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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 1.82 by buchmann, Thu Feb 7 16:38:26 2013 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 +  bool overunderflowstatus=addoverunderflowbins;
93 +  switch_overunderflow(false);
94 +  
95 +  TCut SpecialCut("mll>=0");
96 +  if(sSpecialCut!="") SpecialCut=TCut(sSpecialCut.c_str());
97    
98    bool DoInvidualeemmPeaks=false;
99    
# Line 98 | Line 106 | void find_peaks(float &MCPeak,float &MCP
106    float datammpeak,dataeepeak;
107    float datammpeakerr,dataeepeakerr;
108    
109 <  float mcSigma, dataSigma;
109 >  float mcSigma,mcSigmaError, dataSigma, dataSigmaError;
110    
111    dout << "Finding global peak : " << endl;
112 <  find_one_peak_combination(TCut(""),mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma, dataSigma,result,doPUreweighting,"");
112 >  find_one_peak_combination(SpecialCut,SwitchOffNJetsCut,mcpeak,mcpeakerr, datapeak,datapeakerr,mcSigma,mcSigmaError, dataSigma,dataSigmaError,result,doPUreweighting,"");
113    
114    if(DoInvidualeemmPeaks) {
115      dout << "Finding peak for electrons : " << endl;
116 <    find_one_peak_combination(TCut("id1==0"),mceepeak,mceepeakerr, dataeepeak,dataeepeakerr,mcSigma, dataSigma,result,doPUreweighting,"_ele");
116 >    find_one_peak_combination(SpecialCut&&TCut("id1==0"),SwitchOffNJetsCut,mceepeak,mceepeakerr,dataeepeak,dataeepeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_ele");
117      dout << "Finding peak for muons : " << endl;
118 <    find_one_peak_combination(TCut("id1==1"),mcmmpeak,mcmmpeakerr, datammpeak,datammpeakerr,mcSigma, dataSigma,result,doPUreweighting,"_mu");
118 >    find_one_peak_combination(SpecialCut&&TCut("id1==1"),SwitchOffNJetsCut,mcmmpeak,mcmmpeakerr,datammpeak,datammpeakerr,mcSigma,mcSigmaError,dataSigma,dataSigmaError,result,doPUreweighting,"_mu");
119      
120      datajzb << "(" << jzbvariabledata;
121      mcjzb << "(" << jzbvariablemc;
# Line 133 | Line 141 | void find_peaks(float &MCPeak,float &MCP
141      else mcjzb << "+ (id1!=id2)*" << TMath::Abs(mcpeak) << " ";
142      
143      mcjzb << ")";
144 +    
145    } else {
146      datajzb << "(" << jzbvariabledata;
147        mcjzb << "(" << jzbvariablemc;
# Line 147 | Line 156 | void find_peaks(float &MCPeak,float &MCP
156      
157      mcjzb << ")";
158    }
150    
159    
160 +    MCPeak=mcpeak;
161 +    MCPeakError=mcpeakerr;
162 +    DataPeak=datapeak;
163 +    DataPeakError=datapeakerr;
164 +    switch_overunderflow(overunderflowstatus);
165   }
166  
167 < void make_special_obs_pred_mll_plot(string mcjzb, float jzbthreshold) {
167 > void make_special_obs_pred_mll_plot(string datajzb, string mcjzb, float jzbthreshold, float binWidth = 5.0) {
168    float min=70.0;
169    float max=115.0;
170    if(!PlottingSetup::RestrictToMassPeak) {
171 <    min=10;
172 <    max=150;
171 >    min=20;
172 >    max=300;
173    }
174 <  int nbins=int((max-min)/5);
174 >  int nbins=int((max-min)/binWidth);
175    
176    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
177    
178 < /*  stringstream largerzeroS;
179 <  largerzeroS << "(" << mcjzb << ">" << jzbthreshold << ")";
180 <  TCut largerzero(largerzeroS.str().c_str());
178 >  stringstream largerzeroS;
179 >  largerzeroS << "(" << datajzb << ">" << jzbthreshold << ")";
180 >  TCut largerzeroD(largerzeroS.str().c_str());
181    
182    stringstream smallerzeroS;
183 <  smallerzeroS << "(" << mcjzb << "<-" << jzbthreshold << ")";
184 <  TCut smallerzero(smallerzeroS.str().c_str());*/
185 <  
186 <  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
187 <  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets,mc,luminosity);
188 <  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data,luminosity);
189 <  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
190 <  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data,luminosity);
183 >  smallerzeroS << "(" << datajzb << "<-" << jzbthreshold << ")";
184 >  TCut smallerzeroD(smallerzeroS.str().c_str());
185 >
186 >
187 >  stringstream largerzeroMS;
188 >  largerzeroMS << "(" << mcjzb << ">" << jzbthreshold << ")";
189 >  TCut largerzeroM(largerzeroMS.str().c_str());
190 >  
191 >  TH1F *RcorrJZBeemm     = allsamples.Draw("RcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroD,data,luminosity);
192 >  THStack mcRcorrJZBeemm = allsamples.DrawStack("mcRcorrJZBeemm","mll",nbins,min,max, "m_{ll} [GeV}", "events", cutmass&&cutOSSF&&cutnJets&&largerzeroM,mc,luminosity);
193 >  TH1F *LcorrJZBeemm     = allsamples.Draw("LcorrJZBeemm",       "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&smallerzeroD,data,luminosity);
194 >  TH1F *RcorrJZBem       = allsamples.Draw("RcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&largerzeroD,data,luminosity);
195 >  TH1F *LcorrJZBem       = allsamples.Draw("LcorrJZBem",         "mll",nbins,min,max, "m_{ll} [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&smallerzeroD,data,luminosity);
196  
197    TH1F *RcorrJZBSBem;
198    TH1F *LcorrJZBSBem;
# Line 183 | Line 201 | void make_special_obs_pred_mll_plot(stri
201    
202   //  TH1F *RcorrJZBeemmNoS;
203  
204 <  if(PlottingSetup::RestrictToMassPeak) {
205 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
206 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,data, luminosity);
207 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
208 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,data, luminosity);
209 <  }
210 <  
211 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
212 <  if(PlottingSetup::RestrictToMassPeak) {
213 <    Bpred->Add(RcorrJZBem,1.0/3.);
214 <    Bpred->Add(LcorrJZBem,-1.0/3.);
215 <    Bpred->Add(RcorrJZBSBem,1.0/3.);
216 <    Bpred->Add(LcorrJZBSBem,-1.0/3.);
217 <    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
218 <    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
219 <  } else {
220 <    Bpred->Add(RcorrJZBem,1.0);
221 <    Bpred->Add(LcorrJZBem,-1.0);
222 <  }
223 <  
204 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
205 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&largerzeroD,data, luminosity);
206 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",  "mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets&&smallerzeroD,data, luminosity);
207 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&largerzeroD,data, luminosity);
208 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm","mll",nbins,min,max, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets&&smallerzeroD,data, luminosity);
209 >  }
210 >  
211 >  // Separate predictions
212 >  TH1F* SFN = (TH1F*)LcorrJZBeemm->Clone("SFN");
213 >  TH1F* OFP = (TH1F*)RcorrJZBem->Clone("OFP");
214 >  TH1F* OFN = (TH1F*)LcorrJZBem->Clone("OFN");
215 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
216 >    OFP->Scale(1.0/3.0);
217 >    OFP->Add(RcorrJZBSBem,1.0/3.);
218 >    OFP->Add(RcorrJZBSBeemm,1.0/3.);
219 >    OFN->Scale(1.0/3.0);
220 >    OFN->Add(LcorrJZBSBem,1.0/3.);
221 >    OFN->Add(LcorrJZBSBeemm,1.0/3.);
222 >  }
223 >
224 >  TH1F* Bpred = (TH1F*)SFN->Clone("Bpred");
225 >  Bpred->Add(OFP);
226 >  Bpred->Add(OFN,-1);
227    Bpred->SetLineColor(kRed);
228    
229 +  RcorrJZBeemm->SetTitleOffset(1.3,"y");
230    RcorrJZBeemm->Draw();
231 <  mcRcorrJZBeemm.Draw("same");
231 >  mcRcorrJZBeemm.Draw("histo,same");
232    Bpred->Draw("histo,same");
233    RcorrJZBeemm->Draw("same");
234    
# Line 219 | Line 241 | void make_special_obs_pred_mll_plot(stri
241    stringstream saveas;
242    saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold;
243    CompleteSave(ckin,saveas.str());
244 <
244 >  
245 >  // Draw all predictions overlayed
246 >  unsigned int w = gStyle->GetHistLineWidth()+1; // Make line a bit wider, since we dash it
247 >  SFN->SetLineColor(kGreen+2);
248 >  SFN->SetLineStyle(2);
249 >  SFN->SetLineWidth(w);
250 >  OFP->SetLineColor(kBlue+2);
251 >  OFP->SetLineStyle(2);
252 >  OFP->SetLineWidth(w);
253 >  OFN->SetLineColor(kMagenta+2);
254 >  OFN->SetLineStyle(3);
255 >  OFN->SetLineWidth(w);
256 >  
257 >  RcorrJZBeemm->Draw();
258 >  SFN->Draw("histo,same");
259 >  OFP->Draw("histo,same");
260 >  OFN->Draw("histo,same");
261 >  Bpred->Draw("histo,same");
262 >  RcorrJZBeemm->Draw("same");
263 >  
264 >  TLegend *leg2 = make_legend("",0.52,0.7);
265 >  leg2->AddEntry(RcorrJZBeemm,"observed (data)","lp");
266 >  leg2->AddEntry(Bpred,"predicted (data)","l");
267 >  leg2->AddEntry(SFN,  "  SF JZB<0","l");
268 >  leg2->AddEntry(OFN,  "  OF JZB<0","l");
269 >  leg2->AddEntry(OFP,  "  OF JZB>0","l");
270 >  leg2->Draw("same");
271 >  
272 >  saveas.str("");
273 >  saveas << "kin/Mll_After_Cut/Cut_At" << jzbthreshold << "_nomc";
274 >  CompleteSave(ckin,saveas.str());
275 >  
276    delete RcorrJZBeemm;
277    delete LcorrJZBeemm;
278    delete RcorrJZBem;
279    delete LcorrJZBem;
280 <  if(PlottingSetup::RestrictToMassPeak) {
280 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
281      delete RcorrJZBSBeemm;
282      delete LcorrJZBSBeemm;
283      delete RcorrJZBSBem;
# Line 252 | Line 305 | void make_special_mll_plot(int nbins, fl
305    datahistoOSSF->SetMarkerSize(DataMarkerSize);
306    datahistoOSSF->Draw();
307  
308 <  mcstackOSSF.Draw("same");
308 >  mcstackOSSF.Draw("histo,same");
309    datahistoOSSF->Draw("same");
310  
311    datahistoOSOF->SetMarkerColor(TColor::GetColor("#FE642E"));
# Line 318 | Line 371 | void draw_ratio_plot(TH1* hdata, THStack
371    oneline->Draw("same");
372   }
373  
374 + float make_one_OFSF_plot(string variable, string addcut, string legendTitle, int nbins, float min, float max, float ymax, bool logscale,
375 +                        string xlabel, string filename, float legendPosition=0.55) {
376 +
377 +  TCut ibasiccut=basiccut;
378 +  bool draw_separation_lines=false;
379 +
380 +  if(addcut != "") ibasiccut = ibasiccut && addcut.c_str();
381 +
382 +  TCut cutSF;
383 +  TCut cutOF;
384 +
385 +  cutOF = cutOSOF&&cutnJets&&ibasiccut;
386 +  cutSF = cutOSSF&&cutnJets&&ibasiccut;
387 +  
388 +  TCanvas *ofsf_can = new TCanvas("ofsf_can","ofsf_can");
389 +
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(0.8*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 +  }
445 +
446 +  datahistoSF->Delete();
447 +  datahistoOF->Delete();
448 +  //signalhisto->Delete();
449 +  delete mleg;
450 +  delete rcan;
451 +  delete ofsf_can;
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 +  data1->Scale(5.0/9.2);
473 +
474 +  data1->SetMarkerSize(DataMarkerSize);
475 +  data2->SetLineColor(kRed);
476 +
477 +  if ( !logscale ) {
478 +    data1->SetMinimum(0); // Defaults
479 +  } else {
480 +    data1->SetMinimum(0.5);
481 +  }
482 +  if (ymax<0) {
483 +    if ( logscale ) data1->SetMaximum(5.3*data1->GetMaximum());
484 +    else data1->SetMaximum(1.5*data1->GetMaximum());
485 +  } else {
486 +    data1->SetMaximum(ymax);
487 +  }
488 +
489 +  float ymaxSet = data1->GetMaximum();
490 +
491 +  data1->GetXaxis()->SetTitle(xlabel.c_str());
492 +  data1->GetYaxis()->SetTitle("Events");
493 +  data1->GetXaxis()->CenterTitle();
494 +  data1->GetYaxis()->CenterTitle();
495 +
496 +  TLegend *mleg = make_legend("",legendPosition,0.7,false,legendPosition+0.2);
497 +  mleg->AddEntry(data1, "2012 data (scaled)", "PL");
498 +  mleg->AddEntry(data2, "2011 data", "L");
499 +
500 +  data1->Draw("E1");
501 +  data2->Draw("HIST,SAMES");
502 +  mleg->Draw();
503 +  DrawPrelim();
504 +  Save_With_Ratio( data1, data2, rcan, "compareData/" + filename, false, false, "new/old" );
505 +
506 +  data1->Delete();
507 +  data2->Delete();
508 +  delete mleg;
509 +  delete rcan;
510 +  delete ckin;
511 +
512 + }
513 +
514 + void make_OFSF_plots(string variable, string addcut, int nbins, float min, float max, bool logscale,
515 +                     string xlabel, string filename, float legendPosition=0.55) {
516 +
517 +  string mllcuts[] = { "mll>20","mll>15&&mll<70", "mll>75&&mll<105", "mll>120" };
518 +  string mllcutname[] = { "m_{ll} > 20 GeV", "20 < m_{ll} < 70 GeV", "70 < m_{ll} < 110 GeV", "m_{ll} > 120 GeV" };
519 +  string plotname[] = {"_all","_low","_peak","_high"};
520 +  float ymax;
521 +
522 +  int start = 0;
523 +  if ( !PlottingSetup::openBox ) start = 3;
524 +
525 +  for ( int i=start; i<4; ++i ) {
526 +    if ( addcut != "" ) mllcuts[i] += "&&"+addcut;
527 +    if ( i==start ) {
528 +      ymax = make_one_OFSF_plot(variable, mllcuts[i], mllcutname[i], nbins, min, max, -1, logscale, xlabel,
529 +                         filename+plotname[i], legendPosition );
530 +    } else {
531 +      make_one_OFSF_plot(variable, mllcuts[i],        mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
532 +                         filename+plotname[i], legendPosition );
533 +    }
534 +    make_one_OFSF_plot(variable, "id1==1&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
535 +                       filename+plotname[i]+"_mm", legendPosition );
536 +    make_one_OFSF_plot(variable, "id1==0&&id1==id2&&"+mllcuts[i], mllcutname[i], nbins, min, max, ymax, logscale, xlabel,
537 +                       filename+plotname[i]+"_ee", legendPosition );
538 +  }
539 +
540 + }
541 +
542 + TCut ReplaceInCut(TCut cut, string replacethis, string withthis) {
543 +  string scut=(string)(const char*)cut;
544 +  string acut=ReplaceAll(scut,replacethis,withthis);
545 +  return TCut(acut.c_str());
546 + }
547 +
548 + void DoMCSystPlot(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
549 +  TCut cut=addcut&&basiccut;
550 +
551 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
552 +  ckin->SetLogy(dolog);
553 +  cout << "\r Creating " << filename << " : data   (1/6)" << std::flush;
554 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
555 +  datahisto->SetMarkerSize(DataMarkerSize);
556 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
557 +  else datahisto->SetMinimum(0.5);
558 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
559 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
560 +  cout << "\r Creating " << filename << " : MC central   (2/6)" << std::flush;
561 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
562 +  TH1F *MCcentral = CollapseStack(mcstack);
563 +
564 +  TCut bkpcut = cut;
565 +  cut = ReplaceInCut(cut,"pfJetGoodNum40","pfJetGoodNum40p1sigma");
566 +  cout << "\r Creating " << filename << " : MC JES up   (3/6)" << std::flush;
567 +  TH1F *MCJESup   = allsamples.Draw("MCJESup",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
568 +
569 +  cut = ReplaceInCut(cut,"pfJetGoodNum40p1sigma","pfJetGoodNum40n1sigma");
570 +  cout << "\r Creating " << filename << " : MC JES down   (4/6)" << std::flush;
571 +  TH1F *MCJESdn   = allsamples.Draw("MCJESdn",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
572 +  
573 +  cut=bkpcut;
574 +  TCut bkpweight = cutWeight;
575 +  cutWeight= ReplaceInCut(cutWeight,"weight","PUweightUP");
576 +  cout << "\r Creating " << filename << " : MC PU up   (5/6)" << std::flush;
577 +  TH1F *MCPUup    = allsamples.Draw("MCPUup",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
578 +  
579 +  cutWeight= ReplaceInCut(cutWeight,"PUweightUP","PUweightDOWN");
580 +  cout << "\r Creating " << filename << " : MC PU down   (6/6)" << std::flush;
581 +  TH1F *MCPUdn    = allsamples.Draw("MCPUdn",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
582 +  cutWeight=bkpweight;
583 +  cout << "\r Creating " << filename << " : Processing systematics ..." << std::flush;
584 +  TH1F *Systematic = (TH1F*)MCPUdn->Clone("Systematic");
585 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
586 +    float jesdn = abs(MCcentral->GetBinContent(i)-MCJESdn->GetBinContent(i));
587 +    float jesup = abs(MCcentral->GetBinContent(i)-MCJESup->GetBinContent(i));
588 +    float jes   = jesdn>jesup?jesdn:jesup;
589 +    
590 +    float PUup = abs(MCcentral->GetBinContent(i)-MCPUup->GetBinContent(i));
591 +    float PUdn = abs(MCcentral->GetBinContent(i)-MCPUdn->GetBinContent(i));
592 +    float pu   = PUdn>PUup?PUdn:PUup;
593 +    
594 +    float sys=sqrt(jes*jes+pu*pu);
595 +    sys/=MCcentral->GetBinContent(i);
596 +    if(MCcentral->GetBinContent(i)==0) sys=0;
597 +    Systematic->SetBinContent(i,sys);
598 +  }
599 +  
600 +  datahisto->Draw("e1");
601 +  ckin->Update();
602 +  mcstack.Draw("histo,same");
603 +  
604 +  datahisto->Draw("same,e1");
605 +  TLegend *kinleg = allsamples.allbglegend();
606 +  kinleg->Draw();
607 +
608 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
609 +  kinpad->SetLogy(dolog);
610 +  kinpad->cd();
611 +  datahisto->Draw("e1");
612 +  mcstack.Draw("histo,same");
613 +  datahisto->Draw("same,e1");
614 +  datahisto->Draw("same,axis");
615 +  
616 +  kinleg->Draw("same");
617 +  DrawPrelim();
618 +  string saveas="kin/"+filename;
619 +  
620 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
621 +  save_with_ratio_and_sys_band( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc",Systematic );
622 +  
623 +  ckin->cd();
624 +  MCcentral->SetFillColor(kWhite);
625 +  MCcentral->SetLineColor(kBlack);
626 +  MCcentral->SetLineWidth(2);
627 +  MCPUdn->SetLineColor(kRed);
628 +  MCPUup->SetLineColor(kYellow);
629 +  MCJESdn->SetLineColor(kBlue);
630 +  MCJESup->SetLineColor(kGreen);
631 +  
632 +  TLegend *legsmall = new TLegend(0.0,0.85,1.0,1.00);
633 +  legsmall->SetNColumns(5);
634 +  legsmall->AddEntry(MCcentral,"central","L");
635 +  legsmall->AddEntry(MCPUdn,"PU down","L");
636 +  legsmall->AddEntry(MCPUup,"PU up","L");
637 +  legsmall->AddEntry(MCJESdn,"JES down","L");
638 +  legsmall->AddEntry(MCJESup,"JES up","L");
639 +  legsmall->SetFillColor(kWhite);
640 +  legsmall->SetBorderSize(0);
641 +  
642 +  datahisto->Draw("e1");
643 +  MCcentral->Draw("histo,same");
644 +  MCPUdn->Draw("histo,same");
645 +  MCPUup->Draw("histo,same");
646 +  MCJESdn->Draw("histo,same");
647 +  MCJESup->Draw("histo,same");
648 +  datahisto->Draw("e1,same");
649 +  legsmall->Draw();
650 +  CompleteSave(ckin,saveas+"___AllLines");
651 +  
652 +  delete datahisto;
653 +  delete MCcentral;
654 +  delete MCPUdn;
655 +  delete MCPUup;
656 +  delete MCJESdn;
657 +  delete MCJESup;
658 +  delete ckin;
659 + }
660 +
661 + void DoMCSystPlot(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
662 +  DoMCSystPlot(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
663 + }
664 +  
665   float lastrange_min=0;
666   float lastrange_max=0;
667  
# Line 326 | Line 670 | void make_kin_plot(string variable, stri
670   //  TCut basiccut("(pfJetGoodNum>=2&&pfJetGoodID[0])&&(pfJetGoodNum>=2&&pfJetGoodID[1])&&(passed_triggers||!is_data)");
671    TCut ibasiccut=basiccut;
672    bool draw_separation_lines=false;
673 +  bool drawsignal = false;
674    
675    if(isPF) ibasiccut=basiccut&&"pfjzb[0]>-998";
676  
# Line 347 | Line 692 | void make_kin_plot(string variable, stri
692    //Step 2: Refine the cut
693    TCut cut;
694    cut=cutmass&&cutOSSF&&cutnJets&&ibasiccut;
695 <  if(filename=="nJets") cut=cutmass&&cutOSSF&&ibasiccut;
696 <  if(filename=="nJets_osof") cut=cutmass&&cutOSOF&&ibasiccut;
695 >  if(filename=="nJets" || filename=="nJets_inclusive" || filename=="nJets_met100" || filename=="nJets_inclusive_met100") cut=cutmass&&cutOSSF&&ibasiccut;
696 >  if(filename=="nJets_osof" || filename=="nJets_osof_inclusive" || filename=="nJets_osof_met100" || filename=="nJets_osof_inclusive_met100") cut=cutmass&&cutOSOF&&ibasiccut;
697    if(filename=="nJets_nocuts_except_mll_ossf") cut=cutmass&&cutOSSF;
698 <  if(filename=="mll") {
698 >  if(filename=="mll"||filename=="mll_met100") {
699          cut=cutOSSF&&cutnJets&&ibasiccut;
700          draw_separation_lines=true;
701    }
702 <  if(filename=="mll_ee") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
703 <  if(filename=="mll_osof") {
702 >  if(filename=="mll_ee"||filename=="mll_ee_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==0";
703 >  if(filename=="mll_mm"||filename=="mll_mm_met100") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
704 >  if(filename=="mll_osof"||filename=="mll_osof_met100") {
705          cut=cutOSOF&&cutnJets&&ibasiccut;
706          draw_separation_lines=true;
707    }
708 <  if(filename=="mll_mm") cut=cutOSSF&&cutnJets&&ibasiccut&&"id1==1";
709 <  if(Contains(filename,"mll_aboveJZB100")) cut=cutOSSF&&cutnJets&&ibasiccut;
708 >  if(Contains(filename,"aboveJZB")) cut=cutOSSF&&cutnJets&&ibasiccut;
709 >  if(Contains(filename,"mll_ee_above")) cut=cut&&"id1==0";
710 >  if(Contains(filename,"mll_mm_above")) cut=cut&&"id1==1";
711    if(Contains(filename,"mll_osof_aboveJZB")) cut=cutOSOF&&cutnJets&&ibasiccut;
712    if(filename=="mll_inclusive"||filename=="mll_inclusive_highrange") cut=cutOSSF;
713    if(filename=="mll_inclusive_osof") cut=cutOSOF;
# Line 368 | Line 715 | void make_kin_plot(string variable, stri
715    if(filename=="mll_inclusive_mm") cut=cutOSSF&&"id1==1";
716    if(filename=="pfJetGoodEta_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
717    if(filename=="pfJetGoodPt_0") cut=cutOSSF&&cutmass&&ibasiccut&&cutnJets;
718 +  if(filename=="numVtx") cut=cutmass&&ibasiccut;
719  
720    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
721    ckin->SetLogy(logscale);
722    TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
723    datahisto->SetMarkerSize(DataMarkerSize);
724 <  THStack mcstack = allsamples.DrawStack("mcstack",variable,nbins,min,max, xlabel, "events",cut,mc,luminosity);
724 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
725 >  else datahisto->SetMinimum(0.5);
726 >  // Custom max.
