetup::RestrictToMassPeak) {
2834 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2835      TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
2836      TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
2837    }
2838  
2839    TZem->Divide(TZeemm);
2840    TZem->SetMarkerStyle(21);
2841 <  if(PlottingSetup::RestrictToMassPeak) {
2841 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2842      TSem->Divide(TZeemm);
2843      TSeemm->Divide(TZeemm);
2844      TSem->SetMarkerStyle(24);
2845      TSeemm->SetMarkerStyle(32);
2846 < }
2846 >  }
2847  
2848    tcan->SetLogy(0);
2849    TZem->GetYaxis()->SetRangeUser(0,2.5);
2850    TZem->GetYaxis()->SetTitle("ratio");
2851    TZem->Draw();
2852 <  if(PlottingSetup::RestrictToMassPeak) {
2852 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2853      TSem->Draw("same");
2854      TSeemm->Draw("same");
2855    }
# Line 2477 | Line 2879 | void ttbar_sidebands_comparison(string m
2879    
2880    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
2881    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
2882 <  if(PlottingSetup::RestrictToMassPeak) {
2882 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2883      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
2884      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
2885    }
# Line 2490 | Line 2892 | void ttbar_sidebands_comparison(string m
2892    DrawMCPrelim(simulatedlumi);
2893    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
2894    
2895 +  if (0) { // Turn this off: we don't need this
2896  
2897 < ///-------------- second part: only look at the quantity we actually care about!
2898 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2899 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2900 <  rightsfzp->Add(leftsfzp,-1);
2901 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2902 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2903 <  rightofzp->Add(leftofzp,-1);
2904 <  TH1F *leftofsb;
2905 <  TH1F *rightofsb;
2906 <  TH1F *leftsfsb;
2907 <  TH1F *rightsfsb;
2908 <  if(PlottingSetup::RestrictToMassPeak) {
2909 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2910 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2911 <        rightofsb->Add(leftofsb,-1);
2912 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2913 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2914 <        rightsfsb->Add(leftsfsb,-1);
2915 <  }
2897 >    ///-------------- second part: only look at the quantity we actually care about!
2898 >    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
2899 >    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
2900 >    rightsfzp->Add(leftsfzp,-1);
2901 >    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
2902 >    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
2903 >    rightofzp->Add(leftofzp,-1);
2904 >    TH1F *leftofsb;
2905 >    TH1F *rightofsb;
2906 >    TH1F *leftsfsb;
2907 >    TH1F *rightsfsb;
2908 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2909 >      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
2910 >      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
2911 >      rightofsb->Add(leftofsb,-1);
2912 >      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
2913 >      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
2914 >      rightsfsb->Add(leftsfsb,-1);
2915 >    }
2916  
2917 <  tcan->SetLogy(1);
2918 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2919 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2920 <  rightsfzp->Draw("histo");
2921 <  rightofzp->Draw("histo,same");
2922 <  if(PlottingSetup::RestrictToMassPeak) {
2923 <    rightofsb->Draw("histo,same");
2924 <    rightsfsb->Draw("histo,same");
2925 <  }
2926 <  DrawMCPrelim(simulatedlumi);
2917 >    tcan->SetLogy(1);
2918 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
2919 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
2920 >    rightsfzp->Draw("histo");
2921 >    rightofzp->Draw("histo,same");
2922 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2923 >      rightofsb->Draw("histo,same");
2924 >      rightsfsb->Draw("histo,same");