727 >  if(variable=="TMath::Abs(pfJetDphiMet[0])") datahisto->SetMaximum(1.5*datahisto->GetMaximum());
728    if(variable=="pfJetGoodPt[0]") datahisto->SetMaximum(10*datahisto->GetMaximum());
729    if(variable=="pt") datahisto->SetMaximum(10*datahisto->GetMaximum());
730    if(filename=="mll_inclusive"||filename=="mll_inclusive_mm"||filename=="mll_inclusive_ee") datahisto->SetMinimum(1);
731    if(filename=="mll_osof") datahisto->SetMaximum(10*datahisto->GetMaximum());
732    if(filename=="mll_osof") datahisto->SetMinimum(9);
733 <  datahisto->SetMaximum(5.3*datahisto->GetMaximum());
734 <  datahisto->Draw("e1");
735 <  ckin->Update();
733 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
734 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
735 >
736 >  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
737    if(loadlastminmax) {
738          datahisto->SetMinimum(lastrange_min);
739          datahisto->SetMaximum(lastrange_max);
# Line 391 | Line 743 | void make_kin_plot(string variable, stri
743          }              
744    }
745  
746 <  mcstack.Draw("same");
746 >  // Draw signal by hand (for some reason I don't manage to use the sample class: it adds it to the stack!)
747 >  string signal("LM3");
748 >  TH1F* signalhisto = new TH1F("signalhisto",signal.c_str(),nbins,min,max);
749 >  int idx = signalsamples.FindSample(signal)[0];
750 >  if(drawsignal) (signalsamples.collection)[idx].events->Project("signalhisto",variable.c_str(),cut);
751 >  if(drawsignal) signalhisto->Scale((signalsamples.collection)[idx].weight*luminosity);
752 >  if(drawsignal) signalhisto->SetLineColor(kOrange);
753 >
754 >  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
755 >  datahisto->Draw("e1");
756 >  ckin->Update();
757 >  mcstack.Draw("histo,same");
758 >  
759    datahisto->Draw("same,e1");
760    TLegend *kinleg = allsamples.allbglegend();
761    kinleg->Draw();
# Line 433 | Line 797 | void make_kin_plot(string variable, stri
797          kinpad->cd();
798          kinpad->SetLogy(logscale);
799          datahisto->Draw("e1");
800 <        mcstack.Draw("same");
800 >        mcstack.Draw("histo,same");
801 >        if(drawsignal) signalhisto->Draw("same");
802          datahisto->Draw("same,e1");
803          datahisto->Draw("same,axis");
804          if(RestrictToMassPeak&&draw_separation_lines) {
# Line 441 | Line 806 | void make_kin_plot(string variable, stri
806            upperboundary->Draw("same");
807          }
808            
809 +        if(drawsignal) kinleg->AddEntry("signalhisto",signal.c_str(),"l");
810          kinleg->Draw();
811          write_cut->Draw();
812          DrawPrelim();
813          string saveas="kin/"+filename;
814          if(isPF) saveas="kin/"+filename+"__PF";
815 <        save_with_ratio(datahisto,mcstack,kinpad->cd(),saveas);
815 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
816   //      if(isPF) CompleteSave(with_ratio,"kin/"+filename+"__PF_withratio");
817   //      else CompleteSave(with_ratio,"kin/"+filename+"_withratio");
818   //      delete with_ratio;
# Line 455 | Line 821 | void make_kin_plot(string variable, stri
821          else CompleteSave(ckin,"kin/"+filename);
822    }
823    datahisto->Delete();
824 +  delete signalhisto;
825    delete ckin;
826   }
827  
828 < void make_JES_plot() {
828 >
829 > void make_plain_kin_plot(string variable, string addcut, int nbins, float min, float max, bool logscale,
830 >                   string xlabel, string filename, bool isPF=true, bool plotratio=true, bool loadlastminmax=false ) {
831 >  TCut cut=TCut(addcut.c_str())&&basiccut;
832 >
833 >  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
834 >  ckin->SetLogy(logscale);
835 >  TH1F *datahisto = allsamples.Draw("datahisto",variable,nbins,min,max, xlabel, "events",cut,data,luminosity);
836 >  datahisto->SetMarkerSize(DataMarkerSize);
837 >  if ( !logscale ) datahisto->SetMinimum(0); // Defaults
838 >  else datahisto->SetMinimum(0.5);
839 >  // Custom max.
840 >  if (logscale) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
841 >  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
842 >
843 >  cout << "******** Cut used : " << (const char*) cut << " for plot " << filename << endl;
844 >  if(loadlastminmax) {
845 >        datahisto->SetMinimum(lastrange_min);
846 >        datahisto->SetMaximum(lastrange_max);
847 >        if(logscale) {
848 >                datahisto->SetMinimum(pow(10,lastrange_min));
849 >                datahisto->SetMaximum(pow(10,lastrange_max));
850 >        }              
851 >  }
852 >
853 >  THStack mcstack   = allsamples.DrawStack("mcstack",  variable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
854 >  datahisto->Draw("e1");
855 >  ckin->Update();
856 >  mcstack.Draw("histo,same");
857 >  
858 >  datahisto->Draw("same,e1");
859 >  TLegend *kinleg = allsamples.allbglegend();
860 >  kinleg->Draw();
861 >
862 >  lastrange_min=ckin->GetUymin();
863 >  lastrange_max=ckin->GetUymax();
864 >
865 >  if ( plotratio ) {
866 >        TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
867 >        kinpad->cd();
868 >        kinpad->SetLogy(logscale);
869 >        datahisto->Draw("e1");
870 >        mcstack.Draw("histo,same");
871 >        datahisto->Draw("same,e1");
872 >        datahisto->Draw("same,axis");
873 >          
874 >        kinleg->Draw();
875 >        DrawPrelim();
876 >        string saveas="kin/"+filename;
877 >        if(isPF) saveas="kin/"+filename+"__PF";
878 >        Save_With_Ratio(datahisto,mcstack,kinpad->cd(),saveas);
879 >  } else {
880 >        if(isPF) CompleteSave(ckin,"kin/"+filename+"__PF");
881 >        else CompleteSave(ckin,"kin/"+filename);
882 >  }
883 >  datahisto->Delete();
884 >  delete ckin;
885 > }
886 >
887 >
888 > void make_JES_plot(TCut cut, string name) {
889  
890    int nbins=10;
891    float min=-0.5;
892    float max = 9.5;
893    bool logscale=true;
894    string xlabel="nJets";
468  TCut cut=cutmass&&cutOSSF&&basiccut;
895  
896    TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
897    ckin->SetLogy(logscale);
898 <  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,data,luminosity);
898 >  TH1F *datahisto = allsamples.Draw("datahisto","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,data,luminosity);
899    datahisto->SetMarkerSize(DataMarkerSize);
900 <  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum",nbins,min,max, xlabel, "events",cut,mc,luminosity);
901 <  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum315",nbins,min,max, xlabel, "events",cut,mc,luminosity);
902 <  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum285",nbins,min,max, xlabel, "events",cut,mc,luminosity);
900 >  THStack mcstack = allsamples.DrawStack("mcstack","pfJetGoodNum40",nbins,min,max, xlabel, "events",cut,mc,luminosity);
901 >  TH1F *JESup = allsamples.Draw("JESup","pfJetGoodNum40p1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
902 >  TH1F *JESdn = allsamples.Draw("JESdn","pfJetGoodNum40n1sigma",nbins,min,max, xlabel, "events",cut,mc,luminosity);
903  
904    datahisto->SetMinimum(1);
905    datahisto->SetMaximum(5.3*datahisto->GetMaximum()); // in line with kinematic plots style
# Line 492 | Line 918 | void make_JES_plot() {
918    JESunc->SetFillColor(TColor::GetColor("#00ADE1"));
919    JESunc->SetFillStyle(3002);
920    datahisto->Draw("e1");
921 <  mcstack.Draw("same");
921 >  mcstack.Draw("histo,same");
922    JESunc->Draw("2");
923    datahisto->Draw("same,e1");
924    TLegend *kinleg = allsamples.allbglegend();
925    kinleg->AddEntry(JESunc,"JES uncertainty","f");
926    kinleg->Draw();
927 <  CompleteSave(ckin,"Systematics/JES");
927 >  CompleteSave(ckin,"Systematics/JES"+name);
928    datahisto->Delete();
929    delete ckin;
930  
931   }
932  
933 + string Cut2Str(TCut cut) {
934 +  return ((string)(const char*)cut);
935 + }
936 +
937 + void MakeElegantTwoThreeComparisons() {
938 +    
939 +    TCut signal("met[4]>100&&met[4]<150&&mll>20"&&PlottingSetup::basicqualitycut);
940 +    TCut TwoJets("pfJetGoodNum40==2");
941 +    TCut ThreeJets("pfJetGoodNum40>=3");
942 +    
943 +    float min=20;
944 +    float max=300;
945 +    int nbins=int((max-min)/5.0);
946 +    string xlabel="m_{ll} [GeV]";
947 +    
948 +    TCanvas *can2 = new TCanvas("can2","can2");
949 +    TH1F *TwoOF = allsamples.Draw("TwoOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
950 +    TH1F *TwoSF = allsamples.Draw("TwoSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&TwoJets,mc,luminosity,allsamples.FindSample("TTJets_"));
951 +    TH1F *ThreeOF = allsamples.Draw("ThreeOF","mll",nbins,min,max, xlabel, "events",cutOSOF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
952 +    TH1F *ThreeSF = allsamples.Draw("ThreeSF","mll",nbins,min,max, xlabel, "events",cutOSSF&&signal&&ThreeJets,mc,luminosity,allsamples.FindSample("TTJets_"));
953 +    
954 +    can2->cd(1);
955 +    
956 +    TwoSF->SetFillColor(kWhite);
957 +    TwoOF->SetFillColor(kWhite);
958 +    ThreeSF->SetFillColor(kWhite);
959 +    ThreeOF->SetFillColor(kWhite);
960 +    
961 +    TPad *kin3 = new TPad("kin3","kin3",0,0,1,1);
962 +    kin3->cd();
963 +    TwoOF->Draw("histo");
964 +    TwoSF->Draw("e1,same");
965 +    TLegend *leg_SFOF_Two = make_legend();
966 +    leg_SFOF_Two->SetHeader("t#bar{t} MC:");
967 +    leg_SFOF_Two->AddEntry(TwoOF,"OF, nJets==2","l");
968 +    leg_SFOF_Two->AddEntry(TwoSF,"SF, nJets==2","lp");
969 +    leg_SFOF_Two->Draw();
970 +    Save_With_Ratio(TwoSF,TwoOF,kin3->cd(),"DoubleRatios/SFOF_Two");
971 +    
972 +    TPad *kin4 = new TPad("kin4","kin4",0,0,1,1);
973 +    kin4->cd();
974 +    ThreeOF->Draw("histo");
975 +    ThreeSF->Draw("e1,same");
976 +    TLegend *leg_SFOF_Three = make_legend();
977 +    leg_SFOF_Three->SetHeader("t#bar{t} MC:");
978 +    leg_SFOF_Three->AddEntry(TwoOF,"OF, nJet#geq3","l");
979 +    leg_SFOF_Three->AddEntry(TwoSF,"SF, nJets#geq3","lp");
980 +    leg_SFOF_Three->Draw();
981 +    Save_With_Ratio(ThreeSF,ThreeOF,kin4->cd(),"DoubleRatios/SFOF_Three");
982 +    
983 +    
984 +    TwoSF->Scale(ThreeSF->Integral()/TwoSF->Integral());
985 +    TPad *kin = new TPad("kin","kin",0,0,1,1);
986 +    kin->cd();
987 +    TwoSF->Draw("histo");
988 +    ThreeSF->Draw("e1,same");
989 +    TLegend *leg_SF_Two_Three = make_legend();
990 +    leg_SF_Two_Three->SetHeader("t#bar{t} MC:");
991 +    leg_SF_Two_Three->AddEntry(TwoSF,"#splitline{SF, nJets==2}{ (scaled)}","l");
992 +    leg_SF_Two_Three->AddEntry(ThreeSF,"SF, nJets#geq3","lp");
993 +    leg_SF_Two_Three->Draw();
994 +    Save_With_Ratio(TwoSF,ThreeSF,kin->cd(),"DoubleRatios/SF_Two_Three");
995 +    
996 +    TwoOF->Scale(ThreeOF->Integral()/TwoOF->Integral());
997 +    TPad *kin2 = new TPad("kin2","kin2",0,0,1,1);
998 +    kin2->cd();
999 +    TwoOF->Draw("histo");
1000 +    ThreeOF->Draw("e1,same");
1001 +    TLegend *leg_OF_Two_Three = make_legend();
1002 +    leg_OF_Two_Three->SetHeader("t#bar{t} MC:");
1003 +    leg_OF_Two_Three->AddEntry(TwoSF,"#splitline{OF, nJets==2}{ (scaled)}","l");
1004 +    leg_OF_Two_Three->AddEntry(ThreeSF,"OF, nJets#geq3","lp");
1005 +    leg_OF_Two_Three->Draw();
1006 +    Save_With_Ratio(TwoOF,ThreeOF,kin2->cd(),"DoubleRatios/OF_Two_Three");
1007 +    
1008 + }
1009 +
1010 + void PresentRange(TH1F *Down, TH1F *Up, TH1F *central, TVirtualPad *pad, string title) {
1011 +  pad->cd();
1012 +  TGraphErrors *gr = new TGraphErrors(Down->GetNbinsX());
1013 +  for(int i=1;i<=Down->GetNbinsX();i++) {
1014 +    float average=0.5*(Down->GetBinContent(i)+Up->GetBinContent(i));
1015 +    float error=abs(Down->GetBinContent(i)-average);
1016 +    gr->SetPoint(i-1,Down->GetBinCenter(i),average);
1017 +    gr->SetPointError(i-1,Down->GetBinWidth(i)/2.0,error);
1018 +  }
1019 +  gr->SetFillColor(TColor::GetColor("#F79F81"));
1020 +  gr->GetYaxis()->SetRangeUser(0,2);
1021 +  gr->GetXaxis()->SetTitle(central->GetXaxis()->GetTitle());
1022 +  gr->GetYaxis()->SetTitle(central->GetYaxis()->GetTitle());
1023 +  gr->GetXaxis()->CenterTitle();
1024 +  gr->GetYaxis()->CenterTitle();
1025 +  
1026 +  gr->Draw("A2");
1027 +  central->Draw("e1,same");
1028 +  DrawMCPrelim();
1029 +  TText *rtitle = write_text(0.8,0.8,title);
1030 +  TLine *line = new TLine(Down->GetBinLowEdge(1),1.0,Down->GetBinLowEdge(Down->GetNbinsX())+Down->GetBinWidth(Down->GetNbinsX()),1.0);
1031 +  line->SetLineColor(kBlue);
1032 +  line->SetLineStyle(2);
1033 +  line->Draw("same");
1034 +  rtitle->Draw("same");
1035 + }
1036 +
1037 + TH1F* ProduceTTbarRatio(TH1F *datahisto, TH1F *fullmc, TH1F *originalttbar, TH1F *httbar) {
1038 +  TH1F *basehisto = (TH1F*)fullmc->Clone("basehisto");
1039 +  basehisto->Add(originalttbar,-1);
1040 +  basehisto->Add(httbar);
1041 +  
1042 +  string sname=httbar->GetName();
1043 +  sname="R"+sname.substr(1,sname.length());
1044 +  TH1F *ratio = (TH1F*)datahisto->Clone(sname.c_str());
1045 +  ratio->Divide(basehisto);
1046 +  delete basehisto;
1047 +  return ratio;
1048 + }
1049 +  
1050 + void make_ttbar_comparison(string datavariable, string mcvariable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1051 +  
1052 +  TCut cut=addcut&&basiccut;
1053 +  
1054 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1055 +  ckin->SetLogy(dolog);
1056 +  cout << "\r Creating " << filename << " : data   (1/11)" << std::flush;
1057 +  TH1F *datahisto = allsamples.Draw("datahisto",datavariable,nbins,min,max, xlabel, "events",cut,data,luminosity);
1058 +  datahisto->SetMarkerSize(DataMarkerSize);
1059 +  if ( !dolog ) datahisto->SetMinimum(0); // Defaults
1060 +  else datahisto->SetMinimum(0.5);
1061 +  if (dolog) datahisto->SetMaximum(5.3*datahisto->GetMaximum());
1062 +  else datahisto->SetMaximum(1.3*datahisto->GetMaximum());
1063 +  cout << "\r Creating " << filename << " : MC central  (stack) (2/11)" << std::flush;
1064 +  THStack mcstack   = allsamples.DrawStack("mcstack",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity);
1065 +  TH1F *MCcentral = CollapseStack(mcstack);
1066 +
1067 +  cout << "\r Creating " << filename << " : MC central (histo)   (3/11)" << std::flush;
1068 +  TH1F *TCentral        = allsamples.Draw ("TCentral",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,allsamples.FindSample("TTJets_"));
1069 +  TH1F *RCentral        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TCentral);
1070 +  
1071 +  cout << "\r Creating " << filename << " : MC Matching up   (4/11)" << std::flush;
1072 +  TH1F *TMatchingUp     = systsamples.Draw("TMatchingUp",  mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingup"));
1073 +  TH1F *RMatchingUp     = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingUp);
1074 +  
1075 +  cout << "\r Creating " << filename << " : MC Matching down   (5/11)" << std::flush;
1076 +  TH1F *TMatchingDown   = systsamples.Draw("TMatchingDown",mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_matchingdown"));
1077 +  TH1F *RMatchingDown   = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TMatchingDown);
1078 +  
1079 +  cout << "\r Creating " << filename << " : MC Scale up   (6/11)" << std::flush;
1080 +  TH1F *TScaleUp        = systsamples.Draw("TScaleUp",     mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaleup"));
1081 +  TH1F *RScaleUp        = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleUp);
1082 +  
1083 +  cout << "\r Creating " << filename << " : MC Scale down   (7/11)" << std::flush;
1084 +  TH1F *TScaleDown      = systsamples.Draw("TScaleDown",   mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_scaledown"));
1085 +  TH1F *RScaleDown      = ProduceTTbarRatio(datahisto,MCcentral,TCentral,TScaleDown);
1086 +  
1087 +  cout << "\r Creating " << filename << " : MC mass=166   (8/11)" << std::flush;
1088 +  TH1F *Ttmass166       = systsamples.Draw("Ttmass166",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass166"));
1089 +  TH1F *Rtmass166       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass166);
1090 +  
1091 +  cout << "\r Creating " << filename << " : MC mass=169   (9/11)" << std::flush;
1092 +  TH1F *Ttmass169       = systsamples.Draw("Ttmass169",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass169"));
1093 +  TH1F *Rtmass169       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass169);
1094 +  
1095 +  cout << "\r Creating " << filename << " : MC mass=175   (10/11)" << std::flush;
1096 +  TH1F *Ttmass175       = systsamples.Draw("Ttmass175",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass175"));
1097 +  TH1F *Rtmass175       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass175);
1098 +  
1099 +  cout << "\r Creating " << filename << " : MC mass=178   (11/11)" << std::flush;
1100 +  TH1F *Ttmass178       = systsamples.Draw("Ttmass178",    mcvariable,nbins,min,max,xlabel,"events",cut,mc,luminosity,systsamples.FindSample("TTJets_mass178"));
1101 +  TH1F *Rtmass178       = ProduceTTbarRatio(datahisto,MCcentral,TCentral,Ttmass178);
1102 +  
1103 +  
1104 +  datahisto->Draw("e1");
1105 +  ckin->Update();
1106 +  mcstack.Draw("histo,same");
1107 +  
1108 +  datahisto->Draw("same,e1");
1109 +  TLegend *kinleg = allsamples.allbglegend();
1110 +  kinleg->Draw();
1111 +
1112 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1113 +  kinpad->SetLogy(dolog);
1114 +  kinpad->cd();
1115 +  datahisto->Draw("e1");
1116 +  mcstack.Draw("histo,same");
1117 +  datahisto->Draw("same,e1");
1118 +  datahisto->Draw("same,axis");
1119 +  
1120 +  kinleg->Draw("same");
1121 +  DrawPrelim();
1122 +  string saveas="kin/"+filename;
1123 +  
1124 +  cout << "Passing filename to be saved : " << filename << " as " << saveas << endl;
1125 +  Save_With_Ratio( datahisto, CollapseStack(mcstack), kinpad->cd(), saveas, false, false, "data/mc");
1126 +  delete kinpad;
1127 +  
1128 +  ckin->cd();
1129 +  TCentral->SetLineColor(kBlack);
1130 +  
1131 +  TMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1132 +  TMatchingUp->SetLineStyle(2);//dashed
1133 +  TMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1134 +  TMatchingDown->SetLineStyle(3);//dotted
1135 +  
1136 +  TScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1137 +  TScaleUp->SetLineStyle(2);//dashed
1138 +  TScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1139 +  TScaleDown->SetLineStyle(3);//dotted
1140 +  
1141 +  Ttmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1142 +  Ttmass166->SetLineStyle(3);//dotted
1143 +  Ttmass178->SetLineColor(TColor::GetColor("#0acf00"));
1144 +  Ttmass178->SetLineStyle(2);//dashed
1145 +  
1146 +  
1147 +  Ttmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1148 +  Ttmass169->SetLineStyle(3);//dotted
1149 +  Ttmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1150 +  Ttmass175->SetLineStyle(2);//dashed
1151 +  
1152 +  
1153 +  
1154 +  
1155 +  MCcentral->SetLineStyle(3);
1156 +  MCcentral->SetLineColor(kRed);
1157 +  
1158 +  TCentral->Draw("e1,same");
1159 +  TCentral->Draw("histo,same");
1160 +  TMatchingUp->Draw("histo,same");
1161 +  TMatchingDown->Draw("histo,same");
1162 +  TScaleUp->Draw("histo,same");
1163 +  TScaleDown->Draw("histo,same");
1164 +  Ttmass166->Draw("histo,same");
1165 +  Ttmass169->Draw("histo,same");
1166 +  Ttmass175->Draw("histo,same");
1167 +  Ttmass178->Draw("histo,same");
1168 +  
1169 +  TLegend *sleg = make_legend();
1170 +  sleg->AddEntry(TCentral,"Central","L");
1171 +  sleg->AddEntry(TMatchingUp,"matching up","L");
1172 +  sleg->AddEntry(TMatchingDown,"matching down","L");
1173 +  sleg->AddEntry(TScaleUp,"scale up","L");
1174 +  sleg->AddEntry(TScaleDown,"scale down","L");
1175 +  sleg->AddEntry(Ttmass166,"m_{t}=166","L");
1176 +  sleg->AddEntry(Ttmass169,"m_{t}=169","L");
1177 +  sleg->AddEntry(Ttmass175,"m_{t}=175","L");
1178 +  sleg->AddEntry(Ttmass178,"m_{t}=178","L");
1179 +  sleg->Draw();
1180 +  
1181 +  CompleteSave(ckin,saveas+"___AllLines");
1182 +  ckin->cd();
1183 +  ckin->SetLogy(0);
1184 +  
1185 +  RCentral->SetLineColor(kBlack);
1186 +  
1187 +  RMatchingUp->SetLineColor(TColor::GetColor("#2c17b1"));//blue
1188 +  RMatchingUp->SetLineStyle(2);//dashed
1189 +  RMatchingDown->SetLineColor(TColor::GetColor("#2c17b1"));
1190 +  RMatchingDown->SetLineStyle(3);//dotted
1191 +  
1192 +  RScaleUp->SetLineColor(TColor::GetColor("#FF8500"));//orange
1193 +  RScaleUp->SetLineStyle(2);//dashed
1194 +  RScaleDown->SetLineColor(TColor::GetColor("#FF8500"));
1195 +  RScaleDown->SetLineStyle(3);//dotted
1196 +  
1197 +  Rtmass166->SetLineColor(TColor::GetColor("#0acf00"));//green
1198 +  Rtmass166->SetLineStyle(3);//dotted
1199 +  Rtmass178->SetLineColor(TColor::GetColor("#0acf00"));
1200 +  Rtmass178->SetLineStyle(2);//dashed
1201 +  
1202 +  
1203 +  Rtmass169->SetLineColor(TColor::GetColor("#FF52F1"));//purple
1204 +  Rtmass169->SetLineStyle(3);//dotted
1205 +  Rtmass175->SetLineColor(TColor::GetColor("#FF52F1"));
1206 +  Rtmass175->SetLineStyle(2);//dashed
1207 +
1208 +  
1209 +  RCentral->GetYaxis()->SetRangeUser(0,2);
1210 +  RCentral->Draw("e1");
1211 +  RMatchingUp->Draw("histo,same");
1212 +  RMatchingDown->Draw("histo,same");
1213 +  RScaleUp->Draw("histo,same");
1214 +  RScaleDown->Draw("histo,same");
1215 +  Rtmass166->Draw("histo,same");
1216 +  Rtmass169->Draw("histo,same");
1217 +  Rtmass175->Draw("histo,same");
1218 +  Rtmass178->Draw("histo,same");
1219 +  
1220 +  CompleteSave(ckin,saveas+"___AllRatios");
1221 +
1222 +  TCanvas *multicanvas = new TCanvas("multicanvas","multicanvas",1000,1000);
1223 +  multicanvas->Divide(2,2);
1224 +  PresentRange(RMatchingUp,RMatchingDown,RCentral,multicanvas->cd(1),"Matching");
1225 +  PresentRange(RScaleUp,RScaleDown,RCentral,multicanvas->cd(2),"Scale");
1226 +  PresentRange(Rtmass166,Rtmass178,RCentral,multicanvas->cd(3),"m_{t} (2#sigma)");
1227 +  PresentRange(Rtmass169,Rtmass175,RCentral,multicanvas->cd(4),"m_{t} (1#sigma)");
1228 +  CompleteSave(multicanvas,saveas+"___RangeIllustration");
1229 +  
1230 +  
1231 +  delete datahisto;
1232 +  delete   TCentral;
1233 +  delete   TMatchingUp;
1234 +  delete   TMatchingDown;
1235 +  delete   TScaleUp;
1236 +  delete   TScaleDown;
1237 +  delete   Ttmass166;
1238 +  delete   Ttmass169;
1239 +  delete   Ttmass175;
1240 +  delete   Ttmass178;
1241 +  
1242 +  delete ckin;
1243 +  
1244 + }
1245 +  
1246 + void make_ttbar_comparison(string variable, int nbins, float min, float max, TCut addcut, bool dolog, string xlabel, string filename) {
1247 +  make_ttbar_comparison(variable, variable, nbins, min, max, addcut, dolog, xlabel, filename);
1248 + }
1249 +
1250 + void ProduceJanPlots() {
1251 +  TCanvas *c1 = new TCanvas("c1","c1");
1252 +  TH1F *metSF = allsamples.Draw("metSF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSSF&&cutnJets,data, luminosity);
1253 +  TH1F *metOF = allsamples.Draw("metOF","met[4]",30,100,400, "E_{T}^{miss} [GeV]", "events", cutmass&&cutOSOF&&cutnJets,data, luminosity);
1254 +  
1255 +  TPad* rcan = new TPad("rcan","rcan",0,0,1,1);
1256 +  rcan->cd();
1257 +
1258 +  metOF->SetLineColor(kRed);
1259 +  metSF->Draw("e1");
1260 +  metOF->Draw("histo,same");
1261 +  metSF->Draw("e1,same");
1262 +  
1263 +  TLegend *leg = make_legend();
1264 +  
1265 +  leg->AddEntry(metSF,"Data SF","p");
1266 +  leg->AddEntry(metOF,"Data OF","l");
1267 +  leg->Draw();
1268 +  
1269 +  DrawPrelim();
1270 +  
1271 +  Save_With_Ratio(metSF,metOF,rcan,"JanPlots/ETHConfig",false,false,"SF/OF");
1272 +  
1273 +  delete rcan;
1274 +  delete metSF;
1275 +  delete metOF;
1276 +  delete c1;
1277 + }
1278 +
1279 + THStack MakeOneSystematicsPlot(TCut cut, string saveas, string variation, TH1F *hdata, string variable, int nbins, float bmin, float bmax, string label, TH1F* &thisto) {
1280 +  THStack SystPlot = allsamples.DrawStack(variation,variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity);
1281 +  
1282 +  //now need to process the plot (calculate the variation and set the member of thstack accordingly!)
1283 +  if(variation!="Central") {
1284 +    TH1F *varttbar;
1285 +    if(variation=="MatchingUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingup_TuneZ2s"));
1286 +    if(variation=="MatchingDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_matchingdown"));
1287 +    if(variation=="ScaleUp") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaleup"));
1288 +    if(variation=="ScaleDown") varttbar = systsamples.Draw("varttbar",variable,nbins,bmin,bmax,label,"events",cut,mc,PlottingSetup::luminosity,systsamples.FindSample("TTJets_scaledown"));
1289 +    assert(varttbar);
1290 +    
1291 +    TIter nextHisto(SystPlot.GetHists());
1292 +    TH1F* h;
1293 +    while ( h = (TH1F*)nextHisto() ) {
1294 +      if(Contains(h->GetName(),"t_bar_t")) {
1295 +        varttbar->Scale(h->Integral()/varttbar->Integral());
1296 +        for(int i=0;i<=h->GetNbinsX()+1;i++) {//note that we deliberatly consider the under/overflow bin as well!
1297 +          h->SetBinContent(i,varttbar->GetBinContent(i));
1298 +          h->SetBinError(i,varttbar->GetBinError(i));
1299 +        }
1300 +        thisto=(TH1F*)varttbar->Clone(variation.c_str());
1301 +        SystPlot.Modified();
1302 +      }
1303 +    }
1304 +    delete varttbar;
1305 +  } else {
1306 +    TIter nextHisto(SystPlot.GetHists());
1307 +    TH1F* h;
1308 +    while ( h = (TH1F*)nextHisto() ) {
1309 +      if(Contains(h->GetName(),"t_bar_t")) thisto=(TH1F*)h->Clone(variation.c_str());
1310 +    }
1311 +  }
1312 +    
1313 +  
1314 +  TLegend *fullleg = allsamples.allbglegend();
1315 +  fullleg->SetHeader(variation.c_str());
1316 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1317 +  kinpad->SetLogy(1);
1318 +  kinpad->cd();
1319 +  
1320 +  hdata->Draw("e1");
1321 +  SystPlot.Draw("histo,same");
1322 +  hdata->Draw("e1,same");
1323 +  fullleg->Draw();
1324 +  DrawPrelim();
1325 +  
1326 +  Save_With_Ratio(hdata,SystPlot,kinpad,saveas+"_"+variation);
1327 +  CleanLegends();
1328 +  
1329 +  delete kinpad;
1330 +  return SystPlot;
1331 + }
1332 +  
1333 +
1334 +
1335 + void ProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1336 +  TCanvas *ca = new TCanvas("ca","ca");
1337 +  TH1F *hdata = allsamples.Draw("hdata",variable,nbins,bmin,bmax,label,"events",thiscut,data,luminosity);
1338 +  
1339 +  TH1F *tScaleUp,*tScaleDown,*tMatchingUp,*tMatchingDown,*tCentral;
1340 +  
1341 +  THStack ScaleUp      = MakeOneSystematicsPlot(thiscut,saveas,"ScaleUp",hdata,variable, nbins, bmin, bmax, label,tScaleUp);
1342 +  THStack ScaleDown    = MakeOneSystematicsPlot(thiscut,saveas,"ScaleDown",hdata,variable, nbins, bmin, bmax, label,tScaleDown);
1343 +  THStack MatchingUp   = MakeOneSystematicsPlot(thiscut,saveas,"MatchingUp",hdata,variable, nbins, bmin, bmax, label,tMatchingUp);
1344 +  THStack MatchingDown = MakeOneSystematicsPlot(thiscut,saveas,"MatchingDown",hdata,variable, nbins, bmin, bmax, label,tMatchingDown);
1345 +  
1346 +  TH1F *HScaleUp = CollapseStack(ScaleUp);
1347 +  TH1F *HScaleDown = CollapseStack(ScaleDown);
1348 +  TH1F *HMatchingUp = CollapseStack(MatchingUp);
1349 +  TH1F *HMatchingDown = CollapseStack(MatchingDown);
1350 +  
1351 +  THStack Central = MakeOneSystematicsPlot(thiscut,saveas,"Central",hdata,variable, nbins, bmin, bmax, label,tCentral);
1352 +  TH1F *HCentral = CollapseStack(Central);
1353 +  
1354 +  TH1F *Systematic = (TH1F*)hdata->Clone("Systematic");
1355 +  for(int i=1;i<=Systematic->GetNbinsX();i++) {
1356 +    float matchingup   = abs(HMatchingUp->GetBinContent(i)-HCentral->GetBinContent(i));
1357 +    float matchingdown = abs(HMatchingDown->GetBinContent(i)-HCentral->GetBinContent(i));
1358 +    float scaleup   = abs(HScaleUp->GetBinContent(i)-HCentral->GetBinContent(i));
1359 +    float scaledown = abs(HScaleDown->GetBinContent(i)-HCentral->GetBinContent(i));
1360 +    
1361 +    float matching = matchingup>matchingdown?matchingup:matchingdown;
1362 +    float scale    = scaleup>scaledown?scaleup:scaledown;
1363 +    
1364 +    float sys=sqrt(matching*matching+scale*scale);
1365 +    sys/=HCentral->GetBinContent(i);
1366 +    if(HCentral->GetBinContent(i)==0) sys=0;
1367 +    Systematic->SetBinContent(i,sys);
1368 +  }
1369 +  
1370 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1371 +  kinpad->SetLogy(1);
1372 +  kinpad->cd();
1373 +  if(variable=="genMET") {
1374 +    Central.Draw("histo");
1375 +  } else {
1376 +    hdata->Draw("e1");
1377 +    Central.Draw("histo,same");
1378 +    hdata->Draw("e1,same");
1379 +  }
1380 +  
1381 +  DrawPrelim();
1382 +  
1383 +  save_with_ratio_and_sys_band( hdata, HCentral, kinpad->cd(), saveas, false, false, "data/mc",Systematic );
1384 +  
1385 +  kinpad->cd();
1386 +  tCentral->SetFillColor(kWhite);
1387 +  tCentral->SetLineColor(kBlack);
1388 +  tScaleUp->SetLineColor(kRed);
1389 +  tScaleDown->SetLineColor(kRed);
1390 +  tMatchingUp->SetLineColor(kBlue);
1391 +  tMatchingDown->SetLineColor(kBlue);
1392 +  tScaleUp->SetLineStyle(2);
1393 +  tScaleDown->SetLineStyle(3);
1394 +  tMatchingUp->SetLineStyle(2);
1395 +  tMatchingDown->SetLineStyle(3);
1396 +  
1397 +  TLegend *leg2 = make_legend();
1398 +  leg2->AddEntry(hdata,"Data","p");
1399 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1400 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1401 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1402 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1403 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1404 +  if(variable=="genMET") {
1405 +    Central.Draw("histo");
1406 +  }else {
1407 +    hdata->Draw("e1");
1408 +    Central.Draw("histo,same");
1409 +    hdata->Draw("e1,same");
1410 +  }
1411 +  tCentral->Draw("histo,same");
1412 +  tScaleUp->Draw("histo,same");
1413 +  tScaleDown->Draw("histo,same");
1414 +  tMatchingUp->Draw("histo,same");
1415 +  tMatchingDown->Draw("histo,same");
1416 +  leg2->Draw();
1417 +  
1418 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1419 +  
1420 +  gStyle->SetOptFit(0);
1421 +  
1422 +  kinpad->cd();
1423 +  kinpad->SetLogy(0);
1424 +  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1425 +  MatchingRatio->Divide(tMatchingDown);
1426 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1427 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1428 +  lone->SetLineStyle(2);
1429 +  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1430 +  ScaleRatio->Divide(tScaleDown);
1431 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1432 +  MatchingRatio->Draw("e1");
1433 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1434 +  MatchingRatio->Fit("QP1","R");
1435 +  lone->Draw();
1436 +  stringstream summary;
1437 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1438 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1439 +  TText *infobox = write_title(summary.str());
1440 +  infobox->SetX(0.75);
1441 +  infobox->SetTextSize(0.03);
1442 +  infobox->SetY(0.75);
1443 +  infobox->Draw();
1444 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1445 +  kinpad->cd();
1446 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1447 +  ScaleRatio->Draw("e1");
1448 +  ScaleRatio->Fit("QP1","R");
1449 +  summary.str("");
1450 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1451 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1452 +  TText *infobox2 = write_title(summary.str());
1453 +  infobox2->SetX(0.75);
1454 +  infobox2->SetTextSize(0.03);
1455 +  infobox2->SetY(0.75);
1456 +  infobox2->Draw();
1457 +
1458 +  lone->Draw();
1459 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1460 +  
1461 +  
1462 +  delete QP1;
1463 +  delete infobox;
1464 +  delete infobox2;
1465 +  delete MatchingRatio;
1466 +  delete ScaleRatio;
1467 +  DeleteStack(ScaleUp);
1468 +  DeleteStack(ScaleDown);
1469 +  DeleteStack(MatchingUp);
1470 +  DeleteStack(MatchingDown);
1471 +  delete leg2;
1472 +  CleanLegends();
1473 +  DeleteStack(Central);
1474 +  delete Systematic;
1475 +  delete HScaleUp;
1476 +  delete HScaleDown;
1477 +  delete HMatchingUp;
1478 +  delete HMatchingDown;
1479 +  delete hdata;
1480 +  delete HCentral;
1481 +  delete ca;
1482 + }
1483 +
1484 + void QuickProduceMCSystematicPlot(string variable, int nbins, float bmin, float bmax, string label, TCut thiscut, string saveas) {
1485 +  TCanvas *ca = new TCanvas("ca","ca");
1486 +  TH1F *tScaleUp = systsamples.Draw("tScaleUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaleup"));
1487 +  TH1F *tScaleDown = systsamples.Draw("tScaleDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("scaledown"));
1488 +  TH1F *tMatchingUp = systsamples.Draw("tMatchingUp",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingup"));
1489 +  TH1F *tMatchingDown = systsamples.Draw("tMatchingDown",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("matchingdown"));
1490 +  TH1F *tCentral = systsamples.Draw("tCentral",variable,nbins,bmin,bmax,label,"events",thiscut,mc,luminosity,systsamples.FindSample("TTJets_MassiveBinDECAY_TuneZ2sta"));
1491 +  
1492 +  tScaleUp->Scale(1.0/tScaleUp->Integral());
1493 +  tScaleDown->Scale(1.0/tScaleDown->Integral());
1494 +  tMatchingDown->Scale(1.0/tMatchingDown->Integral());
1495 +  tMatchingUp->Scale(1.0/tMatchingUp->Integral());
1496 +  
1497 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1498 +  kinpad->SetLogy(1);
1499 +  kinpad->cd();
1500 +  tCentral->SetFillColor(kWhite);
1501 +  tCentral->SetLineColor(kBlack);
1502 +  tScaleUp->SetLineColor(kRed);
1503 +  tScaleDown->SetLineColor(kRed);
1504 +  tMatchingUp->SetLineColor(kBlue);
1505 +  tMatchingDown->SetLineColor(kBlue);
1506 +  tScaleUp->SetLineStyle(2);
1507 +  tScaleDown->SetLineStyle(3);
1508 +  tMatchingUp->SetLineStyle(2);
1509 +  tMatchingDown->SetLineStyle(3);
1510 +  
1511 +  TLegend *leg2 = make_legend();
1512 +  leg2->AddEntry(tCentral,"Central (ttbar)","l");
1513 +  leg2->AddEntry(tScaleUp,"ScaleUp (ttbar)","l");
1514 +  leg2->AddEntry(tScaleDown,"ScaleDown (ttbar)","l");
1515 +  leg2->AddEntry(tMatchingUp,"MatchingUp (ttbar)","l");
1516 +  leg2->AddEntry(tMatchingDown,"MatchingDown (ttbar)","l");
1517 +  
1518 +  tCentral->Draw("histo");
1519 +  tScaleUp->Draw("histo,same");
1520 +  tScaleDown->Draw("histo,same");
1521 +  tMatchingUp->Draw("histo,same");
1522 +  tMatchingDown->Draw("histo,same");
1523 +  leg2->Draw();
1524 +  
1525 +  CompleteSave(kinpad,saveas+"__TTbarComparison");
1526 +  
1527 +  gStyle->SetOptFit(0);
1528 +  
1529 +  kinpad->cd();
1530 +  kinpad->SetLogy(0);
1531 +  TH1F *MatchingRatio = (TH1F*)tMatchingUp->Clone("MatchingRatio");
1532 +  MatchingRatio->Divide(tMatchingDown);
1533 +  TLine *lone = new TLine(tScaleUp->GetBinLowEdge(1),1,tScaleUp->GetBinLowEdge(tScaleUp->GetNbinsX())+tScaleUp->GetBinWidth(tScaleUp->GetNbinsX()),1);
1534 +  lone->SetLineColor(TColor::GetColor("#01DF01"));
1535 +  lone->SetLineStyle(2);
1536 +  TH1F *ScaleRatio = (TH1F*)tScaleUp->Clone("ScaleRatio");
1537 +  ScaleRatio->Divide(tScaleDown);
1538 +  MatchingRatio->GetYaxis()->SetRangeUser(0,3);
1539 +  MatchingRatio->Draw("e1");
1540 +  TF1 *QP1 = new TF1("QP1","[0]+[1]*x",50,200);//simple linear function ranging from 50 to 200
1541 +  MatchingRatio->Fit("QP1","RQ");
1542 +  lone->Draw();
1543 +  stringstream summary;
1544 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1545 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1546 +  TText *infobox = write_title(summary.str());
1547 +  infobox->SetX(0.75);
1548 +  infobox->SetTextSize(0.03);
1549 +  infobox->SetY(0.75);
1550 +  infobox->Draw();
1551 +  CompleteSave(kinpad,saveas+"__TTbarComparison_MatchingUpDividedMatchingDown");
1552 +  kinpad->cd();
1553 +  ScaleRatio->GetYaxis()->SetRangeUser(0,3);
1554 +  ScaleRatio->Draw("e1");
1555 +  ScaleRatio->Fit("QP1","RQ");
1556 +  summary.str("");
1557 +  summary << " #splitline{Fit result for f(x) = a+bx :}{#splitline{a=" << DigitsAfterComma(QP1->GetParameter(0),4) << " +/- " << DigitsAfterComma(QP1->GetParError(0),4) << "}{b=" << DigitsAfterComma(QP1->GetParameter(1),4);
1558 +  summary << " +/- " << DigitsAfterComma(QP1->GetParError(1),4) << "}}";
1559 +  TText *infobox2 = write_title(summary.str());
1560 +  infobox2->SetX(0.75);
1561 +  infobox2->SetTextSize(0.03);
1562 +  infobox2->SetY(0.75);
1563 +  infobox2->Draw();
1564 +
1565 +  lone->Draw();
1566 +  CompleteSave(kinpad,saveas+"__TTbarComparison_ScaleUpDividedScaleDown");
1567 +  
1568 +  delete tScaleUp;
1569 +  delete tScaleDown;
1570 +  delete tCentral;
1571 +  delete tMatchingUp;
1572 +  delete tMatchingDown;
1573 +  delete QP1;
1574 +  delete infobox;
1575 +  delete infobox2;
1576 +  delete MatchingRatio;
1577 +  delete ScaleRatio;
1578 +  delete leg2;
1579 +  CleanLegends();
1580 +  delete ca;
1581 + }
1582 +
1583 + void ProduceMCSystematicPlots() {
1584 +  cout << "Getting ready to produce systematic plots " << endl;
1585 +  TCut cutweightBKP = cutWeight;
1586 +  
1587 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor");
1588 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor");  
1589 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor");
1590 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor");
1591 +  
1592 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE");
1593 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE");  
1594 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass");
1595 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass");  
1596 +  
1597 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE");
1598 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE");
1599 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass");
1600 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass");
1601 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_SameFlavor");
1602 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/ETH_OppositeFlavor");
1603 +  
1604 +  
1605 +  
1606 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1607 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1608 +  cutWeight="1.0";
1609 +  
1610 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1611 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");  
1612 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1613 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
1614 +  
1615 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE__NOPURW");
1616 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE__NOPURW");
1617 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/ETH_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1618 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/ETH_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1619 +  
1620 +  
1621 +  // --------------------------------------    ***** AACHEN *****      --------------------------------------    
1622 +  
1623 +  
1624 +  cutWeight=cutweightBKP;
1625 +  TCut essentialcutBKP = essentialcut;
1626 +  cout << (const char*) essentialcut << endl;
1627 +  
1628 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"pt2>20","pt2>10")).c_str());
1629 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1630 +  essentialcut = TCut((ReplaceAll((const char*)essentialcut,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1631 +  
1632 +  TCut cutnJetsBKP = cutnJets;
1633 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pt2>20","pt2>10")).c_str());
1634 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"pfJetGoodNum40>=3","pfJetGoodNum40>=2")).c_str());
1635 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta2)<1.4","abs(eta2)<2.4")).c_str());
1636 +  cutnJets = TCut((ReplaceAll((const char*)cutnJets,"abs(eta1)<1.4","abs(eta1)<2.4")).c_str());
1637 +  
1638 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor");
1639 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor");  
1640 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor");
1641 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor");
1642 +  
1643 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE");
1644 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE");  
1645 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1646 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");  
1647 +  
1648 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE");
1649 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE");
1650 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass");
1651 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass");
1652 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSSF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_SameFlavor");
1653 +  QuickProduceMCSystematicPlot("pfJetGoodNum40",8,-0.5,7.5,"NJets",cutOSOF&&cutnJets&&TCut("mll>20&&mll<70&&met[4]>100"),"MCSystPlots/NJets/Aachen_OppositeFlavor");
1654 +  
1655 +  
1656 +  
1657 +  cout << "Kicking cutWeight  " << (const char*) cutWeight << endl;
1658 +  cout << "Keeping OSSF cut " << (const char*)cutOSSF << endl;
1659 +  cutWeight="1.0";
1660 +  
1661 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1662 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");  
1663 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1664 +  QuickProduceMCSystematicPlot("genMET",20,0,200,"genMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/genMET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");  
1665 +  
1666 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE__NOPURW");
1667 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>20&&mll<70"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE__NOPURW");
1668 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSSF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_SameFlavor_INCLUSIVE_HighMass__NOPURW");
1669 +  QuickProduceMCSystematicPlot("met[4]",20,0,200,"PFMET [GeV]",cutOSOF&&TCut("mll>120"),"MCSystPlots/MET/Aachen_OppositeFlavor_INCLUSIVE_HighMass__NOPURW");