2925 >    }
2926 >    DrawMCPrelim(simulatedlumi);
2927  
2928 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2929 <  legA->AddEntry(rightsfzp,"SFZP","l");
2930 <  legA->AddEntry(rightofzp,"OFZP","l");
2931 <  if(PlottingSetup::RestrictToMassPeak) {
2932 <    legA->AddEntry(rightofsb,"SFSB","l");
2933 <    legA->AddEntry(rightsfsb,"OFSB","l");
2934 <  }
2935 <  legA->Draw();
2928 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
2929 >    legA->AddEntry(rightsfzp,"SFZP","l");
2930 >    legA->AddEntry(rightofzp,"OFZP","l");
2931 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2932 >      legA->AddEntry(rightofsb,"SFSB","l");
2933 >      legA->AddEntry(rightsfsb,"OFSB","l");
2934 >    }
2935 >    legA->Draw();
2936  
2937 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2937 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
2938  
2939 <  tcan->SetLogy(0);
2940 <  rightofzp->Divide(rightsfzp);
2941 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2942 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2943 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2944 <  rightofzp->Draw();
2945 <  if(PlottingSetup::RestrictToMassPeak) {
2946 <    rightofsb->Divide(rightsfzp);
2947 <    rightsfsb->Divide(rightsfzp);
2948 <    rightofsb->Draw("same");
2949 <    rightsfsb->Draw("same");
2950 <  }
2951 <
2952 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2953 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2954 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2955 <  
2956 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2957 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2958 <  center2->SetLineColor(kBlue);
2959 <  
2960 <  top2->Draw("same");
2961 <  center2->Draw("same");
2962 <  bottom2->Draw("same");
2963 <
2964 <  rightofzp->SetMarkerStyle(21);
2965 <  if(PlottingSetup::RestrictToMassPeak) {
2966 <    rightofsb->SetMarkerStyle(24);
2967 <    rightsfsb->SetMarkerStyle(32);
2968 <  }
2969 <
2970 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2971 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2972 <  if(PlottingSetup::RestrictToMassPeak) {
2973 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2974 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2975 <  }
2976 <  leg3->AddEntry(bottom,"syst. envelope","l");
2977 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
2978 <  leg3->SetY1(0.65);
2939 >    tcan->SetLogy(0);
2940 >    rightofzp->Divide(rightsfzp);
2941 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
2942 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
2943 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
2944 >    rightofzp->Draw();
2945 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2946 >      rightofsb->Divide(rightsfzp);
2947 >      rightsfsb->Divide(rightsfzp);
2948 >      rightofsb->Draw("same");
2949 >      rightsfsb->Draw("same");
2950 >    }
2951 >
2952 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
2953 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
2954 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
2955 >  
2956 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
2957 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
2958 >    center2->SetLineColor(kBlue);
2959 >  
2960 >    top2->Draw("same");
2961 >    center2->Draw("same");
2962 >    bottom2->Draw("same");
2963 >
2964 >    rightofzp->SetMarkerStyle(21);
2965 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2966 >      rightofsb->SetMarkerStyle(24);
2967 >      rightsfsb->SetMarkerStyle(32);
2968 >    }
2969 >
2970 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
2971 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
2972 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2973 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
2974 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
2975 >    }
2976 >    leg3->AddEntry(bottom,"syst. envelope","l");
2977 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
2978 >    leg3->SetY1(0.65);
2979    
2980 <  leg3->Draw("same");
2980 >    leg3->Draw("same");
2981    
2982 <  DrawMCPrelim(simulatedlumi);
2983 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2982 >    DrawMCPrelim(simulatedlumi);
2983 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
2984 >
2985 >  }
2986  
2987    delete TZem;
2988    delete nTZem;
2989    delete TZeemm;
2990    delete nTZeemm;
2991 <  if(PlottingSetup::RestrictToMassPeak) {
2991 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2992          delete TSem;
2993          delete nTSem;
2994          delete TSeemm;
# Line 2624 | Line 3029 | void ttbar_sidebands_comparison(string m
3029    nicer_binning.push_back(100);
3030    nicer_binning.push_back(125);
3031    nicer_binning.push_back(150);
3032 <  nicer_binning.push_back(175);
3032 >  //nicer_binning.push_back(175);
3033    nicer_binning.push_back(200);
3034 <  nicer_binning.push_back(230);
3035 <  nicer_binning.push_back(280);
3034 >  nicer_binning.push_back(250);
3035 >  nicer_binning.push_back(300);
3036    nicer_binning.push_back(400);
3037    
3038    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
3039   }
3040  
3041  
3042 < void zjets_prediction_comparison(string mcjzbWithPU) {
3042 > void zjets_prediction_comparison(string mcjzbWithPUa) {
3043    TCanvas *zcan = new TCanvas("zcan","zcan");  
3044 <  zcan->SetLogy(1);
3044 > //  zcan->SetLogy(1);
3045    TCut weightbackup=cutWeight;
3046 +  
3047 +  bool UsePURW=false;
3048 +  
3049 +  
3050 +  string mcjzb;
3051 +  if(UsePURW) {
3052 +    mcjzb=mcjzbWithPUa;
3053 +  } else {
3054 +    // Do it without PU re-weighting
3055 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3056 +    stringstream resultsNoPU;
3057 +    stringstream noPUdatajzb;
3058 +    stringstream noPUmcjzb;
3059 +    
3060 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
3061 +    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
3062 +    
3063 +    mcjzb = noPUmcjzb.str();
3064 +    
3065 +    cutWeight="1.0";
3066 +  }
3067  
2642 – /*
2643 –  // Do it without PU re-weighting
2644 –  float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
2645 –  stringstream resultsNoPU;
2646 –
2647 –  stringstream mcjzbnoPU;
2648 –  find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,MCSigma,DataSigma,resultsNoPU,true);
2649 –  if(MCPeakNoPU>0) mcjzbnoPU<<"("<<jzbvariablemc<<"-"<<TMath::Abs(MCPeakNoPU)<<")";
2650 –  else mcjzbnoPU<<"("<<jzbvariablemc<<"+"<<TMath::Abs(MCPeakNoPU)<<")";
2651 –
2652 –  string mcjzb = mcjzbnoPU.str();
2653 –  dout << "The peak corrected JZB expression for MC without pileup is : " <<  mcjzb << endl;
2654 – */
2655 – //  cutWeight="1.0";
2656 –
2657 –  string mcjzb = mcjzbWithPU; // this is with PURW, if you want without it you have to uncomment the part above (and comment out this line)
3068    
3069    vector<float> binning;
3070    binning.push_back(0);
3071    binning.push_back(10);
3072 <  binning.push_back(30);
3073 <  binning.push_back(50);
3074 < //  binning.push_back(80);
3072 >  binning.push_back(20);
3073 >  binning.push_back(40);
3074 >  binning.push_back(60);
3075 > //   binning.push_back(50);
3076 > //   binning.push_back(60);
3077 > //   binning.push_back(70);
3078 > //   binning.push_back(80);
3079 > //   binning.push_back(90);
3080    binning.push_back(100);
3081 < //  float sbg_min=0.;
2667 < //  float sbg_max=100.;
2668 < //  int sbg_nbins=5;
3081 >
3082    float simulatedlumi = luminosity;//in pb please - adjust to your likings
3083    
3084    TCut kPos((mcjzb+">0").c_str());
3085    TCut kNeg((mcjzb+"<0").c_str());
3086    string var( "abs("+mcjzb+")" );
3087 +  
3088 +  TCut notTau("abs(genMID1)!=15");
3089 +  TCut ONLYTau("mll>20");
3090 +  
3091  
3092 <  TCut kcut(cutmass&&cutOSSF&&cutnJets);
3093 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3094 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3092 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3093 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3094 >  
3095    hJZBpos->SetLineColor(kBlack);
3096    hJZBneg->SetLineColor(kRed);
3097    
# Line 2683 | Line 3100 | void zjets_prediction_comparison(string
3100    hJZBneg->Draw("same,hist");
3101    hJZBpos->Draw("same,e1"); // So it's on top...