1670 +  
1671 +  cutnJets  = cutnJetsBKP;
1672 +  cutWeight = cutweightBKP;
1673 +  essentialcut = essentialcutBKP;
1674 + }
1675 +
1676 + void MakeTauPlot(string label, TCut pcut, string filename, bool TauOnly) {
1677 +  TCut cut=pcut&&basiccut;
1678 +  string variable="mll";
1679 +  string xlabel="m_{ll} [GeV]";
1680 +  int nbins=40;
1681 +  float min=0;
1682 +  float max=200;
1683 +
1684 +  TCanvas *ckin = new TCanvas("ckin","Kinematic Plots (in the making)",600,600);
1685 +  TH1F *datahistoSF = allsamples.Draw("datahistoSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity);
1686 +  TH1F *datahistoOF = allsamples.Draw("datahistoOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity);
1687 +  TH1F *tauSF = allsamples.Draw("tauSF",variable,nbins,min,max, xlabel, "events",cut&&cutOSSF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1688 +  TH1F *tauOF = allsamples.Draw("tauOF",variable,nbins,min,max, xlabel, "events",cut&&cutOSOF,data,luminosity,systsamples.FindSample("DYToTauTau"));
1689 +  datahistoSF->SetMarkerSize(DataMarkerSize);
1690 +  datahistoSF->SetMaximum(1.3*datahistoSF->GetMaximum());
1691 +  datahistoOF->SetMarkerSize(DataMarkerSize);
1692 +  datahistoOF->SetMaximum(1.3*datahistoOF->GetMaximum());
1693 +
1694 +  THStack mcstackSF   = allsamples.DrawStack("mcstackSF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSSF,mc,luminosity);
1695 +  THStack mcstackOF   = allsamples.DrawStack("mcstackOF",  variable,nbins,min,max,xlabel,"events",cut&&cutOSOF,mc,luminosity);
1696 +  datahistoSF->Draw("e1");
1697 +  ckin->Update();
1698 +  mcstackSF.Draw("histo,same");
1699 +  
1700 +  datahistoSF->Draw("same,e1");
1701 +  TLegend *kinleg = allsamples.allbglegend();
1702 +  kinleg->Draw();
1703 +  
1704 +  TPad *kinpad = new TPad("kinpad","kinpad",0,0,1,1);
1705 +  kinpad->cd();
1706 +  datahistoSF->Draw("e1");
1707 +  mcstackSF.Draw("histo,same");
1708 +  datahistoSF->Draw("same,e1");
1709 +  datahistoSF->Draw("same,axis");
1710 +  kinleg->Draw();
1711 +  DrawPrelim();
1712 +  Save_With_Ratio(datahistoSF,mcstackSF,kinpad->cd(),filename+"__SF_mc");
1713 +  
1714 +  kinpad->cd();
1715 +  datahistoOF->Draw("e1");
1716 +  mcstackOF.Draw("histo,same");
1717 +  datahistoOF->Draw("same,e1");
1718 +  datahistoOF->Draw("same,axis");
1719 +  kinleg->Draw();
1720 +  DrawPrelim();
1721 +  Save_With_Ratio(datahistoOF,mcstackOF,kinpad->cd(),filename+"__OF_mc");
1722 +  
1723 +  kinpad->cd();
1724 +  tauSF->Draw("e1");
1725 +  tauOF->Draw("histo,same");
1726 +  tauSF->Draw("e1,same");
1727 +  TLegend *legtau = make_legend();
1728 +  legtau->AddEntry(tauSF,"DY->#tau#tau, SF","p");
1729 +  legtau->AddEntry(tauSF,"DY->#tau#tau, OF","l");
1730 +  legtau->Draw();
1731 +  DrawPrelim();
1732 +  Save_With_Ratio(tauSF,tauOF,kinpad->cd(),filename+"__Tau_SF_vs_OF");
1733 +  
1734 +  delete datahistoSF;
1735 +  delete datahistoOF;
1736 +  delete tauSF;
1737 +  delete tauOF;
1738 +  delete kinpad;
1739 +  delete ckin;
1740 +  CleanLegends();
1741 + }
1742 +  
1743 +
1744 + void TauQuestion() {
1745 + //   MakeTauPlot("MET>100 GeV, #geq 3 jets",cutnJets&&TCut("met[4]>100"),"TauQ/MET100_3Jets",true);
1746 + //   MakeTauPlot("MET>100 GeV",TCut("met[4]>100"),"TauQ/MET100",true);
1747 + //   MakeTauPlot("MET>0 GeV",TCut("met[4]>0"),"TauQ/MET0",true);
1748 +  MakeTauPlot("b-tag veto, 50<MET<100",TCut("pfJetGoodNumBtag30==0&&met[4]>50&&met[4]<100"),"TauQ/ControlPlots",false);
1749 + }
1750 +
1751   void do_kinematic_plots(string mcjzb, string datajzb, bool doPF=false)
1752   {
1753 + //  switch_overunderflow(true);
1754    bool dolog=true;
1755    bool nolog=false;
1756 +
1757 +  bool doOFSF = true;
1758 +  bool doKin  = true;
1759 +  bool doDataComp = false;
1760 +  bool MakeTwoThreeJetComparison = false;
1761 +  
1762 +
1763    if(doPF) write_warning(__FUNCTION__,"Please use caution when trying to produce PF plots; not all versions of the JZB trees have these variables!");
1764    float mll_low=50;
1765    float mll_hi=160;
1766    if(!PlottingSetup::RestrictToMassPeak) {
1767          mll_low=20;
1768 <        mll_hi=210;
1768 >        mll_hi=320;
1769    }
1770    
1771 <  make_kin_plot("met[4]","",40,0,200,dolog,"MET [GeV]","met",doPF,true);
1772 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1773 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
1774 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
1775 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
1776 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
1777 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
1778 <  make_kin_plot("mll","",(int)((mll_hi-mll_low)),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
1779 <  make_kin_plot("mll","",(int)((mll_hi-mll_low))/2,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
1780 <  make_kin_plot("mll","",(int)((350-mll_low)),mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
1781 <  make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
1782 < //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
1783 < //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
1784 <  make_kin_plot("pt","",50,0,400,dolog,"Z p_{T} [GeV]","Zpt",doPF);
1785 <  make_kin_plot("pt1","",50,0,100,nolog,"p_{T} [GeV]","pt1",doPF);
1786 <  make_kin_plot("pt2","",50,0,100,nolog,"p_{T} [GeV]","pt2",doPF);
1787 <  make_kin_plot("eta1","",40,-5,5,nolog,"#eta_{l}","eta",doPF);
1788 <  make_kin_plot("jzb[1]","",100,-150,150,dolog,"JZB [GeV]","jzb_ossf",doPF);
1789 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets",doPF);
1790 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
1791 <  make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
1792 <  if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
1793 <  stringstream jzbcut;
1794 <  jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
1795 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1796 <  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);
1797 <  make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
1798 <  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);
1799 <  stringstream jzbcut2;
1800 <  jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
1801 <  make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
1802 <  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);
1803 <  stringstream jzbcut3;
1804 <  jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
1805 <  make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
1806 <  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);
1807 <  
1808 <  make_special_obs_pred_mll_plot(mcjzb,0);
1809 <  make_special_obs_pred_mll_plot(mcjzb,50);
1810 <  make_special_obs_pred_mll_plot(mcjzb,100);
1811 <  make_special_obs_pred_mll_plot(mcjzb,150);
1812 <  make_special_obs_pred_mll_plot(mcjzb,200);
1813 <  make_special_obs_pred_mll_plot(mcjzb,250);
1771 >  if(MakeTwoThreeJetComparison) MakeElegantTwoThreeComparisons();
1772 >  
1773 >  //TauQuestion();
1774 >
1775 >  //ProduceJanPlots();
1776 >  ProduceMCSystematicPlots();
1777 >  assert(0);
1778 > //  make_plain_kin_plot("pt",Cut2Str(cutOSSF&&TCut("mll>20&&pfJetGoodNumBtag30>=2")),40,0,200,nolog,"Z p_{T}","PlotForKostas",doPF,true);
1779 >  
1780 >  if ( doOFSF ) {
1781 >     make_OFSF_plots("mll", "met[4]>100", 60, 20., 320., false, "m_{ll}", "mll");
1782 >     make_OFSF_plots("met[4]", "met[4]>100", 30, 100., 400., false, "PFMET", "met");
1783 >     make_OFSF_plots("leptonNum", "met[4]>100", 3, 2, 5., false, "N(leptons)", "NLeptons");
1784 >
1785 >     make_OFSF_plots("pfJetGoodNum40", "met[4]>100",                        7, 3, 10, true, "#(jets)", "njets");
1786 >     make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30==0", 7, 3, 10, true, "#(jets)", "njets_btagVeto");
1787 >     make_OFSF_plots("pfJetGoodNum40", "met[4]>100&&pfJetGoodNumBtag30>0",  7, 3, 10, true, "#(jets)", "njets_AtLeastOneBJet30");
1788 >
1789 >     make_OFSF_plots("pfJetGoodNumBtag30", "met[4]>100", 5, 0, 5, true, "#(b-jets)", "nbjets");
1790 >     make_OFSF_plots("pfJetGoodPtBtag[0]", "met[4]>100&&pfJetGoodNumBtag30>0", 20, 0, 400, true, "p_{T}(leading b-jet)", "ptb1");
1791 >
1792 >     make_OFSF_plots("iso1", "met[4]>100", 20, 0, 0.3, true, "lepton 1 isolation", "iso1");
1793 >     make_OFSF_plots("iso2", "met[4]>100", 20, 0, 0.3, true, "lepton 2 isolation", "iso2");
1794 >     make_OFSF_plots("pt1",  "met[4]>100", 30, 0., 300., true, "p_{T,1}", "pt1");
1795 >     make_OFSF_plots("pt2",  "met[4]>100", 22, 0., 220., true, "p_{T,2}", "pt2");
1796 >     make_OFSF_plots("eta1", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{1}", "eta1", 0.15);
1797 >     make_OFSF_plots("eta2", "met[4]>100", 10, -2.5, 2.5, false, "#eta_{2}", "eta2", 0.15);
1798 >     make_OFSF_plots("phi1", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{1}", "phi1", 0.2);
1799 >     make_OFSF_plots("phi2", "met[4]>100", 10, -TMath::Pi(), TMath::Pi(), false, "#phi_{2}", "phi2", 0.2);
1800 >     make_OFSF_plots("pfJetGoodPt[0]/pfJetGoodPt[1]", "met[4]>100", 20, 1, 10, true, "pt_{j}^{1}/pt_{j}^{2}", "jpt1pt2", 0.2);
1801 >     make_OFSF_plots("TMath::Abs(pfJetDphiMet[0])", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(jet1,MET)|", "dphij1met", 0.2);
1802 >    make_OFSF_plots("TMath::Abs(dphi)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,l2)|", "dphi", 0.2);
1803 >    make_OFSF_plots("TMath::Abs(dphiMet1)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l1,MET)|", "dphiMet1", 0.2);
1804 >    make_OFSF_plots("TMath::Abs(dphiMet2)", "met[4]>100", 16, 0, 3.2, false, "|#Delta#phi(l2,MET)|", "dphiMet2", 0.2);
1805 >    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");
1806 >    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");
1807 >    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");
1808 >    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");
1809 >  }
1810 >
1811 >  if ( doDataComp) {
1812 >    TCut mllCut("");
1813 >    float massmin = 15.;
1814 >    float massmax = 315;
1815 >    int massnbins = 60;
1816 > /*    if ( !PlottingSetup::openBox ) {
1817 >      mllCut = "mll>70";
1818 >      massmin = 120;
1819 >      massmax = 360;
1820 >      massnbins = 14;
1821 >    }*/
1822 >
1823 >    TCut cutSignal = cutmass&&cutnJets&&"met[4]>100";
1824 >    
1825 >    make_data_comparison_plot("numVtx", "",40, -0.5, 39.5,-1., true, "N(Vertices)", "numVtx");
1826 >    make_data_comparison_plot("pfJetGoodEta[0]", "",50, -3.0, 3.0,-1., true, "N(Jets)", "pfJetGoodEta0");
1827 >    
1828 >    
1829 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF,10, -0.5, 9.5,-1., true, "N(Jets)", "njets_OF");
1830 >    make_data_comparison_plot("met[4]", cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_inclusive");
1831 >    make_data_comparison_plot("met[1]", cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_inclusive");
1832 >    make_data_comparison_plot("met[4]", cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_inclusive");
1833 >    make_data_comparison_plot("met[1]", cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_inclusive");
1834 >    
1835 >    make_data_comparison_plot("met[4]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "pfMET", "met_SF_exclusive");
1836 >    make_data_comparison_plot("met[1]", cutnJets&&cutOSSF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_SF_exclusive");
1837 >    make_data_comparison_plot("met[4]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "pfMET", "met_OF_exclusive");
1838 >    make_data_comparison_plot("met[1]", cutnJets&&cutOSOF,60, 0., 300.,-1., true, "type 1 corrected pfMET", "mett1_OF_exclusive");
1839 >
1840 >  
1841 >    string basiccutsaved = (const char*)basiccut;
1842 >    
1843 >    string newbasiccut=basiccutsaved;
1844 >    
1845 >    size_t found;
1846 >    found = newbasiccut.find( "pt2>20" );
1847 >    while (found!=string::npos){
1848 >      newbasiccut.replace( found, string( "pt2>20" ).length(), "pt2>10" );
1849 >      found = newbasiccut.find( "pt2>20" );
1850 >    }
1851 >    basiccut=TCut(newbasiccut.c_str());
1852 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSSF,60, 0., 300.,-1., false, "mll", "mll_SF_Aachen_pt2010_met");
1853 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[4]>150")&&cutOSOF,60, 0., 300.,-1., false, "mll", "mll_OF_Aachen_pt2010_met");
1854 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_Aachen_pt2010_t1cpfmet");
1855 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=2&&met[1]>150")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_Aachen_pt2010_t1cpfmet");
1856 >    basiccut=TCut(basiccutsaved.c_str());
1857 >    
1858 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF, 8, 0., 8.,-1., true, "#(jets)", "njets_SF");
1859 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF, 8, 0., 8.,-1., true, "#(jets)", "njets_OF");
1860 >    
1861 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_met");
1862 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[4]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_met");
1863 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSSF,60, 0., 300.,-1., true, "mll", "mll_SF_ETH_t1cpfmet");
1864 >    make_data_comparison_plot("mll", TCut("pfJetGoodNum40>=3&&met[1]>100")&&cutOSOF,60, 0., 300.,-1., true, "mll", "mll_OF_ETH_t1cpfmet");
1865 >
1866 >    
1867 >    make_data_comparison_plot("mll", cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive");
1868 >    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_ee");
1869 >    make_data_comparison_plot("mll", cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_inclusive_mm");
1870 >    make_data_comparison_plot("mll", cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_inclusive");
1871 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==0"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_ee");
1872 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF&&TCut("id1==1"),60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive_mm");
1873 >    make_data_comparison_plot("mll", cutnJets&&cutOSSF,60, 15., 315.,-1., true, "m_{ll}", "mll_SF_exclusive");
1874 >    make_data_comparison_plot("mll", cutnJets&&cutOSOF,60, 15., 315.,-1., true, "m_{ll}", "mll_OF_exclusive");
1875 >
1876 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig");
1877 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1878 >    
1879 >    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSSF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_central");
1880 >    make_data_comparison_plot("mll", TCut("abs(eta1)<1.4&&abs(eta2)<1.4") && cutOSOF&&cutSignal&&mllCut,           massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_central");
1881 >    
1882 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_btagVeto");
1883 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30==0", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_btagVeto");
1884 >    
1885 >    make_data_comparison_plot("mll", cutOSSF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_sig_AtLeastOneBJet");
1886 >    make_data_comparison_plot("mll", cutOSOF&&cutSignal&&mllCut&&"pfJetGoodNumBtag30>0",  massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig_AtLeastOneBJet");
1887 >
1888 >
1889 >    make_data_comparison_plot("mll", mllCut&&cutOSOF&&cutSignal, massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_sig");
1890 >    make_data_comparison_plot("mll", cutmass&&cutOSSF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_SF_CR");
1891 >    make_data_comparison_plot("mll", cutmass&&cutOSOF&&"met[4]>100&&met[4]<150&&pfJetGoodNum40==2", massnbins, 15., 315.,-1., false, "m_{ll}", "mll_OF_CR");
1892 >
1893 >    make_data_comparison_plot("pfJetGoodNum40", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_SF_sig");
1894 >    make_data_comparison_plot("pfJetGoodNum40", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(jets)", "njets_OF_sig");
1895 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSSF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_SF_sig");
1896 >    make_data_comparison_plot("pfJetGoodNumBtag30", cutOSOF&&cutSignal&&mllCut, 8, 0., 8.,-1., false, "#(b-jets)", "nbjets_OF_sig");
1897 >
1898 >  }
1899 >
1900 >
1901 >  if ( doKin ) {
1902 >    string mllCut("");
1903 >    /*
1904 >    
1905 >  
1906 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_0j",doPF,true);
1907 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_1j",doPF,true);
1908 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_2j",doPF,true);
1909 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_30to70_3j",doPF,true);
1910 >
1911 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_0j",doPF,true);
1912 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_1j",doPF,true);
1913 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_2j",doPF,true);
1914 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/MET_OF_Z_3j",doPF,true);
1915 >
1916 >
1917 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets),120,0,1200,dolog,"H_{T}","HT_3jets_OF",doPF,true);
1918 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF",doPF,true);
1919 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSOF&&cutnJets&&TCut("met[4]>100")),120,0,1200,dolog,"H_{T}","HT_3jets_OF_MET100",doPF,true);
1920 >    make_plain_kin_plot("pfTightHT",Cut2Str(cutOSSF&&cutnJets&&TCut("met[4]>100")) ,120,0,1200,dolog,"H_{T}","HT_3jets_SF_MET100",doPF,true);
1921 >
1922 >    
1923 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_0j",doPF,true);
1924 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_1j",doPF,true);
1925 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_2j",doPF,true);
1926 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_30to70_3j",doPF,true);
1927 >
1928 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_0j",doPF,true);
1929 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_1j",doPF,true);
1930 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_2j",doPF,true);
1931 >    make_plain_kin_plot("met[1]",Cut2Str(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),40,0,400,dolog,"PFMET","Debunking/T1MET_OF_Z_3j",doPF,true);
1932 >
1933 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70",doPF,true);
1934 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70",doPF,true);
1935 >    
1936 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120",doPF,true);
1937 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&cutnJets&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120",doPF,true);
1938 >    
1939 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_SF_20to70___2jetsonly",doPF,true);
1940 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>20&&mll<70")),50,0,300,dolog,"PFMET","MET_OF_20to70___2jetsonly",doPF,true);
1941 >    
1942 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSSF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_SF_above120___2jetsonly",doPF,true);
1943 >    make_plain_kin_plot("met[4]",Cut2Str(cutOSOF&&TCut("pfJetGoodNum40==2")&&TCut("mll>120")),50,0,300,dolog,"PFMET","MET_OF_above120___2jetsonly",doPF,true);
1944 >
1945 >    
1946 >    make_kin_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","",45,1,10,dolog,"pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",doPF,true);
1947 >    make_kin_plot("TMath::Abs(pfJetDphiMet[0])","",32,0,3.2,nolog,"|#Delta#phi(jet1,MET)|","dphiJ1MET",doPF,true);
1948 >    // Plots in signal region
1949 >    make_kin_plot("met[4]","",70,0,350,dolog,"MET [GeV]","met",doPF,true);
1950 >
1951 >
1952 >    make_kin_plot("MetFactor","",20,0,2,nolog,"MetFactor","MetFactor",doPF,true);
1953 >    
1954 >    make_ttbar_comparison("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j__ALLMCSAMPLES");
1955 >     */
1956 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_30to70_0j");
1957 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_30to70_1j");
1958 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_30to70_2j");
1959 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_30to70_3j");
1960 >
1961 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_SF_30to70_0j");
1962 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_SF_30to70_1j");
1963 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_SF_30to70_2j");
1964 >    DoMCSystPlot("met[4]",40,0,400,(cutOSSF&&TCut("mll>30&&mll<70&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_SF_30to70_3j");
1965 >
1966 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==0")),dolog,"PFMET","Debunking/MET_OF_Z_0j");
1967 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfJetGoodNum40==1")),dolog,"PFMET","Debunking/MET_OF_Z_1j");
1968 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==2")),dolog,"PFMET","Debunking/MET_OF_Z_2j");
1969 >    DoMCSystPlot("met[4]",40,0,400,(cutOSOF&&TCut("mll>80&&mll<100&&pfTightHT>100&&pfJetGoodNum40==3")),dolog,"PFMET","Debunking/MET_OF_Z_3j");
1970 >
1971 >    
1972 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll");
1973 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==0"),dolog,"m_{ll} [GeV]","kinSys/mll_ee");
1974 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSSF&&TCut("id1==1"),dolog,"m_{ll} [GeV]","kinSys/mll_mm");
1975 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutnJets&&cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_osof");
1976 >
1977 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSSF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive");
1978 >    DoMCSystPlot("mll", (int)((mll_hi-mll_low)/5),mll_low,mll_hi,cutOSOF,dolog,"m_{ll} [GeV]","kinSys/mll_inclusive_osof");
1979 >
1980 >    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSSF,dolog,"nJets","kinSys/nJets_ossf");
1981 >    DoMCSystPlot("pfJetGoodNum40", 9,-0.5,8.5,cutOSOF,dolog,"nJets","kinSys/nJets_osof");
1982 >    
1983 >    DoMCSystPlot("pfJetGoodPt[0]/pfJetGoodPt[1]",45,1,10,cutnJets&&cutOSSF,dolog,"p_{T}^{J1} / p_{T}^{J2}","kinSys/j1j2ratio");
1984 >    DoMCSystPlot("TMath::Abs(pfJetDphiMet[0])",32,0,3.2,cutnJets&&cutOSSF,dolog,"|#Delta#phi(jet1,MET)|","kinSys/dphiJ1MET");
1985 >    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSSF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_SFZP");
1986 >    DoMCSystPlot(datajzb,mcjzb, (int)((PlottingSetup::jzbHigh+110)/10),-110,PlottingSetup::jzbHigh,cutnJets&&cutOSOF&&Restrmasscut,dolog,"m_{ll} [GeV]","kinSys/jzb_OS_OFZP");
1987 >
1988 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll",doPF,true);
1989 >    make_kin_plot("mll","mll>20",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof",doPF,true,true);
1990 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee",doPF,true);
1991 >    make_kin_plot("mll","mll>20"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm",doPF,true);
1992 >    
1993 >    make_kin_plot("pfJetGoodNum40",mllCut,9,-0.5,8.5,dolog,"nJets","nJets",doPF);
1994 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof",doPF);
1995 >    
1996 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_met100",doPF,true);
1997 >    make_kin_plot("mll","mll>20&&met[4]>100",(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_osof_met100",doPF,true,true);
1998 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_ee_met100",doPF,true);
1999 >    make_kin_plot("mll","mll>20&&met[4]>100"+mllCut,(int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_mm_met100",doPF,true);
2000 >    
2001 >    
2002 >    make_kin_plot("pfJetGoodNum40","met[4]>100"+mllCut,9,-0.5,8.5,dolog,"nJets","nJets_met100",doPF);
2003 >    make_kin_plot("pfJetGoodNum40","met[4]>100",9,-0.5,8.5,dolog,"nJets","nJets_osof_met100",doPF);
2004 >
2005 >    // Further inclusive invariant mass plots
2006 >    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive",doPF,true);
2007 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_ee",doPF,true);
2008 >    make_kin_plot("mll","",(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_mm",doPF,true);
2009 >    make_kin_plot("mll",mllCut,(int)((mll_hi-mll_low))/5,mll_low,mll_hi,dolog,"m_{ll} [GeV]","mll_inclusive_osof",doPF,true);
2010 >    
2011 >    make_kin_plot("mll","",(int)((350-mll_low))/5,mll_low,350,dolog,"m_{ll} [GeV]","mll_inclusive_highrange",doPF);
2012 >    //if(!doPF) make_special_mll_plot((int)((mll_hi-mll_low)/5),mll_low,mll_hi,dolog,"m_{ll} [GeV]");
2013 >    
2014 >    
2015 >    // Number of jets
2016 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_inclusive",doPF);
2017 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_osof_inclusive",doPF);
2018 >    make_kin_plot("pfJetGoodNum40","",9,-0.5,8.5,dolog,"nJets","nJets_nocuts_except_mll_ossf",doPF);
2019 >    
2020 >    // Others
2021 >    make_kin_plot("numVtx","",(int)(30.5-(-0.5)),-0.5,30.5,nolog,"N(Vtx)","numVtx",doPF);
2022 >    //  make_kin_plot("jetpt[0]","",40,0,200,dolog,"leading jet p_{T} [GeV]","pfJetGoodPt_0",doPF);
2023 >    //  make_kin_plot("jeteta[0]","",40,-5,5,nolog,"leading jet #eta","pfJetGoodEta_0",doPF);
2024 >    make_kin_plot("pt","",50,0,500,dolog,"Z p_{T} [GeV]","Zpt",doPF);
2025 >    make_kin_plot("pt1","",50,0,200,nolog,"p_{T} [GeV]","pt1",doPF);
2026 >    make_kin_plot("pt2","",50,0,200,nolog,"p_{T} [GeV]","pt2",doPF);
2027 >    make_kin_plot("eta1","",40,-3,3,nolog,"#eta_{l}","eta",doPF);
2028 >    make_kin_plot("jzb[1]","",100,-150,200,dolog,"JZB [GeV]","jzb_ossf",doPF);
2029 >    //   stringstream jzbcut;
2030 >    //   jzbcut << "((is_data&&("<<datajzb<<")>100)||(!is_data&&("<<mcjzb<<")>100))";
2031 >    //   make_kin_plot("mll",jzbcut.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB100",doPF,true);
2032 >    //   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);
2033 >    //   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);
2034 >    //   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);
2035 >    //   stringstream jzbcut2;
2036 >    //   jzbcut2 << "((is_data&&("<<datajzb<<")>150)||(!is_data&&("<<mcjzb<<")>150))";
2037 >    //   make_kin_plot("mll",jzbcut2.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB150",doPF,true);
2038 >    //   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);
2039 >    //   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);
2040 >    //   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);
2041 >    //   stringstream jzbcut3;
2042 >    //   jzbcut3 << "((is_data&&("<<datajzb<<")>50)||(!is_data&&("<<mcjzb<<")>50))";
2043 >    //   make_kin_plot("mll",jzbcut3.str(),(int)((mll_hi-mll_low)/5),mll_low,mll_hi,nolog,"m_{ll} [GeV]","mll_aboveJZB50",doPF,true);  
2044 >    //   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);
2045 >    //   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);  
2046 >    //   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);  
2047 >    
2048 >    //   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);
2049 >    //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);
2050 >    //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);
2051 >  }
2052 >    
2053 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,0);
2054 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,50);
2055 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,80);
2056 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,100);
2057 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,150);
2058 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,200);
2059 >   make_special_obs_pred_mll_plot(datajzb,mcjzb,250);
2060 >
2061 >   make_JES_plot(cutmass&&cutOSSF&&basiccut,"_ossf");
2062 >   make_JES_plot(cutmass&&cutOSOF&&basiccut,"_osof");
2063 >
2064 >  switch_overunderflow(false);
2065   }
2066  
2067   void make_comp_plot( string var, string xlabel, string filename, float jzbcut, string mcjzb, string datajzb,
2068                       int nbins, float xmin, float xmax, bool log,
2069                       float ymin=0, float ymax=0, bool leftJustified=false ) {
2070 <      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2070 >  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- WATCH OUT: the argument in the function changed!
2071  
2072    TCut weightbackup=cutWeight;//backing up the correct weight (restoring below!)
2073    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__));
2074 <  if(var=="numVtx") cutWeight=TCut("1.0");
2074 >  //if(var=="numVtx") cutWeight=TCut("1.0");
2075    TCut jzbData[]= { TCut(TString(datajzb+">"+any2string(jzbcut))),TCut(TString(datajzb+"<-"+any2string(jzbcut))) };
2076    TCut jzbMC[]  = { TCut(TString(mcjzb+">"+any2string(jzbcut))),TCut(TString(mcjzb+"<-"+any2string(jzbcut))) };
2077  
2078    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- below: the next ~20 lines changed!
2079    int nRegions=4;
2080 <  if(!PlottingSetup::RestrictToMassPeak) {
2080 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
2081      nRegions=2;
2082    }
2083    
# Line 592 | Line 2095 | void make_comp_plot( string var, string
2095        TCanvas *ccomp = new TCanvas("ccomp","Comparison plot",600,400);
2096        ccomp->SetLogy(log);
2097        TH1F *datahisto = allsamples.Draw("datahisto",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity);
2098 <      TH1F *lm4histo = signalsamples.Draw("lm4histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbData[ijzb],data,luminosity,signalsamples.FindSample("LM4"));
2098 >      TH1F *lm3histo  = signalsamples.Draw("lm3histo",   var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],data,luminosity,signalsamples.FindSample("LM3"));
2099        THStack mcstack = allsamples.DrawStack("mcstack",var,nbins,xmin,xmax,xlabel,"events",kRegions[iregion]&&jzbMC[ijzb],  mc,  luminosity);
2100        datahisto->SetMarkerSize(DataMarkerSize);
2101        if (ymax>ymin) datahisto->SetMaximum(ymax);
2102 <      lm4histo->SetLineStyle(2);
2102 >      lm3histo->SetLineStyle(2);
2103        datahisto->Draw("e1");
2104 <      mcstack.Draw("same");
2104 >      mcstack.Draw("histo,same");
2105        datahisto->Draw("same,e1");
2106 < //      lm4histo->Draw("hist,same");
2106 >      lm3histo->Draw("hist,same");
2107        TLegend *kinleg = allsamples.allbglegend((sRegions[iregion]+(ijzb?"neg":"pos")).c_str());
2108        if ( leftJustified ) {
2109          Float_t w = kinleg->GetX2()-kinleg->GetX1();
2110          kinleg->SetX1(0.2);
2111          kinleg->SetX2(0.2+w);
2112        }
2113 < //      kinleg->AddEntry(lm4histo,"LM4","l");
2113 >      kinleg->AddEntry(lm3histo,"LM3","l");
2114        kinleg->Draw();
2115        TText* write_variable = write_text(0.99,0.01,var);
2116        write_variable->SetTextAlign(31);
# Line 616 | Line 2119 | void make_comp_plot( string var, string
2119        CompleteSave(ccomp,"compare/JZBcut_at_"+any2string(jzbcut)+"/"+filename+"/"+filename+sRegions[iregion]+(ijzb?"neg":"pos"));
2120        delete datahisto;
2121        delete ccomp;
2122 <      delete lm4histo;
2122 >      delete lm3histo;
2123      }
2124    cutWeight=weightbackup;
2125   }
# Line 628 | Line 2131 | void region_comparison_plots(string mcjz
2131  
2132   //  switch_overunderflow(true);  // switching overflow/underflow bins on
2133      
2134 <  
2134 >  switch_overunderflow(true);
2135      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- the arguments changed
2136    for(int ijzb=0;ijzb<(int)jzb_cuts.size();ijzb++) {
2137      float jzbcut=jzb_cuts[ijzb]; // Comparison plots are done for this JZB cut
2138      float mll_low=50;float mll_high=170;
2139      if(!PlottingSetup::RestrictToMassPeak) {
2140 <        mll_high=200;
2141 <        mll_low=50;
2140 >        mll_high=300;
2141 >        mll_low=20;
2142      }
2143 <    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,30,mll_low,mll_high,false,0,16.);
2143 >    make_comp_plot("pfJetGoodPt[0]/pfJetGoodPt[1]","pt_{j}^{1}/pt_{j}^{2}","j1j2ratio",jzbcut,mcjzb,datajzb,100,0,10,true);
2144 >    make_comp_plot("TMath::Abs(pfJetDphiMet[0])","|#Delta#phi(jet1,MET)|","dphiJ1MET",jzbcut,mcjzb,datajzb,32,0,3.2,false,0,0,true);
2145 >
2146 >    make_comp_plot("mll","m_{ll} [GeV]","mll",jzbcut,mcjzb,datajzb,56,mll_low,mll_high,false,0,16.);
2147      make_comp_plot("met[4]","pfMET [GeV]","pfmet",jzbcut,mcjzb,datajzb,18,0,360,false,0,16.);
2148 <    make_comp_plot("pfJetGoodNum","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2148 >    make_comp_plot("pfJetGoodNum40","#(jets)","njets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2149 >    make_comp_plot("pfJetGoodNumBtag","#(b-jets)","nBjets",jzbcut,mcjzb,datajzb,10,0,10, false,0,35.);
2150      make_comp_plot("pt","Z p_{T} [GeV]","Zpt",jzbcut,mcjzb,datajzb,26,0,525,false,0.,21.);
2151 <    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,20,0.,20.,false,0,16.);
2151 >    make_comp_plot("numVtx","#(prim. vertices)","nvtx",jzbcut,mcjzb,datajzb,40,0.,40.,false,0,16.);
2152      make_comp_plot("TMath::Abs(dphi)","#Delta#phi(leptons)","dphilep",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2153      make_comp_plot("TMath::Abs(dphi_sumJetVSZ[1])","#Delta#phi(Z,jets)","dphiZjets",jzbcut,mcjzb,datajzb,10,0.,3.1415,false,0,16.,true);
2154 +    make_comp_plot("eta1","#eta_1","eta1",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2155 +    make_comp_plot("eta2","#eta_2","eta2",jzbcut,mcjzb,datajzb,10,0.,2.5,false,0,16.);
2156    }
2157  
2158    switch_overunderflow(false); // switching overflow/underflow bins off
# Line 842 | Line 2351 | vector<TF1*> do_extended_fit_to_plot(TH1
2351   //      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)
2352    TF1 *ttbarlogpar = do_logpar_fit_to_plot(Tprediction);
2353    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2354 <  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);
2354 >  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);
2355  
2356  
2357    TF1 *ttbarlogparP = new TF1("ttbarlogparP",LogParabolaP,0,(prediction->GetXaxis()->GetBinLowEdge(prediction->GetNbinsX())+prediction->GetXaxis()->GetBinWidth(prediction->GetNbinsX())),8);
# Line 939 | Line 2448 | if you want to start from scratch (witho
2448  
2449   void do_prediction_plot(string jzb, TCanvas *globalcanvas, float high, int use_data, bool overlay_signal = false,string subdir="" )
2450   {
2451 < //  switch_overunderflow(true);
2451 >  
2452    bool is_data=false;
2453    bool use_signal=false;
2454    if(use_data==1) is_data=true;
2455    if(use_data==2) use_signal=true;
2456 <  int nbins=50;//100;
2457 <  if(is_data) nbins=50;
2456 >  int nbins=int(high/10);//100;
2457 >  if(is_data) nbins=int(high/10);
2458    float low=0;
2459 <  float hi=500;
2459 >  float hi=high;
2460 >  
2461 >  stringstream cutpositiveS;
2462 >  cutpositiveS << "(" << jzb << ">0)";
2463 >  TCut cutpositive(cutpositiveS.str().c_str());
2464 >  stringstream cutnegativeS;
2465 >  cutnegativeS << "(" << jzb << "<0)";
2466 >  TCut cutnegative(cutnegativeS.str().c_str());
2467 >  
2468    
2469    TH1F *blankback = new TH1F("blankback","blankback",int(high/10),0,high);
2470 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2471 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2472 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2473 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2470 >  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2471 >  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2472 >  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2473 >  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2474  
2475    blankback->GetXaxis()->SetTitle(RcorrJZBeemm->GetXaxis()->GetTitle());
2476    blankback->GetYaxis()->SetTitle(RcorrJZBeemm->GetYaxis()->GetTitle());
# Line 968 | Line 2485 | void do_prediction_plot(string jzb, TCan
2485    
2486    TH1F *RcorrJZBeemmNoS;
2487  
2488 <    //these are for the ratio
2489 <  
2490 <  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2491 <  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2492 <  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
976 <  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2488 >  //these are for the ratio
2489 >  TH1F *JRcorrJZBeemm   = allsamples.Draw("JRcorrJZBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2490 >  TH1F *JLcorrJZBeemm   = allsamples.Draw("JLcorrJZBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2491 >  TH1F *JRcorrJZBem     = allsamples.Draw("JRcorrJZBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2492 >  TH1F *JLcorrJZBem     = allsamples.Draw("JLcorrJZBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&cutmass&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2493    
2494    TH1F *JRcorrJZBSBem;
2495    TH1F *JLcorrJZBSBem;
2496    TH1F *JRcorrJZBSBeemm;
2497    TH1F *JLcorrJZBSBeemm;
2498    
2499 <  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);
2499 >  if(use_data==2 || overlay_signal) RcorrJZBeemmNoS = allsamples.Draw("RcorrJZBeemmNoS",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,false);
2500  
2501    
2502 <  if(PlottingSetup::RestrictToMassPeak) {
2503 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2504 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2505 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2506 <    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2502 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2503 >    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2504 >    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2505 >    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2506 >    LcorrJZBSBeemm = allsamples.Draw("LcorrJZBSBeemm",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2507      
2508      //these are for the ratio
2509 <    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2510 <    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2511 <    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2512 <    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2509 >    JRcorrJZBSBem   = allsamples.Draw("JRcorrJZBSBem",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2510 >    JLcorrJZBSBem   = allsamples.Draw("JLcorrJZBSBem",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
2511 >    JRcorrJZBSBeemm = allsamples.Draw("JRcorrJZBSBeemm",jzb.c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutpositive&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2512 >    JLcorrJZBSBeemm = allsamples.Draw("JLcorrJZBSBeemm",("-"+jzb).c_str(),PlottingSetup::global_ratio_binning, "JZB [GeV]", "events", cutnegative&&sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
2513    }
2514    
2515    TH1F *lm4RcorrJZBeemm;
2516 <  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
2516 >  if(overlay_signal || use_data == 2 || use_data == 1) lm4RcorrJZBeemm = allsamples.Draw("lm4RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutpositive&&cutmass&&cutOSSF&&cutnJets,is_data, luminosity,allsamples.FindSample("LM"));
2517    
2518    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed.
2519    
# Line 1010 | Line 2526 | void do_prediction_plot(string jzb, TCan
2526    TH1F *BpredSys = new TH1F("Bpredsys","Bpredsys",PlottingSetup::global_ratio_binning.size()-1,&PlottingSetup::global_ratio_binning[0]);
2527    ClearHisto(BpredSys);
2528      
2529 <  if(PlottingSetup::RestrictToMassPeak) {
2529 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2530      Bpred->Add(RcorrJZBem,1.0/3.);
2531      Bpred->Add(LcorrJZBem,-1.0/3.);
2532      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 1061 | Line 2577 | void do_prediction_plot(string jzb, TCan
2577    SQRT(BpredSys);
2578    BpredSys->Divide(JBpred);
2579  
1064  
2580    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak ---- prediction changed
2581    TH1F *Tpred = (TH1F*)RcorrJZBem->Clone("Bpred");
2582    Tpred->Add(LcorrJZBem,-1.0);
2583 <  if(PlottingSetup::RestrictToMassPeak) {
2583 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2584      Tpred->Add(RcorrJZBSBem,1.0);
2585      Tpred->Add(LcorrJZBSBem,-1.0);
2586      Tpred->Add(RcorrJZBSBeemm,1.0);
# Line 1114 | Line 2629 | void do_prediction_plot(string jzb, TCan
2629      Bpred->Draw("hist,same");
2630      //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2631      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
2632 <    lm4RcorrJZBeemm->Draw("hist,same");
2632 >    //lm4RcorrJZBeemm->Draw("hist,same");
2633      legBpred->AddEntry(RcorrJZBeemm,"observed","p");
2634      legBpred->AddEntry(Bpred,"predicted","l");
2635   //    legBpred->AddEntry(analytical_function[1],"predicted fit","l");
2636   //    legBpred->AddEntry(analytical_function[2],"stat. uncert.","l");
2637 <    legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2637 > //     legBpred->AddEntry(lm4RcorrJZBeemm,(allsamples.collection[allsamples.FindSample("LM")[0]].samplename).c_str(),"l");
2638      legBpred->Draw();
2639      DrawPrelim();
2640  
# Line 1129 | Line 2644 | void do_prediction_plot(string jzb, TCan
2644      Bpred->SetLineWidth(2);
2645      predcomppad->cd();
2646      predcomppad->SetLogy(1);
1132    
2647      TH1F *jzbnegative = (TH1F*)LcorrJZBeemm->Clone("jzbnegative");
2648      TH1F *sidebandsemu = (TH1F*)Bpred->Clone("sidebandsemu");
2649      sidebandsemu->Add(jzbnegative,-1);
# Line 1151 | Line 2665 | void do_prediction_plot(string jzb, TCan
2665   //    lm4RcorrJZBeemm->SetLineColor(kOrange+1);
2666      lm4RcorrJZBeemm->SetLineWidth(2);
2667      //lm4RcorrJZBeemm->SetLineWidth(2); // paper style. overruled.
2668 <    lm4RcorrJZBeemm->Draw("histo,same");
2668 > //     lm4RcorrJZBeemm->Draw("histo,same");
2669      DrawPrelim();
2670      TLegend *speciallegBpred = make_legend("",0.45,0.55);
2671      //TLegend *speciallegBpred = make_legend("",0.35,0.55); // paper style. overruled.