3102    
3103 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
3103 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
3104    leg->AddEntry(hJZBpos,"Observed","pe");
3105    leg->AddEntry(hJZBneg,"Predicted","l");
3106    leg->Draw("same");
3107    DrawMCPrelim(simulatedlumi);
3108 <  CompleteSave(zcan,"Systematics/zjets_prediction");
3108 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction");
3109    
3110    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
3111    hratio->Divide(hJZBneg);
3112    
3113    for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
3114 <    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << endl;
3114 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
3115    }
3116    
3117    zcan->SetLogy(0);
3118 <  hratio->GetYaxis()->SetRangeUser(0,2.5);
3118 >  hratio->GetYaxis()->SetRangeUser(0,2.0);
3119    hratio->GetYaxis()->SetTitle("Observed/Predicted");
3120    hratio->Draw("e1");
3121    
# Line 2715 | Line 3132 | void zjets_prediction_comparison(string
3132    center->Draw("same");
3133    bottom->Draw("same");
3134    
3135 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
3135 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
3136    leg2->AddEntry(hratio,"obs / pred","pe");
3137    leg2->AddEntry(bottom,"syst. envelope","l");
3138    leg2->Draw("same");
3139    DrawMCPrelim(simulatedlumi);
3140 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
3140 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio");
3141 >  
3142 >  TCut reducedNJets(cutnJets);
3143 >  
3144 >  TH1F *TAUhJZBpos = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3145 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3146 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3147 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3148 >
3149 >  TH1F *RcorrJZBSBem;
3150 >  TH1F *LcorrJZBSBem;
3151 >  TH1F *RcorrJZBSBeemm;
3152 >  TH1F *LcorrJZBSBeemm;
3153 >
3154 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3155 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3156 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3157 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
3158 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ONLYTau&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
3159 >  }
3160 >  
3161 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3162 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3163 >    Bpred->Add(RcorrJZBem,1.0/3.);
3164 >    Bpred->Add(LcorrJZBem,-1.0/3.);
3165 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
3166 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
3167 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
3168 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
3169 >  } else {
3170 >    Bpred->Add(RcorrJZBem,1.0);
3171 >    Bpred->Add(LcorrJZBem,-1.0);
3172 >  }
3173 >  
3174 >  Bpred->SetLineColor(kRed);
3175 >
3176 >  TAUhJZBpos->SetLineColor(kBlack);
3177 >  Bpred->SetLineColor(kRed);
3178 >  
3179 >  TAUhJZBpos->SetMinimum(1.0);
3180 >  TAUhJZBpos->Draw("e1");
3181 >  Bpred->Draw("same,hist");
3182 >  TAUhJZBpos->Draw("same,e1");
3183 >  
3184 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
3185 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
3186 >  TAUleg->AddEntry(Bpred,"Predicted","l");
3187 >  TAUleg->Draw("same");
3188 >  DrawMCPrelim(simulatedlumi);
3189 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction");
3190 >  
3191 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
3192 >  TAUhratio->Divide(Bpred);
3193 >  
3194 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
3195 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
3196 >  }
3197 >  
3198 >  zcan->SetLogy(0);
3199 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
3200 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
3201 >  TAUhratio->Draw("e1");
3202 >  
3203 >  top->Draw("same");
3204 >  center->Draw("same");
3205 >  bottom->Draw("same");
3206 >  
3207 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow #tau#tau",0.25,0.75,false);
3208 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
3209 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
3210 >  TAUleg2->Draw("same");
3211 >  DrawMCPrelim(simulatedlumi);
3212 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio");
3213 >  
3214 >  delete Bpred;
3215 >  delete TAUhJZBpos;
3216 >  delete LcorrJZBeemm;
3217 >  delete RcorrJZBem;
3218 >  delete LcorrJZBem;
3219 >  
3220 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3221 >    delete RcorrJZBSBem;
3222 >    delete LcorrJZBSBem;
3223 >    delete RcorrJZBSBeemm;
3224 >    delete LcorrJZBSBeemm;
3225 >  }
3226 >  
3227    
3228    delete zcan;