2672      speciallegBpred->AddEntry(RcorrJZBeemm,"Data","pl");
2673      speciallegBpred->AddEntry(Bpred,"Total background","l");
2674      speciallegBpred->AddEntry(jzbnegative,"JZB<0 (data)","f");
2675 <    if(PlottingSetup::RestrictToMassPeak) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
2675 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) speciallegBpred->AddEntry(sidebandsemu,"Sidebands/e#mu (data)","f");
2676      else speciallegBpred->AddEntry(sidebandsemu,"e#mu (data)","f");
2677   //    speciallegBpred->AddEntry(lm4RcorrJZBeemmC,"LM4","l");
2678 <    speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2678 > //     speciallegBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2679      speciallegBpred->Draw();
2680 <    save_with_ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
2680 >    Save_With_Ratio(JRcorrJZBeemm,JBpred,predcomppad,subdir+"Bpred_Data_____PredictionComposition",true,true,"data/pred",BpredSys);
2681 >    delete predcomppad;
2682      
2683      TCanvas *specialcanv = new TCanvas("specialcanv","specialcanv");
2684      specialcanv->SetLogy(1);
2685   //    THStack kostack = allsamples.DrawStack("RcorrJZBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,!is_data, luminosity,use_signal);
2686      blankback->Draw();
2687   //    kostack.Draw("same");
2688 <    predcomposition.Draw();
2688 >    predcomposition.Draw("hist");
2689      Bpred->Draw("hist,same");
2690      //analytical_function[0]->Draw("same"); analytical_function[1]->Draw("same");analytical_function[2]->Draw("same");
2691      RcorrJZBeemm->Draw("e1x0,same");//HAVE IT ON TOP!
# Line 1179 | Line 2694 | void do_prediction_plot(string jzb, TCan
2694      CompleteSave(specialcanv,subdir+"Bpred_Data_____PredictionCompositioninMC");
2695      Bpred->SetLineWidth((int)CurrentBpredLineWidth);
2696      
2697 +    
2698 +    //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;
2699 +    
2700      delete speciallegBpred;
2701      delete Zjetspred;
2702      delete TTbarpred;
# Line 1194 | Line 2712 | void do_prediction_plot(string jzb, TCan
2712      legBpred->AddEntry(Bpred,"MC predicted","l");    
2713      if(versok) legBpred->AddEntry((TObject*)0,"",""); // Just for alignment // causes seg fault on root v5.18
2714      if(versok) legBpred->AddEntry((TObject*)0,"",""); // causes seg fault on root v5.18
2715 <    if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2715 > //     if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2716      legBpred->Draw();
2717      DrawMCPrelim();
2718      Bpredsaveas="Bpred_MC";
# Line 1226 | Line 2744 | void do_prediction_plot(string jzb, TCan
2744        
2745        RcorrJZBeemmNoS->SetLineStyle(2);
2746        legBpred2->AddEntry(RcorrJZBeemmNoS,"MC B","l");
2747 <      legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
2747 > //       legBpred2->AddEntry(lm4RcorrJZBeemm,"MC S","l");
2748        legBpred2->Draw();
2749        RcorrJZBeemmNoS->SetLineColor(TColor::GetColor("#61210B"));
2750        RcorrJZBeemmNoS->Draw("histo,same");
# Line 1243 | Line 2761 | void do_prediction_plot(string jzb, TCan
2761    string ytitle("ratio");
2762    if ( use_data==1 ) ytitle = "data/pred";
2763    //save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,Bpredsaveas,true,use_data!=1,ytitle);
2764 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,true,ytitle,BpredSys);//not extending the y range anymore up to 4
2764 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,subdir+Bpredsaveas,true,false,ytitle,BpredSys);//not extending the y range anymore up to 4
2765 >  
2766 >  delete kinpad;
2767 >
2768  
2769    
2770    flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
2771    // The part below is meaningless for the offpeak analysis (it's a comparison of the different estimates but there is but one estimate!)
2772 <  if(PlottingSetup::RestrictToMassPeak) {
2772 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2773      TH1F *Bpredem = (TH1F*)LcorrJZBeemm->Clone("Bpredem");
2774      Bpredem->Add(RcorrJZBem);
2775      Bpredem->Add(LcorrJZBem,-1);
# Line 1303 | Line 2824 | void do_prediction_plot(string jzb, TCan
2824        legBpredc->AddEntry(Bpredem,"MC OFZP","l");
2825        legBpredc->AddEntry(BpredSBem,"MC OFSB","l");
2826        legBpredc->AddEntry(BpredSBeemm,"MC SFSB","l");
2827 <      if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2827 > //       if ( overlay_signal ) legBpred->AddEntry(lm4RcorrJZBeemm,"LM4","l");
2828        legBpredc->Draw();
2829        CompleteSave(globalcanvas,subdir+"Bpred_MCwithS_comparison");
2830      }
# Line 1327 | Line 2848 | void do_prediction_plot(string jzb, TCan
2848    delete blankback;
2849    
2850    delete BpredSys;
2851 <  if(PlottingSetup::RestrictToMassPeak) {
2851 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
2852      delete RcorrJZBSBem;
2853      delete LcorrJZBSBem;
2854      delete RcorrJZBSBeemm;
# Line 1339 | Line 2860 | void do_prediction_plot(string jzb, TCan
2860      delete JLcorrJZBSBeemm;
2861    }
2862    if(overlay_signal || use_data==2) delete lm4RcorrJZBeemm;
1342  switch_overunderflow(false);
2863   }
2864  
2865   void do_prediction_plots(string mcjzb, string datajzb, float DataSigma, float MCSigma, bool overlay_signal ) {
2866 +  switch_overunderflow(true);
2867    TCanvas *globalcanvas = new TCanvas("globalcanvas","Prediction Canvas");
2868    do_prediction_plot(datajzb,globalcanvas,jzbHigh ,data,overlay_signal);
2869    if ( !PlottingSetup::Approved ) {
# Line 1351 | Line 2872 | void do_prediction_plots(string mcjzb, s
2872    } else {
2873      write_info(__FUNCTION__,"You set approved to true, therefore not producing prediction/observation plots for MC with and without signal.");
2874    }
2875 < }
2876 <
1356 < void do_ratio_plot(int is_data,vector<float> binning, string jzb, TCanvas *can, float high=-9999) {
1357 <  bool do_data=0;
1358 <  bool dosignal=0;
1359 <  if(is_data==1) do_data=1;
1360 <  if(is_data==2) dosignal=1;
1361 <  TH1F *RcorrJZBeemm   = allsamples.Draw("RcorrJZBeemm",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1362 <  TH1F *LcorrJZBeemm   = allsamples.Draw("LcorrJZBeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1363 <  TH1F *RcorrJZBem     = allsamples.Draw("RcorrJZBem",jzb.c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1364 <  TH1F *LcorrJZBem     = allsamples.Draw("LcorrJZBem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", cutmass&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1365 <  
1366 <  TH1F *RcorrJZBSBem;
1367 <  TH1F *LcorrJZBSBem;
1368 <  TH1F *RcorrJZBSBeemm;
1369 <  TH1F *LcorrJZBSbeemm;
1370 <  
1371 <  if(PlottingSetup::RestrictToMassPeak) {
1372 <    RcorrJZBSBem   = allsamples.Draw("RcorrJZBSbem",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1373 <    LcorrJZBSBem   = allsamples.Draw("LcorrJZBSbem",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,do_data, luminosity,dosignal);
1374 <    RcorrJZBSBeemm = allsamples.Draw("RcorrJZBSbeemm",jzb.c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1375 <    LcorrJZBSbeemm = allsamples.Draw("LcorrJZBSbeemm",("-"+jzb).c_str(),binning, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,do_data, luminosity,dosignal);
1376 <  }
1377 <  
1378 <
1379 <
1380 <
1381 <  flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
1382 <  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
1383 <  if(PlottingSetup::RestrictToMassPeak) {
1384 <    Bpred->Add(RcorrJZBem,1.0/3);
1385 <    Bpred->Add(LcorrJZBem,-1.0/3);
1386 <    Bpred->Add(RcorrJZBSBem,1.0/3);
1387 <    Bpred->Add(LcorrJZBSBem,-1.0/3);
1388 <    Bpred->Add(RcorrJZBSBeemm,1.0/3);
1389 <    Bpred->Add(LcorrJZBSbeemm,-1.0/3);
1390 <  } else {
1391 <    Bpred->Add(RcorrJZBem,1.0);
1392 <    Bpred->Add(LcorrJZBem,-1.0);
1393 <  }
1394 <
1395 <  can->cd();
1396 <  can->SetLogy(0);
1397 <  Bpred->SetLineColor(kRed);
1398 <  Bpred->SetStats(0);
1399 <  if(high>0) Bpred->GetXaxis()->SetRangeUser(0,high);
1400 <  TH1F *JZBratioforfitting=(TH1F*)RcorrJZBeemm->Clone("JZBratioforfitting");
1401 <  JZBratioforfitting->Divide(Bpred);
1402 <  TGraphAsymmErrors *JZBratio = histRatio(RcorrJZBeemm,Bpred,is_data,binning,false);
1403 <  
1404 <  
1405 <  JZBratio->SetTitle("");
1406 <  JZBratio->GetYaxis()->SetRangeUser(0.0,9.0);
1407 < //  if(is_data==1) JZBratio->GetXaxis()->SetRangeUser(0,jzbHigh );
1408 <  
1409 <  TF1 *pol0 = new TF1("pol0","[0]",0,1000);
1410 <  TF1 *pol0d = new TF1("pol0","[0]",0,1000);
1411 < //  straightline_fit->SetParameter(0,1);
1412 <  JZBratioforfitting->Fit(pol0,"Q0R","",0,30);
1413 <  pol0d->SetParameter(0,pol0->GetParameter(0));
1414 <  
1415 <  JZBratio->GetYaxis()->SetTitle("Observed/Predicted");
1416 <  JZBratio->GetXaxis()->SetTitle("JZB [GeV]");
1417 <  if ( high>0 ) JZBratio->GetXaxis()->SetRangeUser(0.0,high);
1418 <  JZBratio->GetYaxis()->SetNdivisions(519);
1419 <  JZBratio->GetYaxis()->SetRangeUser(0.0,4.0);
1420 <  JZBratio->GetYaxis()->CenterTitle();
1421 <  JZBratio->GetXaxis()->CenterTitle();
1422 <  JZBratio->SetMarkerSize(DataMarkerSize);
1423 <  JZBratio->Draw("AP");
1424 <  /////----------------------------
1425 <  TPaveText *writeresult = new TPaveText(0.15,0.78,0.49,0.91,"blNDC");
1426 <  writeresult->SetFillStyle(4000);
1427 <  writeresult->SetFillColor(kWhite);
1428 <  writeresult->SetTextFont(42);
1429 <  writeresult->SetTextSize(0.03);
1430 <  writeresult->SetTextAlign(12);
1431 <  ostringstream jzb_agreement_data_text;
1432 <  jzb_agreement_data_text<< setprecision(2) << "mean =" << pol0->GetParameter(0) << " #pm " << setprecision(1) <<  pol0->GetParError(0);
1433 <  if(is_data==1) fitresultconstdata=pol0->GetParameter(0);// data
1434 <  if(is_data==0) fitresultconstmc=pol0->GetParameter(0); // monte carlo, no signal
1435 < /*  if(is_data) writeresult->AddText("Data closure test");
1436 <  else writeresult->AddText("MC closure test");
1437 <  */
1438 <  writeresult->AddText(jzb_agreement_data_text.str().c_str());
1439 < //  writeresult->Draw("same");
1440 < //  pol0d->Draw("same");
1441 <  TF1 *topline =  new TF1("","1.5",0,1000);
1442 <  TF1 *bottomline =  new TF1("","0.5",0,1000);
1443 <  topline->SetLineColor(kBlue);
1444 <  topline->SetLineStyle(2);
1445 <  bottomline->SetLineColor(kBlue);
1446 <  bottomline->SetLineStyle(2);
1447 < //  topline->Draw("same");
1448 < //  bottomline->Draw("same");
1449 <  TF1 *oneline = new TF1("","1.0",0,1000);
1450 <  oneline->SetLineColor(kBlue);
1451 <  oneline->SetLineStyle(1);
1452 <  oneline->Draw("same");
1453 <  TLegend *phony_leg = make_legend("ratio",0.6,0.55,false);//this line is just to have the default CMS Preliminary (...) on the canvas as well.
1454 <  if(is_data==1) DrawPrelim();
1455 <  else DrawMCPrelim();
1456 <  TLegend *leg = new TLegend(0.55,0.75,0.89,0.89);
1457 <  leg->SetTextFont(42);
1458 <  leg->SetTextSize(0.04);
1459 < //   if(is_data==1) leg->SetHeader("Ratio (data)");
1460 < //   else leg->SetHeader("Ratio (MC)");
1461 <
1462 <  TString MCtitle("MC ");
1463 <  if (is_data==1) MCtitle = "";
1464 <
1465 <  leg->SetFillStyle(4000);
1466 <  leg->SetFillColor(kWhite);
1467 <  leg->SetTextFont(42);
1468 < //  leg->AddEntry(topline,"+20\% sys envelope","l");
1469 <  leg->AddEntry(JZBratio,MCtitle+"obs / "+MCtitle+"pred","p");
1470 <  leg->AddEntry(oneline,"ratio = 1","l");
1471 < //  leg->AddEntry(pol0d,"fit in [0,30] GeV","l");
1472 < //  leg->AddEntry(bottomline,"#pm50% envelope","l");
1473 <
1474 <
1475 <  //leg->Draw("same"); // no longer drawing legend
1476 <
1477 <  if(is_data==1) CompleteSave(can, "jzb_ratio_data");
1478 <  if(is_data==0) CompleteSave(can, "jzb_ratio_mc");
1479 <  if(is_data==2) CompleteSave(can, "jzb_ratio_mc_BandS");//special case, MC with signal!
1480 <  
1481 <  delete RcorrJZBeemm;
1482 <  delete LcorrJZBeemm;
1483 <  delete RcorrJZBem;
1484 <  delete LcorrJZBem;
1485 <  
1486 <  delete RcorrJZBSBem;
1487 <  delete LcorrJZBSBem;
1488 <  delete RcorrJZBSBeemm;
1489 <  delete LcorrJZBSbeemm;
1490 < }
1491 <
1492 < void do_ratio_plots(string mcjzb,string datajzb,vector<float> ratio_binning) {
1493 <  TCanvas *globalc = new TCanvas("globalc","Ratio Plot Canvas");
1494 <  globalc->SetLogy(0);
1495 <  
1496 <  do_ratio_plot(mc,ratio_binning,mcjzb,globalc, jzbHigh  );
1497 <  do_ratio_plot(data,ratio_binning,datajzb,globalc, jzbHigh  );
1498 <  do_ratio_plot(mcwithsignal,ratio_binning,mcjzb,globalc, jzbHigh  );
2875 >  delete globalcanvas;
2876 >  switch_overunderflow(false);
2877   }
2878  
2879   string give_jzb_expression(float peak, int type) {
# Line 1582 | Line 2960 | void lepton_comparison_plots() {
2960    eemmlegend->AddEntry(jmmd,"#mu#mu","l");
2961    eemmlegend->Draw();
2962    DrawPrelim();
2963 <  save_with_ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
2963 >  Save_With_Ratio(jeed,jmmd,eemmpad->cd(),"lepton_comparison/jzb_Comparing_ee_mm_data");
2964    
2965    TH1F *zjeed = allsamples.Draw("zjeed",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==0)",mc,  luminosity,allsamples.FindSample("/DY"));
2966    TH1F *zjmmd = allsamples.Draw("zjmmd",jzbvariablemc,    int((jzbHigh+150)/5),-150,jzbHigh , "JZB [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&"(id1==1)",mc,  luminosity,allsamples.FindSample("/DY"));
# Line 1683 | Line 3061 | void draw_pure_jzb_histo(TCut cut,string
3061    datahisto->SetMinimum(0.1);
3062    datahisto->SetMarkerSize(DataMarkerSize);
3063    datahisto->Draw("e1");
3064 <  mcstack.Draw("same");
3064 >  mcstack.Draw("histo,same");
3065    datahisto->Draw("same,e1");
3066    
3067    TLegend *leg;
3068 <  if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3069 <  else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3070 <  else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3071 <  else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3072 <  else {
3073 <    std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3074 <    exit(-1);
3075 <      }
3068 >  if (!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) {
3069 >    if(is_OF(cut)) leg = allsamples.allbglegend("Opposite flavor",datahisto);
3070 >    else leg = allsamples.allbglegend("Same flavor",datahisto);
3071 >  } else {
3072 >    if(is_OF(cut) && is_ZP(cut)) leg = allsamples.allbglegend("OFZP",datahisto);
3073 >    else if(!is_OF(cut) &&  is_ZP(cut)) leg = allsamples.allbglegend("SFZP",datahisto);
3074 >    else if( is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("OFSB",datahisto);
3075 >    else if(!is_OF(cut) && !is_ZP(cut)) leg = allsamples.allbglegend("SFSB",datahisto);
3076 >    else {
3077 >      std::cerr << "Unable to decode cut: " << cut.GetTitle() << std::endl;
3078 >      exit(-1);
3079 >    }
3080 >  }
3081    leg->Draw();
3082    string write_cut = decipher_cut(cut,"");
3083    TText *writeline1 = write_cut_on_canvas(write_cut.c_str());
3084    writeline1->SetTextSize(0.035);
3085    writeline1->Draw();
3086 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3087 <  else save_with_ratio(datahisto,mcstack,jzbpad->cd(),savename);
3086 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),("jzb/"+savename));
3087 >  else Save_With_Ratio(datahisto,mcstack,jzbpad->cd(),savename);
3088    TPad *jzbpad2 = new TPad("jzbpad2","jzbpad2",0,0,1,1);
3089    jzbpad2->cd();
3090    jzbpad2->SetLogy(1);
# Line 1709 | Line 3092 | void draw_pure_jzb_histo(TCut cut,string
3092    datahisto->SetMinimum(0.1);
3093    datahisto->SetMarkerSize(DataMarkerSize);
3094    datahisto->Draw("e1");
3095 <  mcstack.Draw("same");
3095 >  mcstack.Draw("histo,same");
3096    datahisto->Draw("same,e1");
3097    leg->SetHeader("");
3098    leg->Draw();
3099    writeline1->SetTextSize(0.035);
3100    writeline1->Draw();
3101    DrawPrelim();
3102 <  if(!Contains(savename,"Dibosons")) save_with_ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3103 <  else save_with_ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3102 >  if(!Contains(savename,"Dibosons")) Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),("jzb/PositiveSideOnly/"+savename+""));
3103 >  else Save_With_Ratio(datahisto,mcstack,jzbpad2->cd(),(savename+"__PosOnly"));
3104    datahisto->Delete();
3105    mcstack.Delete();
3106   }
# Line 1745 | Line 3128 | void produce_stretched_jzb_plots(string
3128    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_SFZP",dican,binning);
3129    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"Dibosons/ee/jzb_OS_OFZP",dican,binning);
3130    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"Dibosons/mm/jzb_OS_OFZP",dican,binning);
3131 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3132 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3131 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB",dican,binning);
3132 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB",dican,binning);
3133    
3134    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_SFZP_coarse",dican,coarse_binning);
3135    draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"Dibosons/jzb_OS_OFZP_coarse",dican,coarse_binning);
3136 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3137 <  if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3136 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_SFSB_coarse",dican,coarse_binning);
3137 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"Dibosons/jzb_OS_OFSB_coarse",dican,coarse_binning);
3138    
3139    delete dican;
3140   }
3141    
3142  
3143   void diboson_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3144 +  switch_overunderflow(true);
3145    vector<int> SamplesToBeModified = allsamples.FindSampleBySampleName("WW/WZ/ZZ");
3146    
3147    if(SamplesToBeModified.size()==0 || SamplesToBeModified[0]==-1) {
# Line 1797 | Line 3181 | void diboson_plots(string mcjzb, string
3181      dout << "     Reset xs for sample " << (allsamples.collection)[SamplesToBeModified[i]].samplename << " from " << Upxs << " to " << (allsamples.collection)[SamplesToBeModified[i]].xs << " (by a factor of " << stretchfactor << ") and reset the correct name (from " << Upname << ")" << endl;
3182      
3183    }
3184 + //   switch_overunderflow(false);
3185 + }
3186 +
3187 +
3188 + void draw_normalized_data_vs_data_histo(TCut cut1, TCut cut2, string variable, string legentry1, string legentry2, string savename, TCanvas *can,vector<float> binning) {
3189 +  TPad *jzbpad = new TPad("jzbpad","jzbpad",0,0,1,1);
3190 +  jzbpad->cd();
3191 +  jzbpad->SetLogy(1);
3192 +  string xlabel="JZB [GeV]";
3193 +
3194 +  TH1F *datahisto1 = allsamples.Draw("datahisto1",variable,binning, xlabel, "events",cut1,data,luminosity);
3195 +  datahisto1->SetLineColor(kRed);
3196 +  datahisto1->SetMarkerColor(kRed);
3197 +  TH1F *datahisto2 = allsamples.Draw("datahisto2",variable,binning, xlabel, "events",cut2,data,luminosity);
3198 +  datahisto2->SetLineColor(kBlue);
3199 +  datahisto2->SetMarkerColor(kBlue);
3200 +  
3201 +  datahisto2->SetMarkerSize(DataMarkerSize);
3202 +  datahisto1->DrawNormalized("e1");
3203 +  datahisto2->DrawNormalized("histo,same");
3204 +  datahisto1->DrawNormalized("same,e1");
3205 +  
3206 +  TLegend *leg = make_legend();
3207 +  leg->AddEntry(datahisto1,legentry1.c_str());
3208 +  leg->AddEntry(datahisto2,legentry2.c_str());
3209 +  leg->Draw();
3210    
3211 +  Save_With_Ratio(datahisto1,datahisto2,jzbpad->cd(),("jzb/"+savename));
3212 +  
3213 +  datahisto1->Delete();
3214 +  datahisto2->Delete();
3215   }
3216 +
3217 +
3218   void jzb_plots(string mcjzb, string datajzb,vector<float> ratio_binning) {
3219 +  switch_overunderflow(true);
3220    TCanvas *can = new TCanvas("can","JZB Plots Canvas");
3221    float max=jzbHigh ;
3222    float min=-120;
# Line 1820 | Line 3237 | void jzb_plots(string mcjzb, string data
3237      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==0",datajzb,mcjzb,"ee/jzb_OS_OFZP",can,binning);
3238      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass&&"id1==1",datajzb,mcjzb,"mm/jzb_OS_OFZP",can,binning);
3239      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3240 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
3241 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
3240 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB",can,binning);
3241 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB",can,binning);
3242 >    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);
3243 >    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);
3244 >    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);
3245 >
3246    }
3247    
3248    draw_pure_jzb_histo(cutOSSF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_SFZP_coarse",can,coarse_binning);
3249    if ( !PlottingSetup::Approved ) {
3250      draw_pure_jzb_histo(cutOSOF&&cutnJets&&cutmass,datajzb,mcjzb,"jzb_OS_OFZP_coarse",can,coarse_binning);
3251      flag_this_change(__FUNCTION__,__LINE__,true);//PlottingSetup::RestrictToMassPeak
3252 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
3253 <    if(PlottingSetup::RestrictToMassPeak) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3252 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSSF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_SFSB_coarse",can,coarse_binning);
3253 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) draw_pure_jzb_histo(cutOSOF&&cutnJets&&sidebandcut,datajzb,mcjzb,"jzb_OS_OFSB_coarse",can,coarse_binning);
3254    }
3255    delete can;
3256 +  switch_overunderflow(false);
3257   }
3258  
3259  
# Line 1881 | Line 3303 | void compute_MC_yields(string mcjzb,vect
3303    TCanvas *yica = new TCanvas("yica","yield canvas");
3304    
3305    int nRegions=4;
3306 <  if(!PlottingSetup::RestrictToMassPeak) nRegions=2;
3306 >  if(!PlottingSetup::RestrictToMassPeak||!PlottingSetup::UseSidebandsForcJZB) nRegions=2;
3307    string tsRegions[] = {"SFZP","OFZP","SFSB","OFSB"};
3308    string posneg[] = {"pos","neg"};
3309    TCut tkRegions[] = {cutOSSF&&cutnJets&&cutmass,cutOSOF&&cutnJets&&cutmass,cutOSSF&&cutnJets&&sidebandcut,cutOSOF&&cutnJets&&sidebandcut};
# Line 2172 | Line 3594 | float find_one_correction_factor(string
3594    TCanvas *cancorr = new TCanvas("cancorr","Canvas for Response Correction");
3595    cancorr->SetLogz();
3596    cancorr->SetRightMargin(0.13);
3597 <  TCut zptforresponsepresentation("pt<600"&&cutmass&&cutOSSF&&"((sumJetPt[1]/pt)<5.0)"&&SpecialCut&&passtrig);
3597 >  TCut zptforresponsepresentation(Restrmasscut&&SpecialCut&&passtrig);
3598 >
3599    if(PlottingSetup::DoBTag) zptforresponsepresentation=zptforresponsepresentation&&PlottingSetup::bTagRequirement;
3600    TH2F *niceresponseplotd = new TH2F("niceresponseplotd","",100,0,600,100,0,5);
3601 +  niceresponseplotd->Sumw2();
3602 +  TH2F* emuResponse = (TH2F*)niceresponseplotd->Clone("emuResponse");
3603    vector<int> SampleIndices=allsamples.FindSample(FindKeyword);
3604    for(int iSample=0;iSample<(int)SampleIndices.size();iSample++) {
3605      if((allsamples.collection)[SampleIndices[iSample]].is_data && !dodata) continue;
3606      if((allsamples.collection)[SampleIndices[iSample]].is_data ==false && dodata) continue;
3607      
3608      dout << "   Response correction : Using sample " << (allsamples.collection)[SampleIndices[iSample]].filename << " for " << FindKeyword << endl;
3609 <    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",zptforresponsepresentation*cutWeight);
3609 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+niceresponseplotd",(zptforresponsepresentation&&cutOSSF)*cutWeight);
3610 >    (allsamples.collection)[SampleIndices[iSample]].events->Draw("sumJetPt[1]/pt:pt>>+emuResponse",(zptforresponsepresentation&&cutOSOF)*cutWeight);
3611    }
3612 <    
3612 >  niceresponseplotd->Add(emuResponse,-1);
3613 >  
3614    niceresponseplotd->SetStats(0);
3615    niceresponseplotd->GetXaxis()->SetTitle("Z p_{T} [GeV]");
3616    niceresponseplotd->GetYaxis()->SetTitle("Response");
# Line 2191 | Line 3618 | float find_one_correction_factor(string
3618    niceresponseplotd->GetYaxis()->CenterTitle();
3619    niceresponseplotd->Draw("COLZ");
3620    TProfile * profd = (TProfile*)niceresponseplotd->ProfileX();
3621 +  profd->Rebin(2);
3622    profd->SetMarkerSize(DataMarkerSize);
3623    profd->Fit("pol0","","same,e1",100,400);
3624    DrawPrelim();
# Line 2210 | Line 3638 | float find_one_correction_factor(string
3638    CompleteSave(cancorr,"ResponseCorrection/Response_Correction_Illustration_New_"+SaveAs);
3639    delete cancorr;
3640    delete niceresponseplotd;
3641 +  delete profd;
3642    return correction;
3643   }
3644  
# Line 2322 | Line 3751 | void save_template(string mcjzb, string
3751    configfile<<"\n\n";
3752    configfile<<"luminosity="<<luminosity<<";\n";
3753    configfile<<"RestrictToMassPeak="<<RestrictToMassPeak<<";//defines the type of analysis we're running\n";
3754 +  configfile<<"UseSidebandsForcJZB="<<UseSidebandsForcJZB<<";//tells us whether to use the sidebands or not\n";
3755    
3756    configfile<<"\n\ncout << \"Configuration successfully loaded!\" << endl; \n \n } \n \n";
3757    
# Line 2364 | Line 3794 | void ttbar_sidebands_comparison(string m
3794    //in the case of the on peak analysis, we compare the 3 control regions to the real value
3795    //in the case of the OFF peak analysis, we compare our control region to the real value
3796    TCut weightbackup=cutWeight;
3797 < //  cutWeight="1.0";
3797 >  switch_overunderflow(true);
3798 >  
3799 >  bool doPURW=false;
3800 >  
3801 >  
3802 >  if(!doPURW) {
3803 >    dout << "Not doing PU reweighting for ttbar closure test" << endl;
3804 >    cutWeight="1.0";
3805 >    // Do it without PU re-weighting
3806 >    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
3807 >    stringstream resultsNoPU;
3808 >    stringstream noPUdatajzb;
3809 >    stringstream noPUmcjzb;
3810 >    
3811 >    stringstream mcjzbnoPU;
3812 >    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,true,noPUdatajzb,noPUmcjzb);
3813 >    mcjzb = noPUmcjzb.str();
3814 >  }
3815 >
3816 >      
3817    float simulatedlumi = luminosity; //in pb please - adjust to your likings
3818  
3819 <  TH1F *TZem = systsamples.Draw("TZem",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3820 <  TH1F *nTZem = systsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3819 >  TH1F *TZem  = allsamples.Draw("TZem",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3820 >  TH1F *nTZem = allsamples.Draw("nTZem","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3821    TH1F *TSem;
3822    TH1F *nTSem;
3823 <  TH1F *TZeemm = systsamples.Draw("TZeemm",mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3824 <  TH1F *nTZeemm = systsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3823 >  TH1F *TZeemm  = allsamples.Draw("TZeemm",     mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3824 >  TH1F *nTZeemm = allsamples.Draw("nTZeemm","-"+mcjzb,binning,"JZB [GeV]","events",cutmass&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3825    TH1F *TSeemm;
3826    TH1F *nTSeemm;
3827    
3828 <  if(PlottingSetup::RestrictToMassPeak) {
3829 <    TSem = systsamples.Draw("TSem",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3830 <    nTSem = systsamples.Draw("nTSem","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3831 <    TSeemm = systsamples.Draw("TSeemm",mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3832 <    nTSeemm = systsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,systsamples.FindSample("TTJets"));
3828 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3829 >    TSem    = allsamples.Draw("TSem",       mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3830 >    nTSem   = allsamples.Draw("nTSem",  "-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSOF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3831 >    TSeemm  = allsamples.Draw("TSeemm",     mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3832 >    nTSeemm = allsamples.Draw("nTSeemm","-"+mcjzb,binning,"JZB [GeV]","events",sidebandcut&&cutOSSF&&cutnJets,mc,simulatedlumi,allsamples.FindSample("/TT"));
3833    }
3834  
3835    TCanvas *tcan = new TCanvas("tcan","tcan");
2387  
3836    tcan->SetLogy(1);
3837    
3838    TZeemm->SetLineColor(kBlack);
# Line 2393 | Line 3841 | void ttbar_sidebands_comparison(string m
3841    TZem->SetMarkerColor(kRed);
3842  
3843  
3844 <  if(PlottingSetup::RestrictToMassPeak) {
3844 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3845          TSem->SetLineColor(TColor::GetColor("#00A616"));
3846          TSeemm->SetLineColor(kMagenta+2);
3847          TSem->SetMarkerColor(TColor::GetColor("#00A616"));
# Line 2407 | Line 3855 | void ttbar_sidebands_comparison(string m
3855    TZeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3856    histos.push_back(TZem);
3857    histos.push_back(TZeemm);
3858 <  if(PlottingSetup::RestrictToMassPeak) {
3858 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3859      TSeemm->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3860      TSem->GetXaxis()->SetRangeUser(-100,binning[binning.size()-1]);
3861      histos.push_back(TSem);
3862      histos.push_back(TSeemm);
3863    }
3864 <  draw_all_ttbar_histos(tcan,histos,"histo",0.04);
3864 >  draw_all_ttbar_histos(tcan,histos,"histo",8);
3865    
3866    TLegend *leg = make_legend("MC t#bar{t}",0.6,0.65,false);
3867    leg->AddEntry(TZeemm,"SFZP","l");
3868    leg->AddEntry(TZem,"OFZP","l");
3869 <  if(PlottingSetup::RestrictToMassPeak) {
3869 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3870      leg->AddEntry(TSeemm,"SFSB","l");
3871      leg->AddEntry(TSem,"OFSB","l");
3872    }
3873    leg->Draw("same");
3874    DrawMCPrelim(simulatedlumi);
3875    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison");
3876 +  
3877    TH1F *TZemcopy = (TH1F*)TZem->Clone("TZemcopy");
3878    TH1F *TZeemmcopy = (TH1F*)TZeemm->Clone("TZeemmcopy");
3879    TH1F *TSeemmcopy;
3880    TH1F *TSemcopy;
3881 <  if(PlottingSetup::RestrictToMassPeak) {
3881 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3882      TSeemmcopy = (TH1F*)TSeemm->Clone("TSeemmcopy");
3883      TSemcopy = (TH1F*)TSem->Clone("TSemcopy");
3884    }
3885  
3886    TZem->Divide(TZeemm);
3887    TZem->SetMarkerStyle(21);
3888 <  if(PlottingSetup::RestrictToMassPeak) {
3888 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3889      TSem->Divide(TZeemm);
3890      TSeemm->Divide(TZeemm);
3891      TSem->SetMarkerStyle(24);
3892      TSeemm->SetMarkerStyle(32);
3893 < }
3893 >  }
3894  
3895    tcan->SetLogy(0);
3896    TZem->GetYaxis()->SetRangeUser(0,2.5);
3897    TZem->GetYaxis()->SetTitle("ratio");
3898    TZem->Draw();
3899 <  if(PlottingSetup::RestrictToMassPeak) {
3899 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3900      TSem->Draw("same");
3901      TSeemm->Draw("same");
3902    }
# Line 2477 | Line 3926 | void ttbar_sidebands_comparison(string m
3926    
3927    TLegend *leg2 = make_legend("MC t#bar{t}",0.55,0.75,false);
3928    leg2->AddEntry(TZem,"OFZP / SFZP","ple");
3929 <  if(PlottingSetup::RestrictToMassPeak) {
3929 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3930      leg2->AddEntry(TSeemm,"SFSB / SFZP","ple");
3931      leg2->AddEntry(TSem,"OFSB / SFZP","ple");
3932    }
# Line 2490 | Line 3939 | void ttbar_sidebands_comparison(string m
3939    DrawMCPrelim(simulatedlumi);
3940    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_shape_comparison_ratio");
3941    
3942 +  
3943 +  if (0) { // Turn this off: we don't need this
3944  
3945 < ///-------------- second part: only look at the quantity we actually care about!
3946 <  TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3947 <  TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3948 <  rightsfzp->Add(leftsfzp,-1);
3949 <  TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3950 <  TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3951 <  rightofzp->Add(leftofzp,-1);
3952 <  TH1F *leftofsb;
3953 <  TH1F *rightofsb;
3954 <  TH1F *leftsfsb;
3955 <  TH1F *rightsfsb;
3956 <  if(PlottingSetup::RestrictToMassPeak) {
3957 <        leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
3958 <        rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
3959 <        rightofsb->Add(leftofsb,-1);
3960 <        leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
3961 <        rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
3962 <        rightsfsb->Add(leftsfsb,-1);
3963 <  }
3945 >    ///-------------- second part: only look at the quantity we actually care about!
3946 >    TH1F *leftsfzp  = (TH1F*)nTZeemm->Clone("leftsfzp");
3947 >    TH1F *rightsfzp = (TH1F*)TZeemmcopy->Clone("rightsfzp");
3948 >    rightsfzp->Add(leftsfzp,-1);
3949 >    TH1F *leftofzp  = (TH1F*)nTZem->Clone("leftofzp");
3950 >    TH1F *rightofzp = (TH1F*)TZemcopy->Clone("rightofzp");
3951 >    rightofzp->Add(leftofzp,-1);
3952 >    TH1F *leftofsb;
3953 >    TH1F *rightofsb;
3954 >    TH1F *leftsfsb;
3955 >    TH1F *rightsfsb;
3956 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3957 >      leftofsb  = (TH1F*)nTSem->Clone("leftofsb");
3958 >      rightofsb = (TH1F*)TSemcopy->Clone("rightofsb");
3959 >      rightofsb->Add(leftofsb,-1);
3960 >      leftsfsb  = (TH1F*)nTSeemm->Clone("leftsfsb");
3961 >      rightsfsb = (TH1F*)TSeemmcopy->Clone("rightsfsb");
3962 >      rightsfsb->Add(leftsfsb,-1);
3963 >    }
3964  
3965 <  tcan->SetLogy(1);
3966 <  rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3967 <  rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3968 <  rightsfzp->Draw("histo");
3969 <  rightofzp->Draw("histo,same");
3970 <  if(PlottingSetup::RestrictToMassPeak) {
3971 <    rightofsb->Draw("histo,same");
3972 <    rightsfsb->Draw("histo,same");
3973 <  }
3974 <  DrawMCPrelim(simulatedlumi);
3965 >    tcan->SetLogy(1);
3966 >    rightsfzp->GetXaxis()->SetRangeUser(0,binning[binning.size()-1]);
3967 >    rightsfzp->GetYaxis()->SetTitle("#deltaJZB / 25 GeV");
3968 >    rightsfzp->Draw("histo");
3969 >    rightofzp->Draw("histo,same");
3970 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3971 >      rightofsb->Draw("histo,same");
3972 >      rightsfsb->Draw("histo,same");
3973 >    }
3974 >    DrawMCPrelim(simulatedlumi);
3975  
3976 <  TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
3977 <  legA->AddEntry(rightsfzp,"SFZP","l");
3978 <  legA->AddEntry(rightofzp,"OFZP","l");
3979 <  if(PlottingSetup::RestrictToMassPeak) {
3980 <    legA->AddEntry(rightofsb,"SFSB","l");
3981 <    legA->AddEntry(rightsfsb,"OFSB","l");
3982 <  }
3983 <  legA->Draw();
3976 >    TLegend *legA = make_legend("MC t#bar{t}",0.6,0.65,false);
3977 >    legA->AddEntry(rightsfzp,"SFZP","l");
3978 >    legA->AddEntry(rightofzp,"OFZP","l");
3979 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3980 >      legA->AddEntry(rightofsb,"SFSB","l");
3981 >      legA->AddEntry(rightsfsb,"OFSB","l");
3982 >    }
3983 >    legA->Draw();
3984  
3985 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3985 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison");
3986  
3987 <  tcan->SetLogy(0);
3988 <  rightofzp->Divide(rightsfzp);
3989 <  rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
3990 <  rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
3991 <  rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
3992 <  rightofzp->Draw();
3993 <  if(PlottingSetup::RestrictToMassPeak) {
3994 <    rightofsb->Divide(rightsfzp);
3995 <    rightsfsb->Divide(rightsfzp);
3996 <    rightofsb->Draw("same");
3997 <    rightsfsb->Draw("same");
3998 <  }
3999 <
4000 <  TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4001 <  TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4002 <  TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4003 <  
4004 <  top2->SetLineColor(kBlue);top2->SetLineStyle(2);
4005 <  bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
4006 <  center2->SetLineColor(kBlue);
4007 <  
4008 <  top2->Draw("same");
4009 <  center2->Draw("same");
4010 <  bottom2->Draw("same");
4011 <
4012 <  rightofzp->SetMarkerStyle(21);
4013 <  if(PlottingSetup::RestrictToMassPeak) {
4014 <    rightofsb->SetMarkerStyle(24);
4015 <    rightsfsb->SetMarkerStyle(32);
4016 <  }
4017 <
4018 <  TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4019 <  leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4020 <  if(PlottingSetup::RestrictToMassPeak) {
4021 <        leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4022 <        leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4023 <  }
4024 <  leg3->AddEntry(bottom,"syst. envelope","l");
4025 <  leg3->SetX1(0.25);leg3->SetX2(0.6);
4026 <  leg3->SetY1(0.65);
3987 >    tcan->SetLogy(0);
3988 >    rightofzp->Divide(rightsfzp);
3989 >    rightofzp->GetXaxis()->SetRangeUser(0.0,binning[binning.size()-1]);
3990 >    rightofzp->GetYaxis()->SetRangeUser(0.0,2.5);
3991 >    rightofzp->GetYaxis()->SetTitle("#deltaJZB ratio");
3992 >    rightofzp->Draw();
3993 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
3994 >      rightofsb->Divide(rightsfzp);
3995 >      rightsfsb->Divide(rightsfzp);
3996 >      rightofsb->Draw("same");
3997 >      rightsfsb->Draw("same");
3998 >    }
3999 >
4000 >    TLine *top2 = new TLine(0.0,1.0+linepos,binning[binning.size()-1],1.0+linepos);
4001 >    TLine *center2 = new TLine(0.0,1.0,binning[binning.size()-1],1.0);
4002 >    TLine *bottom2 = new TLine(0.0,1.0-linepos,binning[binning.size()-1],1.0-linepos);
4003 >  
4004 >    top2->SetLineColor(kBlue);top2->SetLineStyle(2);
4005 >    bottom2->SetLineColor(kBlue);bottom2->SetLineStyle(2);
4006 >    center2->SetLineColor(kBlue);
4007 >  
4008 >    top2->Draw("same");
4009 >    center2->Draw("same");
4010 >    bottom2->Draw("same");
4011 >
4012 >    rightofzp->SetMarkerStyle(21);
4013 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4014 >      rightofsb->SetMarkerStyle(24);
4015 >      rightsfsb->SetMarkerStyle(32);
4016 >    }
4017 >
4018 >    TLegend *leg3 = make_legend("MC t#bar{t}",0.55,0.75,false);
4019 >    leg3->AddEntry(rightofzp,"OFZP / SFZP","ple");
4020 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4021 >      leg3->AddEntry(rightsfsb,"SFSB / SFZP","ple");
4022 >      leg3->AddEntry(rightofsb,"OFSB / SFZP","ple");
4023 >    }
4024 >    leg3->AddEntry(bottom,"syst. envelope","l");
4025 >    leg3->SetX1(0.25);leg3->SetX2(0.6);
4026 >    leg3->SetY1(0.65);
4027    
4028 <  leg3->Draw("same");
4028 >    leg3->Draw("same");
4029    
4030 <  DrawMCPrelim(simulatedlumi);
4031 <  CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4030 >    DrawMCPrelim(simulatedlumi);
4031 >    CompleteSave(tcan,"Systematics/"+prestring+"/ttbar_deltajzb_comparison_ratio");
4032 >
4033 >  }
4034  
4035    delete TZem;
4036    delete nTZem;
4037    delete TZeemm;
4038    delete nTZeemm;
4039 <  if(PlottingSetup::RestrictToMassPeak) {
4039 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4040          delete TSem;
4041          delete nTSem;
4042          delete TSeemm;
# Line 2592 | Line 4045 | void ttbar_sidebands_comparison(string m
4045  
4046    delete tcan;
4047    cutWeight=weightbackup;
4048 +  switch_overunderflow(false);
4049   }
4050  
4051   void ttbar_sidebands_comparison(string mcjzb, vector<float> jzb_binning) {
# Line 2624 | Line 4078 | void ttbar_sidebands_comparison(string m
4078    nicer_binning.push_back(100);
4079    nicer_binning.push_back(125);
4080    nicer_binning.push_back(150);
4081 <  nicer_binning.push_back(175);
4081 >  //nicer_binning.push_back(175);
4082    nicer_binning.push_back(200);
4083 <  nicer_binning.push_back(230);
4084 <  nicer_binning.push_back(280);
4085 <  nicer_binning.push_back(400);
4083 > //  nicer_binning.push_back(250);
4084 > //  nicer_binning.push_back(300);
4085 > //  nicer_binning.push_back(400);
4086    
4087    ttbar_sidebands_comparison(mcjzb,nicer_binning, "ttbar/");
4088   }
4089  
4090  
4091 < void zjets_prediction_comparison(string mcjzbWithPU) {
4091 > void zjets_prediction_comparison(string mcjzbWithPUa, TCut massregioncut, string massregionname) {
4092 >  cout << "****************************************************************************************************************************************************************" << endl;
4093    TCanvas *zcan = new TCanvas("zcan","zcan");  
4094 <  zcan->SetLogy(1);
4094 > //  zcan->SetLogy(1);
4095    TCut weightbackup=cutWeight;
4096 +  
4097 +  bool UsePURW=true;
4098 +  
4099 +  
4100 +  string mcjzb;
4101 +  if(UsePURW) {
4102 +    mcjzb=mcjzbWithPUa;
4103 +    cout << "Using PURW peak positions" << endl;
4104 +  } else {
4105 +    // Do it without PU re-weighting
4106 +    cutWeight="1.0";
4107 +    float MCPeakNoPU=0,MCPeakErrorNoPU=0,DataPeakNoPU=0,DataPeakErrorNoPU=0,MCSigma=0,DataSigma=0;
4108 +    stringstream resultsNoPU;
4109 +    stringstream noPUdatajzb;
4110 +    stringstream noPUmcjzb;
4111 +    
4112 +    find_peaks(MCPeakNoPU,MCPeakErrorNoPU, DataPeakNoPU, DataPeakErrorNoPU,resultsNoPU,false,noPUdatajzb,noPUmcjzb);
4113 +    dout << "The peak corrected JZB expression for MC without pileup is : " <<  noPUmcjzb.str() << endl;
4114 +    
4115 +    mcjzb = noPUmcjzb.str();
4116 +    
4117 +  }
4118  
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)
4119    
4120    vector<float> binning;
4121    binning.push_back(0);
4122    binning.push_back(10);
4123 <  binning.push_back(30);
4124 <  binning.push_back(50);
4125 < //  binning.push_back(80);
4123 >  binning.push_back(20);
4124 >  binning.push_back(40);
4125 >  binning.push_back(60);
4126 > //   binning.push_back(50);
4127 > //   binning.push_back(60);
4128 > //   binning.push_back(70);
4129 > //   binning.push_back(80);
4130 > //   binning.push_back(90);
4131    binning.push_back(100);
4132 < //  float sbg_min=0.;
2667 < //  float sbg_max=100.;
2668 < //  int sbg_nbins=5;
4132 >
4133    float simulatedlumi = luminosity;//in pb please - adjust to your likings
4134    
4135    TCut kPos((mcjzb+">0").c_str());
4136    TCut kNeg((mcjzb+"<0").c_str());
4137    string var( "abs("+mcjzb+")" );
4138 +  
4139 +  TCut notTau("abs(genMID1)!=15");
4140 +  TCut ee_mm_tautau("mll>0");
4141 +  
4142  
4143 <  TCut kcut(cutmass&&cutOSSF&&cutnJets);
4144 <  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",kcut&&kPos,mc,simulatedlumi,systsamples.FindSample("/DY"));
4145 <  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",kcut&&kNeg,mc,simulatedlumi,systsamples.FindSample("/DY"));
4143 >  TH1F *hJZBpos = systsamples.Draw("hJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4144 >  TH1F *hJZBneg = systsamples.Draw("hJZBneg",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&cutnJets&&notTau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4145 >  
4146    hJZBpos->SetLineColor(kBlack);
4147    hJZBneg->SetLineColor(kRed);
4148    
# Line 2683 | Line 4151 | void zjets_prediction_comparison(string
4151    hJZBneg->Draw("same,hist");
4152    hJZBpos->Draw("same,e1"); // So it's on top...