3229    cutWeight=weightbackup;
# Line 2779 | Line 3282 | void make_table(samplecollection &coll,
3282      TH1F *RcorrJZBSBeemm;
3283      TH1F *LcorrJZBSBeemm;
3284      
3285 <    if(PlottingSetup::RestrictToMassPeak) {
3285 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3286        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3287        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
3288        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2787 | Line 3290 | void make_table(samplecollection &coll,
3290      }
3291      
3292      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3293 <    if(PlottingSetup::RestrictToMassPeak) {
3293 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3294        Bpred->Add(RcorrJZBem,1.0/3.);
3295        Bpred->Add(LcorrJZBem,-1.0/3.);
3296        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2998 | Line 3501 | void qcd_plots(string datajzb, string mc
3501    TH1F *JRcorrJZBSBeemm;
3502    TH1F *JLcorrJZBSBeemm;
3503    
3504 <  if(PlottingSetup::RestrictToMassPeak) {
3504 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3505      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3506      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
3507      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 3019 | Line 3522 | void qcd_plots(string datajzb, string mc
3522      
3523    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
3524    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
3525 <  if(PlottingSetup::RestrictToMassPeak) {
3525 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3526      Bpred->Add(RcorrJZBem,1.0/3.);
3527      Bpred->Add(LcorrJZBem,-1.0/3.);
3528      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 3089 | Line 3592 | void qcd_plots(string datajzb, string mc
3592    dout << "______________________________________________" << endl;
3593    dout << "How QCD shows up in the different regions: " << endl;
3594    dout << "OSSF: " << endl;
3595 <  if(PlottingSetup::RestrictToMassPeak) {
3595 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3596      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3597      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
3598    } else {
3599      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
3600    }
3601    dout << "OSOF: " << endl;
3602 <  if(PlottingSetup::RestrictToMassPeak) {
3602 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3603      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3604      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
3605    } else {
3606      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
3607    }
3608    dout << "Therefore: " << endl;
3609 <  if(PlottingSetup::RestrictToMassPeak) {
3609 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3610      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
3611      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
3612      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 3119 | Line 3622 | void qcd_plots(string datajzb, string mc
3622    for(int i=0;i<(int)bins.size();i++) {
3623      dout << " JZB > " << bins[i] << " : " << endl;
3624      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
3625 <    if(PlottingSetup::RestrictToMassPeak) {
3625 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3626          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;
3627      } else {
3628          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 3133 | Line 3636 | void qcd_plots(string datajzb, string mc
3636    if(LcorrJZBem) delete LcorrJZBem;
3637    if(RcorrJZBeemm) delete RcorrJZBeemm;
3638    if(LcorrJZBeemm) delete LcorrJZBeemm;
3639 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
3640 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
3641 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3642 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3639 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
3640 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
3641 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
3642 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
3643   }
3644  
3645   void check_ptsanity() {
# Line 3233 | Line 3736 | void do_mlls_plot(string mcjzb) {
3736    }
3737   }
3738  
3739 < void met_vs_jzb_plots() {
3739 > void met_vs_jzb_plots(string datajzb, string mcjzb) {
3740    
3741    TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
3742    canmetjzb->SetRightMargin(0.16);
# Line 3242 | Line 3745 | void met_vs_jzb_plots() {
3745    findme.push_back("DY");
3746    findme.push_back("TTJets");
3747    findme.push_back("LM");
3748 <  
3748 >  /*
3749    for(int ifind=0;ifind<(int)findme.size();ifind++) {
3750      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
3751      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
3752      for(int isel=0;isel<(int)selsamples.size();isel++) {
3753 <      cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3754 <      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
3753 >      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
3754 >      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
3755      }
3756      metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
3757      metvsjzb->SetStats(0);
# Line 3262 | Line 3765 | void met_vs_jzb_plots() {
3765      title->Draw();
3766      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
3767    }
3768 +  */
3769 +  
3770 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
3771 +  
3772 +  int nbins=14;
3773 +  float low=0;
3774 +  float high=140;
3775 +  
3776 +  stringstream sLEFT;
3777 +  sLEFT << "((" << mcjzb << ")<0)";
3778 +  TCut LEFT(sLEFT.str().c_str());
3779 +  stringstream sRIGHT;
3780 +  sRIGHT << "((" << mcjzb << ")>0)";
3781 +  TCut RIGHT(sRIGHT.str().c_str());
3782 +  
3783 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3784 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3785 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3786 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3787 +  
3788 +  
3789 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
3790 +  Bpred->Add(metleftO,-1);
3791 +  Bpred->Add(metrightO);
3792 +  TH1F *obs = (TH1F*)metright->Clone("obs");
3793 +  
3794 +  metleft->Add(metleftO,-1);
3795 +  metright->Add(metrightO,-1);
3796 +  
3797 +  metleft->SetLineColor(kRed);
3798 +  metright->SetLineColor(kBlack);
3799 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
3800 +  metpad->cd();
3801 +  metpad->SetLogy(1);
3802 +  metleft->Draw("histo");
3803 +  metright->Draw("same");
3804 +  TLegend *lg = make_legend();
3805 +  lg->SetX1(0.5);
3806 +  lg->SetY1(0.7);
3807 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
3808 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
3809 +  lg->SetHeader("DY");
3810 +  
3811 +  lg->Draw();
3812 +  save_with_ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
3813 +  
3814 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
3815 +  metpad3->cd();
3816 +  metpad3->SetLogy(1);
3817 +  Bpred->SetLineColor(kRed);
3818 +  Bpred->Draw("histo");
3819 +  obs->SetLineColor(kBlack);
3820 +  obs->Draw("same");
3821 +  TLegend *lg2 = make_legend();
3822 +  lg2->SetX1(0.5);
3823 +  lg2->SetY1(0.7);
3824 +  lg2->AddEntry(obs,"observed","P");
3825 +  lg2->AddEntry(Bpred,"predicted","L");
3826 +  lg2->SetHeader("DY");
3827 +
3828 +  lg2->Draw();
3829 +  
3830 +  save_with_ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
3831 +  
3832 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
3833 +  metpad2->cd();
3834 +  metpad2->SetLogy(1);
3835 +  
3836 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3837 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
3838 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3839 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
3840 +  
3841 +  metlefta->Add(metleftOa,-1);
3842 +  metrighta->Add(metrightOa,-1);
3843 +  
3844 +  metlefta->SetLineColor(kRed);
3845 +  metpad2->cd();
3846 +  metlefta->Draw("histo");
3847 +  metrighta->Draw("same");
3848 +  lg->Draw();
3849 +  save_with_ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
3850 +  
3851 +  delete Bpred;
3852 +  delete obs;
3853 +  
3854 +  float newhigh=300;
3855 +  int newNBins=30;
3856 +  
3857 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
3858 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
3859 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
3860 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
3861 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
3862 +  
3863 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
3864 +  aBpred->Add(AmetleftO,-1);
3865 +  aBpred->Add(AmetrightO);
3866 +  aBpred->SetLineColor(kRed);
3867 +  
3868 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
3869 +  metpad4->cd();
3870 +  metpad4->SetLogy(1);
3871 +  aobs->Draw();
3872 +  aBpred->Draw("histo,same");
3873 +  aobs->Draw("same");
3874 +  lg->SetHeader("All MC");
3875 +  lg->Draw();
3876 +  save_with_ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
3877 +  
3878 +  
3879 +  delete lg;
3880 +  delete canmetjzb;
3881 +  delete metleft;
3882 +  delete metleftO;
3883 +  delete metright;
3884 +  delete metrightO;
3885   }
3886      
3887  

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