4153    
4154 <  TLegend *leg = make_legend("MC Z+jets",0.55,0.75,false);
4154 >  TLegend *leg = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.55,0.75,false);
4155    leg->AddEntry(hJZBpos,"Observed","pe");
4156    leg->AddEntry(hJZBneg,"Predicted","l");
4157    leg->Draw("same");
4158    DrawMCPrelim(simulatedlumi);
4159 <  CompleteSave(zcan,"Systematics/zjets_prediction");
4159 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction"+any2string(massregionname));
4160    
4161    TH1F* hratio = (TH1F*)hJZBpos->Clone("hratio");
4162    hratio->Divide(hJZBneg);
4163    
4164    for(int i=1;i<=hJZBpos->GetNbinsX();i++) {
4165 <    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << endl;
4165 >    cout << "Positive: " << hJZBpos->GetBinContent(i) << "   vs    Negative : " << hJZBneg->GetBinContent(i) << "   (ratio : " << hJZBpos->GetBinContent(i) / hJZBneg->GetBinContent(i) << endl;
4166    }
4167    
4168 <  zcan->SetLogy(0);
4168 > //  zcan->SetLogy(0);
4169    hratio->GetYaxis()->SetRangeUser(0,2.5);
4170    hratio->GetYaxis()->SetTitle("Observed/Predicted");
4171    hratio->Draw("e1");
# Line 2715 | Line 4183 | void zjets_prediction_comparison(string
4183    center->Draw("same");
4184    bottom->Draw("same");
4185    
4186 <  TLegend *leg2 = make_legend("MC Z+jets",0.25,0.75,false);
4186 >  TLegend *leg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4187    leg2->AddEntry(hratio,"obs / pred","pe");
4188    leg2->AddEntry(bottom,"syst. envelope","l");
4189    leg2->Draw("same");
4190    DrawMCPrelim(simulatedlumi);
4191 <  CompleteSave(zcan,"Systematics/zjets_prediction_ratio");
4191 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemm_prediction_ratio"+any2string(massregionname));
4192 >  
4193 >  TCut reducedNJets(cutnJets);
4194 >  
4195 >  TH1F *TAUhJZBpos       = systsamples.Draw("TAUhJZBpos",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4196 >  TH1F *LcorrJZBeemm     = systsamples.Draw("LcorrJZBeemm",var,binning, "JZB [GeV]", "events",cutmass&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4197 >  TH1F *RcorrJZBem       = systsamples.Draw("RcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4198 >  TH1F *LcorrJZBem       = systsamples.Draw("LcorrJZBem",var,binning, "JZB [GeV]", "events",cutmass&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4199 >
4200 >  TH1F *RcorrJZBSBem;
4201 >  TH1F *LcorrJZBSBem;
4202 >  TH1F *RcorrJZBSBeemm;
4203 >  TH1F *LcorrJZBSBeemm;
4204 >
4205 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4206 >    RcorrJZBSBem   = systsamples.Draw("RcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4207 >    LcorrJZBSBem   = systsamples.Draw("LcorrJZBSBem",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSOF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4208 >    RcorrJZBSBeemm = systsamples.Draw("RcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kPos&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4209 >    LcorrJZBSBeemm = systsamples.Draw("LcorrJZBSBeemm",var,binning, "JZB [GeV]", "events",sidebandcut&&cutOSSF&&reducedNJets&&ee_mm_tautau&&kNeg&&massregioncut,mc,simulatedlumi,systsamples.FindSample("/DY"));
4210 >  }
4211 >  
4212 >  TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4213 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4214 >    Bpred->Add(RcorrJZBem,1.0/3.);
4215 >    Bpred->Add(LcorrJZBem,-1.0/3.);
4216 >    Bpred->Add(RcorrJZBSBem,1.0/3.);
4217 >    Bpred->Add(LcorrJZBSBem,-1.0/3.);
4218 >    Bpred->Add(RcorrJZBSBeemm,1.0/3.);
4219 >    Bpred->Add(LcorrJZBSBeemm,-1.0/3.);
4220 >  } else {
4221 >    Bpred->Add(RcorrJZBem,1.0);
4222 >    Bpred->Add(LcorrJZBem,-1.0);
4223 >  }
4224 >  
4225 >  Bpred->SetLineColor(kRed);
4226 >
4227 >  TAUhJZBpos->SetLineColor(kBlack);
4228 >  Bpred->SetLineColor(kRed);
4229 >  
4230 >  TAUhJZBpos->SetMinimum(1.0);
4231 >  TAUhJZBpos->Draw("e1");
4232 >  Bpred->Draw("same,hist");
4233 >  TAUhJZBpos->Draw("same,e1");
4234 >  
4235 >  TLegend *TAUleg = make_legend("MC Z+jets #rightarrow ee,#mu#mu,#tau#tau",0.55,0.75,false);
4236 >  TAUleg->AddEntry(TAUhJZBpos,"Observed","pe");
4237 >  TAUleg->AddEntry(Bpred,"Predicted","l");
4238 >  TAUleg->Draw("same");
4239 >  DrawMCPrelim(simulatedlumi);
4240 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction__"+any2string(massregionname));
4241 >  
4242 >  TH1F* TAUhratio = (TH1F*)TAUhJZBpos->Clone("TAUhratio");
4243 >  TAUhratio->Divide(Bpred);
4244 >  
4245 >  for(int i=1;i<=TAUhJZBpos->GetNbinsX();i++) {
4246 >    cout << "ee/mm/tautau observed: " << TAUhJZBpos->GetBinContent(i) << "   vs    predicted : " << Bpred->GetBinContent(i) << "   (ratio : " << TAUhJZBpos->GetBinContent(i) / Bpred->GetBinContent(i) << endl;
4247 >  }
4248 >  
4249 >  zcan->SetLogy(0);
4250 >  TAUhratio->GetYaxis()->SetRangeUser(0,2.5);
4251 >  TAUhratio->GetYaxis()->SetTitle("Observed/Predicted");
4252 >  TAUhratio->Draw("e1");
4253 >  
4254 >  top->Draw("same");
4255 >  center->Draw("same");
4256 >  bottom->Draw("same");
4257 >  
4258 >  TLegend *TAUleg2 = make_legend("MC Z+jets #rightarrow ee,#mu#mu",0.25,0.75,false);
4259 >  TAUleg2->AddEntry(TAUhratio,"obs / pred","pe");
4260 >  TAUleg2->AddEntry(bottom,"syst. envelope","l");
4261 >  TAUleg2->Draw("same");
4262 >  DrawMCPrelim(simulatedlumi);
4263 >  CompleteSave(zcan,"Systematics/ZJets/zjets_eemumutautau_prediction_ratio"+any2string(massregionname));
4264 >  
4265 >  delete Bpred;
4266 >  delete TAUhJZBpos;
4267 >  delete LcorrJZBeemm;
4268 >  delete RcorrJZBem;
4269 >  delete LcorrJZBem;
4270 >  delete hJZBpos;
4271 >  delete hJZBneg;
4272 >  
4273 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4274 >    delete RcorrJZBSBem;
4275 >    delete LcorrJZBSBem;
4276 >    delete RcorrJZBSBeemm;
4277 >    delete LcorrJZBSBeemm;
4278 >  }
4279 >  
4280    
4281    delete zcan;
4282    cutWeight=weightbackup;
2727
4283   }
4284  
4285  
4286 <
4286 > void zjets_prediction_comparison(string mcjzbWithPUa) {
4287 >  zjets_prediction_comparison(mcjzbWithPUa, TCut(""), "nomasscut");
4288 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("abs(mll-91)<20"), "Zwindow_20");
4289 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>20&&mll<70"), "LowMassRegion2070");
4290 >  zjets_prediction_comparison(mcjzbWithPUa, TCut("mll>110"), "HighMassRegion110");
4291 > }
4292 >  
4293   void sideband_assessment(string datajzb, float min=30.0, float max=50.0) {
4294    tout << endl << endl;
4295    stringstream bordercut;
# Line 2779 | Line 4340 | void make_table(samplecollection &coll,
4340      TH1F *RcorrJZBSBeemm;
4341      TH1F *LcorrJZBSBeemm;
4342      
4343 <    if(PlottingSetup::RestrictToMassPeak) {
4343 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4344        RcorrJZBSBem   = coll.Draw("RcorrJZBSBem",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
4345        LcorrJZBSBem   = coll.Draw("LcorrJZBSBem",("-("+jzbexpr+")").c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity, mysample);
4346        RcorrJZBSBeemm = coll.Draw("RcorrJZBSBeemm",jzbexpr.c_str(),nbins,low,14000, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity, mysample);
# Line 2787 | Line 4348 | void make_table(samplecollection &coll,
4348      }
4349      
4350      TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4351 <    if(PlottingSetup::RestrictToMassPeak) {
4351 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4352        Bpred->Add(RcorrJZBem,1.0/3.);
4353        Bpred->Add(LcorrJZBem,-1.0/3.);
4354        Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 2836 | Line 4397 | void make_table(samplecollection &coll,
4397   }
4398  
4399   void met_jzb_cut(string datajzb, string mcjzb, vector<float> jzb_cut) {
4400 +  cout << "You probably don't want --met, you want --metplots ... " << endl;
4401 +  assert(0);
4402    /*we want a table like this:
4403      __________________     50   |   100  | ...
4404      | Data prediction |  a vs b | a vs b | ...
# Line 2998 | Line 4561 | void qcd_plots(string datajzb, string mc
4561    TH1F *JRcorrJZBSBeemm;
4562    TH1F *JLcorrJZBSBeemm;
4563    
4564 <  if(PlottingSetup::RestrictToMassPeak) {
4564 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4565      RcorrJZBSBem   = qcdsamples.Draw("RcorrJZBSBem",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
4566      LcorrJZBSBem   = qcdsamples.Draw("LcorrJZBSBem",("-"+jzb).c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSOF&&cutnJets,is_data, luminosity,use_signal);
4567      RcorrJZBSBeemm = qcdsamples.Draw("RcorrJZBSBeemm",jzb.c_str(),nbins,low,hi, "JZB [GeV]", "events", sidebandcut&&cutOSSF&&cutnJets,is_data, luminosity,use_signal);
# Line 3019 | Line 4582 | void qcd_plots(string datajzb, string mc
4582      
4583    TH1F *Bpred = (TH1F*)LcorrJZBeemm->Clone("Bpred");
4584    TH1F *JBpred = (TH1F*)JLcorrJZBeemm->Clone("Bpred");
4585 <  if(PlottingSetup::RestrictToMassPeak) {
4585 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4586      Bpred->Add(RcorrJZBem,1.0/3.);
4587      Bpred->Add(LcorrJZBem,-1.0/3.);
4588      Bpred->Add(RcorrJZBSBem,1.0/3.);
# Line 3069 | Line 4632 | void qcd_plots(string datajzb, string mc
4632    //3rd last argument: do special bpred ratio, 2nd last argument: extended range!, last: y-axis title
4633    string ytitle("ratio");
4634    if ( use_data==1 ) ytitle = "data/pred";
4635 <  save_with_ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4635 >  Save_With_Ratio(JRcorrJZBeemm,JBpred,kinpad,"QCD/Bpred",true,false,ytitle);
4636 >  delete kinpad;
4637    
4638    TH1F *allevents = qcdsamples.Draw("allevents","pfJetGoodNum",1,0,100, "internal code", "events", "" ,mc, luminosity);
4639    TH1F *ossf = qcdsamples.Draw("ossf","pfJetGoodNum",1,0,100, "internal code", "events", cutOSSF ,mc, luminosity);
# Line 3089 | Line 4653 | void qcd_plots(string datajzb, string mc
4653    dout << "______________________________________________" << endl;
4654    dout << "How QCD shows up in the different regions: " << endl;
4655    dout << "OSSF: " << endl;
4656 <  if(PlottingSetup::RestrictToMassPeak) {
4656 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4657      dout << "     Z window: \t" << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
4658      dout << "     sideband: \t" << RcorrJZBSBeemm->Integral() << " (JZB>0) , " << LcorrJZBSBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBSBeemm->Integral() + LcorrJZBSBeemm->Integral() << endl;
4659    } else {
4660      dout << "     " << RcorrJZBeemm->Integral() << " (JZB>0) , " << LcorrJZBeemm->Integral() << " (JZB<0) --> total: " << RcorrJZBeemm->Integral() + LcorrJZBeemm->Integral() << endl;
4661    }
4662    dout << "OSOF: " << endl;
4663 <  if(PlottingSetup::RestrictToMassPeak) {
4663 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4664      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
4665      dout << "     sideband: \t" << RcorrJZBSBem->Integral() << " (JZB>0) , " << LcorrJZBSBem->Integral() << " (JZB<0) --> total: " << RcorrJZBSBem->Integral() + LcorrJZBSBem->Integral() << endl;
4666    } else {
4667      dout << "     Z window: \t" << RcorrJZBem->Integral() << " (JZB>0) , " << LcorrJZBem->Integral() << " (JZB<0) --> total: " << RcorrJZBem->Integral() + LcorrJZBem->Integral() << endl;
4668    }
4669    dout << "Therefore: " << endl;
4670 <  if(PlottingSetup::RestrictToMassPeak) {
4670 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4671      dout << "    Prediction increases by : " << LcorrJZBeemm->Integral() << " + (1.0/3)*(" << RcorrJZBSBeemm->Integral() <<"-"<< LcorrJZBSBeemm->Integral() << ") (SFSB) ";
4672      dout << " + (1.0/3)*(" << RcorrJZBem->Integral() <<"-"<< LcorrJZBem->Integral() << ") (OFZP) ";
4673      dout << " + (1.0/3)*(" << RcorrJZBSBem->Integral() <<"-"<< LcorrJZBSBem->Integral() << ") (OFSB) ";
# Line 3119 | Line 4683 | void qcd_plots(string datajzb, string mc
4683    for(int i=0;i<(int)bins.size();i++) {
4684      dout << " JZB > " << bins[i] << " : " << endl;
4685      dout << "    Observation increases by : " << RcorrJZBeemm->Integral(RcorrJZBeemm->FindBin(bins[i]),RcorrJZBeemm->GetNbinsX()) << endl;
4686 <    if(PlottingSetup::RestrictToMassPeak) {
4686 >    if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB) {
4687          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;
4688      } else {
4689          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 4697 | void qcd_plots(string datajzb, string mc
4697    if(LcorrJZBem) delete LcorrJZBem;
4698    if(RcorrJZBeemm) delete RcorrJZBeemm;
4699    if(LcorrJZBeemm) delete LcorrJZBeemm;
4700 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBem) delete RcorrJZBSBem;
4701 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBem) delete LcorrJZBSBem;
4702 <  if(PlottingSetup::RestrictToMassPeak&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
4703 <  if(PlottingSetup::RestrictToMassPeak&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
4700 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBem) delete RcorrJZBSBem;
4701 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBem) delete LcorrJZBSBem;
4702 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&RcorrJZBSBeemm) delete RcorrJZBSBeemm;
4703 >  if(PlottingSetup::RestrictToMassPeak&&PlottingSetup::UseSidebandsForcJZB&&LcorrJZBSBeemm) delete LcorrJZBSBeemm;
4704   }
4705  
4706   void check_ptsanity() {
# Line 3233 | Line 4797 | void do_mlls_plot(string mcjzb) {
4797    }
4798   }
4799  
4800 < void met_vs_jzb_plots() {
4800 > void met_vs_jzb_plots(string datajzb, string mcjzb) {
4801    
4802    TCanvas *canmetjzb = new TCanvas("canmet","MET vs JZB canvas");
4803    canmetjzb->SetRightMargin(0.16);
# Line 3242 | Line 4806 | void met_vs_jzb_plots() {
4806    findme.push_back("DY");
4807    findme.push_back("TTJets");
4808    findme.push_back("LM");
4809 <  
4809 >  /*
4810    for(int ifind=0;ifind<(int)findme.size();ifind++) {
4811      vector<int> selsamples = allsamples.FindSample(findme[ifind]);
4812      TH2F *metvsjzb = new TH2F("metvsjzb","metvsjzb",200,0,100,400,-100,100);
4813      for(int isel=0;isel<(int)selsamples.size();isel++) {
4814 <      cout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
4815 <      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF);
4814 >      dout << "Producing MET:JZB plot ... working on sample: " << allsamples.collection[selsamples[isel]].filename << endl;
4815 >      allsamples.collection[selsamples[isel]].events->Draw("jzb[1]:met[4]>>+metvsjzb",cutmass&&cutOSSF&&cutnJets);
4816      }
4817      metvsjzb->Scale(allsamples.collection[selsamples[0]].weight);
4818      metvsjzb->SetStats(0);
# Line 3262 | Line 4826 | void met_vs_jzb_plots() {
4826      title->Draw();
4827      CompleteSave(canmetjzb,(string)"METvsJZBplots/"+findme[ifind]);
4828    }
4829 +  */
4830 +  
4831 +  dout << "About to produce MET plot for DY split up by JZB" << endl;
4832 +  
4833 +  int nbins=14;
4834 +  float low=0;
4835 +  float high=140;
4836 +  
4837 +  stringstream sLEFT;
4838 +  sLEFT << "((" << mcjzb << ")<0)";
4839 +  TCut LEFT(sLEFT.str().c_str());
4840 +  stringstream sRIGHT;
4841 +  sRIGHT << "((" << mcjzb << ")>0)";
4842 +  TCut RIGHT(sRIGHT.str().c_str());
4843 +  
4844 +  TH1F *metleft   = allsamples.Draw("metleft","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4845 +  TH1F *metleftO  = allsamples.Draw("metleftO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4846 +  TH1F *metright  = allsamples.Draw("metright","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4847 +  TH1F *metrightO = allsamples.Draw("metrightO","met[4]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4848 +  
4849 +  
4850 +  TH1F *Bpred =  (TH1F*)metleft->Clone("Bpred");
4851 +  Bpred->Add(metleftO,-1);
4852 +  Bpred->Add(metrightO);
4853 +  TH1F *obs = (TH1F*)metright->Clone("obs");
4854 +  
4855 +  metleft->Add(metleftO,-1);
4856 +  metright->Add(metrightO,-1);
4857 +  
4858 +  metleft->SetLineColor(kRed);
4859 +  metright->SetLineColor(kBlack);
4860 +  TPad *metpad = new TPad("metpad","metpad",0,0,1,1);
4861 +  metpad->cd();
4862 +  metpad->SetLogy(1);
4863 +  metleft->Draw("histo");
4864 +  metright->Draw("same");
4865 +  TLegend *lg = make_legend();
4866 +  lg->SetX1(0.5);
4867 +  lg->SetY1(0.7);
4868 +  lg->AddEntry(metright,"JZB>0 (OSOF corrected)","P");
4869 +  lg->AddEntry(metleft,"JZB<0 (OSOF corrected)","L");
4870 +  lg->SetHeader("DY");
4871 +  
4872 +  lg->Draw();
4873 +  Save_With_Ratio(metright,metleft,metpad->cd(),"METvsJZBplots/ComparingLeftToRightinMETspectrum");
4874 +  
4875 +  TPad *metpad3 = new TPad("metpad3","metpad3",0,0,1,1);
4876 +  metpad3->cd();
4877 +  metpad3->SetLogy(1);
4878 +  Bpred->SetLineColor(kRed);
4879 +  Bpred->Draw("histo");
4880 +  obs->SetLineColor(kBlack);
4881 +  obs->Draw("same");
4882 +  TLegend *lg2 = make_legend();
4883 +  lg2->SetX1(0.5);
4884 +  lg2->SetY1(0.7);
4885 +  lg2->AddEntry(obs,"observed","P");
4886 +  lg2->AddEntry(Bpred,"predicted","L");
4887 +  lg2->SetHeader("DY");
4888 +
4889 +  lg2->Draw();
4890 +  
4891 +  Save_With_Ratio(obs,Bpred,metpad3->cd(),"METvsJZBplots/ComparingPredObsinMET");
4892 +  
4893 +  TPad *metpad2 = new TPad("metpad2","metpad2",0,0,1,1);
4894 +  metpad2->cd();
4895 +  metpad2->SetLogy(1);
4896 +  
4897 +  TH1F *metlefta   = allsamples.Draw("metlefta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4898 +  TH1F *metleftOa  = allsamples.Draw("metleftOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity, allsamples.FindSample("DYJets"));
4899 +  TH1F *metrighta  = allsamples.Draw("metrighta","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4900 +  TH1F *metrightOa = allsamples.Draw("metrightOa","met[2]",nbins,low,high, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity, allsamples.FindSample("DYJets"));
4901 +  
4902 +  metlefta->Add(metleftOa,-1);
4903 +  metrighta->Add(metrightOa,-1);
4904 +  
4905 +  metlefta->SetLineColor(kRed);
4906 +  metpad2->cd();
4907 +  metlefta->Draw("histo");
4908 +  metrighta->Draw("same");
4909 +  lg->Draw();
4910 +  Save_With_Ratio(metrighta,metlefta,metpad2->cd(),"METvsJZBplots/ComparingLeftToRightinMET_type1_spectrum");
4911 +  
4912 +  delete Bpred;
4913 +  delete obs;
4914 +  
4915 +  float newhigh=300;
4916 +  int newNBins=30;
4917 +  
4918 +  TPad *metpad4 = new TPad("metpad4","metpad4",0,0,1,1);
4919 +  TH1F *Ametleft   = allsamples.Draw("Ametleft","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&LEFT,mc, luminosity);
4920 +  TH1F *AmetleftO  = allsamples.Draw("AmetleftO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&LEFT,mc, luminosity);
4921 +  TH1F *Ametright  = allsamples.Draw("Ametright","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSSF&&cutnJets&&RIGHT,mc, luminosity);
4922 +  TH1F *AmetrightO = allsamples.Draw("AmetrightO","met[4]",newNBins,low,newhigh, "MET [GeV]", "events", cutmass&&cutOSOF&&cutnJets&&RIGHT,mc, luminosity);
4923 +  
4924 +  TH1F *aBpred = (TH1F*)Ametleft->Clone("aBpred");
4925 +  aBpred->Add(AmetleftO,-1);
4926 +  aBpred->Add(AmetrightO);
4927 +  aBpred->SetLineColor(kRed);
4928 +  
4929 +  TH1F *aobs = (TH1F*)Ametright->Clone("aobs");
4930 +  metpad4->cd();
4931 +  metpad4->SetLogy(1);
4932 +  aobs->Draw();
4933 +  aBpred->Draw("histo,same");
4934 +  aobs->Draw("same");
4935 +  lg->SetHeader("All MC");
4936 +  lg->Draw();
4937 +  Save_With_Ratio(aobs,aBpred,metpad4->cd(),"METvsJZBplots/ComparingPredObsinMET_ALLSAMPLES");
4938 +  
4939 +  
4940 +  delete lg;
4941 +  delete canmetjzb;
4942 +  delete metleft;
4943 +  delete metleftO;
4944 +  delete metright;
4945 +  delete metrightO;
4946   }
4947      
4948  

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